warning: commands will be executed using /bin/sh
job 4398 at Fri Aug  1 19:21:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse24/YutaMouse23-140731/YutaMouse23-140731/YutaMouse23-140731
ElecNo	1
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	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1051923 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1051923 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 55194 members 
Mstep: Class 3 contains 55396 members 
Mstep: Class 4 contains 55172 members 
Mstep: Class 5 contains 55571 members 
Mstep: Class 6 contains 55857 members 
Mstep: Class 7 contains 55180 members 
Mstep: Class 8 contains 55275 members 
Mstep: Class 9 contains 55183 members 
Mstep: Class 10 contains 55425 members 
Mstep: Class 11 contains 55403 members 
Mstep: Class 12 contains 55033 members 
Mstep: Class 13 contains 55057 members 
Mstep: Class 14 contains 55174 members 
Mstep: Class 15 contains 55437 members 
Mstep: Class 16 contains 55204 members 
Mstep: Class 17 contains 55586 members 
Mstep: Class 18 contains 55466 members 
Mstep: Class 19 contains 55197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 510.869019 but Gain 3438.800781
Score: -87508696.000000 Penalty: 61898.406250
Iteration 0F: 19 clusters Score -8.75087e+07 nChanged 992642
Entering Unmasked Mstep 
Mstep: Class 0 contains 6443 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 8278 members 
Mstep: Class 3 contains 80269 members 
Mstep: Class 4 contains 20115 members 
Mstep: Class 5 contains 29986 members 
Mstep: Class 6 contains 120342 members 
Mstep: Class 7 contains 25472 members 
Mstep: Class 8 contains 73227 members 
Mstep: Class 10 contains 25401 members 
Mstep: Class 11 contains 181999 members 
Mstep: Class 12 contains 27590 members 
Mstep: Class 13 contains 35983 members 
Mstep: Class 14 contains 23248 members 
Mstep: Class 15 contains 30649 members 
Mstep: Class 16 contains 77517 members 
Mstep: Class 17 contains 77290 members 
Mstep: Class 18 contains 102536 members 
Mstep: Class 19 contains 24909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91008200.000000 Penalty: 61898.406250
Iteration 1F: 19 clusters Score -9.10082e+07 nChanged 332965
Entering Unmasked Mstep 
Mstep: Class 0 contains 5942 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 5738 members 
Mstep: Class 3 contains 69644 members 
Mstep: Class 4 contains 18822 members 
Mstep: Class 5 contains 22193 members 
Mstep: Class 6 contains 138829 members 
Mstep: Class 7 contains 20968 members 
Mstep: Class 8 contains 60673 members 
Mstep: Class 10 contains 13448 members 
Mstep: Class 11 contains 228726 members 
Mstep: Class 12 contains 18281 members 
Mstep: Class 13 contains 25100 members 
Mstep: Class 14 contains 14041 members 
Mstep: Class 15 contains 31101 members 
Mstep: Class 16 contains 94352 members 
Mstep: Class 17 contains 95846 members 
Mstep: Class 18 contains 103921 members 
Mstep: Class 19 contains 14938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91759720.000000 Penalty: 61898.406250
Iteration 2F: 19 clusters Score -9.175972e+07 nChanged 266312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3355 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 50061 members 
Mstep: Class 4 contains 27572 members 
Mstep: Class 5 contains 12957 members 
Mstep: Class 6 contains 146648 members 
Mstep: Class 7 contains 31043 members 
Mstep: Class 8 contains 42362 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 267090 members 
Mstep: Class 12 contains 12043 members 
Mstep: Class 13 contains 15176 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 47392 members 
Mstep: Class 16 contains 101915 members 
Mstep: Class 17 contains 100102 members 
Mstep: Class 18 contains 106875 members 
Mstep: Class 19 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92368680.000000 Penalty: 61898.406250
Iteration 3F: 19 clusters Score -9.236868e+07 nChanged 208964
Entering Unmasked Mstep 
Mstep: Class 0 contains 942 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 33538 members 
Mstep: Class 4 contains 36795 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 141674 members 
Mstep: Class 7 contains 37879 members 
Mstep: Class 8 contains 27393 members 
Mstep: Class 10 contains 6209 members 
Mstep: Class 11 contains 313280 members 
Mstep: Class 12 contains 6873 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 10560 members 
Mstep: Class 15 contains 68675 members 
Mstep: Class 16 contains 101184 members 
Mstep: Class 17 contains 89403 members 
Mstep: Class 18 contains 108094 members 
Mstep: Class 19 contains 12517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92648920.000000 Penalty: 61898.406250
Iteration 4F: 19 clusters Score -9.264892e+07 nChanged 160384
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 3 contains 22174 members 
Mstep: Class 4 contains 41465 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 127136 members 
Mstep: Class 7 contains 39163 members 
Mstep: Class 8 contains 19020 members 
Mstep: Class 10 contains 4647 members 
Mstep: Class 11 contains 370210 members 
Mstep: Class 12 contains 4603 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 11065 members 
Mstep: Class 15 contains 85602 members 
Mstep: Class 16 contains 93990 members 
Mstep: Class 17 contains 73540 members 
Mstep: Class 18 contains 105911 members 
Mstep: Class 19 contains 14124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3102.240479 but Gain 3438.796875
Score: -92803096.000000 Penalty: 58459.609375
Iteration 5F: 18 clusters Score -9.28031e+07 nChanged 133587
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 15069 members 
Mstep: Class 4 contains 43123 members 
Mstep: Class 6 contains 105752 members 
Mstep: Class 7 contains 39262 members 
Mstep: Class 8 contains 15265 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 435117 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 11772 members 
Mstep: Class 15 contains 97527 members 
Mstep: Class 16 contains 82215 members 
Mstep: Class 17 contains 59812 members 
Mstep: Class 18 contains 98759 members 
Mstep: Class 19 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3097.326904 but Gain 3438.800781
Score: -92933264.000000 Penalty: 55020.808594
Iteration 6F: 17 clusters Score -9.293326e+07 nChanged 113542
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 10962 members 
Mstep: Class 4 contains 43581 members 
Mstep: Class 6 contains 81585 members 
Mstep: Class 7 contains 39032 members 
Mstep: Class 8 contains 13585 members 
Mstep: Class 11 contains 495358 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 12611 members 
Mstep: Class 15 contains 107176 members 
Mstep: Class 16 contains 70540 members 
Mstep: Class 17 contains 53150 members 
Mstep: Class 18 contains 85542 members 
Mstep: Class 19 contains 15806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2576.319580 but Gain 3438.800781
Score: -93063912.000000 Penalty: 51582.007812
Iteration 7F: 16 clusters Score -9.306391e+07 nChanged 94882
Entering Unmasked Mstep 
Mstep: Class 0 contains 380 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 42724 members 
Mstep: Class 6 contains 59187 members 
Mstep: Class 7 contains 38793 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 11 contains 534559 members 
Mstep: Class 12 contains 3634 members 
Mstep: Class 14 contains 13492 members 
Mstep: Class 15 contains 114603 members 
Mstep: Class 16 contains 70038 members 
Mstep: Class 17 contains 56292 members 
Mstep: Class 18 contains 68532 members 
Mstep: Class 19 contains 15659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93150560.000000 Penalty: 51582.007812
Iteration 8F: 16 clusters Score -9.315056e+07 nChanged 78680
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4100 members 
Mstep: Class 3 contains 7242 members 
Mstep: Class 4 contains 40853 members 
Mstep: Class 6 contains 41730 members 
Mstep: Class 7 contains 38684 members 
Mstep: Class 8 contains 11781 members 
Mstep: Class 11 contains 557634 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 14 contains 14391 members 
Mstep: Class 15 contains 120044 members 
Mstep: Class 16 contains 74521 members 
Mstep: Class 17 contains 61882 members 
Mstep: Class 18 contains 52801 members 
Mstep: Class 19 contains 15394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93202248.000000 Penalty: 51582.007812
Iteration 9F: 16 clusters Score -9.320225e+07 nChanged 61745
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 38661 members 
Mstep: Class 6 contains 29705 members 
Mstep: Class 7 contains 38684 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 11 contains 570261 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 14 contains 15209 members 
Mstep: Class 15 contains 124236 members 
Mstep: Class 16 contains 80979 members 
Mstep: Class 17 contains 67343 members 
Mstep: Class 18 contains 40223 members 
Mstep: Class 19 contains 15216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93238688.000000 Penalty: 51582.007812
Iteration 10F: 16 clusters Score -9.323869e+07 nChanged 48416
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4053 members 
Mstep: Class 3 contains 6411 members 
Mstep: Class 4 contains 36135 members 
Mstep: Class 6 contains 22222 members 
Mstep: Class 7 contains 38708 members 
Mstep: Class 8 contains 10226 members 
Mstep: Class 11 contains 573927 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 14 contains 15807 members 
Mstep: Class 15 contains 127466 members 
Mstep: Class 16 contains 89009 members 
Mstep: Class 17 contains 72632 members 
Mstep: Class 18 contains 31104 members 
Mstep: Class 19 contains 15165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93265552.000000 Penalty: 51582.007812
Iteration 11Q: 16 clusters Score -9.326555e+07 nChanged 39154
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 6280 members 
Mstep: Class 4 contains 33523 members 
Mstep: Class 6 contains 18036 members 
Mstep: Class 7 contains 38774 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 11 contains 570781 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 14 contains 16255 members 
Mstep: Class 15 contains 130113 members 
Mstep: Class 16 contains 98239 members 
Mstep: Class 17 contains 77743 members 
Mstep: Class 18 contains 24648 members 
Mstep: Class 19 contains 15285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93283872.000000 Penalty: 51582.007812
Iteration 12Q: 16 clusters Score -9.328387e+07 nChanged 32818
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 30968 members 
Mstep: Class 6 contains 15763 members 
Mstep: Class 7 contains 38863 members 
Mstep: Class 8 contains 9210 members 
Mstep: Class 11 contains 563022 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 14 contains 16586 members 
Mstep: Class 15 contains 132449 members 
Mstep: Class 16 contains 108342 members 
Mstep: Class 17 contains 82677 members 
Mstep: Class 18 contains 20299 members 
Mstep: Class 19 contains 15430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93296232.000000 Penalty: 51582.007812
Iteration 13Q: 16 clusters Score -9.329623e+07 nChanged 28850
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 5962 members 
Mstep: Class 4 contains 28486 members 
Mstep: Class 6 contains 14572 members 
Mstep: Class 7 contains 38982 members 
Mstep: Class 8 contains 8811 members 
Mstep: Class 11 contains 552275 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 14 contains 16819 members 
Mstep: Class 15 contains 134591 members 
Mstep: Class 16 contains 119342 members 
Mstep: Class 17 contains 87341 members 
Mstep: Class 18 contains 17271 members 
Mstep: Class 19 contains 15583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93306008.000000 Penalty: 51582.007812
Iteration 14Q: 16 clusters Score -9.330601e+07 nChanged 26708
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 26026 members 
Mstep: Class 6 contains 14056 members 
Mstep: Class 7 contains 39116 members 
Mstep: Class 8 contains 8431 members 
Mstep: Class 11 contains 539228 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 14 contains 16961 members 
Mstep: Class 15 contains 136698 members 
Mstep: Class 16 contains 131203 members 
Mstep: Class 17 contains 91733 members 
Mstep: Class 18 contains 15219 members 
Mstep: Class 19 contains 15722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93313936.000000 Penalty: 51582.007812
Iteration 15Q: 16 clusters Score -9.331394e+07 nChanged 25613
Entering Unmasked Mstep 
Mstep: Class 0 contains 425 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 23714 members 
Mstep: Class 6 contains 13975 members 
Mstep: Class 7 contains 39245 members 
Mstep: Class 8 contains 8066 members 
Mstep: Class 11 contains 524364 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 14 contains 17076 members 
Mstep: Class 15 contains 138697 members 
Mstep: Class 16 contains 144120 members 
Mstep: Class 17 contains 95768 members 
Mstep: Class 18 contains 13791 members 
Mstep: Class 19 contains 15842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93321272.000000 Penalty: 51582.007812
Iteration 16Q: 16 clusters Score -9.332127e+07 nChanged 25096
Entering Unmasked Mstep 
Mstep: Class 0 contains 433 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 5482 members 
Mstep: Class 4 contains 21544 members 
Mstep: Class 6 contains 14221 members 
Mstep: Class 7 contains 39391 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 11 contains 508392 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 14 contains 17118 members 
Mstep: Class 15 contains 140553 members 
Mstep: Class 16 contains 157899 members 
Mstep: Class 17 contains 99510 members 
Mstep: Class 18 contains 12663 members 
Mstep: Class 19 contains 15890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93328784.000000 Penalty: 51582.007812
Iteration 17Q: 16 clusters Score -9.332878e+07 nChanged 25124
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 5332 members 
Mstep: Class 4 contains 19557 members 
Mstep: Class 6 contains 14658 members 
Mstep: Class 7 contains 39513 members 
Mstep: Class 8 contains 7343 members 
Mstep: Class 11 contains 491189 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 14 contains 17130 members 
Mstep: Class 15 contains 142241 members 
Mstep: Class 16 contains 172702 members 
Mstep: Class 17 contains 102911 members 
Mstep: Class 18 contains 11830 members 
Mstep: Class 19 contains 15944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93336664.000000 Penalty: 51582.007812
Iteration 18Q: 16 clusters Score -9.333666e+07 nChanged 25713
Entering Unmasked Mstep 
Mstep: Class 0 contains 442 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 5205 members 
Mstep: Class 4 contains 17742 members 
Mstep: Class 6 contains 15220 members 
Mstep: Class 7 contains 39657 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 11 contains 472917 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 14 contains 17083 members 
Mstep: Class 15 contains 143594 members 
Mstep: Class 16 contains 188702 members 
Mstep: Class 17 contains 106101 members 
Mstep: Class 18 contains 11163 members 
Mstep: Class 19 contains 15958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93345608.000000 Penalty: 51582.007812
Iteration 19Q: 16 clusters Score -9.334561e+07 nChanged 26111
Entering Unmasked Mstep 
Mstep: Class 0 contains 439 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4024 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 4 contains 16091 members 
Mstep: Class 6 contains 15869 members 
Mstep: Class 7 contains 39787 members 
Mstep: Class 8 contains 6727 members 
Mstep: Class 11 contains 453959 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 14 contains 16977 members 
Mstep: Class 15 contains 144716 members 
Mstep: Class 16 contains 205546 members 
Mstep: Class 17 contains 108956 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 15965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93355288.000000 Penalty: 51582.007812
Iteration 20F: 16 clusters Score -9.335529e+07 nChanged 26820
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4024 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 14592 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 39892 members 
Mstep: Class 8 contains 6480 members 
Mstep: Class 11 contains 434315 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 14 contains 16820 members 
Mstep: Class 15 contains 145551 members 
Mstep: Class 16 contains 223349 members 
Mstep: Class 17 contains 111559 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 15919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93366448.000000 Penalty: 51582.007812
Iteration 21Q: 16 clusters Score -9.336645e+07 nChanged 27316
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 13257 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 39988 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 11 contains 414515 members 
Mstep: Class 12 contains 3554 members 
Mstep: Class 14 contains 16601 members 
Mstep: Class 15 contains 146168 members 
Mstep: Class 16 contains 241716 members 
Mstep: Class 17 contains 114004 members 
Mstep: Class 18 contains 9878 members 
Mstep: Class 19 contains 15887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93377400.000000 Penalty: 51582.007812
Iteration 22Q: 16 clusters Score -9.33774e+07 nChanged 27377
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 4 contains 12106 members 
Mstep: Class 6 contains 17971 members 
Mstep: Class 7 contains 40070 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 11 contains 394622 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 14 contains 16357 members 
Mstep: Class 15 contains 146416 members 
Mstep: Class 16 contains 260601 members 
Mstep: Class 17 contains 116197 members 
Mstep: Class 18 contains 9631 members 
Mstep: Class 19 contains 15865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93388976.000000 Penalty: 51582.007812
Iteration 23Q: 16 clusters Score -9.338898e+07 nChanged 26982
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 6 contains 18476 members 
Mstep: Class 7 contains 40135 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 11 contains 374727 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 14 contains 16080 members 
Mstep: Class 15 contains 146407 members 
Mstep: Class 16 contains 279654 members 
Mstep: Class 17 contains 118243 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 15872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93402960.000000 Penalty: 51582.007812
Iteration 24Q: 16 clusters Score -9.340296e+07 nChanged 26364
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 4881 members 
Mstep: Class 4 contains 10435 members 
Mstep: Class 6 contains 18750 members 
Mstep: Class 7 contains 40205 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 11 contains 355329 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 14 contains 15788 members 
Mstep: Class 15 contains 146163 members 
Mstep: Class 16 contains 298346 members 
Mstep: Class 17 contains 120223 members 
Mstep: Class 18 contains 9300 members 
Mstep: Class 19 contains 15962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93416592.000000 Penalty: 51582.007812
Iteration 25Q: 16 clusters Score -9.341659e+07 nChanged 25028
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 4988 members 
Mstep: Class 4 contains 9829 members 
Mstep: Class 6 contains 18701 members 
Mstep: Class 7 contains 40262 members 
Mstep: Class 8 contains 5506 members 
Mstep: Class 11 contains 336882 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 14 contains 15499 members 
Mstep: Class 15 contains 145879 members 
Mstep: Class 16 contains 316313 members 
Mstep: Class 17 contains 122080 members 
Mstep: Class 18 contains 9258 members 
Mstep: Class 19 contains 16025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93428168.000000 Penalty: 51582.007812
Iteration 26Q: 16 clusters Score -9.342817e+07 nChanged 23526
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4020 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 9331 members 
Mstep: Class 6 contains 18234 members 
Mstep: Class 7 contains 40336 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 11 contains 319810 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 14 contains 15237 members 
Mstep: Class 15 contains 145459 members 
Mstep: Class 16 contains 333252 members 
Mstep: Class 17 contains 123853 members 
Mstep: Class 18 contains 9261 members 
Mstep: Class 19 contains 16073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93440296.000000 Penalty: 51582.007812
Iteration 27Q: 16 clusters Score -9.34403e+07 nChanged 21859
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4018 members 
Mstep: Class 3 contains 5337 members 
Mstep: Class 4 contains 8951 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 7 contains 40418 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 11 contains 304238 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 15004 members 
Mstep: Class 15 contains 144978 members 
Mstep: Class 16 contains 348835 members 
Mstep: Class 17 contains 125515 members 
Mstep: Class 18 contains 9369 members 
Mstep: Class 19 contains 16121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93452760.000000 Penalty: 51582.007812
Iteration 28Q: 16 clusters Score -9.345276e+07 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 5580 members 
Mstep: Class 4 contains 8631 members 
Mstep: Class 6 contains 16287 members 
Mstep: Class 7 contains 40497 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 11 contains 289946 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14831 members 
Mstep: Class 15 contains 144552 members 
Mstep: Class 16 contains 363355 members 
Mstep: Class 17 contains 127021 members 
Mstep: Class 18 contains 9540 members 
Mstep: Class 19 contains 16168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93462376.000000 Penalty: 51582.007812
Iteration 29Q: 16 clusters Score -9.346238e+07 nChanged 18347
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 8334 members 
Mstep: Class 6 contains 14987 members 
Mstep: Class 7 contains 40569 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 11 contains 277479 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 144186 members 
Mstep: Class 16 contains 376306 members 
Mstep: Class 17 contains 128263 members 
Mstep: Class 18 contains 9732 members 
Mstep: Class 19 contains 16202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93470968.000000 Penalty: 51582.007812
Iteration 30Q: 16 clusters Score -9.347097e+07 nChanged 16479
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 6 contains 13667 members 
Mstep: Class 7 contains 40628 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 11 contains 266639 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14540 members 
Mstep: Class 15 contains 143820 members 
Mstep: Class 16 contains 387698 members 
Mstep: Class 17 contains 129293 members 
Mstep: Class 18 contains 9970 members 
Mstep: Class 19 contains 16270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93478816.000000 Penalty: 51582.007812
Iteration 31Q: 16 clusters Score -9.347882e+07 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 6440 members 
Mstep: Class 4 contains 7833 members 
Mstep: Class 6 contains 12472 members 
Mstep: Class 7 contains 40677 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 11 contains 257371 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14467 members 
Mstep: Class 15 contains 143497 members 
Mstep: Class 16 contains 397386 members 
Mstep: Class 17 contains 130033 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 16340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93486064.000000 Penalty: 51582.007812
Iteration 32Q: 16 clusters Score -9.348606e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 6 contains 11442 members 
Mstep: Class 7 contains 40715 members 
Mstep: Class 8 contains 4610 members 
Mstep: Class 11 contains 249699 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14469 members 
Mstep: Class 15 contains 143207 members 
Mstep: Class 16 contains 405237 members 
Mstep: Class 17 contains 130524 members 
Mstep: Class 18 contains 10855 members 
Mstep: Class 19 contains 16412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93492680.000000 Penalty: 51582.007812
Iteration 33Q: 16 clusters Score -9.349268e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 7122 members 
Mstep: Class 4 contains 7453 members 
Mstep: Class 6 contains 10547 members 
Mstep: Class 7 contains 40759 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 11 contains 243507 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14460 members 
Mstep: Class 15 contains 143060 members 
Mstep: Class 16 contains 411367 members 
Mstep: Class 17 contains 130742 members 
Mstep: Class 18 contains 11599 members 
Mstep: Class 19 contains 16501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93497400.000000 Penalty: 51582.007812
Iteration 34Q: 16 clusters Score -9.34974e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 7295 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 40793 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 11 contains 238589 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 142995 members 
Mstep: Class 16 contains 416188 members 
Mstep: Class 17 contains 130626 members 
Mstep: Class 18 contains 12429 members 
Mstep: Class 19 contains 16623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93502456.000000 Penalty: 51582.007812
Iteration 35Q: 16 clusters Score -9.350246e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 7618 members 
Mstep: Class 4 contains 7169 members 
Mstep: Class 6 contains 9253 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 11 contains 234915 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14488 members 
Mstep: Class 15 contains 143018 members 
Mstep: Class 16 contains 419960 members 
Mstep: Class 17 contains 130219 members 
Mstep: Class 18 contains 13245 members 
Mstep: Class 19 contains 16758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93505488.000000 Penalty: 51582.007812
Iteration 36Q: 16 clusters Score -9.350549e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 7055 members 
Mstep: Class 6 contains 8767 members 
Mstep: Class 7 contains 40833 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 11 contains 232112 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14571 members 
Mstep: Class 15 contains 143167 members 
Mstep: Class 16 contains 422925 members 
Mstep: Class 17 contains 129635 members 
Mstep: Class 18 contains 13939 members 
Mstep: Class 19 contains 16934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93508464.000000 Penalty: 51582.007812
Iteration 37Q: 16 clusters Score -9.350846e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 7774 members 
Mstep: Class 4 contains 6950 members 
Mstep: Class 6 contains 8361 members 
Mstep: Class 7 contains 40855 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 11 contains 230004 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14684 members 
Mstep: Class 15 contains 143427 members 
Mstep: Class 16 contains 425176 members 
Mstep: Class 17 contains 128951 members 
Mstep: Class 18 contains 14535 members 
Mstep: Class 19 contains 17128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93511352.000000 Penalty: 51582.007812
Iteration 38Q: 16 clusters Score -9.351135e+07 nChanged 5942
Entering ConstructFrom: 
Score: -93511352.000000 Penalty: 51582.007812
Entering ConstructFrom: 
Trying to split cluster 1 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -126989.656250 Penalty: 1835.353882
	Iteration 0F: 2 clusters Score -126989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -124805.718750 Penalty: 3670.707764
	Iteration 0F: 3 clusters Score -124805.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -125780.539062 Penalty: 3670.707764
	Iteration 1F: 3 clusters Score -125780.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -126430.554688 Penalty: 3670.707764
	Iteration 2F: 3 clusters Score -126430.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -126984.023438 Penalty: 3670.707764
	Iteration 3F: 3 clusters Score -126984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -127316.890625 Penalty: 3670.707764
	Iteration 4F: 3 clusters Score -127316.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -127500.750000 Penalty: 3670.707764
	Iteration 5Q: 3 clusters Score -127500.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -127646.007812 Penalty: 3670.707764
	Iteration 6Q: 3 clusters Score -127646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -127739.187500 Penalty: 3670.707764
	Iteration 7Q: 3 clusters Score -127739.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -127788.101562 Penalty: 3670.707764
	Iteration 8Q: 3 clusters Score -127788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -127841.398438 Penalty: 3670.707764
	Iteration 9Q: 3 clusters Score -127841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -127869.804688 Penalty: 3670.707764
	Iteration 10Q: 3 clusters Score -127869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -127889.039062 Penalty: 3670.707764
	Iteration 11Q: 3 clusters Score -127889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -127915.226562 Penalty: 3670.707764
	Iteration 12Q: 3 clusters Score -127915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -127918.750000 Penalty: 3670.707764
	Iteration 13Q: 3 clusters Score -127918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -127921.500000 Penalty: 3670.707764
	Iteration 14F: 3 clusters Score -127921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -127987.429688 Penalty: 3670.707764
	Iteration 15Q: 3 clusters Score -127987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -128029.703125 Penalty: 3670.707764
	Iteration 16Q: 3 clusters Score -128029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -128038.765625 Penalty: 3670.707764
	Iteration 17Q: 3 clusters Score -128038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -128040.843750 Penalty: 3670.707764
	Iteration 18Q: 3 clusters Score -128040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -128040.843750 Penalty: 3670.707764
	Iteration 19F: 3 clusters Score -128040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 11 contains 228526 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14808 members 
Mstep: Class 15 contains 143745 members 
Mstep: Class 16 contains 426928 members 
Mstep: Class 17 contains 128231 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 17374 members 
Entering Unmasked Estep 
Score: -93511776.000000 Penalty: 55020.808594
Splitting cluster 1 changes total score from -93511352.000000 to -93511776.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -310838.343750 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -310838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -307362.437500 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -307362.4 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -311815.937500 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -311815.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -313833.812500 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -313833.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -314583.250000 Penalty: 4115.828613
	Iteration 3F: 3 clusters Score -314583.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -314899.125000 Penalty: 4115.828613
	Iteration 4Q: 3 clusters Score -314899.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -315028.281250 Penalty: 4115.828613
	Iteration 5Q: 3 clusters Score -315028.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -315083.812500 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -315083.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -315128.343750 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -315128.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -315167.937500 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -315167.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315211.343750 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -315211.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -315274.312500 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -315274.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -315342.500000 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -315342.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -315422.250000 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -315422.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -315493.437500 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -315493.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -315534.468750 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -315534.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -315555.656250 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -315555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -315567.218750 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -315567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -315572.687500 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -315572.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -315577.031250 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -315577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -315580.093750 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -315580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -315582.500000 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -315582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -315583.500000 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -315583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -315583.906250 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -315583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -315586.406250 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -315586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -315588.000000 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -315588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -315588.000000 Penalty: 4115.828613
	Iteration 25F: 3 clusters Score -315588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 11 contains 228526 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14808 members 
Mstep: Class 15 contains 143745 members 
Mstep: Class 16 contains 426928 members 
Mstep: Class 17 contains 128231 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 17374 members 
Entering Unmasked Estep 
Score: -93515704.000000 Penalty: 58459.609375
Splitting cluster 2 changes total score from -93511352.000000 to -93515704.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (7758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Entering Unmasked Estep 
Score: -677146.125000 Penalty: 2221.207031
	Iteration 0F: 2 clusters Score -677146.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -670886.937500 Penalty: 4442.414062
	Iteration 0F: 3 clusters Score -670886.9 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -672657.437500 Penalty: 4442.414062
	Iteration 1F: 3 clusters Score -672657.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -673097.312500 Penalty: 4442.414062
	Iteration 2F: 3 clusters Score -673097.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -673450.437500 Penalty: 4442.414062
	Iteration 3F: 3 clusters Score -673450.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -673719.500000 Penalty: 4442.414062
	Iteration 4F: 3 clusters Score -673719.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -673923.937500 Penalty: 4442.414062
	Iteration 5F: 3 clusters Score -673923.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -674112.750000 Penalty: 4442.414062
	Iteration 6Q: 3 clusters Score -674112.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -674321.875000 Penalty: 4442.414062
	Iteration 7Q: 3 clusters Score -674321.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -674537.250000 Penalty: 4442.414062
	Iteration 8Q: 3 clusters Score -674537.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -674780.500000 Penalty: 4442.414062
	Iteration 9Q: 3 clusters Score -674780.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -675073.187500 Penalty: 4442.414062
	Iteration 10Q: 3 clusters Score -675073.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -675401.187500 Penalty: 4442.414062
	Iteration 11Q: 3 clusters Score -675401.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -675744.250000 Penalty: 4442.414062
	Iteration 12Q: 3 clusters Score -675744.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -675981.625000 Penalty: 4442.414062
	Iteration 13Q: 3 clusters Score -675981.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -676143.687500 Penalty: 4442.414062
	Iteration 14Q: 3 clusters Score -676143.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -676241.750000 Penalty: 4442.414062
	Iteration 15Q: 3 clusters Score -676241.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -676308.125000 Penalty: 4442.414062
	Iteration 16Q: 3 clusters Score -676308.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -676354.625000 Penalty: 4442.414062
	Iteration 17Q: 3 clusters Score -676354.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -676377.937500 Penalty: 4442.414062
	Iteration 18Q: 3 clusters Score -676377.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -676394.125000 Penalty: 4442.414062
	Iteration 19Q: 3 clusters Score -676394.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -676406.375000 Penalty: 4442.414062
	Iteration 20F: 3 clusters Score -676406.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -676414.562500 Penalty: 4442.414062
	Iteration 21Q: 3 clusters Score -676414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -676422.750000 Penalty: 4442.414062
	Iteration 22Q: 3 clusters Score -676422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -676428.625000 Penalty: 4442.414062
	Iteration 23Q: 3 clusters Score -676428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -676440.687500 Penalty: 4442.414062
	Iteration 24Q: 3 clusters Score -676440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -676446.562500 Penalty: 4442.414062
	Iteration 25Q: 3 clusters Score -676446.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -676452.000000 Penalty: 4442.414062
	Iteration 26Q: 3 clusters Score -676452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -676454.125000 Penalty: 4442.414062
	Iteration 27Q: 3 clusters Score -676454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -676454.125000 Penalty: 4442.414062
	Iteration 28F: 3 clusters Score -676454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -622931.312500 Penalty: 2189.974609
	Iteration 0F: 2 clusters Score -622931.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -617325.187500 Penalty: 4379.949219
	Iteration 0F: 3 clusters Score -617325.2 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -618893.375000 Penalty: 4379.949219
	Iteration 1F: 3 clusters Score -618893.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -619503.312500 Penalty: 4379.949219
	Iteration 2F: 3 clusters Score -619503.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -620296.937500 Penalty: 4379.949219
	Iteration 3F: 3 clusters Score -620296.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -621206.375000 Penalty: 4379.949219
	Iteration 4F: 3 clusters Score -621206.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -621888.250000 Penalty: 4379.949219
	Iteration 5F: 3 clusters Score -621888.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -622240.750000 Penalty: 4379.949219
	Iteration 6F: 3 clusters Score -622240.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -622418.437500 Penalty: 4379.949219
	Iteration 7Q: 3 clusters Score -622418.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -622499.500000 Penalty: 4379.949219
	Iteration 8Q: 3 clusters Score -622499.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -622544.375000 Penalty: 4379.949219
	Iteration 9Q: 3 clusters Score -622544.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -622572.000000 Penalty: 4379.949219
	Iteration 10Q: 3 clusters Score -622572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -622585.687500 Penalty: 4379.949219
	Iteration 11Q: 3 clusters Score -622585.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -622594.062500 Penalty: 4379.949219
	Iteration 12Q: 3 clusters Score -622594.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -622600.500000 Penalty: 4379.949219
	Iteration 13Q: 3 clusters Score -622600.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -622606.562500 Penalty: 4379.949219
	Iteration 14Q: 3 clusters Score -622606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -622610.312500 Penalty: 4379.949219
	Iteration 15Q: 3 clusters Score -622610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -622612.125000 Penalty: 4379.949219
	Iteration 16Q: 3 clusters Score -622612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -622616.125000 Penalty: 4379.949219
	Iteration 17Q: 3 clusters Score -622616.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -622619.625000 Penalty: 4379.949219
	Iteration 18Q: 3 clusters Score -622619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -622623.312500 Penalty: 4379.949219
	Iteration 19Q: 3 clusters Score -622623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -622622.437500 Penalty: 4379.949219
	Iteration 20F: 3 clusters Score -622622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -622622.625000 Penalty: 4379.949219
	Iteration 21Q: 3 clusters Score -622622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -622623.187500 Penalty: 4379.949219
	Iteration 22Q: 3 clusters Score -622623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -622623.062500 Penalty: 4379.949219
	Iteration 23Q: 3 clusters Score -622623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -622623.312500 Penalty: 4379.949219
	Iteration 24Q: 3 clusters Score -622623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -622623.312500 Penalty: 4379.949219
	Iteration 25F: 3 clusters Score -622623.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Entering Unmasked Estep 
Score: -691868.250000 Penalty: 2229.103760
	Iteration 0F: 2 clusters Score -691868.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -685401.062500 Penalty: 4458.207520
	Iteration 0F: 3 clusters Score -685401.1 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -687195.437500 Penalty: 4458.207520
	Iteration 1F: 3 clusters Score -687195.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -687474.687500 Penalty: 4458.207520
	Iteration 2F: 3 clusters Score -687474.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -687705.625000 Penalty: 4458.207520
	Iteration 3F: 3 clusters Score -687705.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -687912.500000 Penalty: 4458.207520
	Iteration 4Q: 3 clusters Score -687912.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -688100.875000 Penalty: 4458.207520
	Iteration 5Q: 3 clusters Score -688100.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -688278.312500 Penalty: 4458.207520
	Iteration 6Q: 3 clusters Score -688278.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -688458.125000 Penalty: 4458.207520
	Iteration 7Q: 3 clusters Score -688458.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -688640.250000 Penalty: 4458.207520
	Iteration 8Q: 3 clusters Score -688640.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -688824.937500 Penalty: 4458.207520
	Iteration 9Q: 3 clusters Score -688824.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -689020.000000 Penalty: 4458.207520
	Iteration 10Q: 3 clusters Score -689020 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -689212.875000 Penalty: 4458.207520
	Iteration 11Q: 3 clusters Score -689212.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -689397.312500 Penalty: 4458.207520
	Iteration 12Q: 3 clusters Score -689397.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -689567.125000 Penalty: 4458.207520
	Iteration 13Q: 3 clusters Score -689567.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -689715.562500 Penalty: 4458.207520
	Iteration 14Q: 3 clusters Score -689715.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -689834.562500 Penalty: 4458.207520
	Iteration 15Q: 3 clusters Score -689834.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -689924.750000 Penalty: 4458.207520
	Iteration 16Q: 3 clusters Score -689924.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -689975.562500 Penalty: 4458.207520
	Iteration 17Q: 3 clusters Score -689975.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -690016.375000 Penalty: 4458.207520
	Iteration 18Q: 3 clusters Score -690016.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -690053.625000 Penalty: 4458.207520
	Iteration 19Q: 3 clusters Score -690053.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -690084.062500 Penalty: 4458.207520
	Iteration 20F: 3 clusters Score -690084.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -690115.625000 Penalty: 4458.207520
	Iteration 21Q: 3 clusters Score -690115.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -690141.062500 Penalty: 4458.207520
	Iteration 22Q: 3 clusters Score -690141.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -690158.437500 Penalty: 4458.207520
	Iteration 23Q: 3 clusters Score -690158.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -690170.625000 Penalty: 4458.207520
	Iteration 24Q: 3 clusters Score -690170.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -690177.000000 Penalty: 4458.207520
	Iteration 25Q: 3 clusters Score -690177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -690181.125000 Penalty: 4458.207520
	Iteration 26Q: 3 clusters Score -690181.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -690184.562500 Penalty: 4458.207520
	Iteration 27Q: 3 clusters Score -690184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -690188.687500 Penalty: 4458.207520
	Iteration 28Q: 3 clusters Score -690188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -690190.375000 Penalty: 4458.207520
	Iteration 29Q: 3 clusters Score -690190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -690190.937500 Penalty: 4458.207520
	Iteration 30Q: 3 clusters Score -690190.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -690194.250000 Penalty: 4458.207520
	Iteration 31Q: 3 clusters Score -690194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -690198.187500 Penalty: 4458.207520
	Iteration 32Q: 3 clusters Score -690198.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -690198.687500 Penalty: 4458.207520
	Iteration 33Q: 3 clusters Score -690198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -690199.500000 Penalty: 4458.207520
	Iteration 34Q: 3 clusters Score -690199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -690200.687500 Penalty: 4458.207520
	Iteration 35Q: 3 clusters Score -690200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -690201.062500 Penalty: 4458.207520
	Iteration 36Q: 3 clusters Score -690201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -690202.062500 Penalty: 4458.207520
	Iteration 37Q: 3 clusters Score -690202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -690204.250000 Penalty: 4458.207520
	Iteration 38Q: 3 clusters Score -690204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -690203.125000 Penalty: 4458.207520
	Iteration 39Q: 3 clusters Score -690203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -690204.375000 Penalty: 4458.207520
	Iteration 40F: 3 clusters Score -690204.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Entering Unmasked Estep 
Score: -3836915.750000 Penalty: 2633.350098
	Iteration 0F: 2 clusters Score -3836916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3809157.750000 Penalty: 5266.700195
	Iteration 0F: 3 clusters Score -3809158 nChanged 18722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3819481.000000 Penalty: 5266.700195
	Iteration 1F: 3 clusters Score -3819481 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3820128.750000 Penalty: 5266.700195
	Iteration 2Q: 3 clusters Score -3820129 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3820882.250000 Penalty: 5266.700195
	Iteration 3Q: 3 clusters Score -3820882 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3822104.500000 Penalty: 5266.700195
	Iteration 4F: 3 clusters Score -3822104 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3824268.000000 Penalty: 5266.700195
	Iteration 5F: 3 clusters Score -3824268 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3827602.500000 Penalty: 5266.700195
	Iteration 6F: 3 clusters Score -3827602 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3830974.500000 Penalty: 5266.700195
	Iteration 7F: 3 clusters Score -3830974 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3832937.750000 Penalty: 5266.700195
	Iteration 8F: 3 clusters Score -3832938 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3833690.000000 Penalty: 5266.700195
	Iteration 9Q: 3 clusters Score -3833690 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3833959.000000 Penalty: 5266.700195
	Iteration 10Q: 3 clusters Score -3833959 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3834094.250000 Penalty: 5266.700195
	Iteration 11Q: 3 clusters Score -3834094 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3834155.750000 Penalty: 5266.700195
	Iteration 12Q: 3 clusters Score -3834156 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3834202.500000 Penalty: 5266.700195
	Iteration 13Q: 3 clusters Score -3834202 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3834216.250000 Penalty: 5266.700195
	Iteration 14Q: 3 clusters Score -3834216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3834225.250000 Penalty: 5266.700195
	Iteration 15Q: 3 clusters Score -3834225 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3834249.250000 Penalty: 5266.700195
	Iteration 16Q: 3 clusters Score -3834249 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3834258.750000 Penalty: 5266.700195
	Iteration 17Q: 3 clusters Score -3834259 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3834287.250000 Penalty: 5266.700195
	Iteration 18Q: 3 clusters Score -3834287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3834313.750000 Penalty: 5266.700195
	Iteration 19Q: 3 clusters Score -3834314 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3834330.750000 Penalty: 5266.700195
	Iteration 20F: 3 clusters Score -3834331 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3834341.250000 Penalty: 5266.700195
	Iteration 21Q: 3 clusters Score -3834341 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3834349.750000 Penalty: 5266.700195
	Iteration 22Q: 3 clusters Score -3834350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3834363.250000 Penalty: 5266.700195
	Iteration 23Q: 3 clusters Score -3834363 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3834383.500000 Penalty: 5266.700195
	Iteration 24Q: 3 clusters Score -3834384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3834394.750000 Penalty: 5266.700195
	Iteration 25Q: 3 clusters Score -3834395 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3834411.750000 Penalty: 5266.700195
	Iteration 26Q: 3 clusters Score -3834412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3834422.750000 Penalty: 5266.700195
	Iteration 27Q: 3 clusters Score -3834423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3834419.750000 Penalty: 5266.700195
	Iteration 28Q: 3 clusters Score -3834420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3834433.250000 Penalty: 5266.700195
	Iteration 29Q: 3 clusters Score -3834433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3834432.500000 Penalty: 5266.700195
	Iteration 30Q: 3 clusters Score -3834432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3834431.750000 Penalty: 5266.700195
	Iteration 31Q: 3 clusters Score -3834432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -3834437.250000 Penalty: 5266.700195
	Iteration 32Q: 3 clusters Score -3834437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3834438.500000 Penalty: 5266.700195
	Iteration 33Q: 3 clusters Score -3834438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3834444.250000 Penalty: 5266.700195
	Iteration 34Q: 3 clusters Score -3834444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3834455.500000 Penalty: 5266.700195
	Iteration 35Q: 3 clusters Score -3834456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3834444.000000 Penalty: 5266.700195
	Iteration 36Q: 3 clusters Score -3834444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3834443.750000 Penalty: 5266.700195
	Iteration 37Q: 3 clusters Score -3834444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3834456.500000 Penalty: 5266.700195
	Iteration 38Q: 3 clusters Score -3834456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3834457.000000 Penalty: 5266.700195
	Iteration 39Q: 3 clusters Score -3834457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3834464.500000 Penalty: 5266.700195
	Iteration 40F: 3 clusters Score -3834464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3834471.250000 Penalty: 5266.700195
	Iteration 41Q: 3 clusters Score -3834471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3834472.750000 Penalty: 5266.700195
	Iteration 42Q: 3 clusters Score -3834473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3834472.500000 Penalty: 5266.700195
	Iteration 43Q: 3 clusters Score -3834472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3834484.750000 Penalty: 5266.700195
	Iteration 44Q: 3 clusters Score -3834485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3834491.500000 Penalty: 5266.700195
	Iteration 45Q: 3 clusters Score -3834492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3834490.750000 Penalty: 5266.700195
	Iteration 46Q: 3 clusters Score -3834491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3834498.750000 Penalty: 5266.700195
	Iteration 47Q: 3 clusters Score -3834499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3834496.250000 Penalty: 5266.700195
	Iteration 48Q: 3 clusters Score -3834496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3834489.000000 Penalty: 5266.700195
	Iteration 49Q: 3 clusters Score -3834489 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3834508.250000 Penalty: 5266.700195
	Iteration 50Q: 3 clusters Score -3834508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3834498.000000 Penalty: 5266.700195
	Iteration 51Q: 3 clusters Score -3834498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3834512.750000 Penalty: 5266.700195
	Iteration 52Q: 3 clusters Score -3834513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3834519.750000 Penalty: 5266.700195
	Iteration 53Q: 3 clusters Score -3834520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3834531.750000 Penalty: 5266.700195
	Iteration 54Q: 3 clusters Score -3834532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3834548.750000 Penalty: 5266.700195
	Iteration 55Q: 3 clusters Score -3834549 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3834557.000000 Penalty: 5266.700195
	Iteration 56Q: 3 clusters Score -3834557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3834559.000000 Penalty: 5266.700195
	Iteration 57Q: 3 clusters Score -3834559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -3834568.250000 Penalty: 5266.700195
	Iteration 58Q: 3 clusters Score -3834568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3834569.000000 Penalty: 5266.700195
	Iteration 59Q: 3 clusters Score -3834569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3834600.000000 Penalty: 5266.700195
	Iteration 60F: 3 clusters Score -3834600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3834599.750000 Penalty: 5266.700195
	Iteration 61Q: 3 clusters Score -3834600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3834616.500000 Penalty: 5266.700195
	Iteration 62Q: 3 clusters Score -3834616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3834624.000000 Penalty: 5266.700195
	Iteration 63Q: 3 clusters Score -3834624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3834644.500000 Penalty: 5266.700195
	Iteration 64Q: 3 clusters Score -3834644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3834662.750000 Penalty: 5266.700195
	Iteration 65Q: 3 clusters Score -3834663 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3834673.000000 Penalty: 5266.700195
	Iteration 66Q: 3 clusters Score -3834673 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3834695.000000 Penalty: 5266.700195
	Iteration 67Q: 3 clusters Score -3834695 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3834744.500000 Penalty: 5266.700195
	Iteration 68Q: 3 clusters Score -3834744 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3834775.250000 Penalty: 5266.700195
	Iteration 69Q: 3 clusters Score -3834775 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3834798.500000 Penalty: 5266.700195
	Iteration 70Q: 3 clusters Score -3834798 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3834845.750000 Penalty: 5266.700195
	Iteration 71Q: 3 clusters Score -3834846 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3834890.500000 Penalty: 5266.700195
	Iteration 72Q: 3 clusters Score -3834890 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3834959.500000 Penalty: 5266.700195
	Iteration 73Q: 3 clusters Score -3834960 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3835000.250000 Penalty: 5266.700195
	Iteration 74Q: 3 clusters Score -3835000 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3835067.250000 Penalty: 5266.700195
	Iteration 75Q: 3 clusters Score -3835067 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3835159.000000 Penalty: 5266.700195
	Iteration 76Q: 3 clusters Score -3835159 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3835243.750000 Penalty: 5266.700195
	Iteration 77Q: 3 clusters Score -3835244 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3835329.000000 Penalty: 5266.700195
	Iteration 78Q: 3 clusters Score -3835329 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3835396.500000 Penalty: 5266.700195
	Iteration 79Q: 3 clusters Score -3835396 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3835469.000000 Penalty: 5266.700195
	Iteration 80F: 3 clusters Score -3835469 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3835529.000000 Penalty: 5266.700195
	Iteration 81Q: 3 clusters Score -3835529 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3835574.000000 Penalty: 5266.700195
	Iteration 82Q: 3 clusters Score -3835574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3835605.250000 Penalty: 5266.700195
	Iteration 83Q: 3 clusters Score -3835605 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3835649.500000 Penalty: 5266.700195
	Iteration 84Q: 3 clusters Score -3835650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3835666.000000 Penalty: 5266.700195
	Iteration 85Q: 3 clusters Score -3835666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3835695.500000 Penalty: 5266.700195
	Iteration 86Q: 3 clusters Score -3835696 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3835713.000000 Penalty: 5266.700195
	Iteration 87Q: 3 clusters Score -3835713 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3835725.500000 Penalty: 5266.700195
	Iteration 88Q: 3 clusters Score -3835726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3835740.750000 Penalty: 5266.700195
	Iteration 89Q: 3 clusters Score -3835741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3835743.750000 Penalty: 5266.700195
	Iteration 90Q: 3 clusters Score -3835744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3835755.500000 Penalty: 5266.700195
	Iteration 91Q: 3 clusters Score -3835756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3835760.250000 Penalty: 5266.700195
	Iteration 92Q: 3 clusters Score -3835760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3835767.000000 Penalty: 5266.700195
	Iteration 93Q: 3 clusters Score -3835767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3835767.750000 Penalty: 5266.700195
	Iteration 94Q: 3 clusters Score -3835768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3835770.000000 Penalty: 5266.700195
	Iteration 95Q: 3 clusters Score -3835770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3835769.750000 Penalty: 5266.700195
	Iteration 96Q: 3 clusters Score -3835770 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39030 members 
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Entering Unmasked Estep 
Score: -3835773.250000 Penalty: 5266.700195
	Iteration 97Q: 3 clusters Score -3835773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3835782.500000 Penalty: 5266.700195
	Iteration 98Q: 3 clusters Score -3835782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3835781.000000 Penalty: 5266.700195
	Iteration 99Q: 3 clusters Score -3835781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3835782.750000 Penalty: 5266.700195
	Iteration 100F: 3 clusters Score -3835783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3835779.500000 Penalty: 5266.700195
	Iteration 101Q: 3 clusters Score -3835780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3835777.750000 Penalty: 5266.700195
	Iteration 102Q: 3 clusters Score -3835778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3835777.750000 Penalty: 5266.700195
	Iteration 103F: 3 clusters Score -3835778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -379489.125000 Penalty: 2074.455811
	Iteration 0F: 2 clusters Score -379489.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -375424.218750 Penalty: 4148.911621
	Iteration 0F: 3 clusters Score -375424.2 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -376421.781250 Penalty: 4148.911621
	Iteration 1F: 3 clusters Score -376421.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -376624.156250 Penalty: 4148.911621
	Iteration 2F: 3 clusters Score -376624.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -376753.906250 Penalty: 4148.911621
	Iteration 3F: 3 clusters Score -376753.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -376851.937500 Penalty: 4148.911621
	Iteration 4Q: 3 clusters Score -376851.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -376932.500000 Penalty: 4148.911621
	Iteration 5Q: 3 clusters Score -376932.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -376999.562500 Penalty: 4148.911621
	Iteration 6Q: 3 clusters Score -376999.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -377057.156250 Penalty: 4148.911621
	Iteration 7Q: 3 clusters Score -377057.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -377111.625000 Penalty: 4148.911621
	Iteration 8Q: 3 clusters Score -377111.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -377179.906250 Penalty: 4148.911621
	Iteration 9Q: 3 clusters Score -377179.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -377267.156250 Penalty: 4148.911621
	Iteration 10Q: 3 clusters Score -377267.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -377373.718750 Penalty: 4148.911621
	Iteration 11Q: 3 clusters Score -377373.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -377516.062500 Penalty: 4148.911621
	Iteration 12Q: 3 clusters Score -377516.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -377719.281250 Penalty: 4148.911621
	Iteration 13Q: 3 clusters Score -377719.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -378029.000000 Penalty: 4148.911621
	Iteration 14Q: 3 clusters Score -378029 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -378400.968750 Penalty: 4148.911621
	Iteration 15F: 3 clusters Score -378401 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -378694.843750 Penalty: 4148.911621
	Iteration 16Q: 3 clusters Score -378694.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -378893.437500 Penalty: 4148.911621
	Iteration 17Q: 3 clusters Score -378893.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -379037.593750 Penalty: 4148.911621
	Iteration 18Q: 3 clusters Score -379037.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -379140.531250 Penalty: 4148.911621
	Iteration 19Q: 3 clusters Score -379140.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -379208.593750 Penalty: 4148.911621
	Iteration 20F: 3 clusters Score -379208.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -379253.593750 Penalty: 4148.911621
	Iteration 21Q: 3 clusters Score -379253.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -379288.218750 Penalty: 4148.911621
	Iteration 22Q: 3 clusters Score -379288.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -379323.468750 Penalty: 4148.911621
	Iteration 23Q: 3 clusters Score -379323.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -379346.406250 Penalty: 4148.911621
	Iteration 24Q: 3 clusters Score -379346.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -379363.718750 Penalty: 4148.911621
	Iteration 25Q: 3 clusters Score -379363.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -379383.687500 Penalty: 4148.911621
	Iteration 26Q: 3 clusters Score -379383.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -379402.343750 Penalty: 4148.911621
	Iteration 27Q: 3 clusters Score -379402.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -379413.375000 Penalty: 4148.911621
	Iteration 28Q: 3 clusters Score -379413.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -379422.562500 Penalty: 4148.911621
	Iteration 29Q: 3 clusters Score -379422.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -379436.375000 Penalty: 4148.911621
	Iteration 30Q: 3 clusters Score -379436.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -379456.937500 Penalty: 4148.911621
	Iteration 31Q: 3 clusters Score -379456.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -379476.000000 Penalty: 4148.911621
	Iteration 32Q: 3 clusters Score -379476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -379506.562500 Penalty: 4148.911621
	Iteration 33Q: 3 clusters Score -379506.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -379549.468750 Penalty: 4148.911621
	Iteration 34Q: 3 clusters Score -379549.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -379604.906250 Penalty: 4148.911621
	Iteration 35Q: 3 clusters Score -379604.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -379675.531250 Penalty: 4148.911621
	Iteration 36Q: 3 clusters Score -379675.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -379756.125000 Penalty: 4148.911621
	Iteration 37Q: 3 clusters Score -379756.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -379843.781250 Penalty: 4148.911621
	Iteration 38Q: 3 clusters Score -379843.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -379910.875000 Penalty: 4148.911621
	Iteration 39Q: 3 clusters Score -379910.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -379967.406250 Penalty: 4148.911621
	Iteration 40F: 3 clusters Score -379967.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -380020.718750 Penalty: 4148.911621
	Iteration 41Q: 3 clusters Score -380020.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -380069.312500 Penalty: 4148.911621
	Iteration 42Q: 3 clusters Score -380069.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -380097.625000 Penalty: 4148.911621
	Iteration 43Q: 3 clusters Score -380097.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -380121.812500 Penalty: 4148.911621
	Iteration 44Q: 3 clusters Score -380121.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -380139.562500 Penalty: 4148.911621
	Iteration 45Q: 3 clusters Score -380139.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -380151.781250 Penalty: 4148.911621
	Iteration 46Q: 3 clusters Score -380151.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -380161.968750 Penalty: 4148.911621
	Iteration 47Q: 3 clusters Score -380162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -380174.843750 Penalty: 4148.911621
	Iteration 48Q: 3 clusters Score -380174.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -380191.281250 Penalty: 4148.911621
	Iteration 49Q: 3 clusters Score -380191.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -380211.562500 Penalty: 4148.911621
	Iteration 50Q: 3 clusters Score -380211.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -380224.218750 Penalty: 4148.911621
	Iteration 51Q: 3 clusters Score -380224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -380230.812500 Penalty: 4148.911621
	Iteration 52Q: 3 clusters Score -380230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -380236.781250 Penalty: 4148.911621
	Iteration 53Q: 3 clusters Score -380236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -380239.687500 Penalty: 4148.911621
	Iteration 54Q: 3 clusters Score -380239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -380240.125000 Penalty: 4148.911621
	Iteration 55Q: 3 clusters Score -380240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -380241.656250 Penalty: 4148.911621
	Iteration 56Q: 3 clusters Score -380241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -380241.937500 Penalty: 4148.911621
	Iteration 57Q: 3 clusters Score -380241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -380242.343750 Penalty: 4148.911621
	Iteration 58Q: 3 clusters Score -380242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -380242.343750 Penalty: 4148.911621
	Iteration 59F: 3 clusters Score -380242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 228526 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 14 contains 14808 members 
Mstep: Class 15 contains 143745 members 
Mstep: Class 16 contains 426928 members 
Mstep: Class 17 contains 128231 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 17374 members 
Entering Unmasked Estep 
Score: -93514912.000000 Penalty: 61898.406250
Splitting cluster 8 changes total score from -93511352.000000 to -93514912.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (228526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228526 members 
Entering Unmasked Estep 
Score: -20557570.000000 Penalty: 3060.172363
	Iteration 0F: 2 clusters Score -2.055757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 114525 members 
Entering Unmasked Estep 
Score: -20404104.000000 Penalty: 6120.344727
	Iteration 0F: 3 clusters Score -2.04041e+07 nChanged 110258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 119353 members 
Entering Unmasked Estep 
Score: -20470110.000000 Penalty: 6120.344727
	Iteration 1F: 3 clusters Score -2.047011e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 122715 members 
Entering Unmasked Estep 
Score: -20472564.000000 Penalty: 6120.344727
	Iteration 2Q: 3 clusters Score -2.047256e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 127870 members 
Entering Unmasked Estep 
Score: -20476200.000000 Penalty: 6120.344727
	Iteration 3Q: 3 clusters Score -2.04762e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 135343 members 
Entering Unmasked Estep 
Score: -20481806.000000 Penalty: 6120.344727
	Iteration 4Q: 3 clusters Score -2.048181e+07 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 145348 members 
Entering Unmasked Estep 
Score: -20490318.000000 Penalty: 6120.344727
	Iteration 5F: 3 clusters Score -2.049032e+07 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 157569 members 
Entering Unmasked Estep 
Score: -20501736.000000 Penalty: 6120.344727
	Iteration 6F: 3 clusters Score -2.050174e+07 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -20513710.000000 Penalty: 6120.344727
	Iteration 7F: 3 clusters Score -2.051371e+07 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -20524044.000000 Penalty: 6120.344727
	Iteration 8F: 3 clusters Score -2.052404e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 191499 members 
Entering Unmasked Estep 
Score: -20531958.000000 Penalty: 6120.344727
	Iteration 9Q: 3 clusters Score -2.053196e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 199195 members 
Entering Unmasked Estep 
Score: -20537640.000000 Penalty: 6120.344727
	Iteration 10Q: 3 clusters Score -2.053764e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 205584 members 
Entering Unmasked Estep 
Score: -20542028.000000 Penalty: 6120.344727
	Iteration 11Q: 3 clusters Score -2.054203e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 210788 members 
Entering Unmasked Estep 
Score: -20545112.000000 Penalty: 6120.344727
	Iteration 12Q: 3 clusters Score -2.054511e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 215094 members 
Entering Unmasked Estep 
Score: -20547650.000000 Penalty: 6120.344727
	Iteration 13Q: 3 clusters Score -2.054765e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 218575 members 
Entering Unmasked Estep 
Score: -20549872.000000 Penalty: 6120.344727
	Iteration 14Q: 3 clusters Score -2.054987e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 221230 members 
Entering Unmasked Estep 
Score: -20551626.000000 Penalty: 6120.344727
	Iteration 15Q: 3 clusters Score -2.055163e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 223118 members 
Entering Unmasked Estep 
Score: -20552810.000000 Penalty: 6120.344727
	Iteration 16Q: 3 clusters Score -2.055281e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 224422 members 
Entering Unmasked Estep 
Score: -20553624.000000 Penalty: 6120.344727
	Iteration 17Q: 3 clusters Score -2.055362e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 225222 members 
Entering Unmasked Estep 
Score: -20554132.000000 Penalty: 6120.344727
	Iteration 18Q: 3 clusters Score -2.055413e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 225744 members 
Entering Unmasked Estep 
Score: -20554386.000000 Penalty: 6120.344727
	Iteration 19Q: 3 clusters Score -2.055439e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 226088 members 
Entering Unmasked Estep 
Score: -20554592.000000 Penalty: 6120.344727
	Iteration 20F: 3 clusters Score -2.055459e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 226315 members 
Entering Unmasked Estep 
Score: -20554788.000000 Penalty: 6120.344727
	Iteration 21Q: 3 clusters Score -2.055479e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 226478 members 
Entering Unmasked Estep 
Score: -20554936.000000 Penalty: 6120.344727
	Iteration 22Q: 3 clusters Score -2.055494e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 226595 members 
Entering Unmasked Estep 
Score: -20555052.000000 Penalty: 6120.344727
	Iteration 23Q: 3 clusters Score -2.055505e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 226664 members 
Entering Unmasked Estep 
Score: -20555182.000000 Penalty: 6120.344727
	Iteration 24Q: 3 clusters Score -2.055518e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 226709 members 
Entering Unmasked Estep 
Score: -20555302.000000 Penalty: 6120.344727
	Iteration 25Q: 3 clusters Score -2.05553e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 226737 members 
Entering Unmasked Estep 
Score: -20555416.000000 Penalty: 6120.344727
	Iteration 26Q: 3 clusters Score -2.055542e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 226739 members 
Entering Unmasked Estep 
Score: -20555458.000000 Penalty: 6120.344727
	Iteration 27Q: 3 clusters Score -2.055546e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 226734 members 
Entering Unmasked Estep 
Score: -20555478.000000 Penalty: 6120.344727
	Iteration 28Q: 3 clusters Score -2.055548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 226726 members 
Entering Unmasked Estep 
Score: -20555548.000000 Penalty: 6120.344727
	Iteration 29Q: 3 clusters Score -2.055555e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 226694 members 
Entering Unmasked Estep 
Score: -20555570.000000 Penalty: 6120.344727
	Iteration 30Q: 3 clusters Score -2.055557e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 226672 members 
Entering Unmasked Estep 
Score: -20555620.000000 Penalty: 6120.344727
	Iteration 31Q: 3 clusters Score -2.055562e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 226652 members 
Entering Unmasked Estep 
Score: -20555652.000000 Penalty: 6120.344727
	Iteration 32Q: 3 clusters Score -2.055565e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 226641 members 
Entering Unmasked Estep 
Score: -20555684.000000 Penalty: 6120.344727
	Iteration 33Q: 3 clusters Score -2.055568e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 226624 members 
Entering Unmasked Estep 
Score: -20555726.000000 Penalty: 6120.344727
	Iteration 34Q: 3 clusters Score -2.055573e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 226624 members 
Entering Unmasked Estep 
Score: -20555758.000000 Penalty: 6120.344727
	Iteration 35Q: 3 clusters Score -2.055576e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 226613 members 
Entering Unmasked Estep 
Score: -20555760.000000 Penalty: 6120.344727
	Iteration 36Q: 3 clusters Score -2.055576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 226597 members 
Entering Unmasked Estep 
Score: -20555744.000000 Penalty: 6120.344727
	Iteration 37Q: 3 clusters Score -2.055574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 226583 members 
Entering Unmasked Estep 
Score: -20555746.000000 Penalty: 6120.344727
	Iteration 38Q: 3 clusters Score -2.055575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 226570 members 
Entering Unmasked Estep 
Score: -20555748.000000 Penalty: 6120.344727
	Iteration 39Q: 3 clusters Score -2.055575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 226565 members 
Entering Unmasked Estep 
Score: -20555756.000000 Penalty: 6120.344727
	Iteration 40F: 3 clusters Score -2.055576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 226554 members 
Entering Unmasked Estep 
Score: -20555796.000000 Penalty: 6120.344727
	Iteration 41Q: 3 clusters Score -2.05558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 226543 members 
Entering Unmasked Estep 
Score: -20555836.000000 Penalty: 6120.344727
	Iteration 42Q: 3 clusters Score -2.055584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 226539 members 
Entering Unmasked Estep 
Score: -20555840.000000 Penalty: 6120.344727
	Iteration 43Q: 3 clusters Score -2.055584e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 226536 members 
Entering Unmasked Estep 
Score: -20555814.000000 Penalty: 6120.344727
	Iteration 44Q: 3 clusters Score -2.055581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 226538 members 
Entering Unmasked Estep 
Score: -20555816.000000 Penalty: 6120.344727
	Iteration 45Q: 3 clusters Score -2.055582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 226537 members 
Entering Unmasked Estep 
Score: -20555806.000000 Penalty: 6120.344727
	Iteration 46Q: 3 clusters Score -2.055581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 226532 members 
Entering Unmasked Estep 
Score: -20555818.000000 Penalty: 6120.344727
	Iteration 47Q: 3 clusters Score -2.055582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 226530 members 
Entering Unmasked Estep 
Score: -20555826.000000 Penalty: 6120.344727
	Iteration 48Q: 3 clusters Score -2.055583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 226521 members 
Entering Unmasked Estep 
Score: -20555828.000000 Penalty: 6120.344727
	Iteration 49Q: 3 clusters Score -2.055583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 226520 members 
Entering Unmasked Estep 
Score: -20555854.000000 Penalty: 6120.344727
	Iteration 50Q: 3 clusters Score -2.055585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 226517 members 
Entering Unmasked Estep 
Score: -20555864.000000 Penalty: 6120.344727
	Iteration 51Q: 3 clusters Score -2.055586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 226516 members 
Entering Unmasked Estep 
Score: -20555856.000000 Penalty: 6120.344727
	Iteration 52Q: 3 clusters Score -2.055586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 226513 members 
Entering Unmasked Estep 
Score: -20555854.000000 Penalty: 6120.344727
	Iteration 53Q: 3 clusters Score -2.055585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 226510 members 
Entering Unmasked Estep 
Score: -20555854.000000 Penalty: 6120.344727
	Iteration 54Q: 3 clusters Score -2.055585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 226508 members 
Entering Unmasked Estep 
Score: -20555852.000000 Penalty: 6120.344727
	Iteration 55Q: 3 clusters Score -2.055585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 226504 members 
Entering Unmasked Estep 
Score: -20555864.000000 Penalty: 6120.344727
	Iteration 56Q: 3 clusters Score -2.055586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 226504 members 
Entering Unmasked Estep 
Score: -20555868.000000 Penalty: 6120.344727
	Iteration 57Q: 3 clusters Score -2.055587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 226505 members 
Entering Unmasked Estep 
Score: -20555874.000000 Penalty: 6120.344727
	Iteration 58Q: 3 clusters Score -2.055587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 226505 members 
Entering Unmasked Estep 
Score: -20555874.000000 Penalty: 6120.344727
	Iteration 59Q: 3 clusters Score -2.055587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 226504 members 
Entering Unmasked Estep 
Score: -20555880.000000 Penalty: 6120.344727
	Iteration 60F: 3 clusters Score -2.055588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -271301.437500 Penalty: 2025.362549
	Iteration 0F: 2 clusters Score -271301.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -267854.750000 Penalty: 4050.725098
	Iteration 0F: 3 clusters Score -267854.8 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -270035.218750 Penalty: 4050.725098
	Iteration 1F: 3 clusters Score -270035.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -270884.343750 Penalty: 4050.725098
	Iteration 2F: 3 clusters Score -270884.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -271890.218750 Penalty: 4050.725098
	Iteration 3F: 3 clusters Score -271890.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -273040.593750 Penalty: 4050.725098
	Iteration 4F: 3 clusters Score -273040.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -273691.875000 Penalty: 4050.725098
	Iteration 5F: 3 clusters Score -273691.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -273845.375000 Penalty: 4050.725098
	Iteration 6Q: 3 clusters Score -273845.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -273897.000000 Penalty: 4050.725098
	Iteration 7Q: 3 clusters Score -273897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -273931.031250 Penalty: 4050.725098
	Iteration 8Q: 3 clusters Score -273931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -273970.468750 Penalty: 4050.725098
	Iteration 9Q: 3 clusters Score -273970.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -274026.843750 Penalty: 4050.725098
	Iteration 10Q: 3 clusters Score -274026.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -274057.187500 Penalty: 4050.725098
	Iteration 11Q: 3 clusters Score -274057.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -274070.250000 Penalty: 4050.725098
	Iteration 12Q: 3 clusters Score -274070.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -274082.093750 Penalty: 4050.725098
	Iteration 13Q: 3 clusters Score -274082.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -274094.593750 Penalty: 4050.725098
	Iteration 14Q: 3 clusters Score -274094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -274099.093750 Penalty: 4050.725098
	Iteration 15Q: 3 clusters Score -274099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -274102.718750 Penalty: 4050.725098
	Iteration 16Q: 3 clusters Score -274102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -274105.468750 Penalty: 4050.725098
	Iteration 17Q: 3 clusters Score -274105.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -274109.156250 Penalty: 4050.725098
	Iteration 18Q: 3 clusters Score -274109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -274111.593750 Penalty: 4050.725098
	Iteration 19Q: 3 clusters Score -274111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -274112.875000 Penalty: 4050.725098
	Iteration 20F: 3 clusters Score -274112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -274114.750000 Penalty: 4050.725098
	Iteration 21Q: 3 clusters Score -274114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -274115.937500 Penalty: 4050.725098
	Iteration 22Q: 3 clusters Score -274115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -274116.531250 Penalty: 4050.725098
	Iteration 23Q: 3 clusters Score -274116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -274117.500000 Penalty: 4050.725098
	Iteration 24Q: 3 clusters Score -274117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -274118.312500 Penalty: 4050.725098
	Iteration 25Q: 3 clusters Score -274118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -274118.125000 Penalty: 4050.725098
	Iteration 26Q: 3 clusters Score -274118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -274118.531250 Penalty: 4050.725098
	Iteration 27Q: 3 clusters Score -274118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -274118.531250 Penalty: 4050.725098
	Iteration 28F: 3 clusters Score -274118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 228526 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 14808 members 
Mstep: Class 15 contains 143745 members 
Mstep: Class 16 contains 426928 members 
Mstep: Class 17 contains 128231 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 17374 members 
Entering Unmasked Estep 
Score: -93516520.000000 Penalty: 65337.207031
Splitting cluster 12 changes total score from -93511352.000000 to -93516520.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 14 (14808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Entering Unmasked Estep 
Score: -1289616.875000 Penalty: 2381.524658
	Iteration 0F: 2 clusters Score -1289617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1278871.500000 Penalty: 4763.049316
	Iteration 0F: 3 clusters Score -1278872 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1282491.500000 Penalty: 4763.049316
	Iteration 1F: 3 clusters Score -1282492 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1282935.500000 Penalty: 4763.049316
	Iteration 2F: 3 clusters Score -1282936 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1283314.625000 Penalty: 4763.049316
	Iteration 3F: 3 clusters Score -1283315 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1283615.250000 Penalty: 4763.049316
	Iteration 4Q: 3 clusters Score -1283615 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1283890.500000 Penalty: 4763.049316
	Iteration 5Q: 3 clusters Score -1283890 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1284137.750000 Penalty: 4763.049316
	Iteration 6Q: 3 clusters Score -1284138 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1284407.125000 Penalty: 4763.049316
	Iteration 7Q: 3 clusters Score -1284407 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1284766.875000 Penalty: 4763.049316
	Iteration 8Q: 3 clusters Score -1284767 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1285272.375000 Penalty: 4763.049316
	Iteration 9Q: 3 clusters Score -1285272 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1285894.625000 Penalty: 4763.049316
	Iteration 10Q: 3 clusters Score -1285895 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1286657.250000 Penalty: 4763.049316
	Iteration 11F: 3 clusters Score -1286657 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1287566.250000 Penalty: 4763.049316
	Iteration 12F: 3 clusters Score -1287566 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1288458.250000 Penalty: 4763.049316
	Iteration 13Q: 3 clusters Score -1288458 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1289193.125000 Penalty: 4763.049316
	Iteration 14Q: 3 clusters Score -1289193 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1289628.000000 Penalty: 4763.049316
	Iteration 15Q: 3 clusters Score -1289628 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1289958.750000 Penalty: 4763.049316
	Iteration 16Q: 3 clusters Score -1289959 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1290245.375000 Penalty: 4763.049316
	Iteration 17Q: 3 clusters Score -1290245 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1290464.875000 Penalty: 4763.049316
	Iteration 18Q: 3 clusters Score -1290465 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1290647.250000 Penalty: 4763.049316
	Iteration 19Q: 3 clusters Score -1290647 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1290801.125000 Penalty: 4763.049316
	Iteration 20F: 3 clusters Score -1290801 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1290905.125000 Penalty: 4763.049316
	Iteration 21Q: 3 clusters Score -1290905 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1290979.500000 Penalty: 4763.049316
	Iteration 22Q: 3 clusters Score -1290980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1291012.500000 Penalty: 4763.049316
	Iteration 23Q: 3 clusters Score -1291012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1291049.375000 Penalty: 4763.049316
	Iteration 24Q: 3 clusters Score -1291049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1291070.750000 Penalty: 4763.049316
	Iteration 25Q: 3 clusters Score -1291071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1291086.875000 Penalty: 4763.049316
	Iteration 26Q: 3 clusters Score -1291087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1291101.000000 Penalty: 4763.049316
	Iteration 27Q: 3 clusters Score -1291101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1291107.500000 Penalty: 4763.049316
	Iteration 28Q: 3 clusters Score -1291108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1291112.000000 Penalty: 4763.049316
	Iteration 29Q: 3 clusters Score -1291112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1291121.875000 Penalty: 4763.049316
	Iteration 30Q: 3 clusters Score -1291122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1291126.500000 Penalty: 4763.049316
	Iteration 31Q: 3 clusters Score -1291126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1291127.125000 Penalty: 4763.049316
	Iteration 32Q: 3 clusters Score -1291127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1291134.500000 Penalty: 4763.049316
	Iteration 33Q: 3 clusters Score -1291134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1291139.000000 Penalty: 4763.049316
	Iteration 34Q: 3 clusters Score -1291139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1291137.500000 Penalty: 4763.049316
	Iteration 35Q: 3 clusters Score -1291138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1291144.500000 Penalty: 4763.049316
	Iteration 36Q: 3 clusters Score -1291144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1291143.625000 Penalty: 4763.049316
	Iteration 37Q: 3 clusters Score -1291144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1291144.000000 Penalty: 4763.049316
	Iteration 38Q: 3 clusters Score -1291144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1291143.000000 Penalty: 4763.049316
	Iteration 39Q: 3 clusters Score -1291143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1291141.750000 Penalty: 4763.049316
	Iteration 40F: 3 clusters Score -1291142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1291141.250000 Penalty: 4763.049316
	Iteration 41Q: 3 clusters Score -1291141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1291143.500000 Penalty: 4763.049316
	Iteration 42Q: 3 clusters Score -1291144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1291143.125000 Penalty: 4763.049316
	Iteration 43Q: 3 clusters Score -1291143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1291140.625000 Penalty: 4763.049316
	Iteration 44Q: 3 clusters Score -1291141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1291140.625000 Penalty: 4763.049316
	Iteration 45F: 3 clusters Score -1291141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 228526 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 143745 members 
Mstep: Class 16 contains 426928 members 
Mstep: Class 17 contains 128231 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 4707 members 
Entering Unmasked Estep 
Score: -93516856.000000 Penalty: 68776.007812
Splitting cluster 14 changes total score from -93511352.000000 to -93516856.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (143745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143745 members 
Entering Unmasked Estep 
Score: -12769206.000000 Penalty: 2945.197510
	Iteration 0F: 2 clusters Score -1.276921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -12673325.000000 Penalty: 5890.395020
	Iteration 0F: 3 clusters Score -1.267332e+07 nChanged 68618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -12714348.000000 Penalty: 5890.395020
	Iteration 1F: 3 clusters Score -1.271435e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -12717898.000000 Penalty: 5890.395020
	Iteration 2Q: 3 clusters Score -1.27179e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -12724577.000000 Penalty: 5890.395020
	Iteration 3F: 3 clusters Score -1.272458e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -12735093.000000 Penalty: 5890.395020
	Iteration 4F: 3 clusters Score -1.273509e+07 nChanged 13892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -12746740.000000 Penalty: 5890.395020
	Iteration 5F: 3 clusters Score -1.274674e+07 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -12755724.000000 Penalty: 5890.395020
	Iteration 6F: 3 clusters Score -1.275572e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -12761947.000000 Penalty: 5890.395020
	Iteration 7F: 3 clusters Score -1.276195e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -12766378.000000 Penalty: 5890.395020
	Iteration 8F: 3 clusters Score -1.276638e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 112607 members 
Entering Unmasked Estep 
Score: -12770290.000000 Penalty: 5890.395020
	Iteration 9Q: 3 clusters Score -1.277029e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 117794 members 
Entering Unmasked Estep 
Score: -12773687.000000 Penalty: 5890.395020
	Iteration 10Q: 3 clusters Score -1.277369e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 122307 members 
Entering Unmasked Estep 
Score: -12776673.000000 Penalty: 5890.395020
	Iteration 11Q: 3 clusters Score -1.277667e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -12778911.000000 Penalty: 5890.395020
	Iteration 12Q: 3 clusters Score -1.277891e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 128712 members 
Entering Unmasked Estep 
Score: -12780390.000000 Penalty: 5890.395020
	Iteration 13Q: 3 clusters Score -1.278039e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 130617 members 
Entering Unmasked Estep 
Score: -12781303.000000 Penalty: 5890.395020
	Iteration 14Q: 3 clusters Score -1.27813e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -12781802.000000 Penalty: 5890.395020
	Iteration 15Q: 3 clusters Score -1.27818e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 132935 members 
Entering Unmasked Estep 
Score: -12782184.000000 Penalty: 5890.395020
	Iteration 16Q: 3 clusters Score -1.278218e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 133576 members 
Entering Unmasked Estep 
Score: -12782507.000000 Penalty: 5890.395020
	Iteration 17Q: 3 clusters Score -1.278251e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 134042 members 
Entering Unmasked Estep 
Score: -12782641.000000 Penalty: 5890.395020
	Iteration 18Q: 3 clusters Score -1.278264e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -12782719.000000 Penalty: 5890.395020
	Iteration 19Q: 3 clusters Score -1.278272e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 134594 members 
Entering Unmasked Estep 
Score: -12782714.000000 Penalty: 5890.395020
	Iteration 20F: 3 clusters Score -1.278271e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 134763 members 
Entering Unmasked Estep 
Score: -12782714.000000 Penalty: 5890.395020
	Iteration 21Q: 3 clusters Score -1.278271e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 134874 members 
Entering Unmasked Estep 
Score: -12782737.000000 Penalty: 5890.395020
	Iteration 22Q: 3 clusters Score -1.278274e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 134943 members 
Entering Unmasked Estep 
Score: -12782741.000000 Penalty: 5890.395020
	Iteration 23Q: 3 clusters Score -1.278274e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -12782722.000000 Penalty: 5890.395020
	Iteration 24Q: 3 clusters Score -1.278272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -12782762.000000 Penalty: 5890.395020
	Iteration 25Q: 3 clusters Score -1.278276e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -12782763.000000 Penalty: 5890.395020
	Iteration 26Q: 3 clusters Score -1.278276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 135087 members 
Entering Unmasked Estep 
Score: -12782773.000000 Penalty: 5890.395020
	Iteration 27Q: 3 clusters Score -1.278277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -12782782.000000 Penalty: 5890.395020
	Iteration 28Q: 3 clusters Score -1.278278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 135119 members 
Entering Unmasked Estep 
Score: -12782779.000000 Penalty: 5890.395020
	Iteration 29Q: 3 clusters Score -1.278278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 135129 members 
Entering Unmasked Estep 
Score: -12782790.000000 Penalty: 5890.395020
	Iteration 30Q: 3 clusters Score -1.278279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 135140 members 
Entering Unmasked Estep 
Score: -12782780.000000 Penalty: 5890.395020
	Iteration 31Q: 3 clusters Score -1.278278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 135151 members 
Entering Unmasked Estep 
Score: -12782774.000000 Penalty: 5890.395020
	Iteration 32Q: 3 clusters Score -1.278277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 135169 members 
Entering Unmasked Estep 
Score: -12782789.000000 Penalty: 5890.395020
	Iteration 33Q: 3 clusters Score -1.278279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -12782796.000000 Penalty: 5890.395020
	Iteration 34Q: 3 clusters Score -1.27828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 135194 members 
Entering Unmasked Estep 
Score: -12782781.000000 Penalty: 5890.395020
	Iteration 35Q: 3 clusters Score -1.278278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 135204 members 
Entering Unmasked Estep 
Score: -12782803.000000 Penalty: 5890.395020
	Iteration 36Q: 3 clusters Score -1.27828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 135211 members 
Entering Unmasked Estep 
Score: -12782805.000000 Penalty: 5890.395020
	Iteration 37Q: 3 clusters Score -1.27828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -12782806.000000 Penalty: 5890.395020
	Iteration 38Q: 3 clusters Score -1.278281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 135217 members 
Entering Unmasked Estep 
Score: -12782805.000000 Penalty: 5890.395020
	Iteration 39Q: 3 clusters Score -1.27828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 135217 members 
Entering Unmasked Estep 
Score: -12782805.000000 Penalty: 5890.395020
	Iteration 40F: 3 clusters Score -1.27828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 228526 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 8528 members 
Mstep: Class 16 contains 426928 members 
Mstep: Class 17 contains 128231 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 4707 members 
Mstep: Class 21 contains 135217 members 
Entering Unmasked Estep 
Score: -93530144.000000 Penalty: 72214.812500
Splitting cluster 15 changes total score from -93511352.000000 to -93530144.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (426928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426928 members 
Entering Unmasked Estep 
Score: -39276176.000000 Penalty: 3215.164062
	Iteration 0F: 2 clusters Score -3.927618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213539 members 
Mstep: Class 2 contains 213389 members 
Entering Unmasked Estep 
Score: -38987848.000000 Penalty: 6430.328125
	Iteration 0F: 3 clusters Score -3.898785e+07 nChanged 208105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218364 members 
Mstep: Class 2 contains 208564 members 
Entering Unmasked Estep 
Score: -39111620.000000 Penalty: 6430.328125
	Iteration 1F: 3 clusters Score -3.911162e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221432 members 
Mstep: Class 2 contains 205496 members 
Entering Unmasked Estep 
Score: -39112864.000000 Penalty: 6430.328125
	Iteration 2Q: 3 clusters Score -3.911286e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226424 members 
Mstep: Class 2 contains 200504 members 
Entering Unmasked Estep 
Score: -39115024.000000 Penalty: 6430.328125
	Iteration 3Q: 3 clusters Score -3.911502e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234302 members 
Mstep: Class 2 contains 192626 members 
Entering Unmasked Estep 
Score: -39118200.000000 Penalty: 6430.328125
	Iteration 4Q: 3 clusters Score -3.91182e+07 nChanged 16875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246737 members 
Mstep: Class 2 contains 180191 members 
Entering Unmasked Estep 
Score: -39124256.000000 Penalty: 6430.328125
	Iteration 5Q: 3 clusters Score -3.912426e+07 nChanged 22894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265643 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -39135896.000000 Penalty: 6430.328125
	Iteration 6F: 3 clusters Score -3.91359e+07 nChanged 29218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291477 members 
Mstep: Class 2 contains 135451 members 
Entering Unmasked Estep 
Score: -39155096.000000 Penalty: 6430.328125
	Iteration 7F: 3 clusters Score -3.91551e+07 nChanged 33815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322892 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -39181492.000000 Penalty: 6430.328125
	Iteration 8F: 3 clusters Score -3.918149e+07 nChanged 34091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355647 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -39210748.000000 Penalty: 6430.328125
	Iteration 9F: 3 clusters Score -3.921075e+07 nChanged 28762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384051 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -39236692.000000 Penalty: 6430.328125
	Iteration 10F: 3 clusters Score -3.923669e+07 nChanged 20623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404624 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -39255308.000000 Penalty: 6430.328125
	Iteration 11Q: 3 clusters Score -3.925531e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416814 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -39266384.000000 Penalty: 6430.328125
	Iteration 12Q: 3 clusters Score -3.926638e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422598 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -39271480.000000 Penalty: 6430.328125
	Iteration 13Q: 3 clusters Score -3.927148e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424757 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -39272992.000000 Penalty: 6430.328125
	Iteration 14Q: 3 clusters Score -3.927299e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425455 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -39273532.000000 Penalty: 6430.328125
	Iteration 15Q: 3 clusters Score -3.927353e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425715 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -39273704.000000 Penalty: 6430.328125
	Iteration 16Q: 3 clusters Score -3.92737e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425841 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -39273856.000000 Penalty: 6430.328125
	Iteration 17Q: 3 clusters Score -3.927386e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425910 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -39273960.000000 Penalty: 6430.328125
	Iteration 18Q: 3 clusters Score -3.927396e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425958 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -39274056.000000 Penalty: 6430.328125
	Iteration 19Q: 3 clusters Score -3.927406e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425977 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -39274096.000000 Penalty: 6430.328125
	Iteration 20F: 3 clusters Score -3.92741e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426000 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -39274156.000000 Penalty: 6430.328125
	Iteration 21Q: 3 clusters Score -3.927416e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426019 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -39274184.000000 Penalty: 6430.328125
	Iteration 22Q: 3 clusters Score -3.927418e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426020 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -39274204.000000 Penalty: 6430.328125
	Iteration 23Q: 3 clusters Score -3.92742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426020 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -39274192.000000 Penalty: 6430.328125
	Iteration 24Q: 3 clusters Score -3.927419e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426021 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -39274236.000000 Penalty: 6430.328125
	Iteration 25Q: 3 clusters Score -3.927424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426029 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -39274260.000000 Penalty: 6430.328125
	Iteration 26Q: 3 clusters Score -3.927426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -39274324.000000 Penalty: 6430.328125
	Iteration 27Q: 3 clusters Score -3.927432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -39274296.000000 Penalty: 6430.328125
	Iteration 28Q: 3 clusters Score -3.92743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426017 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -39274308.000000 Penalty: 6430.328125
	Iteration 29Q: 3 clusters Score -3.927431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -39274284.000000 Penalty: 6430.328125
	Iteration 30Q: 3 clusters Score -3.927428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -39274296.000000 Penalty: 6430.328125
	Iteration 31Q: 3 clusters Score -3.92743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -39274320.000000 Penalty: 6430.328125
	Iteration 32Q: 3 clusters Score -3.927432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -39274308.000000 Penalty: 6430.328125
	Iteration 33Q: 3 clusters Score -3.927431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426010 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -39274304.000000 Penalty: 6430.328125
	Iteration 34Q: 3 clusters Score -3.92743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426007 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -39274312.000000 Penalty: 6430.328125
	Iteration 35Q: 3 clusters Score -3.927431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426005 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -39274324.000000 Penalty: 6430.328125
	Iteration 36Q: 3 clusters Score -3.927432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426005 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -39274320.000000 Penalty: 6430.328125
	Iteration 37Q: 3 clusters Score -3.927432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426006 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -39274304.000000 Penalty: 6430.328125
	Iteration 38Q: 3 clusters Score -3.92743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426008 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -39274304.000000 Penalty: 6430.328125
	Iteration 39Q: 3 clusters Score -3.92743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426008 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -39274304.000000 Penalty: 6430.328125
	Iteration 40F: 3 clusters Score -3.92743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -39274288.000000 Penalty: 6430.328125
	Iteration 41Q: 3 clusters Score -3.927429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -39274288.000000 Penalty: 6430.328125
	Iteration 42Q: 3 clusters Score -3.927429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -39274260.000000 Penalty: 6430.328125
	Iteration 43Q: 3 clusters Score -3.927426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426018 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -39274268.000000 Penalty: 6430.328125
	Iteration 44Q: 3 clusters Score -3.927427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426018 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -39274280.000000 Penalty: 6430.328125
	Iteration 45Q: 3 clusters Score -3.927428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426019 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -39274268.000000 Penalty: 6430.328125
	Iteration 46Q: 3 clusters Score -3.927427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426020 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -39274284.000000 Penalty: 6430.328125
	Iteration 47Q: 3 clusters Score -3.927428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426020 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -39274284.000000 Penalty: 6430.328125
	Iteration 48F: 3 clusters Score -3.927428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Entering Unmasked Estep 
Score: -11755871.000000 Penalty: 2916.874023
	Iteration 0F: 2 clusters Score -1.175587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -11670413.000000 Penalty: 5833.748047
	Iteration 0F: 3 clusters Score -1.167041e+07 nChanged 61224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -11706462.000000 Penalty: 5833.748047
	Iteration 1F: 3 clusters Score -1.170646e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -11708346.000000 Penalty: 5833.748047
	Iteration 2Q: 3 clusters Score -1.170835e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -11710732.000000 Penalty: 5833.748047
	Iteration 3Q: 3 clusters Score -1.171073e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -11713714.000000 Penalty: 5833.748047
	Iteration 4F: 3 clusters Score -1.171371e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -11717431.000000 Penalty: 5833.748047
	Iteration 5F: 3 clusters Score -1.171743e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -11722550.000000 Penalty: 5833.748047
	Iteration 6F: 3 clusters Score -1.172255e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -11728964.000000 Penalty: 5833.748047
	Iteration 7F: 3 clusters Score -1.172896e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -11736231.000000 Penalty: 5833.748047
	Iteration 8F: 3 clusters Score -1.173623e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -11742760.000000 Penalty: 5833.748047
	Iteration 9F: 3 clusters Score -1.174276e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -11746982.000000 Penalty: 5833.748047
	Iteration 10Q: 3 clusters Score -1.174698e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -11749099.000000 Penalty: 5833.748047
	Iteration 11Q: 3 clusters Score -1.17491e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -11750395.000000 Penalty: 5833.748047
	Iteration 12Q: 3 clusters Score -1.17504e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -11751321.000000 Penalty: 5833.748047
	Iteration 13Q: 3 clusters Score -1.175132e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -11752150.000000 Penalty: 5833.748047
	Iteration 14Q: 3 clusters Score -1.175215e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 113410 members 
Entering Unmasked Estep 
Score: -11752861.000000 Penalty: 5833.748047
	Iteration 15Q: 3 clusters Score -1.175286e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -11753401.000000 Penalty: 5833.748047
	Iteration 16Q: 3 clusters Score -1.17534e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
Score: -11753999.000000 Penalty: 5833.748047
	Iteration 17Q: 3 clusters Score -1.1754e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 117147 members 
Entering Unmasked Estep 
Score: -11754527.000000 Penalty: 5833.748047
	Iteration 18Q: 3 clusters Score -1.175453e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -11755007.000000 Penalty: 5833.748047
	Iteration 19Q: 3 clusters Score -1.175501e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -11755461.000000 Penalty: 5833.748047
	Iteration 20F: 3 clusters Score -1.175546e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 119577 members 
Entering Unmasked Estep 
Score: -11755767.000000 Penalty: 5833.748047
	Iteration 21Q: 3 clusters Score -1.175577e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 120140 members 
Entering Unmasked Estep 
Score: -11756036.000000 Penalty: 5833.748047
	Iteration 22Q: 3 clusters Score -1.175604e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 120622 members 
Entering Unmasked Estep 
Score: -11756240.000000 Penalty: 5833.748047
	Iteration 23Q: 3 clusters Score -1.175624e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -11756402.000000 Penalty: 5833.748047
	Iteration 24Q: 3 clusters Score -1.17564e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 121268 members 
Entering Unmasked Estep 
Score: -11756502.000000 Penalty: 5833.748047
	Iteration 25Q: 3 clusters Score -1.17565e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 121472 members 
Entering Unmasked Estep 
Score: -11756600.000000 Penalty: 5833.748047
	Iteration 26Q: 3 clusters Score -1.17566e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 121642 members 
Entering Unmasked Estep 
Score: -11756636.000000 Penalty: 5833.748047
	Iteration 27Q: 3 clusters Score -1.175664e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 121773 members 
Entering Unmasked Estep 
Score: -11756638.000000 Penalty: 5833.748047
	Iteration 28Q: 3 clusters Score -1.175664e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 121892 members 
Entering Unmasked Estep 
Score: -11756656.000000 Penalty: 5833.748047
	Iteration 29Q: 3 clusters Score -1.175666e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 121978 members 
Entering Unmasked Estep 
Score: -11756674.000000 Penalty: 5833.748047
	Iteration 30Q: 3 clusters Score -1.175667e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 122061 members 
Entering Unmasked Estep 
Score: -11756653.000000 Penalty: 5833.748047
	Iteration 31Q: 3 clusters Score -1.175665e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 122139 members 
Entering Unmasked Estep 
Score: -11756688.000000 Penalty: 5833.748047
	Iteration 32Q: 3 clusters Score -1.175669e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -11756705.000000 Penalty: 5833.748047
	Iteration 33Q: 3 clusters Score -1.17567e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 122255 members 
Entering Unmasked Estep 
Score: -11756732.000000 Penalty: 5833.748047
	Iteration 34Q: 3 clusters Score -1.175673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 122297 members 
Entering Unmasked Estep 
Score: -11756718.000000 Penalty: 5833.748047
	Iteration 35Q: 3 clusters Score -1.175672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 122342 members 
Entering Unmasked Estep 
Score: -11756745.000000 Penalty: 5833.748047
	Iteration 36Q: 3 clusters Score -1.175674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 122378 members 
Entering Unmasked Estep 
Score: -11756740.000000 Penalty: 5833.748047
	Iteration 37Q: 3 clusters Score -1.175674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 122418 members 
Entering Unmasked Estep 
Score: -11756754.000000 Penalty: 5833.748047
	Iteration 38Q: 3 clusters Score -1.175675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -11756766.000000 Penalty: 5833.748047
	Iteration 39Q: 3 clusters Score -1.175677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 122475 members 
Entering Unmasked Estep 
Score: -11756747.000000 Penalty: 5833.748047
	Iteration 40F: 3 clusters Score -1.175675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -11756756.000000 Penalty: 5833.748047
	Iteration 41Q: 3 clusters Score -1.175676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 122523 members 
Entering Unmasked Estep 
Score: -11756747.000000 Penalty: 5833.748047
	Iteration 42Q: 3 clusters Score -1.175675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 122539 members 
Entering Unmasked Estep 
Score: -11756750.000000 Penalty: 5833.748047
	Iteration 43Q: 3 clusters Score -1.175675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 122549 members 
Entering Unmasked Estep 
Score: -11756756.000000 Penalty: 5833.748047
	Iteration 44Q: 3 clusters Score -1.175676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 122559 members 
Entering Unmasked Estep 
Score: -11756760.000000 Penalty: 5833.748047
	Iteration 45Q: 3 clusters Score -1.175676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 122572 members 
Entering Unmasked Estep 
Score: -11756755.000000 Penalty: 5833.748047
	Iteration 46Q: 3 clusters Score -1.175676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -11756771.000000 Penalty: 5833.748047
	Iteration 47Q: 3 clusters Score -1.175677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 122592 members 
Entering Unmasked Estep 
Score: -11756771.000000 Penalty: 5833.748047
	Iteration 48Q: 3 clusters Score -1.175677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 122600 members 
Entering Unmasked Estep 
Score: -11756777.000000 Penalty: 5833.748047
	Iteration 49Q: 3 clusters Score -1.175678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 122607 members 
Entering Unmasked Estep 
Score: -11756766.000000 Penalty: 5833.748047
	Iteration 50Q: 3 clusters Score -1.175677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 122619 members 
Entering Unmasked Estep 
Score: -11756762.000000 Penalty: 5833.748047
	Iteration 51Q: 3 clusters Score -1.175676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 122630 members 
Entering Unmasked Estep 
Score: -11756780.000000 Penalty: 5833.748047
	Iteration 52Q: 3 clusters Score -1.175678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 122640 members 
Entering Unmasked Estep 
Score: -11756776.000000 Penalty: 5833.748047
	Iteration 53Q: 3 clusters Score -1.175678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -11756766.000000 Penalty: 5833.748047
	Iteration 54Q: 3 clusters Score -1.175677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 122656 members 
Entering Unmasked Estep 
Score: -11756761.000000 Penalty: 5833.748047
	Iteration 55Q: 3 clusters Score -1.175676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -11756753.000000 Penalty: 5833.748047
	Iteration 56Q: 3 clusters Score -1.175675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -11756764.000000 Penalty: 5833.748047
	Iteration 57Q: 3 clusters Score -1.175676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 122663 members 
Entering Unmasked Estep 
Score: -11756757.000000 Penalty: 5833.748047
	Iteration 58Q: 3 clusters Score -1.175676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
Score: -11756756.000000 Penalty: 5833.748047
	Iteration 59Q: 3 clusters Score -1.175676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -11756756.000000 Penalty: 5833.748047
	Iteration 60F: 3 clusters Score -1.175676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 122671 members 
Entering Unmasked Estep 
Score: -11756757.000000 Penalty: 5833.748047
	Iteration 61Q: 3 clusters Score -1.175676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 122672 members 
Entering Unmasked Estep 
Score: -11756753.000000 Penalty: 5833.748047
	Iteration 62Q: 3 clusters Score -1.175675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 122672 members 
Entering Unmasked Estep 
Score: -11756753.000000 Penalty: 5833.748047
	Iteration 63F: 3 clusters Score -1.175675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 228526 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 8528 members 
Mstep: Class 16 contains 426928 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 4707 members 
Mstep: Class 21 contains 135217 members 
Mstep: Class 22 contains 122672 members 
Entering Unmasked Estep 
Score: -93530472.000000 Penalty: 75653.609375
Splitting cluster 17 changes total score from -93511352.000000 to -93530472.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (14956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Entering Unmasked Estep 
Score: -1261438.375000 Penalty: 2383.991455
	Iteration 0F: 2 clusters Score -1261438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1250698.750000 Penalty: 4767.982910
	Iteration 0F: 3 clusters Score -1250699 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1254101.750000 Penalty: 4767.982910
	Iteration 1F: 3 clusters Score -1254102 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1254573.500000 Penalty: 4767.982910
	Iteration 2F: 3 clusters Score -1254574 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1255046.125000 Penalty: 4767.982910
	Iteration 3F: 3 clusters Score -1255046 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1255451.250000 Penalty: 4767.982910
	Iteration 4F: 3 clusters Score -1255451 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1255816.625000 Penalty: 4767.982910
	Iteration 5F: 3 clusters Score -1255817 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1256192.875000 Penalty: 4767.982910
	Iteration 6Q: 3 clusters Score -1256193 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1256555.625000 Penalty: 4767.982910
	Iteration 7Q: 3 clusters Score -1256556 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1256881.500000 Penalty: 4767.982910
	Iteration 8Q: 3 clusters Score -1256882 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1257188.875000 Penalty: 4767.982910
	Iteration 9Q: 3 clusters Score -1257189 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1257481.500000 Penalty: 4767.982910
	Iteration 10Q: 3 clusters Score -1257482 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1257739.125000 Penalty: 4767.982910
	Iteration 11Q: 3 clusters Score -1257739 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1257960.000000 Penalty: 4767.982910
	Iteration 12Q: 3 clusters Score -1257960 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1258156.625000 Penalty: 4767.982910
	Iteration 13Q: 3 clusters Score -1258157 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1258351.125000 Penalty: 4767.982910
	Iteration 14Q: 3 clusters Score -1258351 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1258506.000000 Penalty: 4767.982910
	Iteration 15Q: 3 clusters Score -1258506 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1258631.875000 Penalty: 4767.982910
	Iteration 16Q: 3 clusters Score -1258632 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1258713.750000 Penalty: 4767.982910
	Iteration 17Q: 3 clusters Score -1258714 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1258790.875000 Penalty: 4767.982910
	Iteration 18Q: 3 clusters Score -1258791 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1258868.500000 Penalty: 4767.982910
	Iteration 19Q: 3 clusters Score -1258868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1258934.000000 Penalty: 4767.982910
	Iteration 20F: 3 clusters Score -1258934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1258997.000000 Penalty: 4767.982910
	Iteration 21Q: 3 clusters Score -1258997 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1259073.125000 Penalty: 4767.982910
	Iteration 22Q: 3 clusters Score -1259073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1259143.375000 Penalty: 4767.982910
	Iteration 23Q: 3 clusters Score -1259143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1259196.875000 Penalty: 4767.982910
	Iteration 24Q: 3 clusters Score -1259197 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1259256.750000 Penalty: 4767.982910
	Iteration 25Q: 3 clusters Score -1259257 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1259297.500000 Penalty: 4767.982910
	Iteration 26Q: 3 clusters Score -1259298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1259345.875000 Penalty: 4767.982910
	Iteration 27Q: 3 clusters Score -1259346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1259383.375000 Penalty: 4767.982910
	Iteration 28Q: 3 clusters Score -1259383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1259412.000000 Penalty: 4767.982910
	Iteration 29Q: 3 clusters Score -1259412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1259432.125000 Penalty: 4767.982910
	Iteration 30Q: 3 clusters Score -1259432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1259445.125000 Penalty: 4767.982910
	Iteration 31Q: 3 clusters Score -1259445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1259454.750000 Penalty: 4767.982910
	Iteration 32Q: 3 clusters Score -1259455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1259462.500000 Penalty: 4767.982910
	Iteration 33Q: 3 clusters Score -1259462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1259470.375000 Penalty: 4767.982910
	Iteration 34Q: 3 clusters Score -1259470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1259477.000000 Penalty: 4767.982910
	Iteration 35Q: 3 clusters Score -1259477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1259480.500000 Penalty: 4767.982910
	Iteration 36Q: 3 clusters Score -1259480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1259486.125000 Penalty: 4767.982910
	Iteration 37Q: 3 clusters Score -1259486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1259489.375000 Penalty: 4767.982910
	Iteration 38Q: 3 clusters Score -1259489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1259493.750000 Penalty: 4767.982910
	Iteration 39Q: 3 clusters Score -1259494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1259498.625000 Penalty: 4767.982910
	Iteration 40F: 3 clusters Score -1259499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1259505.625000 Penalty: 4767.982910
	Iteration 41Q: 3 clusters Score -1259506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1259509.125000 Penalty: 4767.982910
	Iteration 42Q: 3 clusters Score -1259509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1259509.000000 Penalty: 4767.982910
	Iteration 43Q: 3 clusters Score -1259509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1259516.125000 Penalty: 4767.982910
	Iteration 44Q: 3 clusters Score -1259516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1259519.500000 Penalty: 4767.982910
	Iteration 45Q: 3 clusters Score -1259520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1259518.250000 Penalty: 4767.982910
	Iteration 46Q: 3 clusters Score -1259518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1259520.000000 Penalty: 4767.982910
	Iteration 47Q: 3 clusters Score -1259520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1259517.500000 Penalty: 4767.982910
	Iteration 48Q: 3 clusters Score -1259518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1259518.625000 Penalty: 4767.982910
	Iteration 49Q: 3 clusters Score -1259519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1259517.000000 Penalty: 4767.982910
	Iteration 50Q: 3 clusters Score -1259517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1259517.625000 Penalty: 4767.982910
	Iteration 51Q: 3 clusters Score -1259518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1259519.375000 Penalty: 4767.982910
	Iteration 52Q: 3 clusters Score -1259519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1259519.500000 Penalty: 4767.982910
	Iteration 53Q: 3 clusters Score -1259520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1259519.500000 Penalty: 4767.982910
	Iteration 54F: 3 clusters Score -1259520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1507573.250000 Penalty: 2421.156982
	Iteration 0F: 2 clusters Score -1507573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1495214.500000 Penalty: 4842.313965
	Iteration 0F: 3 clusters Score -1495214 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1499309.875000 Penalty: 4842.313965
	Iteration 1F: 3 clusters Score -1499310 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1499773.500000 Penalty: 4842.313965
	Iteration 2F: 3 clusters Score -1499774 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1500206.875000 Penalty: 4842.313965
	Iteration 3F: 3 clusters Score -1500207 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1500552.000000 Penalty: 4842.313965
	Iteration 4Q: 3 clusters Score -1500552 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1500866.125000 Penalty: 4842.313965
	Iteration 5Q: 3 clusters Score -1500866 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1501183.875000 Penalty: 4842.313965
	Iteration 6Q: 3 clusters Score -1501184 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1501548.125000 Penalty: 4842.313965
	Iteration 7Q: 3 clusters Score -1501548 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1501961.000000 Penalty: 4842.313965
	Iteration 8Q: 3 clusters Score -1501961 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1502492.250000 Penalty: 4842.313965
	Iteration 9Q: 3 clusters Score -1502492 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1503091.625000 Penalty: 4842.313965
	Iteration 10F: 3 clusters Score -1503092 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1503632.875000 Penalty: 4842.313965
	Iteration 11Q: 3 clusters Score -1503633 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1504079.125000 Penalty: 4842.313965
	Iteration 12Q: 3 clusters Score -1504079 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1504424.875000 Penalty: 4842.313965
	Iteration 13Q: 3 clusters Score -1504425 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1504685.625000 Penalty: 4842.313965
	Iteration 14Q: 3 clusters Score -1504686 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1504916.125000 Penalty: 4842.313965
	Iteration 15Q: 3 clusters Score -1504916 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1505090.750000 Penalty: 4842.313965
	Iteration 16Q: 3 clusters Score -1505091 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1505229.500000 Penalty: 4842.313965
	Iteration 17Q: 3 clusters Score -1505230 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1505336.625000 Penalty: 4842.313965
	Iteration 18Q: 3 clusters Score -1505337 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1505413.125000 Penalty: 4842.313965
	Iteration 19Q: 3 clusters Score -1505413 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1505479.375000 Penalty: 4842.313965
	Iteration 20F: 3 clusters Score -1505479 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1505529.750000 Penalty: 4842.313965
	Iteration 21Q: 3 clusters Score -1505530 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1505585.500000 Penalty: 4842.313965
	Iteration 22Q: 3 clusters Score -1505586 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1505607.250000 Penalty: 4842.313965
	Iteration 23Q: 3 clusters Score -1505607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1505634.250000 Penalty: 4842.313965
	Iteration 24Q: 3 clusters Score -1505634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1505676.750000 Penalty: 4842.313965
	Iteration 25Q: 3 clusters Score -1505677 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1505701.375000 Penalty: 4842.313965
	Iteration 26Q: 3 clusters Score -1505701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1505728.125000 Penalty: 4842.313965
	Iteration 27Q: 3 clusters Score -1505728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1505755.000000 Penalty: 4842.313965
	Iteration 28Q: 3 clusters Score -1505755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1505785.875000 Penalty: 4842.313965
	Iteration 29Q: 3 clusters Score -1505786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1505813.375000 Penalty: 4842.313965
	Iteration 30Q: 3 clusters Score -1505813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1505840.375000 Penalty: 4842.313965
	Iteration 31Q: 3 clusters Score -1505840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1505859.125000 Penalty: 4842.313965
	Iteration 32Q: 3 clusters Score -1505859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1505870.500000 Penalty: 4842.313965
	Iteration 33Q: 3 clusters Score -1505870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1505894.625000 Penalty: 4842.313965
	Iteration 34Q: 3 clusters Score -1505895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1505911.375000 Penalty: 4842.313965
	Iteration 35Q: 3 clusters Score -1505911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1505919.375000 Penalty: 4842.313965
	Iteration 36Q: 3 clusters Score -1505919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1505929.375000 Penalty: 4842.313965
	Iteration 37Q: 3 clusters Score -1505929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1505934.375000 Penalty: 4842.313965
	Iteration 38Q: 3 clusters Score -1505934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1505939.000000 Penalty: 4842.313965
	Iteration 39Q: 3 clusters Score -1505939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1505950.125000 Penalty: 4842.313965
	Iteration 40F: 3 clusters Score -1505950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1505963.875000 Penalty: 4842.313965
	Iteration 41Q: 3 clusters Score -1505964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1505982.125000 Penalty: 4842.313965
	Iteration 42Q: 3 clusters Score -1505982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1505991.250000 Penalty: 4842.313965
	Iteration 43Q: 3 clusters Score -1505991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1506000.875000 Penalty: 4842.313965
	Iteration 44Q: 3 clusters Score -1506001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1506006.875000 Penalty: 4842.313965
	Iteration 45Q: 3 clusters Score -1506007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1506009.250000 Penalty: 4842.313965
	Iteration 46Q: 3 clusters Score -1506009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1506012.000000 Penalty: 4842.313965
	Iteration 47Q: 3 clusters Score -1506012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1506018.000000 Penalty: 4842.313965
	Iteration 48Q: 3 clusters Score -1506018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1506023.625000 Penalty: 4842.313965
	Iteration 49Q: 3 clusters Score -1506024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1506028.500000 Penalty: 4842.313965
	Iteration 50Q: 3 clusters Score -1506028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1506024.500000 Penalty: 4842.313965
	Iteration 51Q: 3 clusters Score -1506024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1506026.375000 Penalty: 4842.313965
	Iteration 52Q: 3 clusters Score -1506026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1506028.500000 Penalty: 4842.313965
	Iteration 53Q: 3 clusters Score -1506028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1506034.125000 Penalty: 4842.313965
	Iteration 54Q: 3 clusters Score -1506034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1506039.750000 Penalty: 4842.313965
	Iteration 55Q: 3 clusters Score -1506040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1506046.875000 Penalty: 4842.313965
	Iteration 56Q: 3 clusters Score -1506047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1506049.625000 Penalty: 4842.313965
	Iteration 57Q: 3 clusters Score -1506050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1506049.750000 Penalty: 4842.313965
	Iteration 58Q: 3 clusters Score -1506050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1506054.125000 Penalty: 4842.313965
	Iteration 59Q: 3 clusters Score -1506054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1506054.500000 Penalty: 4842.313965
	Iteration 60F: 3 clusters Score -1506054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1506055.625000 Penalty: 4842.313965
	Iteration 61Q: 3 clusters Score -1506056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1506058.125000 Penalty: 4842.313965
	Iteration 62Q: 3 clusters Score -1506058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1506059.250000 Penalty: 4842.313965
	Iteration 63Q: 3 clusters Score -1506059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1506062.125000 Penalty: 4842.313965
	Iteration 64Q: 3 clusters Score -1506062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1506064.875000 Penalty: 4842.313965
	Iteration 65Q: 3 clusters Score -1506065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1506067.625000 Penalty: 4842.313965
	Iteration 66Q: 3 clusters Score -1506068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1506078.250000 Penalty: 4842.313965
	Iteration 67Q: 3 clusters Score -1506078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1506075.375000 Penalty: 4842.313965
	Iteration 68Q: 3 clusters Score -1506075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1506079.500000 Penalty: 4842.313965
	Iteration 69Q: 3 clusters Score -1506080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1506083.500000 Penalty: 4842.313965
	Iteration 70Q: 3 clusters Score -1506084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1506085.125000 Penalty: 4842.313965
	Iteration 71Q: 3 clusters Score -1506085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1506086.875000 Penalty: 4842.313965
	Iteration 72Q: 3 clusters Score -1506087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1506085.500000 Penalty: 4842.313965
	Iteration 73Q: 3 clusters Score -1506086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1506085.000000 Penalty: 4842.313965
	Iteration 74Q: 3 clusters Score -1506085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1506086.125000 Penalty: 4842.313965
	Iteration 75Q: 3 clusters Score -1506086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1506084.500000 Penalty: 4842.313965
	Iteration 76Q: 3 clusters Score -1506084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1506088.250000 Penalty: 4842.313965
	Iteration 77Q: 3 clusters Score -1506088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1506088.250000 Penalty: 4842.313965
	Iteration 78F: 3 clusters Score -1506088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 11 contains 228526 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 8528 members 
Mstep: Class 16 contains 426928 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 17374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93536392.000000 Penalty: 75653.609375
Iteration 39Q: 23 clusters Score -9.353639e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 401 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 7642 members 
Mstep: Class 4 contains 6802 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 7722 members 
Mstep: Class 7 contains 40821 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 11 contains 228137 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 11028 members 
Mstep: Class 15 contains 8762 members 
Mstep: Class 16 contains 428134 members 
Mstep: Class 17 contains 5789 members 
Mstep: Class 18 contains 15377 members 
Mstep: Class 19 contains 17762 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 134343 members 
Mstep: Class 22 contains 121093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93556784.000000 Penalty: 75653.609375
Iteration 40F: 23 clusters Score -9.355678e+07 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 7521 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 7445 members 
Mstep: Class 7 contains 40576 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 961 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 220627 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 11636 members 
Mstep: Class 15 contains 8935 members 
Mstep: Class 16 contains 431689 members 
Mstep: Class 17 contains 5893 members 
Mstep: Class 18 contains 15352 members 
Mstep: Class 19 contains 17691 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 137922 members 
Mstep: Class 22 contains 120644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93571640.000000 Penalty: 75653.609375
Iteration 41Q: 23 clusters Score -9.357164e+07 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 7459 members 
Mstep: Class 4 contains 6193 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 7122 members 
Mstep: Class 7 contains 40398 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 214669 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 12427 members 
Mstep: Class 15 contains 9205 members 
Mstep: Class 16 contains 434374 members 
Mstep: Class 17 contains 5988 members 
Mstep: Class 18 contains 15428 members 
Mstep: Class 19 contains 17686 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 140482 members 
Mstep: Class 22 contains 120163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93576200.000000 Penalty: 75653.609375
Iteration 42Q: 23 clusters Score -9.35762e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 6828 members 
Mstep: Class 7 contains 40262 members 
Mstep: Class 8 contains 2882 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 209472 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 13417 members 
Mstep: Class 15 contains 9491 members 
Mstep: Class 16 contains 436307 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 15504 members 
Mstep: Class 19 contains 17652 members 
Mstep: Class 20 contains 4347 members 
Mstep: Class 21 contains 142835 members 
Mstep: Class 22 contains 119683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93580360.000000 Penalty: 75653.609375
Iteration 43Q: 23 clusters Score -9.358036e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 7292 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 40138 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 204954 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 14568 members 
Mstep: Class 15 contains 9747 members 
Mstep: Class 16 contains 437598 members 
Mstep: Class 17 contains 6163 members 
Mstep: Class 18 contains 15616 members 
Mstep: Class 19 contains 17656 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 21 contains 144871 members 
Mstep: Class 22 contains 119246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93584128.000000 Penalty: 75653.609375
Iteration 44Q: 23 clusters Score -9.358413e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 5906 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 40018 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 200950 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 15810 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 438455 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 15716 members 
Mstep: Class 19 contains 17660 members 
Mstep: Class 20 contains 4373 members 
Mstep: Class 21 contains 146665 members 
Mstep: Class 22 contains 118860 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -9.35866e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 39902 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 197475 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 17035 members 
Mstep: Class 15 contains 10228 members 
Mstep: Class 16 contains 438964 members 
Mstep: Class 17 contains 6357 members 
Mstep: Class 18 contains 15773 members 
Mstep: Class 19 contains 17666 members 
Mstep: Class 20 contains 4405 members 
Mstep: Class 21 contains 148276 members 
Mstep: Class 22 contains 118545 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -9.358863e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 7074 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 6113 members 
Mstep: Class 7 contains 39806 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 194530 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 18132 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 439215 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 15838 members 
Mstep: Class 19 contains 17665 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 149747 members 
Mstep: Class 22 contains 118312 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -9.35897e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 7 contains 39740 members 
Mstep: Class 8 contains 2721 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 192072 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 19040 members 
Mstep: Class 15 contains 10598 members 
Mstep: Class 16 contains 439334 members 
Mstep: Class 17 contains 6550 members 
Mstep: Class 18 contains 15868 members 
Mstep: Class 19 contains 17674 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 21 contains 151026 members 
Mstep: Class 22 contains 118165 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -9.359037e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 6026 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 39699 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5109 members 
Mstep: Class 11 contains 190013 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 19781 members 
Mstep: Class 15 contains 10761 members 
Mstep: Class 16 contains 439418 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 15886 members 
Mstep: Class 19 contains 17664 members 
Mstep: Class 20 contains 4455 members 
Mstep: Class 21 contains 152099 members 
Mstep: Class 22 contains 118076 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -9.359088e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 6052 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 39660 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5163 members 
Mstep: Class 11 contains 188295 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 20342 members 
Mstep: Class 15 contains 10916 members 
Mstep: Class 16 contains 439541 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 15919 members 
Mstep: Class 19 contains 17666 members 
Mstep: Class 20 contains 4466 members 
Mstep: Class 21 contains 152939 members 
Mstep: Class 22 contains 118028 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -9.359098e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6907 members 
Mstep: Class 4 contains 6058 members 
Mstep: Class 5 contains 2636 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 39628 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 11 contains 186887 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 20781 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 439570 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 15961 members 
Mstep: Class 19 contains 17648 members 
Mstep: Class 20 contains 4470 members 
Mstep: Class 21 contains 153729 members 
Mstep: Class 22 contains 117974 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -9.359105e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 4 contains 6081 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 39589 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5219 members 
Mstep: Class 11 contains 185715 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 21121 members 
Mstep: Class 15 contains 11169 members 
Mstep: Class 16 contains 439608 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 16007 members 
Mstep: Class 19 contains 17620 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 154363 members 
Mstep: Class 22 contains 117954 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -9.359126e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6850 members 
Mstep: Class 4 contains 6121 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 5723 members 
Mstep: Class 7 contains 39562 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5243 members 
Mstep: Class 11 contains 184710 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 21395 members 
Mstep: Class 15 contains 11264 members 
Mstep: Class 16 contains 439610 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 16039 members 
Mstep: Class 19 contains 17584 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 154877 members 
Mstep: Class 22 contains 117982 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -9.359138e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6830 members 
Mstep: Class 4 contains 6152 members 
Mstep: Class 5 contains 2819 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 7 contains 39533 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5255 members 
Mstep: Class 11 contains 183917 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 21599 members 
Mstep: Class 15 contains 11346 members 
Mstep: Class 16 contains 439631 members 
Mstep: Class 17 contains 6913 members 
Mstep: Class 18 contains 16067 members 
Mstep: Class 19 contains 17554 members 
Mstep: Class 20 contains 4492 members 
Mstep: Class 21 contains 155292 members 
Mstep: Class 22 contains 117989 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -9.359169e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6813 members 
Mstep: Class 4 contains 6196 members 
Mstep: Class 5 contains 2888 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 39518 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5266 members 
Mstep: Class 11 contains 183281 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 21742 members 
Mstep: Class 15 contains 11430 members 
Mstep: Class 16 contains 439653 members 
Mstep: Class 17 contains 6951 members 
Mstep: Class 18 contains 16091 members 
Mstep: Class 19 contains 17515 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 155613 members 
Mstep: Class 22 contains 117970 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -9.359186e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 6234 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 5615 members 
Mstep: Class 7 contains 39510 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 182727 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 21857 members 
Mstep: Class 15 contains 11500 members 
Mstep: Class 16 contains 439668 members 
Mstep: Class 17 contains 7000 members 
Mstep: Class 18 contains 16116 members 
Mstep: Class 19 contains 17491 members 
Mstep: Class 20 contains 4501 members 
Mstep: Class 21 contains 155878 members 
Mstep: Class 22 contains 117942 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -9.359203e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6806 members 
Mstep: Class 4 contains 6256 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 5584 members 
Mstep: Class 7 contains 39502 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 182291 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 21957 members 
Mstep: Class 15 contains 11546 members 
Mstep: Class 16 contains 439687 members 
Mstep: Class 17 contains 7028 members 
Mstep: Class 18 contains 16134 members 
Mstep: Class 19 contains 17427 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 156116 members 
Mstep: Class 22 contains 117932 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -9.359221e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6797 members 
Mstep: Class 4 contains 6286 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 39491 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5253 members 
Mstep: Class 11 contains 181877 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 22022 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 439706 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 16153 members 
Mstep: Class 19 contains 17378 members 
Mstep: Class 20 contains 4514 members 
Mstep: Class 21 contains 156307 members 
Mstep: Class 22 contains 117928 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 23 clusters Score -9.359204e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 39481 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5252 members 
Mstep: Class 11 contains 181534 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 22078 members 
Mstep: Class 15 contains 11637 members 
Mstep: Class 16 contains 439714 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 16165 members 
Mstep: Class 19 contains 17318 members 
Mstep: Class 20 contains 4517 members 
Mstep: Class 21 contains 156481 members 
Mstep: Class 22 contains 117922 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -9.359216e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6786 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 3354 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 39475 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 181241 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 22115 members 
Mstep: Class 15 contains 11674 members 
Mstep: Class 16 contains 439740 members 
Mstep: Class 17 contains 7094 members 
Mstep: Class 18 contains 16177 members 
Mstep: Class 19 contains 17237 members 
Mstep: Class 20 contains 4521 members 
Mstep: Class 21 contains 156649 members 
Mstep: Class 22 contains 117915 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 23 clusters Score -9.359459e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6767 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 3460 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 39421 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5349 members 
Mstep: Class 11 contains 180917 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 22375 members 
Mstep: Class 15 contains 11702 members 
Mstep: Class 16 contains 439623 members 
Mstep: Class 17 contains 7110 members 
Mstep: Class 18 contains 16161 members 
Mstep: Class 19 contains 17158 members 
Mstep: Class 20 contains 4524 members 
Mstep: Class 21 contains 156757 members 
Mstep: Class 22 contains 117908 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -9.359574e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 6394 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 39378 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 180578 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 439539 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 16161 members 
Mstep: Class 19 contains 17091 members 
Mstep: Class 20 contains 4526 members 
Mstep: Class 21 contains 156869 members 
Mstep: Class 22 contains 117916 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -9.359595e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 39325 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5498 members 
Mstep: Class 11 contains 180288 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 22751 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 439477 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 16165 members 
Mstep: Class 19 contains 17020 members 
Mstep: Class 20 contains 4530 members 
Mstep: Class 21 contains 156977 members 
Mstep: Class 22 contains 117918 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -9.359611e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 6424 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 39278 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 180041 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 22868 members 
Mstep: Class 15 contains 11765 members 
Mstep: Class 16 contains 439428 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 16162 members 
Mstep: Class 19 contains 16953 members 
Mstep: Class 20 contains 4535 members 
Mstep: Class 21 contains 157090 members 
Mstep: Class 22 contains 117918 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -9.359642e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 6438 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 5391 members 
Mstep: Class 7 contains 39237 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 179826 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 22993 members 
Mstep: Class 15 contains 11780 members 
Mstep: Class 16 contains 439383 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 16150 members 
Mstep: Class 19 contains 16890 members 
Mstep: Class 20 contains 4539 members 
Mstep: Class 21 contains 157197 members 
Mstep: Class 22 contains 117914 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -9.359641e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 39209 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5617 members 
Mstep: Class 11 contains 179655 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 23103 members 
Mstep: Class 15 contains 11793 members 
Mstep: Class 16 contains 439341 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 19 contains 16828 members 
Mstep: Class 20 contains 4540 members 
Mstep: Class 21 contains 157275 members 
Mstep: Class 22 contains 117910 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -9.35964e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 5337 members 
Mstep: Class 7 contains 39180 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 179502 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 23197 members 
Mstep: Class 15 contains 11814 members 
Mstep: Class 16 contains 439308 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 16131 members 
Mstep: Class 19 contains 16763 members 
Mstep: Class 20 contains 4541 members 
Mstep: Class 21 contains 157318 members 
Mstep: Class 22 contains 117913 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -9.359656e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6673 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 39151 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5669 members 
Mstep: Class 11 contains 179363 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 23274 members 
Mstep: Class 15 contains 11836 members 
Mstep: Class 16 contains 439277 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 16121 members 
Mstep: Class 19 contains 16707 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 157372 members 
Mstep: Class 22 contains 117918 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -9.359649e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 6480 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 39121 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 179234 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 23331 members 
Mstep: Class 15 contains 11865 members 
Mstep: Class 16 contains 439260 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 16111 members 
Mstep: Class 19 contains 16648 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 157393 members 
Mstep: Class 22 contains 117928 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -9.359652e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 39089 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5739 members 
Mstep: Class 11 contains 179110 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 23370 members 
Mstep: Class 15 contains 11898 members 
Mstep: Class 16 contains 439252 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 16107 members 
Mstep: Class 19 contains 16593 members 
Mstep: Class 20 contains 4546 members 
Mstep: Class 21 contains 157406 members 
Mstep: Class 22 contains 117955 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -9.359658e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 6528 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 39063 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 179009 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 23416 members 
Mstep: Class 15 contains 11926 members 
Mstep: Class 16 contains 439223 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 16090 members 
Mstep: Class 19 contains 16537 members 
Mstep: Class 20 contains 4547 members 
Mstep: Class 21 contains 157419 members 
Mstep: Class 22 contains 117976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596432.000000 Penalty: 75653.609375
Iteration 71Q: 23 clusters Score -9.359643e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 4595 members 
Mstep: Class 6 contains 5209 members 
Mstep: Class 7 contains 39034 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 178911 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23447 members 
Mstep: Class 15 contains 11948 members 
Mstep: Class 16 contains 439189 members 
Mstep: Class 17 contains 7191 members 
Mstep: Class 18 contains 16091 members 
Mstep: Class 19 contains 16486 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157442 members 
Mstep: Class 22 contains 117990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596416.000000 Penalty: 75653.609375
Iteration 72Q: 23 clusters Score -9.359642e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 6563 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 5190 members 
Mstep: Class 7 contains 38992 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 178821 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23482 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 439157 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 16085 members 
Mstep: Class 19 contains 16440 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157462 members 
Mstep: Class 22 contains 118001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596648.000000 Penalty: 75653.609375
Iteration 73Q: 23 clusters Score -9.359665e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6649 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 5165 members 
Mstep: Class 7 contains 38963 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5834 members 
Mstep: Class 11 contains 178730 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23507 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 439117 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 16096 members 
Mstep: Class 19 contains 16410 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 21 contains 157473 members 
Mstep: Class 22 contains 118014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596744.000000 Penalty: 75653.609375
Iteration 74Q: 23 clusters Score -9.359674e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 4855 members 
Mstep: Class 6 contains 5145 members 
Mstep: Class 7 contains 38932 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 178673 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23523 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 439081 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 16091 members 
Mstep: Class 19 contains 16359 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 21 contains 157483 members 
Mstep: Class 22 contains 118021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596768.000000 Penalty: 75653.609375
Iteration 75Q: 23 clusters Score -9.359677e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 6629 members 
Mstep: Class 5 contains 4932 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 38906 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 178608 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23540 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 439083 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 16092 members 
Mstep: Class 19 contains 16311 members 
Mstep: Class 20 contains 4548 members 
Mstep: Class 21 contains 157487 members 
Mstep: Class 22 contains 118028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596752.000000 Penalty: 75653.609375
Iteration 76Q: 23 clusters Score -9.359675e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 6658 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 38893 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5881 members 
Mstep: Class 11 contains 178540 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23559 members 
Mstep: Class 15 contains 12074 members 
Mstep: Class 16 contains 439070 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 16091 members 
Mstep: Class 19 contains 16269 members 
Mstep: Class 20 contains 4548 members 
Mstep: Class 21 contains 157482 members 
Mstep: Class 22 contains 118047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596944.000000 Penalty: 75653.609375
Iteration 77Q: 23 clusters Score -9.359694e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 6686 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 5090 members 
Mstep: Class 7 contains 38878 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5890 members 
Mstep: Class 11 contains 178447 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23583 members 
Mstep: Class 15 contains 12091 members 
Mstep: Class 16 contains 439047 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16084 members 
Mstep: Class 19 contains 16235 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157501 members 
Mstep: Class 22 contains 118075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596960.000000 Penalty: 75653.609375
Iteration 78Q: 23 clusters Score -9.359696e+07 nChanged 372
Entering ConstructFrom: 
Score: -93596960.000000 Penalty: 75653.609375
Entering ConstructFrom: 
Trying to split cluster 1 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -40363.515625 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -40363.52 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 295 members 
Entering Unmasked Estep 
Score: -38851.867188 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -38851.87 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -39313.695312 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -39313.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39639.503906 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -39639.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39827.406250 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -39827.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39968.785156 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -39968.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40041.953125 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -40041.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40143.121094 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -40143.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40211.808594 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -40211.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40246.320312 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -40246.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40275.695312 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -40275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40287.382812 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -40287.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40291.085938 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -40291.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40300.695312 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -40300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40348.222656 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -40348.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40357.968750 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -40357.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40365.183594 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -40365.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40391.816406 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -40391.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -40422.898438 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -40422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40454.078125 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -40454.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40457.324219 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -40457.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40486.726562 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -40486.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40661.992188 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -40661.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40811.968750 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -40811.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40917.085938 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -40917.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40946.371094 Penalty: 3167.056396
	Iteration 24Q: 3 clusters Score -40946.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40960.128906 Penalty: 3167.056396
	Iteration 25Q: 3 clusters Score -40960.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40971.328125 Penalty: 3167.056396
	Iteration 26F: 3 clusters Score -40971.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -41015.460938 Penalty: 3167.056396
	Iteration 27Q: 3 clusters Score -41015.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -41043.027344 Penalty: 3167.056396
	Iteration 28Q: 3 clusters Score -41043.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41079.292969 Penalty: 3167.056396
	Iteration 29Q: 3 clusters Score -41079.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41105.503906 Penalty: 3167.056396
	Iteration 30Q: 3 clusters Score -41105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41120.789062 Penalty: 3167.056396
	Iteration 31Q: 3 clusters Score -41120.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -41155.832031 Penalty: 3167.056396
	Iteration 32Q: 3 clusters Score -41155.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41179.023438 Penalty: 3167.056396
	Iteration 33Q: 3 clusters Score -41179.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -41195.601562 Penalty: 3167.056396
	Iteration 34Q: 3 clusters Score -41195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -41201.535156 Penalty: 3167.056396
	Iteration 35Q: 3 clusters Score -41201.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41208.703125 Penalty: 3167.056396
	Iteration 36Q: 3 clusters Score -41208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41213.480469 Penalty: 3167.056396
	Iteration 37Q: 3 clusters Score -41213.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -41214.933594 Penalty: 3167.056396
	Iteration 38Q: 3 clusters Score -41214.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -41255.375000 Penalty: 3167.056396
	Iteration 39F: 3 clusters Score -41255.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -41358.410156 Penalty: 3167.056396
	Iteration 40F: 3 clusters Score -41358.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41443.695312 Penalty: 3167.056396
	Iteration 41Q: 3 clusters Score -41443.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41518.707031 Penalty: 3167.056396
	Iteration 42Q: 3 clusters Score -41518.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41655.800781 Penalty: 3167.056396
	Iteration 43Q: 3 clusters Score -41655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41825.222656 Penalty: 3167.056396
	Iteration 44Q: 3 clusters Score -41825.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41863.789062 Penalty: 3167.056396
	Iteration 45Q: 3 clusters Score -41863.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41863.789062 Penalty: 3167.056396
	Iteration 46F: 3 clusters Score -41863.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 178343 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23604 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 439041 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16089 members 
Mstep: Class 19 contains 16203 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157533 members 
Mstep: Class 22 contains 118100 members 
Mstep: Class 23 contains 284 members 
Entering Unmasked Estep 
Score: -93596568.000000 Penalty: 79092.414062
Splitting cluster 1 changes total score from -93596960.000000 to -93596568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -244841.671875 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -244841.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -241482.859375 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -241482.9 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -242449.296875 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -242449.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -243597.453125 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -243597.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -244959.062500 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -244959.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -246111.328125 Penalty: 3981.628174
	Iteration 4F: 3 clusters Score -246111.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -247207.109375 Penalty: 3981.628174
	Iteration 5F: 3 clusters Score -247207.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -248278.796875 Penalty: 3981.628174
	Iteration 6F: 3 clusters Score -248278.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -248378.156250 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -248378.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -248391.312500 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -248391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -248394.000000 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -248394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -248395.093750 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -248395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -248395.171875 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -248395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -248395.578125 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -248395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -248396.046875 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -248396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -248396.265625 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -248396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -248396.515625 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -248396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -248396.515625 Penalty: 3981.628174
	Iteration 16F: 3 clusters Score -248396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 178343 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23604 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 439041 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16089 members 
Mstep: Class 19 contains 16203 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157533 members 
Mstep: Class 22 contains 118100 members 
Mstep: Class 23 contains 1418 members 
Entering Unmasked Estep 
Score: -93598848.000000 Penalty: 79092.414062
Splitting cluster 2 changes total score from -93596960.000000 to -93598848.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (6646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Entering Unmasked Estep 
Score: -583968.500000 Penalty: 2182.839111
	Iteration 0F: 2 clusters Score -583968.5 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 3293 members 
Entering Unmasked Estep 
Score: -578388.312500 Penalty: 4365.678223
	Iteration 0F: 3 clusters Score -578388.3 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -579827.687500 Penalty: 4365.678223
	Iteration 1F: 3 clusters Score -579827.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -580074.625000 Penalty: 4365.678223
	Iteration 2F: 3 clusters Score -580074.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -580238.687500 Penalty: 4365.678223
	Iteration 3F: 3 clusters Score -580238.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -580363.125000 Penalty: 4365.678223
	Iteration 4Q: 3 clusters Score -580363.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -580450.625000 Penalty: 4365.678223
	Iteration 5Q: 3 clusters Score -580450.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -580526.875000 Penalty: 4365.678223
	Iteration 6Q: 3 clusters Score -580526.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -580597.687500 Penalty: 4365.678223
	Iteration 7Q: 3 clusters Score -580597.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -580656.625000 Penalty: 4365.678223
	Iteration 8Q: 3 clusters Score -580656.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -580704.375000 Penalty: 4365.678223
	Iteration 9Q: 3 clusters Score -580704.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -580751.312500 Penalty: 4365.678223
	Iteration 10Q: 3 clusters Score -580751.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -580792.375000 Penalty: 4365.678223
	Iteration 11Q: 3 clusters Score -580792.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -580839.375000 Penalty: 4365.678223
	Iteration 12Q: 3 clusters Score -580839.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -580888.125000 Penalty: 4365.678223
	Iteration 13Q: 3 clusters Score -580888.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -580943.187500 Penalty: 4365.678223
	Iteration 14Q: 3 clusters Score -580943.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -581021.250000 Penalty: 4365.678223
	Iteration 15Q: 3 clusters Score -581021.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -581092.062500 Penalty: 4365.678223
	Iteration 16Q: 3 clusters Score -581092.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -581160.625000 Penalty: 4365.678223
	Iteration 17Q: 3 clusters Score -581160.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -581236.250000 Penalty: 4365.678223
	Iteration 18Q: 3 clusters Score -581236.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -581324.062500 Penalty: 4365.678223
	Iteration 19Q: 3 clusters Score -581324.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -581412.437500 Penalty: 4365.678223
	Iteration 20F: 3 clusters Score -581412.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -581490.187500 Penalty: 4365.678223
	Iteration 21Q: 3 clusters Score -581490.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -581569.687500 Penalty: 4365.678223
	Iteration 22Q: 3 clusters Score -581569.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -581639.312500 Penalty: 4365.678223
	Iteration 23Q: 3 clusters Score -581639.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -581706.875000 Penalty: 4365.678223
	Iteration 24Q: 3 clusters Score -581706.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -581757.812500 Penalty: 4365.678223
	Iteration 25Q: 3 clusters Score -581757.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -581803.625000 Penalty: 4365.678223
	Iteration 26Q: 3 clusters Score -581803.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -581851.625000 Penalty: 4365.678223
	Iteration 27Q: 3 clusters Score -581851.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -581902.562500 Penalty: 4365.678223
	Iteration 28Q: 3 clusters Score -581902.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -581939.000000 Penalty: 4365.678223
	Iteration 29Q: 3 clusters Score -581939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -581964.250000 Penalty: 4365.678223
	Iteration 30Q: 3 clusters Score -581964.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -581986.375000 Penalty: 4365.678223
	Iteration 31Q: 3 clusters Score -581986.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -582003.937500 Penalty: 4365.678223
	Iteration 32Q: 3 clusters Score -582003.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -582018.750000 Penalty: 4365.678223
	Iteration 33Q: 3 clusters Score -582018.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -582030.937500 Penalty: 4365.678223
	Iteration 34Q: 3 clusters Score -582030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -582040.562500 Penalty: 4365.678223
	Iteration 35Q: 3 clusters Score -582040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -582047.875000 Penalty: 4365.678223
	Iteration 36Q: 3 clusters Score -582047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -582051.625000 Penalty: 4365.678223
	Iteration 37Q: 3 clusters Score -582051.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -582059.500000 Penalty: 4365.678223
	Iteration 38Q: 3 clusters Score -582059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -582062.312500 Penalty: 4365.678223
	Iteration 39Q: 3 clusters Score -582062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -582063.062500 Penalty: 4365.678223
	Iteration 40F: 3 clusters Score -582063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -619500.312500 Penalty: 2184.994141
	Iteration 0F: 2 clusters Score -619500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -613932.250000 Penalty: 4369.988281
	Iteration 0F: 3 clusters Score -613932.2 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -615414.687500 Penalty: 4369.988281
	Iteration 1F: 3 clusters Score -615414.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -615693.500000 Penalty: 4369.988281
	Iteration 2F: 3 clusters Score -615693.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -615868.500000 Penalty: 4369.988281
	Iteration 3F: 3 clusters Score -615868.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -615965.375000 Penalty: 4369.988281
	Iteration 4Q: 3 clusters Score -615965.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -616044.500000 Penalty: 4369.988281
	Iteration 5Q: 3 clusters Score -616044.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -616111.000000 Penalty: 4369.988281
	Iteration 6Q: 3 clusters Score -616111 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -616169.937500 Penalty: 4369.988281
	Iteration 7Q: 3 clusters Score -616169.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -616215.437500 Penalty: 4369.988281
	Iteration 8Q: 3 clusters Score -616215.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -616253.500000 Penalty: 4369.988281
	Iteration 9Q: 3 clusters Score -616253.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -616291.000000 Penalty: 4369.988281
	Iteration 10Q: 3 clusters Score -616291 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -616334.000000 Penalty: 4369.988281
	Iteration 11Q: 3 clusters Score -616334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -616372.062500 Penalty: 4369.988281
	Iteration 12Q: 3 clusters Score -616372.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -616410.375000 Penalty: 4369.988281
	Iteration 13Q: 3 clusters Score -616410.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -616456.375000 Penalty: 4369.988281
	Iteration 14Q: 3 clusters Score -616456.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -616494.875000 Penalty: 4369.988281
	Iteration 15Q: 3 clusters Score -616494.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -616535.750000 Penalty: 4369.988281
	Iteration 16Q: 3 clusters Score -616535.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -616578.687500 Penalty: 4369.988281
	Iteration 17Q: 3 clusters Score -616578.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -616619.875000 Penalty: 4369.988281
	Iteration 18Q: 3 clusters Score -616619.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -616671.125000 Penalty: 4369.988281
	Iteration 19Q: 3 clusters Score -616671.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -616718.187500 Penalty: 4369.988281
	Iteration 20F: 3 clusters Score -616718.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -616768.812500 Penalty: 4369.988281
	Iteration 21Q: 3 clusters Score -616768.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -616808.562500 Penalty: 4369.988281
	Iteration 22Q: 3 clusters Score -616808.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -616851.687500 Penalty: 4369.988281
	Iteration 23Q: 3 clusters Score -616851.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -616882.875000 Penalty: 4369.988281
	Iteration 24Q: 3 clusters Score -616882.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -616916.562500 Penalty: 4369.988281
	Iteration 25Q: 3 clusters Score -616916.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -616952.750000 Penalty: 4369.988281
	Iteration 26Q: 3 clusters Score -616952.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -616994.875000 Penalty: 4369.988281
	Iteration 27Q: 3 clusters Score -616994.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -617026.750000 Penalty: 4369.988281
	Iteration 28Q: 3 clusters Score -617026.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -617049.062500 Penalty: 4369.988281
	Iteration 29Q: 3 clusters Score -617049.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -617067.500000 Penalty: 4369.988281
	Iteration 30Q: 3 clusters Score -617067.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -617089.812500 Penalty: 4369.988281
	Iteration 31Q: 3 clusters Score -617089.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -617113.125000 Penalty: 4369.988281
	Iteration 32Q: 3 clusters Score -617113.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -617134.062500 Penalty: 4369.988281
	Iteration 33Q: 3 clusters Score -617134.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -617148.375000 Penalty: 4369.988281
	Iteration 34Q: 3 clusters Score -617148.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -617164.812500 Penalty: 4369.988281
	Iteration 35Q: 3 clusters Score -617164.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -617179.125000 Penalty: 4369.988281
	Iteration 36Q: 3 clusters Score -617179.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -617196.000000 Penalty: 4369.988281
	Iteration 37Q: 3 clusters Score -617196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -617206.250000 Penalty: 4369.988281
	Iteration 38Q: 3 clusters Score -617206.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -617214.125000 Penalty: 4369.988281
	Iteration 39Q: 3 clusters Score -617214.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -617223.687500 Penalty: 4369.988281
	Iteration 40F: 3 clusters Score -617223.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -617229.437500 Penalty: 4369.988281
	Iteration 41Q: 3 clusters Score -617229.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -617234.937500 Penalty: 4369.988281
	Iteration 42Q: 3 clusters Score -617234.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -617240.062500 Penalty: 4369.988281
	Iteration 43Q: 3 clusters Score -617240.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -617244.625000 Penalty: 4369.988281
	Iteration 44Q: 3 clusters Score -617244.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -617247.750000 Penalty: 4369.988281
	Iteration 45Q: 3 clusters Score -617247.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -617250.437500 Penalty: 4369.988281
	Iteration 46Q: 3 clusters Score -617250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -617255.062500 Penalty: 4369.988281
	Iteration 47Q: 3 clusters Score -617255.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -617256.375000 Penalty: 4369.988281
	Iteration 48Q: 3 clusters Score -617256.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -617259.750000 Penalty: 4369.988281
	Iteration 49Q: 3 clusters Score -617259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -617261.312500 Penalty: 4369.988281
	Iteration 50Q: 3 clusters Score -617261.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -617265.500000 Penalty: 4369.988281
	Iteration 51Q: 3 clusters Score -617265.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -617272.062500 Penalty: 4369.988281
	Iteration 52Q: 3 clusters Score -617272.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -617278.312500 Penalty: 4369.988281
	Iteration 53Q: 3 clusters Score -617278.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -617286.250000 Penalty: 4369.988281
	Iteration 54Q: 3 clusters Score -617286.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -617291.687500 Penalty: 4369.988281
	Iteration 55Q: 3 clusters Score -617291.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -617295.000000 Penalty: 4369.988281
	Iteration 56Q: 3 clusters Score -617295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -617299.625000 Penalty: 4369.988281
	Iteration 57Q: 3 clusters Score -617299.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -617305.375000 Penalty: 4369.988281
	Iteration 58Q: 3 clusters Score -617305.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -617310.812500 Penalty: 4369.988281
	Iteration 59Q: 3 clusters Score -617310.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -617319.562500 Penalty: 4369.988281
	Iteration 60F: 3 clusters Score -617319.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -617324.187500 Penalty: 4369.988281
	Iteration 61Q: 3 clusters Score -617324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -617328.187500 Penalty: 4369.988281
	Iteration 62Q: 3 clusters Score -617328.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -617330.750000 Penalty: 4369.988281
	Iteration 63Q: 3 clusters Score -617330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -617333.562500 Penalty: 4369.988281
	Iteration 64Q: 3 clusters Score -617333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -617334.875000 Penalty: 4369.988281
	Iteration 65Q: 3 clusters Score -617334.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -617339.375000 Penalty: 4369.988281
	Iteration 66Q: 3 clusters Score -617339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -617342.125000 Penalty: 4369.988281
	Iteration 67Q: 3 clusters Score -617342.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -617345.562500 Penalty: 4369.988281
	Iteration 68Q: 3 clusters Score -617345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -617346.250000 Penalty: 4369.988281
	Iteration 69Q: 3 clusters Score -617346.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -617348.250000 Penalty: 4369.988281
	Iteration 70Q: 3 clusters Score -617348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -617350.125000 Penalty: 4369.988281
	Iteration 71Q: 3 clusters Score -617350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -617350.125000 Penalty: 4369.988281
	Iteration 72Q: 3 clusters Score -617350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -617350.937500 Penalty: 4369.988281
	Iteration 73Q: 3 clusters Score -617350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -617353.437500 Penalty: 4369.988281
	Iteration 74Q: 3 clusters Score -617353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -617356.000000 Penalty: 4369.988281
	Iteration 75Q: 3 clusters Score -617356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -617357.625000 Penalty: 4369.988281
	Iteration 76Q: 3 clusters Score -617357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -617358.750000 Penalty: 4369.988281
	Iteration 77Q: 3 clusters Score -617358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -617360.687500 Penalty: 4369.988281
	Iteration 78Q: 3 clusters Score -617360.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -617365.187500 Penalty: 4369.988281
	Iteration 79Q: 3 clusters Score -617365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -617366.937500 Penalty: 4369.988281
	Iteration 80F: 3 clusters Score -617366.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -617374.312500 Penalty: 4369.988281
	Iteration 81Q: 3 clusters Score -617374.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -617379.375000 Penalty: 4369.988281
	Iteration 82Q: 3 clusters Score -617379.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -617382.250000 Penalty: 4369.988281
	Iteration 83Q: 3 clusters Score -617382.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -617388.750000 Penalty: 4369.988281
	Iteration 84Q: 3 clusters Score -617388.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -617392.562500 Penalty: 4369.988281
	Iteration 85Q: 3 clusters Score -617392.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -617397.500000 Penalty: 4369.988281
	Iteration 86Q: 3 clusters Score -617397.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -617403.750000 Penalty: 4369.988281
	Iteration 87Q: 3 clusters Score -617403.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -617408.375000 Penalty: 4369.988281
	Iteration 88Q: 3 clusters Score -617408.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -617415.625000 Penalty: 4369.988281
	Iteration 89Q: 3 clusters Score -617415.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -617420.000000 Penalty: 4369.988281
	Iteration 90Q: 3 clusters Score -617420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -617426.375000 Penalty: 4369.988281
	Iteration 91Q: 3 clusters Score -617426.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -617433.062500 Penalty: 4369.988281
	Iteration 92Q: 3 clusters Score -617433.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -617440.937500 Penalty: 4369.988281
	Iteration 93Q: 3 clusters Score -617440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -617452.062500 Penalty: 4369.988281
	Iteration 94Q: 3 clusters Score -617452.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -617462.125000 Penalty: 4369.988281
	Iteration 95Q: 3 clusters Score -617462.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -617466.687500 Penalty: 4369.988281
	Iteration 96Q: 3 clusters Score -617466.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -617470.375000 Penalty: 4369.988281
	Iteration 97Q: 3 clusters Score -617470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -617474.625000 Penalty: 4369.988281
	Iteration 98Q: 3 clusters Score -617474.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -617477.812500 Penalty: 4369.988281
	Iteration 99Q: 3 clusters Score -617477.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -617485.250000 Penalty: 4369.988281
	Iteration 100F: 3 clusters Score -617485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -617489.500000 Penalty: 4369.988281
	Iteration 101Q: 3 clusters Score -617489.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -617496.000000 Penalty: 4369.988281
	Iteration 102Q: 3 clusters Score -617496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -617501.562500 Penalty: 4369.988281
	Iteration 103Q: 3 clusters Score -617501.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -617503.750000 Penalty: 4369.988281
	Iteration 104Q: 3 clusters Score -617503.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -617505.625000 Penalty: 4369.988281
	Iteration 105Q: 3 clusters Score -617505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -617508.062500 Penalty: 4369.988281
	Iteration 106Q: 3 clusters Score -617508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -617508.687500 Penalty: 4369.988281
	Iteration 107Q: 3 clusters Score -617508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -617512.812500 Penalty: 4369.988281
	Iteration 108Q: 3 clusters Score -617512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -617514.875000 Penalty: 4369.988281
	Iteration 109Q: 3 clusters Score -617514.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -617516.812500 Penalty: 4369.988281
	Iteration 110Q: 3 clusters Score -617516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -617517.812500 Penalty: 4369.988281
	Iteration 111Q: 3 clusters Score -617517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -617518.562500 Penalty: 4369.988281
	Iteration 112Q: 3 clusters Score -617518.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -617522.187500 Penalty: 4369.988281
	Iteration 113Q: 3 clusters Score -617522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -617523.312500 Penalty: 4369.988281
	Iteration 114Q: 3 clusters Score -617523.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -617526.375000 Penalty: 4369.988281
	Iteration 115Q: 3 clusters Score -617526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -617525.812500 Penalty: 4369.988281
	Iteration 116Q: 3 clusters Score -617525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -617526.562500 Penalty: 4369.988281
	Iteration 117Q: 3 clusters Score -617526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -617526.500000 Penalty: 4369.988281
	Iteration 118Q: 3 clusters Score -617526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -617527.312500 Penalty: 4369.988281
	Iteration 119Q: 3 clusters Score -617527.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -617527.312500 Penalty: 4369.988281
	Iteration 120F: 3 clusters Score -617527.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Entering Unmasked Estep 
Score: -431394.000000 Penalty: 2117.320801
	Iteration 0F: 2 clusters Score -431394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -426834.312500 Penalty: 4234.641602
	Iteration 0F: 3 clusters Score -426834.3 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -428017.812500 Penalty: 4234.641602
	Iteration 1F: 3 clusters Score -428017.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -428270.656250 Penalty: 4234.641602
	Iteration 2F: 3 clusters Score -428270.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -428435.593750 Penalty: 4234.641602
	Iteration 3F: 3 clusters Score -428435.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -428558.062500 Penalty: 4234.641602
	Iteration 4Q: 3 clusters Score -428558.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -428651.125000 Penalty: 4234.641602
	Iteration 5Q: 3 clusters Score -428651.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -428728.093750 Penalty: 4234.641602
	Iteration 6Q: 3 clusters Score -428728.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -428815.406250 Penalty: 4234.641602
	Iteration 7Q: 3 clusters Score -428815.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -428904.968750 Penalty: 4234.641602
	Iteration 8Q: 3 clusters Score -428905 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -429032.875000 Penalty: 4234.641602
	Iteration 9Q: 3 clusters Score -429032.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -429146.718750 Penalty: 4234.641602
	Iteration 10Q: 3 clusters Score -429146.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -429245.093750 Penalty: 4234.641602
	Iteration 11Q: 3 clusters Score -429245.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -429360.812500 Penalty: 4234.641602
	Iteration 12Q: 3 clusters Score -429360.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -429471.125000 Penalty: 4234.641602
	Iteration 13Q: 3 clusters Score -429471.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -429572.468750 Penalty: 4234.641602
	Iteration 14Q: 3 clusters Score -429572.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -429668.281250 Penalty: 4234.641602
	Iteration 15Q: 3 clusters Score -429668.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -429769.906250 Penalty: 4234.641602
	Iteration 16Q: 3 clusters Score -429769.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -429856.812500 Penalty: 4234.641602
	Iteration 17Q: 3 clusters Score -429856.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -429951.531250 Penalty: 4234.641602
	Iteration 18Q: 3 clusters Score -429951.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -430056.062500 Penalty: 4234.641602
	Iteration 19Q: 3 clusters Score -430056.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -430124.687500 Penalty: 4234.641602
	Iteration 20F: 3 clusters Score -430124.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -430184.781250 Penalty: 4234.641602
	Iteration 21Q: 3 clusters Score -430184.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -430234.281250 Penalty: 4234.641602
	Iteration 22Q: 3 clusters Score -430234.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -430268.968750 Penalty: 4234.641602
	Iteration 23Q: 3 clusters Score -430269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -430297.531250 Penalty: 4234.641602
	Iteration 24Q: 3 clusters Score -430297.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -430327.031250 Penalty: 4234.641602
	Iteration 25Q: 3 clusters Score -430327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -430349.718750 Penalty: 4234.641602
	Iteration 26Q: 3 clusters Score -430349.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -430372.812500 Penalty: 4234.641602
	Iteration 27Q: 3 clusters Score -430372.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -430402.468750 Penalty: 4234.641602
	Iteration 28Q: 3 clusters Score -430402.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -430436.000000 Penalty: 4234.641602
	Iteration 29Q: 3 clusters Score -430436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -430476.656250 Penalty: 4234.641602
	Iteration 30Q: 3 clusters Score -430476.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -430539.968750 Penalty: 4234.641602
	Iteration 31Q: 3 clusters Score -430540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -430641.531250 Penalty: 4234.641602
	Iteration 32Q: 3 clusters Score -430641.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -430773.218750 Penalty: 4234.641602
	Iteration 33Q: 3 clusters Score -430773.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -430882.125000 Penalty: 4234.641602
	Iteration 34Q: 3 clusters Score -430882.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -430927.812500 Penalty: 4234.641602
	Iteration 35Q: 3 clusters Score -430927.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -430943.187500 Penalty: 4234.641602
	Iteration 36Q: 3 clusters Score -430943.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -430954.281250 Penalty: 4234.641602
	Iteration 37Q: 3 clusters Score -430954.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -430958.593750 Penalty: 4234.641602
	Iteration 38Q: 3 clusters Score -430958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -430960.812500 Penalty: 4234.641602
	Iteration 39Q: 3 clusters Score -430960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -430962.500000 Penalty: 4234.641602
	Iteration 40F: 3 clusters Score -430962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -430962.750000 Penalty: 4234.641602
	Iteration 41Q: 3 clusters Score -430962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -430963.156250 Penalty: 4234.641602
	Iteration 42Q: 3 clusters Score -430963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -430962.531250 Penalty: 4234.641602
	Iteration 43Q: 3 clusters Score -430962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -430962.531250 Penalty: 4234.641602
	Iteration 44F: 3 clusters Score -430962.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -437350.031250 Penalty: 2116.346924
	Iteration 0F: 2 clusters Score -437350 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 2523 members 
Entering Unmasked Estep 
Score: -432739.031250 Penalty: 4232.693848
	Iteration 0F: 3 clusters Score -432739 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -433801.062500 Penalty: 4232.693848
	Iteration 1F: 3 clusters Score -433801.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -434003.125000 Penalty: 4232.693848
	Iteration 2F: 3 clusters Score -434003.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -434159.500000 Penalty: 4232.693848
	Iteration 3F: 3 clusters Score -434159.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -434261.968750 Penalty: 4232.693848
	Iteration 4Q: 3 clusters Score -434262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -434345.437500 Penalty: 4232.693848
	Iteration 5Q: 3 clusters Score -434345.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -434414.406250 Penalty: 4232.693848
	Iteration 6Q: 3 clusters Score -434414.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -434464.062500 Penalty: 4232.693848
	Iteration 7Q: 3 clusters Score -434464.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -434514.281250 Penalty: 4232.693848
	Iteration 8Q: 3 clusters Score -434514.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -434559.187500 Penalty: 4232.693848
	Iteration 9Q: 3 clusters Score -434559.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -434596.125000 Penalty: 4232.693848
	Iteration 10Q: 3 clusters Score -434596.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -434633.625000 Penalty: 4232.693848
	Iteration 11Q: 3 clusters Score -434633.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -434665.718750 Penalty: 4232.693848
	Iteration 12Q: 3 clusters Score -434665.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -434697.968750 Penalty: 4232.693848
	Iteration 13Q: 3 clusters Score -434698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -434730.062500 Penalty: 4232.693848
	Iteration 14Q: 3 clusters Score -434730.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -434759.343750 Penalty: 4232.693848
	Iteration 15Q: 3 clusters Score -434759.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -434782.406250 Penalty: 4232.693848
	Iteration 16Q: 3 clusters Score -434782.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -434809.593750 Penalty: 4232.693848
	Iteration 17Q: 3 clusters Score -434809.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -434834.687500 Penalty: 4232.693848
	Iteration 18Q: 3 clusters Score -434834.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -434855.125000 Penalty: 4232.693848
	Iteration 19Q: 3 clusters Score -434855.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -434874.531250 Penalty: 4232.693848
	Iteration 20F: 3 clusters Score -434874.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -434895.500000 Penalty: 4232.693848
	Iteration 21Q: 3 clusters Score -434895.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -434914.062500 Penalty: 4232.693848
	Iteration 22Q: 3 clusters Score -434914.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -434936.250000 Penalty: 4232.693848
	Iteration 23Q: 3 clusters Score -434936.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -434960.281250 Penalty: 4232.693848
	Iteration 24Q: 3 clusters Score -434960.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -434983.312500 Penalty: 4232.693848
	Iteration 25Q: 3 clusters Score -434983.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -435005.593750 Penalty: 4232.693848
	Iteration 26Q: 3 clusters Score -435005.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -435030.187500 Penalty: 4232.693848
	Iteration 27Q: 3 clusters Score -435030.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -435053.500000 Penalty: 4232.693848
	Iteration 28Q: 3 clusters Score -435053.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -435080.812500 Penalty: 4232.693848
	Iteration 29Q: 3 clusters Score -435080.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -435108.656250 Penalty: 4232.693848
	Iteration 30Q: 3 clusters Score -435108.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -435128.812500 Penalty: 4232.693848
	Iteration 31Q: 3 clusters Score -435128.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -435148.781250 Penalty: 4232.693848
	Iteration 32Q: 3 clusters Score -435148.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -435165.562500 Penalty: 4232.693848
	Iteration 33Q: 3 clusters Score -435165.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -435180.031250 Penalty: 4232.693848
	Iteration 34Q: 3 clusters Score -435180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -435200.718750 Penalty: 4232.693848
	Iteration 35Q: 3 clusters Score -435200.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -435231.531250 Penalty: 4232.693848
	Iteration 36Q: 3 clusters Score -435231.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -435257.250000 Penalty: 4232.693848
	Iteration 37Q: 3 clusters Score -435257.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -435280.968750 Penalty: 4232.693848
	Iteration 38Q: 3 clusters Score -435281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -435298.187500 Penalty: 4232.693848
	Iteration 39Q: 3 clusters Score -435298.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -435325.812500 Penalty: 4232.693848
	Iteration 40F: 3 clusters Score -435325.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -435347.187500 Penalty: 4232.693848
	Iteration 41Q: 3 clusters Score -435347.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -435367.031250 Penalty: 4232.693848
	Iteration 42Q: 3 clusters Score -435367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -435391.343750 Penalty: 4232.693848
	Iteration 43Q: 3 clusters Score -435391.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -435403.906250 Penalty: 4232.693848
	Iteration 44Q: 3 clusters Score -435403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -435417.125000 Penalty: 4232.693848
	Iteration 45Q: 3 clusters Score -435417.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -435422.531250 Penalty: 4232.693848
	Iteration 46Q: 3 clusters Score -435422.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -435429.687500 Penalty: 4232.693848
	Iteration 47Q: 3 clusters Score -435429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -435433.937500 Penalty: 4232.693848
	Iteration 48Q: 3 clusters Score -435433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -435439.593750 Penalty: 4232.693848
	Iteration 49Q: 3 clusters Score -435439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -435444.437500 Penalty: 4232.693848
	Iteration 50Q: 3 clusters Score -435444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -435447.625000 Penalty: 4232.693848
	Iteration 51Q: 3 clusters Score -435447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -435451.281250 Penalty: 4232.693848
	Iteration 52Q: 3 clusters Score -435451.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -435459.625000 Penalty: 4232.693848
	Iteration 53Q: 3 clusters Score -435459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -435461.531250 Penalty: 4232.693848
	Iteration 54Q: 3 clusters Score -435461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -435464.250000 Penalty: 4232.693848
	Iteration 55Q: 3 clusters Score -435464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -435464.468750 Penalty: 4232.693848
	Iteration 56Q: 3 clusters Score -435464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -435467.937500 Penalty: 4232.693848
	Iteration 57Q: 3 clusters Score -435467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -435469.156250 Penalty: 4232.693848
	Iteration 58Q: 3 clusters Score -435469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -435469.156250 Penalty: 4232.693848
	Iteration 59F: 3 clusters Score -435469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Entering Unmasked Estep 
Score: -3660005.000000 Penalty: 2620.801025
	Iteration 0F: 2 clusters Score -3660005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3633597.000000 Penalty: 5241.602051
	Iteration 0F: 3 clusters Score -3633597 nChanged 17690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3643366.500000 Penalty: 5241.602051
	Iteration 1F: 3 clusters Score -3643366 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3643970.500000 Penalty: 5241.602051
	Iteration 2Q: 3 clusters Score -3643970 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3644635.750000 Penalty: 5241.602051
	Iteration 3Q: 3 clusters Score -3644636 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3645506.250000 Penalty: 5241.602051
	Iteration 4Q: 3 clusters Score -3645506 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3646639.250000 Penalty: 5241.602051
	Iteration 5F: 3 clusters Score -3646639 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3648138.250000 Penalty: 5241.602051
	Iteration 6F: 3 clusters Score -3648138 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3649886.500000 Penalty: 5241.602051
	Iteration 7F: 3 clusters Score -3649886 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3651766.750000 Penalty: 5241.602051
	Iteration 8F: 3 clusters Score -3651767 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3653395.500000 Penalty: 5241.602051
	Iteration 9F: 3 clusters Score -3653396 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3654482.500000 Penalty: 5241.602051
	Iteration 10Q: 3 clusters Score -3654482 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3655151.000000 Penalty: 5241.602051
	Iteration 11Q: 3 clusters Score -3655151 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3655516.750000 Penalty: 5241.602051
	Iteration 12Q: 3 clusters Score -3655517 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3655779.250000 Penalty: 5241.602051
	Iteration 13Q: 3 clusters Score -3655779 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3655974.750000 Penalty: 5241.602051
	Iteration 14Q: 3 clusters Score -3655975 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3656136.750000 Penalty: 5241.602051
	Iteration 15Q: 3 clusters Score -3656137 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3656318.750000 Penalty: 5241.602051
	Iteration 16Q: 3 clusters Score -3656319 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3656500.750000 Penalty: 5241.602051
	Iteration 17Q: 3 clusters Score -3656501 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3656680.250000 Penalty: 5241.602051
	Iteration 18Q: 3 clusters Score -3656680 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3656903.500000 Penalty: 5241.602051
	Iteration 19Q: 3 clusters Score -3656904 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3657093.250000 Penalty: 5241.602051
	Iteration 20F: 3 clusters Score -3657093 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3657301.750000 Penalty: 5241.602051
	Iteration 21Q: 3 clusters Score -3657302 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3657509.750000 Penalty: 5241.602051
	Iteration 22Q: 3 clusters Score -3657510 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3657723.500000 Penalty: 5241.602051
	Iteration 23Q: 3 clusters Score -3657724 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3657908.250000 Penalty: 5241.602051
	Iteration 24Q: 3 clusters Score -3657908 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3658062.250000 Penalty: 5241.602051
	Iteration 25Q: 3 clusters Score -3658062 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3658159.500000 Penalty: 5241.602051
	Iteration 26Q: 3 clusters Score -3658160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3658234.500000 Penalty: 5241.602051
	Iteration 27Q: 3 clusters Score -3658234 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3658300.750000 Penalty: 5241.602051
	Iteration 28Q: 3 clusters Score -3658301 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3658374.500000 Penalty: 5241.602051
	Iteration 29Q: 3 clusters Score -3658374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3658410.750000 Penalty: 5241.602051
	Iteration 30Q: 3 clusters Score -3658411 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3658441.000000 Penalty: 5241.602051
	Iteration 31Q: 3 clusters Score -3658441 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3658470.750000 Penalty: 5241.602051
	Iteration 32Q: 3 clusters Score -3658471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3658499.500000 Penalty: 5241.602051
	Iteration 33Q: 3 clusters Score -3658500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3658506.000000 Penalty: 5241.602051
	Iteration 34Q: 3 clusters Score -3658506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3658522.250000 Penalty: 5241.602051
	Iteration 35Q: 3 clusters Score -3658522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3658530.250000 Penalty: 5241.602051
	Iteration 36Q: 3 clusters Score -3658530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3658535.750000 Penalty: 5241.602051
	Iteration 37Q: 3 clusters Score -3658536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3658541.500000 Penalty: 5241.602051
	Iteration 38Q: 3 clusters Score -3658542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3658545.500000 Penalty: 5241.602051
	Iteration 39Q: 3 clusters Score -3658546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3658542.500000 Penalty: 5241.602051
	Iteration 40F: 3 clusters Score -3658542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3658539.500000 Penalty: 5241.602051
	Iteration 41Q: 3 clusters Score -3658540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3658540.750000 Penalty: 5241.602051
	Iteration 42Q: 3 clusters Score -3658541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3658546.750000 Penalty: 5241.602051
	Iteration 43Q: 3 clusters Score -3658547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3658549.250000 Penalty: 5241.602051
	Iteration 44Q: 3 clusters Score -3658549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3658548.500000 Penalty: 5241.602051
	Iteration 45Q: 3 clusters Score -3658548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3658551.500000 Penalty: 5241.602051
	Iteration 46Q: 3 clusters Score -3658552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3658548.500000 Penalty: 5241.602051
	Iteration 47Q: 3 clusters Score -3658548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3658549.500000 Penalty: 5241.602051
	Iteration 48Q: 3 clusters Score -3658550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3658549.750000 Penalty: 5241.602051
	Iteration 49Q: 3 clusters Score -3658550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3658554.250000 Penalty: 5241.602051
	Iteration 50Q: 3 clusters Score -3658554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3658554.250000 Penalty: 5241.602051
	Iteration 51Q: 3 clusters Score -3658554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3658554.750000 Penalty: 5241.602051
	Iteration 52Q: 3 clusters Score -3658555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3658554.750000 Penalty: 5241.602051
	Iteration 53F: 3 clusters Score -3658555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -237529.500000 Penalty: 1957.050049
	Iteration 0F: 2 clusters Score -237529.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -234520.562500 Penalty: 3914.100098
	Iteration 0F: 3 clusters Score -234520.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -235119.562500 Penalty: 3914.100098
	Iteration 1F: 3 clusters Score -235119.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -235285.328125 Penalty: 3914.100098
	Iteration 2F: 3 clusters Score -235285.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -235393.234375 Penalty: 3914.100098
	Iteration 3F: 3 clusters Score -235393.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -235476.453125 Penalty: 3914.100098
	Iteration 4Q: 3 clusters Score -235476.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -235548.765625 Penalty: 3914.100098
	Iteration 5Q: 3 clusters Score -235548.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -235604.796875 Penalty: 3914.100098
	Iteration 6Q: 3 clusters Score -235604.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -235666.453125 Penalty: 3914.100098
	Iteration 7Q: 3 clusters Score -235666.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -235721.062500 Penalty: 3914.100098
	Iteration 8Q: 3 clusters Score -235721.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -235772.875000 Penalty: 3914.100098
	Iteration 9Q: 3 clusters Score -235772.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -235814.750000 Penalty: 3914.100098
	Iteration 10Q: 3 clusters Score -235814.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -235850.812500 Penalty: 3914.100098
	Iteration 11Q: 3 clusters Score -235850.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -235882.968750 Penalty: 3914.100098
	Iteration 12Q: 3 clusters Score -235883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -235910.250000 Penalty: 3914.100098
	Iteration 13Q: 3 clusters Score -235910.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -235938.406250 Penalty: 3914.100098
	Iteration 14Q: 3 clusters Score -235938.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -235963.421875 Penalty: 3914.100098
	Iteration 15Q: 3 clusters Score -235963.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235992.093750 Penalty: 3914.100098
	Iteration 16Q: 3 clusters Score -235992.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -236014.453125 Penalty: 3914.100098
	Iteration 17Q: 3 clusters Score -236014.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -236035.171875 Penalty: 3914.100098
	Iteration 18Q: 3 clusters Score -236035.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -236045.750000 Penalty: 3914.100098
	Iteration 19Q: 3 clusters Score -236045.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -236053.421875 Penalty: 3914.100098
	Iteration 20F: 3 clusters Score -236053.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -236061.625000 Penalty: 3914.100098
	Iteration 21Q: 3 clusters Score -236061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -236065.265625 Penalty: 3914.100098
	Iteration 22Q: 3 clusters Score -236065.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -236065.906250 Penalty: 3914.100098
	Iteration 23Q: 3 clusters Score -236065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -236067.734375 Penalty: 3914.100098
	Iteration 24Q: 3 clusters Score -236067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -236072.593750 Penalty: 3914.100098
	Iteration 25Q: 3 clusters Score -236072.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -236083.390625 Penalty: 3914.100098
	Iteration 26Q: 3 clusters Score -236083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -236091.062500 Penalty: 3914.100098
	Iteration 27Q: 3 clusters Score -236091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -236094.687500 Penalty: 3914.100098
	Iteration 28Q: 3 clusters Score -236094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -236095.703125 Penalty: 3914.100098
	Iteration 29Q: 3 clusters Score -236095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -236096.031250 Penalty: 3914.100098
	Iteration 30Q: 3 clusters Score -236096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -236096.609375 Penalty: 3914.100098
	Iteration 31Q: 3 clusters Score -236096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236097.312500 Penalty: 3914.100098
	Iteration 32Q: 3 clusters Score -236097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -236097.296875 Penalty: 3914.100098
	Iteration 33Q: 3 clusters Score -236097.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -236097.296875 Penalty: 3914.100098
	Iteration 34F: 3 clusters Score -236097.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -74001.421875 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -74001.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72311.882812 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -72311.88 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73049.367188 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -73049.37 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73544.500000 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -73544.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73805.960938 Penalty: 3407.031006
	Iteration 3F: 3 clusters Score -73805.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73992.453125 Penalty: 3407.031006
	Iteration 4F: 3 clusters Score -73992.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74187.437500 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -74187.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74428.320312 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -74428.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74556.148438 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -74556.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74623.539062 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -74623.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74666.390625 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -74666.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74674.914062 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -74674.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74674.914062 Penalty: 3407.031006
	Iteration 11F: 3 clusters Score -74674.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 178343 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23604 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 439041 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16089 members 
Mstep: Class 19 contains 16203 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157533 members 
Mstep: Class 22 contains 118100 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 328 members 
Entering Unmasked Estep 
Score: -93597832.000000 Penalty: 82531.210938
Splitting cluster 9 changes total score from -93596960.000000 to -93597832.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -531062.437500 Penalty: 2153.143311
	Iteration 0F: 2 clusters Score -531062.4 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 2954 members 
Entering Unmasked Estep 
Score: -525980.562500 Penalty: 4306.286621
	Iteration 0F: 3 clusters Score -525980.6 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -527180.062500 Penalty: 4306.286621
	Iteration 1F: 3 clusters Score -527180.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -527394.062500 Penalty: 4306.286621
	Iteration 2F: 3 clusters Score -527394.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -527518.000000 Penalty: 4306.286621
	Iteration 3Q: 3 clusters Score -527518 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -527611.500000 Penalty: 4306.286621
	Iteration 4Q: 3 clusters Score -527611.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -527686.187500 Penalty: 4306.286621
	Iteration 5Q: 3 clusters Score -527686.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -527756.312500 Penalty: 4306.286621
	Iteration 6Q: 3 clusters Score -527756.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -527835.687500 Penalty: 4306.286621
	Iteration 7Q: 3 clusters Score -527835.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -527910.000000 Penalty: 4306.286621
	Iteration 8Q: 3 clusters Score -527910 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -527975.312500 Penalty: 4306.286621
	Iteration 9Q: 3 clusters Score -527975.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -528040.375000 Penalty: 4306.286621
	Iteration 10Q: 3 clusters Score -528040.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -528108.375000 Penalty: 4306.286621
	Iteration 11Q: 3 clusters Score -528108.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -528190.375000 Penalty: 4306.286621
	Iteration 12Q: 3 clusters Score -528190.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -528293.437500 Penalty: 4306.286621
	Iteration 13Q: 3 clusters Score -528293.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -528397.625000 Penalty: 4306.286621
	Iteration 14Q: 3 clusters Score -528397.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -528487.000000 Penalty: 4306.286621
	Iteration 15Q: 3 clusters Score -528487 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -528582.687500 Penalty: 4306.286621
	Iteration 16Q: 3 clusters Score -528582.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -528688.875000 Penalty: 4306.286621
	Iteration 17Q: 3 clusters Score -528688.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -528791.625000 Penalty: 4306.286621
	Iteration 18Q: 3 clusters Score -528791.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -528883.500000 Penalty: 4306.286621
	Iteration 19Q: 3 clusters Score -528883.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -528965.812500 Penalty: 4306.286621
	Iteration 20F: 3 clusters Score -528965.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -529016.125000 Penalty: 4306.286621
	Iteration 21Q: 3 clusters Score -529016.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -529067.125000 Penalty: 4306.286621
	Iteration 22Q: 3 clusters Score -529067.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -529110.687500 Penalty: 4306.286621
	Iteration 23Q: 3 clusters Score -529110.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -529146.062500 Penalty: 4306.286621
	Iteration 24Q: 3 clusters Score -529146.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -529184.937500 Penalty: 4306.286621
	Iteration 25Q: 3 clusters Score -529184.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -529232.062500 Penalty: 4306.286621
	Iteration 26Q: 3 clusters Score -529232.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -529272.250000 Penalty: 4306.286621
	Iteration 27Q: 3 clusters Score -529272.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -529304.125000 Penalty: 4306.286621
	Iteration 28Q: 3 clusters Score -529304.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -529345.062500 Penalty: 4306.286621
	Iteration 29Q: 3 clusters Score -529345.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -529388.312500 Penalty: 4306.286621
	Iteration 30Q: 3 clusters Score -529388.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -529424.812500 Penalty: 4306.286621
	Iteration 31Q: 3 clusters Score -529424.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -529457.625000 Penalty: 4306.286621
	Iteration 32Q: 3 clusters Score -529457.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -529478.500000 Penalty: 4306.286621
	Iteration 33Q: 3 clusters Score -529478.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -529495.437500 Penalty: 4306.286621
	Iteration 34Q: 3 clusters Score -529495.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -529510.500000 Penalty: 4306.286621
	Iteration 35Q: 3 clusters Score -529510.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -529519.062500 Penalty: 4306.286621
	Iteration 36Q: 3 clusters Score -529519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -529525.000000 Penalty: 4306.286621
	Iteration 37Q: 3 clusters Score -529525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -529526.687500 Penalty: 4306.286621
	Iteration 38Q: 3 clusters Score -529526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -529529.312500 Penalty: 4306.286621
	Iteration 39Q: 3 clusters Score -529529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -529532.125000 Penalty: 4306.286621
	Iteration 40F: 3 clusters Score -529532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -529532.250000 Penalty: 4306.286621
	Iteration 41Q: 3 clusters Score -529532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -529532.375000 Penalty: 4306.286621
	Iteration 42Q: 3 clusters Score -529532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -529532.375000 Penalty: 4306.286621
	Iteration 43F: 3 clusters Score -529532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Entering Unmasked Estep 
Score: -16177581.000000 Penalty: 2998.683105
	Iteration 0F: 2 clusters Score -1.617758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -16058237.000000 Penalty: 5997.366211
	Iteration 0F: 3 clusters Score -1.605824e+07 nChanged 85696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -16109546.000000 Penalty: 5997.366211
	Iteration 1F: 3 clusters Score -1.610955e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 102646 members 
Entering Unmasked Estep 
Score: -16112796.000000 Penalty: 5997.366211
	Iteration 2Q: 3 clusters Score -1.61128e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -16119360.000000 Penalty: 5997.366211
	Iteration 3F: 3 clusters Score -1.611936e+07 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 121140 members 
Entering Unmasked Estep 
Score: -16130678.000000 Penalty: 5997.366211
	Iteration 4F: 3 clusters Score -1.613068e+07 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 132941 members 
Entering Unmasked Estep 
Score: -16145370.000000 Penalty: 5997.366211
	Iteration 5F: 3 clusters Score -1.614537e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 143060 members 
Entering Unmasked Estep 
Score: -16159172.000000 Penalty: 5997.366211
	Iteration 6F: 3 clusters Score -1.615917e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 149654 members 
Entering Unmasked Estep 
Score: -16169208.000000 Penalty: 5997.366211
	Iteration 7F: 3 clusters Score -1.616921e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 152859 members 
Entering Unmasked Estep 
Score: -16175852.000000 Penalty: 5997.366211
	Iteration 8Q: 3 clusters Score -1.617585e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 154106 members 
Entering Unmasked Estep 
Score: -16178964.000000 Penalty: 5997.366211
	Iteration 9Q: 3 clusters Score -1.617896e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 154842 members 
Entering Unmasked Estep 
Score: -16180064.000000 Penalty: 5997.366211
	Iteration 10Q: 3 clusters Score -1.618006e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 155364 members 
Entering Unmasked Estep 
Score: -16180518.000000 Penalty: 5997.366211
	Iteration 11Q: 3 clusters Score -1.618052e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 155821 members 
Entering Unmasked Estep 
Score: -16180826.000000 Penalty: 5997.366211
	Iteration 12Q: 3 clusters Score -1.618083e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 156137 members 
Entering Unmasked Estep 
Score: -16180956.000000 Penalty: 5997.366211
	Iteration 13Q: 3 clusters Score -1.618096e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 156445 members 
Entering Unmasked Estep 
Score: -16181081.000000 Penalty: 5997.366211
	Iteration 14Q: 3 clusters Score -1.618108e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -16181150.000000 Penalty: 5997.366211
	Iteration 15Q: 3 clusters Score -1.618115e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 156852 members 
Entering Unmasked Estep 
Score: -16181172.000000 Penalty: 5997.366211
	Iteration 16Q: 3 clusters Score -1.618117e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -16181166.000000 Penalty: 5997.366211
	Iteration 17Q: 3 clusters Score -1.618117e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 157123 members 
Entering Unmasked Estep 
Score: -16181176.000000 Penalty: 5997.366211
	Iteration 18Q: 3 clusters Score -1.618118e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -16181174.000000 Penalty: 5997.366211
	Iteration 19Q: 3 clusters Score -1.618117e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -16181191.000000 Penalty: 5997.366211
	Iteration 20F: 3 clusters Score -1.618119e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 157394 members 
Entering Unmasked Estep 
Score: -16181182.000000 Penalty: 5997.366211
	Iteration 21Q: 3 clusters Score -1.618118e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 157486 members 
Entering Unmasked Estep 
Score: -16181170.000000 Penalty: 5997.366211
	Iteration 22Q: 3 clusters Score -1.618117e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -16181167.000000 Penalty: 5997.366211
	Iteration 23Q: 3 clusters Score -1.618117e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 157645 members 
Entering Unmasked Estep 
Score: -16181170.000000 Penalty: 5997.366211
	Iteration 24Q: 3 clusters Score -1.618117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -16181197.000000 Penalty: 5997.366211
	Iteration 25Q: 3 clusters Score -1.61812e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -16181201.000000 Penalty: 5997.366211
	Iteration 26Q: 3 clusters Score -1.61812e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 157788 members 
Entering Unmasked Estep 
Score: -16181188.000000 Penalty: 5997.366211
	Iteration 27Q: 3 clusters Score -1.618119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -16181183.000000 Penalty: 5997.366211
	Iteration 28Q: 3 clusters Score -1.618118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -16181201.000000 Penalty: 5997.366211
	Iteration 29Q: 3 clusters Score -1.61812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 157880 members 
Entering Unmasked Estep 
Score: -16181210.000000 Penalty: 5997.366211
	Iteration 30Q: 3 clusters Score -1.618121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 157900 members 
Entering Unmasked Estep 
Score: -16181199.000000 Penalty: 5997.366211
	Iteration 31Q: 3 clusters Score -1.61812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 157921 members 
Entering Unmasked Estep 
Score: -16181194.000000 Penalty: 5997.366211
	Iteration 32Q: 3 clusters Score -1.618119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -16181188.000000 Penalty: 5997.366211
	Iteration 33Q: 3 clusters Score -1.618119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 157935 members 
Entering Unmasked Estep 
Score: -16181177.000000 Penalty: 5997.366211
	Iteration 34Q: 3 clusters Score -1.618118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 157946 members 
Entering Unmasked Estep 
Score: -16181186.000000 Penalty: 5997.366211
	Iteration 35Q: 3 clusters Score -1.618119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -16181182.000000 Penalty: 5997.366211
	Iteration 36Q: 3 clusters Score -1.618118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -16181193.000000 Penalty: 5997.366211
	Iteration 37Q: 3 clusters Score -1.618119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -16181192.000000 Penalty: 5997.366211
	Iteration 38Q: 3 clusters Score -1.618119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -16181189.000000 Penalty: 5997.366211
	Iteration 39Q: 3 clusters Score -1.618119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -16181202.000000 Penalty: 5997.366211
	Iteration 40F: 3 clusters Score -1.61812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 157995 members 
Entering Unmasked Estep 
Score: -16181201.000000 Penalty: 5997.366211
	Iteration 41Q: 3 clusters Score -1.61812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -16181185.000000 Penalty: 5997.366211
	Iteration 42Q: 3 clusters Score -1.618118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -16181185.000000 Penalty: 5997.366211
	Iteration 43Q: 3 clusters Score -1.618118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 158016 members 
Entering Unmasked Estep 
Score: -16181185.000000 Penalty: 5997.366211
	Iteration 44Q: 3 clusters Score -1.618118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -16181194.000000 Penalty: 5997.366211
	Iteration 45Q: 3 clusters Score -1.618119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -16181194.000000 Penalty: 5997.366211
	Iteration 46Q: 3 clusters Score -1.618119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -16181190.000000 Penalty: 5997.366211
	Iteration 47Q: 3 clusters Score -1.618119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -16181190.000000 Penalty: 5997.366211
	Iteration 48F: 3 clusters Score -1.618119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 20320 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23604 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 439041 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16089 members 
Mstep: Class 19 contains 16203 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157533 members 
Mstep: Class 22 contains 118100 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 158023 members 
Entering Unmasked Estep 
Score: -93600936.000000 Penalty: 85970.007812
Splitting cluster 11 changes total score from -93596960.000000 to -93600936.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -93138.054688 Penalty: 1755.219482
	Iteration 0F: 2 clusters Score -93138.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -91186.851562 Penalty: 3510.438965
	Iteration 0F: 3 clusters Score -91186.85 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -92005.359375 Penalty: 3510.438965
	Iteration 1F: 3 clusters Score -92005.36 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92809.796875 Penalty: 3510.438965
	Iteration 2F: 3 clusters Score -92809.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93924.882812 Penalty: 3510.438965
	Iteration 3F: 3 clusters Score -93924.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -94372.625000 Penalty: 3510.438965
	Iteration 4F: 3 clusters Score -94372.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -94703.164062 Penalty: 3510.438965
	Iteration 5Q: 3 clusters Score -94703.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -94885.789062 Penalty: 3510.438965
	Iteration 6Q: 3 clusters Score -94885.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -94968.882812 Penalty: 3510.438965
	Iteration 7Q: 3 clusters Score -94968.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -94971.195312 Penalty: 3510.438965
	Iteration 8Q: 3 clusters Score -94971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -94973.109375 Penalty: 3510.438965
	Iteration 9Q: 3 clusters Score -94973.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -94973.109375 Penalty: 3510.438965
	Iteration 10F: 3 clusters Score -94973.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 20320 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 23604 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 439041 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16089 members 
Mstep: Class 19 contains 16203 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157533 members 
Mstep: Class 22 contains 118100 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 158023 members 
Mstep: Class 26 contains 201 members 
Entering Unmasked Estep 
Score: -93601072.000000 Penalty: 89408.812500
Splitting cluster 12 changes total score from -93596960.000000 to -93601072.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -182879.625000 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -182879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -180238.812500 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -180238.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -182548.828125 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -182548.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -184242.421875 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -184242.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -184909.765625 Penalty: 3844.091309
	Iteration 3F: 3 clusters Score -184909.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185092.140625 Penalty: 3844.091309
	Iteration 4Q: 3 clusters Score -185092.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185196.171875 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -185196.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -185281.953125 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -185282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -185365.171875 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -185365.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -185394.921875 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -185394.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -185412.921875 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -185412.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -185430.359375 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -185430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -185459.859375 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -185459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -185473.125000 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -185473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -185481.375000 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -185481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -185490.890625 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -185490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185498.265625 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -185498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185506.281250 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -185506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185512.906250 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -185512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185517.437500 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -185517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185519.562500 Penalty: 3844.091309
	Iteration 19F: 3 clusters Score -185519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185533.484375 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -185533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185545.281250 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -185545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185546.781250 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -185546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185547.046875 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -185547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185547.046875 Penalty: 3844.091309
	Iteration 24F: 3 clusters Score -185547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 20320 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 23604 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 439041 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16089 members 
Mstep: Class 19 contains 16203 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157533 members 
Mstep: Class 22 contains 118100 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 158023 members 
Mstep: Class 26 contains 201 members 
Mstep: Class 27 contains 616 members 
Entering Unmasked Estep 
Score: -93601976.000000 Penalty: 92847.609375
Splitting cluster 13 changes total score from -93596960.000000 to -93601976.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (23604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Entering Unmasked Estep 
Score: -2099213.000000 Penalty: 2497.154541
	Iteration 0F: 2 clusters Score -2099213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2082832.625000 Penalty: 4994.309082
	Iteration 0F: 3 clusters Score -2082833 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2088419.625000 Penalty: 4994.309082
	Iteration 1F: 3 clusters Score -2088420 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2088908.875000 Penalty: 4994.309082
	Iteration 2F: 3 clusters Score -2088909 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2089336.125000 Penalty: 4994.309082
	Iteration 3Q: 3 clusters Score -2089336 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2089694.250000 Penalty: 4994.309082
	Iteration 4Q: 3 clusters Score -2089694 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2090017.625000 Penalty: 4994.309082
	Iteration 5Q: 3 clusters Score -2090018 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2090333.875000 Penalty: 4994.309082
	Iteration 6Q: 3 clusters Score -2090334 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2090696.250000 Penalty: 4994.309082
	Iteration 7Q: 3 clusters Score -2090696 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2091146.625000 Penalty: 4994.309082
	Iteration 8Q: 3 clusters Score -2091147 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2091661.250000 Penalty: 4994.309082
	Iteration 9Q: 3 clusters Score -2091661 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2092277.500000 Penalty: 4994.309082
	Iteration 10Q: 3 clusters Score -2092278 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2092986.500000 Penalty: 4994.309082
	Iteration 11Q: 3 clusters Score -2092986 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2093815.125000 Penalty: 4994.309082
	Iteration 12Q: 3 clusters Score -2093815 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2094556.750000 Penalty: 4994.309082
	Iteration 13Q: 3 clusters Score -2094557 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2095188.875000 Penalty: 4994.309082
	Iteration 14Q: 3 clusters Score -2095189 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2095692.125000 Penalty: 4994.309082
	Iteration 15Q: 3 clusters Score -2095692 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2096056.750000 Penalty: 4994.309082
	Iteration 16Q: 3 clusters Score -2096057 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2096343.500000 Penalty: 4994.309082
	Iteration 17Q: 3 clusters Score -2096344 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2096580.125000 Penalty: 4994.309082
	Iteration 18Q: 3 clusters Score -2096580 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2096742.875000 Penalty: 4994.309082
	Iteration 19Q: 3 clusters Score -2096743 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2096845.375000 Penalty: 4994.309082
	Iteration 20F: 3 clusters Score -2096845 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2096905.750000 Penalty: 4994.309082
	Iteration 21Q: 3 clusters Score -2096906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2096951.500000 Penalty: 4994.309082
	Iteration 22Q: 3 clusters Score -2096952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2096999.375000 Penalty: 4994.309082
	Iteration 23Q: 3 clusters Score -2096999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2097044.875000 Penalty: 4994.309082
	Iteration 24Q: 3 clusters Score -2097045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2097064.000000 Penalty: 4994.309082
	Iteration 25Q: 3 clusters Score -2097064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2097088.250000 Penalty: 4994.309082
	Iteration 26Q: 3 clusters Score -2097088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2097103.500000 Penalty: 4994.309082
	Iteration 27Q: 3 clusters Score -2097104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2097112.625000 Penalty: 4994.309082
	Iteration 28Q: 3 clusters Score -2097113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2097125.500000 Penalty: 4994.309082
	Iteration 29Q: 3 clusters Score -2097126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2097132.500000 Penalty: 4994.309082
	Iteration 30Q: 3 clusters Score -2097132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2097138.125000 Penalty: 4994.309082
	Iteration 31Q: 3 clusters Score -2097138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2097135.625000 Penalty: 4994.309082
	Iteration 32Q: 3 clusters Score -2097136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2097138.000000 Penalty: 4994.309082
	Iteration 33Q: 3 clusters Score -2097138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2097141.500000 Penalty: 4994.309082
	Iteration 34Q: 3 clusters Score -2097142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2097140.500000 Penalty: 4994.309082
	Iteration 35Q: 3 clusters Score -2097140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2097144.000000 Penalty: 4994.309082
	Iteration 36Q: 3 clusters Score -2097144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2097144.375000 Penalty: 4994.309082
	Iteration 37Q: 3 clusters Score -2097144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2097144.375000 Penalty: 4994.309082
	Iteration 38F: 3 clusters Score -2097144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Entering Unmasked Estep 
Score: -1048128.312500 Penalty: 2331.561279
	Iteration 0F: 2 clusters Score -1048128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1039208.437500 Penalty: 4663.122559
	Iteration 0F: 3 clusters Score -1039208 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1041999.437500 Penalty: 4663.122559
	Iteration 1F: 3 clusters Score -1041999 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1042566.250000 Penalty: 4663.122559
	Iteration 2F: 3 clusters Score -1042566 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1043224.375000 Penalty: 4663.122559
	Iteration 3F: 3 clusters Score -1043224 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1043960.812500 Penalty: 4663.122559
	Iteration 4F: 3 clusters Score -1043961 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1044731.000000 Penalty: 4663.122559
	Iteration 5F: 3 clusters Score -1044731 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1045420.000000 Penalty: 4663.122559
	Iteration 6F: 3 clusters Score -1045420 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1045930.500000 Penalty: 4663.122559
	Iteration 7F: 3 clusters Score -1045930 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1046337.812500 Penalty: 4663.122559
	Iteration 8Q: 3 clusters Score -1046338 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1046605.500000 Penalty: 4663.122559
	Iteration 9Q: 3 clusters Score -1046606 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1046795.562500 Penalty: 4663.122559
	Iteration 10Q: 3 clusters Score -1046796 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1046937.812500 Penalty: 4663.122559
	Iteration 11Q: 3 clusters Score -1046938 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1047026.437500 Penalty: 4663.122559
	Iteration 12Q: 3 clusters Score -1047026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1047094.937500 Penalty: 4663.122559
	Iteration 13Q: 3 clusters Score -1047095 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1047144.437500 Penalty: 4663.122559
	Iteration 14Q: 3 clusters Score -1047144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1047181.812500 Penalty: 4663.122559
	Iteration 15Q: 3 clusters Score -1047182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1047206.062500 Penalty: 4663.122559
	Iteration 16Q: 3 clusters Score -1047206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1047226.125000 Penalty: 4663.122559
	Iteration 17Q: 3 clusters Score -1047226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1047242.750000 Penalty: 4663.122559
	Iteration 18Q: 3 clusters Score -1047243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1047258.187500 Penalty: 4663.122559
	Iteration 19Q: 3 clusters Score -1047258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1047272.250000 Penalty: 4663.122559
	Iteration 20F: 3 clusters Score -1047272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1047282.687500 Penalty: 4663.122559
	Iteration 21Q: 3 clusters Score -1047283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1047294.500000 Penalty: 4663.122559
	Iteration 22Q: 3 clusters Score -1047294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1047301.937500 Penalty: 4663.122559
	Iteration 23Q: 3 clusters Score -1047302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1047310.625000 Penalty: 4663.122559
	Iteration 24Q: 3 clusters Score -1047311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1047319.875000 Penalty: 4663.122559
	Iteration 25Q: 3 clusters Score -1047320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1047330.437500 Penalty: 4663.122559
	Iteration 26Q: 3 clusters Score -1047330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1047341.750000 Penalty: 4663.122559
	Iteration 27Q: 3 clusters Score -1047342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1047352.812500 Penalty: 4663.122559
	Iteration 28Q: 3 clusters Score -1047353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1047358.125000 Penalty: 4663.122559
	Iteration 29Q: 3 clusters Score -1047358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1047364.187500 Penalty: 4663.122559
	Iteration 30Q: 3 clusters Score -1047364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1047368.312500 Penalty: 4663.122559
	Iteration 31Q: 3 clusters Score -1047368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1047369.937500 Penalty: 4663.122559
	Iteration 32Q: 3 clusters Score -1047370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1047369.437500 Penalty: 4663.122559
	Iteration 33Q: 3 clusters Score -1047369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1047368.937500 Penalty: 4663.122559
	Iteration 34Q: 3 clusters Score -1047369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1047368.937500 Penalty: 4663.122559
	Iteration 35F: 3 clusters Score -1047369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (439041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439041 members 
Entering Unmasked Estep 
Score: -40335992.000000 Penalty: 3222.102295
	Iteration 0F: 2 clusters Score -4.033599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219854 members 
Mstep: Class 2 contains 219187 members 
Entering Unmasked Estep 
Score: -40039640.000000 Penalty: 6444.204590
	Iteration 0F: 3 clusters Score -4.003964e+07 nChanged 213811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226761 members 
Mstep: Class 2 contains 212280 members 
Entering Unmasked Estep 
Score: -40166848.000000 Penalty: 6444.204590
	Iteration 1F: 3 clusters Score -4.016685e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231518 members 
Mstep: Class 2 contains 207523 members 
Entering Unmasked Estep 
Score: -40168652.000000 Penalty: 6444.204590
	Iteration 2Q: 3 clusters Score -4.016865e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239250 members 
Mstep: Class 2 contains 199791 members 
Entering Unmasked Estep 
Score: -40172256.000000 Penalty: 6444.204590
	Iteration 3Q: 3 clusters Score -4.017226e+07 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252027 members 
Mstep: Class 2 contains 187014 members 
Entering Unmasked Estep 
Score: -40178484.000000 Penalty: 6444.204590
	Iteration 4Q: 3 clusters Score -4.017848e+07 nChanged 23115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272144 members 
Mstep: Class 2 contains 166897 members 
Entering Unmasked Estep 
Score: -40190088.000000 Penalty: 6444.204590
	Iteration 5F: 3 clusters Score -4.019009e+07 nChanged 31486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301366 members 
Mstep: Class 2 contains 137675 members 
Entering Unmasked Estep 
Score: -40211716.000000 Penalty: 6444.204590
	Iteration 6F: 3 clusters Score -4.021172e+07 nChanged 38541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338169 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -40245136.000000 Penalty: 6444.204590
	Iteration 7F: 3 clusters Score -4.024514e+07 nChanged 37009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373948 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -40280416.000000 Penalty: 6444.204590
	Iteration 8F: 3 clusters Score -4.028042e+07 nChanged 26445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399487 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -40305672.000000 Penalty: 6444.204590
	Iteration 9F: 3 clusters Score -4.030567e+07 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413921 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -40318580.000000 Penalty: 6444.204590
	Iteration 10Q: 3 clusters Score -4.031858e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421694 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -40324796.000000 Penalty: 6444.204590
	Iteration 11Q: 3 clusters Score -4.03248e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426053 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -40328092.000000 Penalty: 6444.204590
	Iteration 12Q: 3 clusters Score -4.032809e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428681 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -40329860.000000 Penalty: 6444.204590
	Iteration 13Q: 3 clusters Score -4.032986e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430434 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -40330920.000000 Penalty: 6444.204590
	Iteration 14Q: 3 clusters Score -4.033092e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431650 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -40331688.000000 Penalty: 6444.204590
	Iteration 15Q: 3 clusters Score -4.033169e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432543 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -40332080.000000 Penalty: 6444.204590
	Iteration 16Q: 3 clusters Score -4.033208e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433240 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -40332400.000000 Penalty: 6444.204590
	Iteration 17Q: 3 clusters Score -4.03324e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433809 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -40332636.000000 Penalty: 6444.204590
	Iteration 18Q: 3 clusters Score -4.033264e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434268 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -40332920.000000 Penalty: 6444.204590
	Iteration 19Q: 3 clusters Score -4.033292e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434633 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -40333092.000000 Penalty: 6444.204590
	Iteration 20F: 3 clusters Score -4.033309e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434930 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -40333336.000000 Penalty: 6444.204590
	Iteration 21Q: 3 clusters Score -4.033334e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435166 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -40333416.000000 Penalty: 6444.204590
	Iteration 22Q: 3 clusters Score -4.033342e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435354 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -40333376.000000 Penalty: 6444.204590
	Iteration 23Q: 3 clusters Score -4.033338e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435510 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -40333472.000000 Penalty: 6444.204590
	Iteration 24Q: 3 clusters Score -4.033347e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435663 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -40333508.000000 Penalty: 6444.204590
	Iteration 25Q: 3 clusters Score -4.033351e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435784 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -40333572.000000 Penalty: 6444.204590
	Iteration 26Q: 3 clusters Score -4.033357e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435880 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -40333620.000000 Penalty: 6444.204590
	Iteration 27Q: 3 clusters Score -4.033362e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435963 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -40333656.000000 Penalty: 6444.204590
	Iteration 28Q: 3 clusters Score -4.033366e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436058 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -40333676.000000 Penalty: 6444.204590
	Iteration 29Q: 3 clusters Score -4.033368e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436136 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -40333708.000000 Penalty: 6444.204590
	Iteration 30Q: 3 clusters Score -4.033371e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436196 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -40333712.000000 Penalty: 6444.204590
	Iteration 31Q: 3 clusters Score -4.033371e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436250 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -40333748.000000 Penalty: 6444.204590
	Iteration 32Q: 3 clusters Score -4.033375e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436312 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -40333748.000000 Penalty: 6444.204590
	Iteration 33Q: 3 clusters Score -4.033375e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436368 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -40333752.000000 Penalty: 6444.204590
	Iteration 34Q: 3 clusters Score -4.033375e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436413 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -40333708.000000 Penalty: 6444.204590
	Iteration 35Q: 3 clusters Score -4.033371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436446 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -40333724.000000 Penalty: 6444.204590
	Iteration 36Q: 3 clusters Score -4.033372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436470 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -40333740.000000 Penalty: 6444.204590
	Iteration 37Q: 3 clusters Score -4.033374e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436492 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -40333768.000000 Penalty: 6444.204590
	Iteration 38Q: 3 clusters Score -4.033377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436518 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -40333812.000000 Penalty: 6444.204590
	Iteration 39Q: 3 clusters Score -4.033381e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436542 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -40333800.000000 Penalty: 6444.204590
	Iteration 40F: 3 clusters Score -4.03338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436558 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -40333792.000000 Penalty: 6444.204590
	Iteration 41Q: 3 clusters Score -4.033379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436571 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -40333828.000000 Penalty: 6444.204590
	Iteration 42Q: 3 clusters Score -4.033383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436577 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -40333816.000000 Penalty: 6444.204590
	Iteration 43Q: 3 clusters Score -4.033382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436584 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -40333852.000000 Penalty: 6444.204590
	Iteration 44Q: 3 clusters Score -4.033385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436584 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -40333840.000000 Penalty: 6444.204590
	Iteration 45Q: 3 clusters Score -4.033384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436587 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -40333816.000000 Penalty: 6444.204590
	Iteration 46Q: 3 clusters Score -4.033382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436594 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -40333852.000000 Penalty: 6444.204590
	Iteration 47Q: 3 clusters Score -4.033385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436600 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -40333844.000000 Penalty: 6444.204590
	Iteration 48Q: 3 clusters Score -4.033384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436604 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -40333848.000000 Penalty: 6444.204590
	Iteration 49Q: 3 clusters Score -4.033385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436605 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -40333852.000000 Penalty: 6444.204590
	Iteration 50Q: 3 clusters Score -4.033385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436606 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -40333848.000000 Penalty: 6444.204590
	Iteration 51Q: 3 clusters Score -4.033385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436607 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -40333860.000000 Penalty: 6444.204590
	Iteration 52Q: 3 clusters Score -4.033386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436609 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -40333872.000000 Penalty: 6444.204590
	Iteration 53Q: 3 clusters Score -4.033387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436611 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -40333864.000000 Penalty: 6444.204590
	Iteration 54Q: 3 clusters Score -4.033386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436613 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -40333864.000000 Penalty: 6444.204590
	Iteration 55Q: 3 clusters Score -4.033386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436613 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -40333852.000000 Penalty: 6444.204590
	Iteration 56Q: 3 clusters Score -4.033385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436616 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -40333836.000000 Penalty: 6444.204590
	Iteration 57Q: 3 clusters Score -4.033384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436617 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -40333824.000000 Penalty: 6444.204590
	Iteration 58Q: 3 clusters Score -4.033382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436617 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -40333824.000000 Penalty: 6444.204590
	Iteration 59F: 3 clusters Score -4.033382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -665391.250000 Penalty: 2202.970947
	Iteration 0F: 2 clusters Score -665391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -659513.125000 Penalty: 4405.941895
	Iteration 0F: 3 clusters Score -659513.1 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -661023.000000 Penalty: 4405.941895
	Iteration 1F: 3 clusters Score -661023 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -661279.375000 Penalty: 4405.941895
	Iteration 2F: 3 clusters Score -661279.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -661441.312500 Penalty: 4405.941895
	Iteration 3F: 3 clusters Score -661441.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -661539.500000 Penalty: 4405.941895
	Iteration 4Q: 3 clusters Score -661539.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -661600.062500 Penalty: 4405.941895
	Iteration 5Q: 3 clusters Score -661600.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -661653.875000 Penalty: 4405.941895
	Iteration 6Q: 3 clusters Score -661653.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -661708.437500 Penalty: 4405.941895
	Iteration 7Q: 3 clusters Score -661708.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -661748.937500 Penalty: 4405.941895
	Iteration 8Q: 3 clusters Score -661748.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -661797.562500 Penalty: 4405.941895
	Iteration 9Q: 3 clusters Score -661797.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -661844.062500 Penalty: 4405.941895
	Iteration 10Q: 3 clusters Score -661844.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -661887.187500 Penalty: 4405.941895
	Iteration 11Q: 3 clusters Score -661887.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -661951.750000 Penalty: 4405.941895
	Iteration 12Q: 3 clusters Score -661951.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -662018.125000 Penalty: 4405.941895
	Iteration 13Q: 3 clusters Score -662018.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -662078.500000 Penalty: 4405.941895
	Iteration 14Q: 3 clusters Score -662078.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -662145.937500 Penalty: 4405.941895
	Iteration 15Q: 3 clusters Score -662145.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -662216.125000 Penalty: 4405.941895
	Iteration 16Q: 3 clusters Score -662216.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -662293.875000 Penalty: 4405.941895
	Iteration 17Q: 3 clusters Score -662293.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -662371.250000 Penalty: 4405.941895
	Iteration 18Q: 3 clusters Score -662371.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -662442.687500 Penalty: 4405.941895
	Iteration 19Q: 3 clusters Score -662442.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -662526.312500 Penalty: 4405.941895
	Iteration 20F: 3 clusters Score -662526.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -662593.437500 Penalty: 4405.941895
	Iteration 21Q: 3 clusters Score -662593.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -662663.750000 Penalty: 4405.941895
	Iteration 22Q: 3 clusters Score -662663.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -662726.875000 Penalty: 4405.941895
	Iteration 23Q: 3 clusters Score -662726.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -662791.000000 Penalty: 4405.941895
	Iteration 24Q: 3 clusters Score -662791 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -662865.000000 Penalty: 4405.941895
	Iteration 25Q: 3 clusters Score -662865 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -662931.625000 Penalty: 4405.941895
	Iteration 26Q: 3 clusters Score -662931.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -662976.375000 Penalty: 4405.941895
	Iteration 27Q: 3 clusters Score -662976.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -663021.687500 Penalty: 4405.941895
	Iteration 28Q: 3 clusters Score -663021.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -663061.125000 Penalty: 4405.941895
	Iteration 29Q: 3 clusters Score -663061.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -663084.125000 Penalty: 4405.941895
	Iteration 30Q: 3 clusters Score -663084.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -663099.937500 Penalty: 4405.941895
	Iteration 31Q: 3 clusters Score -663099.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -663110.750000 Penalty: 4405.941895
	Iteration 32Q: 3 clusters Score -663110.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -663121.312500 Penalty: 4405.941895
	Iteration 33Q: 3 clusters Score -663121.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -663132.312500 Penalty: 4405.941895
	Iteration 34Q: 3 clusters Score -663132.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -663143.125000 Penalty: 4405.941895
	Iteration 35Q: 3 clusters Score -663143.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -663154.312500 Penalty: 4405.941895
	Iteration 36Q: 3 clusters Score -663154.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -663165.812500 Penalty: 4405.941895
	Iteration 37Q: 3 clusters Score -663165.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -663174.937500 Penalty: 4405.941895
	Iteration 38Q: 3 clusters Score -663174.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -663181.750000 Penalty: 4405.941895
	Iteration 39Q: 3 clusters Score -663181.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -663187.062500 Penalty: 4405.941895
	Iteration 40F: 3 clusters Score -663187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -663191.937500 Penalty: 4405.941895
	Iteration 41Q: 3 clusters Score -663191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -663194.000000 Penalty: 4405.941895
	Iteration 42Q: 3 clusters Score -663194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -663194.687500 Penalty: 4405.941895
	Iteration 43Q: 3 clusters Score -663194.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -663200.062500 Penalty: 4405.941895
	Iteration 44Q: 3 clusters Score -663200.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -663203.625000 Penalty: 4405.941895
	Iteration 45Q: 3 clusters Score -663203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -663203.750000 Penalty: 4405.941895
	Iteration 46Q: 3 clusters Score -663203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -663207.937500 Penalty: 4405.941895
	Iteration 47Q: 3 clusters Score -663207.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -663210.500000 Penalty: 4405.941895
	Iteration 48Q: 3 clusters Score -663210.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -663215.000000 Penalty: 4405.941895
	Iteration 49Q: 3 clusters Score -663215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -663217.875000 Penalty: 4405.941895
	Iteration 50Q: 3 clusters Score -663217.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -663222.750000 Penalty: 4405.941895
	Iteration 51Q: 3 clusters Score -663222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -663227.187500 Penalty: 4405.941895
	Iteration 52Q: 3 clusters Score -663227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -663232.000000 Penalty: 4405.941895
	Iteration 53Q: 3 clusters Score -663232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -663236.437500 Penalty: 4405.941895
	Iteration 54Q: 3 clusters Score -663236.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -663243.000000 Penalty: 4405.941895
	Iteration 55Q: 3 clusters Score -663243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -663245.375000 Penalty: 4405.941895
	Iteration 56Q: 3 clusters Score -663245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -663248.312500 Penalty: 4405.941895
	Iteration 57Q: 3 clusters Score -663248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -663248.500000 Penalty: 4405.941895
	Iteration 58Q: 3 clusters Score -663248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -663250.875000 Penalty: 4405.941895
	Iteration 59Q: 3 clusters Score -663250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -663251.875000 Penalty: 4405.941895
	Iteration 60F: 3 clusters Score -663251.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -663254.250000 Penalty: 4405.941895
	Iteration 61Q: 3 clusters Score -663254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -663254.937500 Penalty: 4405.941895
	Iteration 62Q: 3 clusters Score -663254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -663255.375000 Penalty: 4405.941895
	Iteration 63Q: 3 clusters Score -663255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -663255.625000 Penalty: 4405.941895
	Iteration 64Q: 3 clusters Score -663255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -663257.500000 Penalty: 4405.941895
	Iteration 65Q: 3 clusters Score -663257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -663259.875000 Penalty: 4405.941895
	Iteration 66Q: 3 clusters Score -663259.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -663260.187500 Penalty: 4405.941895
	Iteration 67Q: 3 clusters Score -663260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -663261.937500 Penalty: 4405.941895
	Iteration 68Q: 3 clusters Score -663261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -663261.375000 Penalty: 4405.941895
	Iteration 69Q: 3 clusters Score -663261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -663260.187500 Penalty: 4405.941895
	Iteration 70Q: 3 clusters Score -663260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -663260.187500 Penalty: 4405.941895
	Iteration 71F: 3 clusters Score -663260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Entering Unmasked Estep 
Score: -1356820.875000 Penalty: 2402.101074
	Iteration 0F: 2 clusters Score -1356821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1345325.625000 Penalty: 4804.202148
	Iteration 0F: 3 clusters Score -1345326 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1348952.125000 Penalty: 4804.202148
	Iteration 1F: 3 clusters Score -1348952 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1349329.250000 Penalty: 4804.202148
	Iteration 2F: 3 clusters Score -1349329 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1349672.875000 Penalty: 4804.202148
	Iteration 3Q: 3 clusters Score -1349673 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1349975.625000 Penalty: 4804.202148
	Iteration 4Q: 3 clusters Score -1349976 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1350244.625000 Penalty: 4804.202148
	Iteration 5Q: 3 clusters Score -1350245 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1350477.750000 Penalty: 4804.202148
	Iteration 6Q: 3 clusters Score -1350478 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1350688.750000 Penalty: 4804.202148
	Iteration 7Q: 3 clusters Score -1350689 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1350879.875000 Penalty: 4804.202148
	Iteration 8Q: 3 clusters Score -1350880 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1351082.625000 Penalty: 4804.202148
	Iteration 9Q: 3 clusters Score -1351083 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1351286.125000 Penalty: 4804.202148
	Iteration 10Q: 3 clusters Score -1351286 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1351481.000000 Penalty: 4804.202148
	Iteration 11Q: 3 clusters Score -1351481 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1351705.375000 Penalty: 4804.202148
	Iteration 12Q: 3 clusters Score -1351705 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1351988.000000 Penalty: 4804.202148
	Iteration 13Q: 3 clusters Score -1351988 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1352299.125000 Penalty: 4804.202148
	Iteration 14Q: 3 clusters Score -1352299 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1352604.625000 Penalty: 4804.202148
	Iteration 15Q: 3 clusters Score -1352605 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1352914.375000 Penalty: 4804.202148
	Iteration 16Q: 3 clusters Score -1352914 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1353198.375000 Penalty: 4804.202148
	Iteration 17Q: 3 clusters Score -1353198 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1353481.500000 Penalty: 4804.202148
	Iteration 18Q: 3 clusters Score -1353482 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1353739.625000 Penalty: 4804.202148
	Iteration 19Q: 3 clusters Score -1353740 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1353975.000000 Penalty: 4804.202148
	Iteration 20F: 3 clusters Score -1353975 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1354201.250000 Penalty: 4804.202148
	Iteration 21Q: 3 clusters Score -1354201 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1354451.250000 Penalty: 4804.202148
	Iteration 22Q: 3 clusters Score -1354451 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1354727.000000 Penalty: 4804.202148
	Iteration 23Q: 3 clusters Score -1354727 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1355020.875000 Penalty: 4804.202148
	Iteration 24Q: 3 clusters Score -1355021 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1355327.625000 Penalty: 4804.202148
	Iteration 25Q: 3 clusters Score -1355328 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1355543.125000 Penalty: 4804.202148
	Iteration 26Q: 3 clusters Score -1355543 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1355659.875000 Penalty: 4804.202148
	Iteration 27Q: 3 clusters Score -1355660 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1355725.250000 Penalty: 4804.202148
	Iteration 28Q: 3 clusters Score -1355725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1355764.625000 Penalty: 4804.202148
	Iteration 29Q: 3 clusters Score -1355765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1355781.250000 Penalty: 4804.202148
	Iteration 30Q: 3 clusters Score -1355781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1355786.625000 Penalty: 4804.202148
	Iteration 31Q: 3 clusters Score -1355787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1355790.375000 Penalty: 4804.202148
	Iteration 32Q: 3 clusters Score -1355790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1355793.250000 Penalty: 4804.202148
	Iteration 33Q: 3 clusters Score -1355793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1355794.875000 Penalty: 4804.202148
	Iteration 34Q: 3 clusters Score -1355795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1355802.250000 Penalty: 4804.202148
	Iteration 35Q: 3 clusters Score -1355802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1355800.875000 Penalty: 4804.202148
	Iteration 36Q: 3 clusters Score -1355801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1355800.500000 Penalty: 4804.202148
	Iteration 37Q: 3 clusters Score -1355800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1355801.375000 Penalty: 4804.202148
	Iteration 38Q: 3 clusters Score -1355801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1355802.625000 Penalty: 4804.202148
	Iteration 39Q: 3 clusters Score -1355803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1355805.250000 Penalty: 4804.202148
	Iteration 40F: 3 clusters Score -1355805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1355802.375000 Penalty: 4804.202148
	Iteration 41Q: 3 clusters Score -1355802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1355803.250000 Penalty: 4804.202148
	Iteration 42Q: 3 clusters Score -1355803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1355803.250000 Penalty: 4804.202148
	Iteration 43F: 3 clusters Score -1355803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Entering Unmasked Estep 
Score: -1413418.375000 Penalty: 2403.852051
	Iteration 0F: 2 clusters Score -1413418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1401820.625000 Penalty: 4807.704102
	Iteration 0F: 3 clusters Score -1401821 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1405534.625000 Penalty: 4807.704102
	Iteration 1F: 3 clusters Score -1405535 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1405907.750000 Penalty: 4807.704102
	Iteration 2F: 3 clusters Score -1405908 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1406227.625000 Penalty: 4807.704102
	Iteration 3Q: 3 clusters Score -1406228 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1406521.250000 Penalty: 4807.704102
	Iteration 4Q: 3 clusters Score -1406521 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1406818.750000 Penalty: 4807.704102
	Iteration 5Q: 3 clusters Score -1406819 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1407112.500000 Penalty: 4807.704102
	Iteration 6Q: 3 clusters Score -1407112 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1407390.625000 Penalty: 4807.704102
	Iteration 7Q: 3 clusters Score -1407391 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1407664.750000 Penalty: 4807.704102
	Iteration 8Q: 3 clusters Score -1407665 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1407972.000000 Penalty: 4807.704102
	Iteration 9Q: 3 clusters Score -1407972 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1408298.500000 Penalty: 4807.704102
	Iteration 10Q: 3 clusters Score -1408298 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1408647.250000 Penalty: 4807.704102
	Iteration 11Q: 3 clusters Score -1408647 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1408994.750000 Penalty: 4807.704102
	Iteration 12Q: 3 clusters Score -1408995 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1409322.750000 Penalty: 4807.704102
	Iteration 13Q: 3 clusters Score -1409323 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1409601.625000 Penalty: 4807.704102
	Iteration 14Q: 3 clusters Score -1409602 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1409857.250000 Penalty: 4807.704102
	Iteration 15Q: 3 clusters Score -1409857 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1410096.500000 Penalty: 4807.704102
	Iteration 16Q: 3 clusters Score -1410096 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1410292.500000 Penalty: 4807.704102
	Iteration 17Q: 3 clusters Score -1410292 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1410452.000000 Penalty: 4807.704102
	Iteration 18Q: 3 clusters Score -1410452 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1410575.625000 Penalty: 4807.704102
	Iteration 19Q: 3 clusters Score -1410576 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1410671.625000 Penalty: 4807.704102
	Iteration 20F: 3 clusters Score -1410672 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1410747.375000 Penalty: 4807.704102
	Iteration 21Q: 3 clusters Score -1410747 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1410807.125000 Penalty: 4807.704102
	Iteration 22Q: 3 clusters Score -1410807 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1410848.375000 Penalty: 4807.704102
	Iteration 23Q: 3 clusters Score -1410848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1410877.000000 Penalty: 4807.704102
	Iteration 24Q: 3 clusters Score -1410877 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1410896.750000 Penalty: 4807.704102
	Iteration 25Q: 3 clusters Score -1410897 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1410909.125000 Penalty: 4807.704102
	Iteration 26Q: 3 clusters Score -1410909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1410928.000000 Penalty: 4807.704102
	Iteration 27Q: 3 clusters Score -1410928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1410933.500000 Penalty: 4807.704102
	Iteration 28Q: 3 clusters Score -1410934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1410943.125000 Penalty: 4807.704102
	Iteration 29Q: 3 clusters Score -1410943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1410945.000000 Penalty: 4807.704102
	Iteration 30Q: 3 clusters Score -1410945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1410944.875000 Penalty: 4807.704102
	Iteration 31Q: 3 clusters Score -1410945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1410947.875000 Penalty: 4807.704102
	Iteration 32Q: 3 clusters Score -1410948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1410952.000000 Penalty: 4807.704102
	Iteration 33Q: 3 clusters Score -1410952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1410953.250000 Penalty: 4807.704102
	Iteration 34Q: 3 clusters Score -1410953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1410950.625000 Penalty: 4807.704102
	Iteration 35Q: 3 clusters Score -1410951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1410951.250000 Penalty: 4807.704102
	Iteration 36Q: 3 clusters Score -1410951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1410950.500000 Penalty: 4807.704102
	Iteration 37Q: 3 clusters Score -1410950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1410954.500000 Penalty: 4807.704102
	Iteration 38Q: 3 clusters Score -1410954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1410953.125000 Penalty: 4807.704102
	Iteration 39Q: 3 clusters Score -1410953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1410957.625000 Penalty: 4807.704102
	Iteration 40F: 3 clusters Score -1410958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1410959.000000 Penalty: 4807.704102
	Iteration 41Q: 3 clusters Score -1410959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1410957.000000 Penalty: 4807.704102
	Iteration 42Q: 3 clusters Score -1410957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1410958.750000 Penalty: 4807.704102
	Iteration 43Q: 3 clusters Score -1410959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1410957.375000 Penalty: 4807.704102
	Iteration 44Q: 3 clusters Score -1410957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1410959.125000 Penalty: 4807.704102
	Iteration 45Q: 3 clusters Score -1410959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1410959.125000 Penalty: 4807.704102
	Iteration 46F: 3 clusters Score -1410959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -398607.562500 Penalty: 2088.820312
	Iteration 0F: 2 clusters Score -398607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -394364.000000 Penalty: 4177.640625
	Iteration 0F: 3 clusters Score -394364 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -395359.625000 Penalty: 4177.640625
	Iteration 1F: 3 clusters Score -395359.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -395568.187500 Penalty: 4177.640625
	Iteration 2F: 3 clusters Score -395568.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -395708.781250 Penalty: 4177.640625
	Iteration 3F: 3 clusters Score -395708.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -395808.812500 Penalty: 4177.640625
	Iteration 4Q: 3 clusters Score -395808.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -395872.250000 Penalty: 4177.640625
	Iteration 5Q: 3 clusters Score -395872.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -395927.187500 Penalty: 4177.640625
	Iteration 6Q: 3 clusters Score -395927.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395979.406250 Penalty: 4177.640625
	Iteration 7Q: 3 clusters Score -395979.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -396019.843750 Penalty: 4177.640625
	Iteration 8Q: 3 clusters Score -396019.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -396060.937500 Penalty: 4177.640625
	Iteration 9Q: 3 clusters Score -396060.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -396098.406250 Penalty: 4177.640625
	Iteration 10Q: 3 clusters Score -396098.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -396140.062500 Penalty: 4177.640625
	Iteration 11Q: 3 clusters Score -396140.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -396176.906250 Penalty: 4177.640625
	Iteration 12Q: 3 clusters Score -396176.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -396223.312500 Penalty: 4177.640625
	Iteration 13Q: 3 clusters Score -396223.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -396279.312500 Penalty: 4177.640625
	Iteration 14Q: 3 clusters Score -396279.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -396342.875000 Penalty: 4177.640625
	Iteration 15Q: 3 clusters Score -396342.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -396413.968750 Penalty: 4177.640625
	Iteration 16Q: 3 clusters Score -396414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -396492.812500 Penalty: 4177.640625
	Iteration 17Q: 3 clusters Score -396492.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -396552.625000 Penalty: 4177.640625
	Iteration 18Q: 3 clusters Score -396552.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -396601.750000 Penalty: 4177.640625
	Iteration 19Q: 3 clusters Score -396601.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -396647.281250 Penalty: 4177.640625
	Iteration 20F: 3 clusters Score -396647.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -396687.875000 Penalty: 4177.640625
	Iteration 21Q: 3 clusters Score -396687.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -396721.093750 Penalty: 4177.640625
	Iteration 22Q: 3 clusters Score -396721.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -396749.000000 Penalty: 4177.640625
	Iteration 23Q: 3 clusters Score -396749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -396771.531250 Penalty: 4177.640625
	Iteration 24Q: 3 clusters Score -396771.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -396782.468750 Penalty: 4177.640625
	Iteration 25Q: 3 clusters Score -396782.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -396788.531250 Penalty: 4177.640625
	Iteration 26Q: 3 clusters Score -396788.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -396796.656250 Penalty: 4177.640625
	Iteration 27Q: 3 clusters Score -396796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -396798.093750 Penalty: 4177.640625
	Iteration 28Q: 3 clusters Score -396798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -396800.125000 Penalty: 4177.640625
	Iteration 29Q: 3 clusters Score -396800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -396804.406250 Penalty: 4177.640625
	Iteration 30Q: 3 clusters Score -396804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -396806.968750 Penalty: 4177.640625
	Iteration 31Q: 3 clusters Score -396807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -396811.562500 Penalty: 4177.640625
	Iteration 32Q: 3 clusters Score -396811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -396813.562500 Penalty: 4177.640625
	Iteration 33Q: 3 clusters Score -396813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -396815.062500 Penalty: 4177.640625
	Iteration 34Q: 3 clusters Score -396815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -396816.312500 Penalty: 4177.640625
	Iteration 35Q: 3 clusters Score -396816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -396816.312500 Penalty: 4177.640625
	Iteration 36F: 3 clusters Score -396816.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (157533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Entering Unmasked Estep 
Score: -14086846.000000 Penalty: 2967.912842
	Iteration 0F: 2 clusters Score -1.408685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -13981406.000000 Penalty: 5935.825684
	Iteration 0F: 3 clusters Score -1.398141e+07 nChanged 75217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -14025571.000000 Penalty: 5935.825684
	Iteration 1F: 3 clusters Score -1.402557e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -14026804.000000 Penalty: 5935.825684
	Iteration 2Q: 3 clusters Score -1.40268e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -14028283.000000 Penalty: 5935.825684
	Iteration 3Q: 3 clusters Score -1.402828e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -14030074.000000 Penalty: 5935.825684
	Iteration 4Q: 3 clusters Score -1.403007e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -14032508.000000 Penalty: 5935.825684
	Iteration 5Q: 3 clusters Score -1.403251e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -14035650.000000 Penalty: 5935.825684
	Iteration 6Q: 3 clusters Score -1.403565e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -14039926.000000 Penalty: 5935.825684
	Iteration 7F: 3 clusters Score -1.403993e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -14044595.000000 Penalty: 5935.825684
	Iteration 8F: 3 clusters Score -1.40446e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -14049517.000000 Penalty: 5935.825684
	Iteration 9F: 3 clusters Score -1.404952e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -14054162.000000 Penalty: 5935.825684
	Iteration 10F: 3 clusters Score -1.405416e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -14057564.000000 Penalty: 5935.825684
	Iteration 11Q: 3 clusters Score -1.405756e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -14060201.000000 Penalty: 5935.825684
	Iteration 12Q: 3 clusters Score -1.40602e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 107050 members 
Entering Unmasked Estep 
Score: -14062131.000000 Penalty: 5935.825684
	Iteration 13Q: 3 clusters Score -1.406213e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -14063588.000000 Penalty: 5935.825684
	Iteration 14Q: 3 clusters Score -1.406359e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -14064845.000000 Penalty: 5935.825684
	Iteration 15Q: 3 clusters Score -1.406484e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -14065936.000000 Penalty: 5935.825684
	Iteration 16Q: 3 clusters Score -1.406594e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -14066948.000000 Penalty: 5935.825684
	Iteration 17Q: 3 clusters Score -1.406695e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -14068168.000000 Penalty: 5935.825684
	Iteration 18Q: 3 clusters Score -1.406817e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 125309 members 
Entering Unmasked Estep 
Score: -14069429.000000 Penalty: 5935.825684
	Iteration 19Q: 3 clusters Score -1.406943e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -14070801.000000 Penalty: 5935.825684
	Iteration 20F: 3 clusters Score -1.40708e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -14072288.000000 Penalty: 5935.825684
	Iteration 21Q: 3 clusters Score -1.407229e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 135167 members 
Entering Unmasked Estep 
Score: -14073753.000000 Penalty: 5935.825684
	Iteration 22Q: 3 clusters Score -1.407375e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 138228 members 
Entering Unmasked Estep 
Score: -14075184.000000 Penalty: 5935.825684
	Iteration 23Q: 3 clusters Score -1.407518e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -14076712.000000 Penalty: 5935.825684
	Iteration 24Q: 3 clusters Score -1.407671e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 143684 members 
Entering Unmasked Estep 
Score: -14078049.000000 Penalty: 5935.825684
	Iteration 25Q: 3 clusters Score -1.407805e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -14079292.000000 Penalty: 5935.825684
	Iteration 26Q: 3 clusters Score -1.407929e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 148126 members 
Entering Unmasked Estep 
Score: -14080302.000000 Penalty: 5935.825684
	Iteration 27Q: 3 clusters Score -1.40803e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 149797 members 
Entering Unmasked Estep 
Score: -14081190.000000 Penalty: 5935.825684
	Iteration 28Q: 3 clusters Score -1.408119e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 151194 members 
Entering Unmasked Estep 
Score: -14081973.000000 Penalty: 5935.825684
	Iteration 29Q: 3 clusters Score -1.408197e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 152376 members 
Entering Unmasked Estep 
Score: -14082541.000000 Penalty: 5935.825684
	Iteration 30Q: 3 clusters Score -1.408254e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 153258 members 
Entering Unmasked Estep 
Score: -14083072.000000 Penalty: 5935.825684
	Iteration 31Q: 3 clusters Score -1.408307e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 153930 members 
Entering Unmasked Estep 
Score: -14083357.000000 Penalty: 5935.825684
	Iteration 32Q: 3 clusters Score -1.408336e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 154433 members 
Entering Unmasked Estep 
Score: -14083564.000000 Penalty: 5935.825684
	Iteration 33Q: 3 clusters Score -1.408356e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 154832 members 
Entering Unmasked Estep 
Score: -14083720.000000 Penalty: 5935.825684
	Iteration 34Q: 3 clusters Score -1.408372e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -14083880.000000 Penalty: 5935.825684
	Iteration 35Q: 3 clusters Score -1.408388e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 155410 members 
Entering Unmasked Estep 
Score: -14084020.000000 Penalty: 5935.825684
	Iteration 36Q: 3 clusters Score -1.408402e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 155612 members 
Entering Unmasked Estep 
Score: -14084132.000000 Penalty: 5935.825684
	Iteration 37Q: 3 clusters Score -1.408413e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 155759 members 
Entering Unmasked Estep 
Score: -14084181.000000 Penalty: 5935.825684
	Iteration 38Q: 3 clusters Score -1.408418e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 155892 members 
Entering Unmasked Estep 
Score: -14084247.000000 Penalty: 5935.825684
	Iteration 39Q: 3 clusters Score -1.408425e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -14084286.000000 Penalty: 5935.825684
	Iteration 40F: 3 clusters Score -1.408429e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 156063 members 
Entering Unmasked Estep 
Score: -14084320.000000 Penalty: 5935.825684
	Iteration 41Q: 3 clusters Score -1.408432e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 156128 members 
Entering Unmasked Estep 
Score: -14084308.000000 Penalty: 5935.825684
	Iteration 42Q: 3 clusters Score -1.408431e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 156189 members 
Entering Unmasked Estep 
Score: -14084346.000000 Penalty: 5935.825684
	Iteration 43Q: 3 clusters Score -1.408435e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 156231 members 
Entering Unmasked Estep 
Score: -14084392.000000 Penalty: 5935.825684
	Iteration 44Q: 3 clusters Score -1.408439e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -14084386.000000 Penalty: 5935.825684
	Iteration 45Q: 3 clusters Score -1.408439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 156286 members 
Entering Unmasked Estep 
Score: -14084409.000000 Penalty: 5935.825684
	Iteration 46Q: 3 clusters Score -1.408441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 156306 members 
Entering Unmasked Estep 
Score: -14084416.000000 Penalty: 5935.825684
	Iteration 47Q: 3 clusters Score -1.408442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -14084418.000000 Penalty: 5935.825684
	Iteration 48Q: 3 clusters Score -1.408442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -14084414.000000 Penalty: 5935.825684
	Iteration 49Q: 3 clusters Score -1.408441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -14084417.000000 Penalty: 5935.825684
	Iteration 50Q: 3 clusters Score -1.408442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -14084426.000000 Penalty: 5935.825684
	Iteration 51Q: 3 clusters Score -1.408443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 156392 members 
Entering Unmasked Estep 
Score: -14084427.000000 Penalty: 5935.825684
	Iteration 52Q: 3 clusters Score -1.408443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -14084428.000000 Penalty: 5935.825684
	Iteration 53Q: 3 clusters Score -1.408443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -14084427.000000 Penalty: 5935.825684
	Iteration 54Q: 3 clusters Score -1.408443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -14084434.000000 Penalty: 5935.825684
	Iteration 55Q: 3 clusters Score -1.408443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -14084425.000000 Penalty: 5935.825684
	Iteration 56Q: 3 clusters Score -1.408442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -14084439.000000 Penalty: 5935.825684
	Iteration 57Q: 3 clusters Score -1.408444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 156445 members 
Entering Unmasked Estep 
Score: -14084441.000000 Penalty: 5935.825684
	Iteration 58Q: 3 clusters Score -1.408444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -14084424.000000 Penalty: 5935.825684
	Iteration 59Q: 3 clusters Score -1.408442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 156451 members 
Entering Unmasked Estep 
Score: -14084430.000000 Penalty: 5935.825684
	Iteration 60F: 3 clusters Score -1.408443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -14084430.000000 Penalty: 5935.825684
	Iteration 61Q: 3 clusters Score -1.408443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -14084430.000000 Penalty: 5935.825684
	Iteration 62F: 3 clusters Score -1.408443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (118100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118100 members 
Entering Unmasked Estep 
Score: -10844397.000000 Penalty: 2896.463135
	Iteration 0F: 2 clusters Score -1.08444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -10765100.000000 Penalty: 5792.926270
	Iteration 0F: 3 clusters Score -1.07651e+07 nChanged 56243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -10797661.000000 Penalty: 5792.926270
	Iteration 1F: 3 clusters Score -1.079766e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -10798399.000000 Penalty: 5792.926270
	Iteration 2Q: 3 clusters Score -1.07984e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -10799052.000000 Penalty: 5792.926270
	Iteration 3Q: 3 clusters Score -1.079905e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -10799721.000000 Penalty: 5792.926270
	Iteration 4Q: 3 clusters Score -1.079972e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -10800441.000000 Penalty: 5792.926270
	Iteration 5Q: 3 clusters Score -1.080044e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -10801223.000000 Penalty: 5792.926270
	Iteration 6Q: 3 clusters Score -1.080122e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -10802280.000000 Penalty: 5792.926270
	Iteration 7Q: 3 clusters Score -1.080228e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -10803700.000000 Penalty: 5792.926270
	Iteration 8Q: 3 clusters Score -1.08037e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -10805933.000000 Penalty: 5792.926270
	Iteration 9Q: 3 clusters Score -1.080593e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -10809552.000000 Penalty: 5792.926270
	Iteration 10F: 3 clusters Score -1.080955e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -10815035.000000 Penalty: 5792.926270
	Iteration 11F: 3 clusters Score -1.081504e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -10822147.000000 Penalty: 5792.926270
	Iteration 12F: 3 clusters Score -1.082215e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -10829936.000000 Penalty: 5792.926270
	Iteration 13F: 3 clusters Score -1.082994e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -10835980.000000 Penalty: 5792.926270
	Iteration 14F: 3 clusters Score -1.083598e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113959 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -10839185.000000 Penalty: 5792.926270
	Iteration 15Q: 3 clusters Score -1.083918e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -10840754.000000 Penalty: 5792.926270
	Iteration 16Q: 3 clusters Score -1.084075e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10841446.000000 Penalty: 5792.926270
	Iteration 17Q: 3 clusters Score -1.084145e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10841743.000000 Penalty: 5792.926270
	Iteration 18Q: 3 clusters Score -1.084174e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10841913.000000 Penalty: 5792.926270
	Iteration 19Q: 3 clusters Score -1.084191e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10842032.000000 Penalty: 5792.926270
	Iteration 20F: 3 clusters Score -1.084203e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -10842081.000000 Penalty: 5792.926270
	Iteration 21Q: 3 clusters Score -1.084208e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116865 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10842128.000000 Penalty: 5792.926270
	Iteration 22Q: 3 clusters Score -1.084213e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116880 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10842153.000000 Penalty: 5792.926270
	Iteration 23Q: 3 clusters Score -1.084215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116896 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -10842144.000000 Penalty: 5792.926270
	Iteration 24Q: 3 clusters Score -1.084214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116914 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10842175.000000 Penalty: 5792.926270
	Iteration 25Q: 3 clusters Score -1.084218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10842179.000000 Penalty: 5792.926270
	Iteration 26Q: 3 clusters Score -1.084218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116941 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10842190.000000 Penalty: 5792.926270
	Iteration 27Q: 3 clusters Score -1.084219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116956 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10842197.000000 Penalty: 5792.926270
	Iteration 28Q: 3 clusters Score -1.08422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10842203.000000 Penalty: 5792.926270
	Iteration 29Q: 3 clusters Score -1.08422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10842215.000000 Penalty: 5792.926270
	Iteration 30Q: 3 clusters Score -1.084222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116978 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10842222.000000 Penalty: 5792.926270
	Iteration 31Q: 3 clusters Score -1.084222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10842221.000000 Penalty: 5792.926270
	Iteration 32Q: 3 clusters Score -1.084222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10842227.000000 Penalty: 5792.926270
	Iteration 33Q: 3 clusters Score -1.084223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116989 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10842223.000000 Penalty: 5792.926270
	Iteration 34Q: 3 clusters Score -1.084222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116993 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10842224.000000 Penalty: 5792.926270
	Iteration 35Q: 3 clusters Score -1.084222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116993 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10842231.000000 Penalty: 5792.926270
	Iteration 36Q: 3 clusters Score -1.084223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116992 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10842227.000000 Penalty: 5792.926270
	Iteration 37Q: 3 clusters Score -1.084223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116993 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10842220.000000 Penalty: 5792.926270
	Iteration 38Q: 3 clusters Score -1.084222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10842228.000000 Penalty: 5792.926270
	Iteration 39Q: 3 clusters Score -1.084223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10842235.000000 Penalty: 5792.926270
	Iteration 40F: 3 clusters Score -1.084224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10842236.000000 Penalty: 5792.926270
	Iteration 41Q: 3 clusters Score -1.084224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10842238.000000 Penalty: 5792.926270
	Iteration 42Q: 3 clusters Score -1.084224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10842230.000000 Penalty: 5792.926270
	Iteration 43Q: 3 clusters Score -1.084223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117029 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10842242.000000 Penalty: 5792.926270
	Iteration 44Q: 3 clusters Score -1.084224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10842244.000000 Penalty: 5792.926270
	Iteration 45Q: 3 clusters Score -1.084224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117045 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10842259.000000 Penalty: 5792.926270
	Iteration 46Q: 3 clusters Score -1.084226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117044 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10842258.000000 Penalty: 5792.926270
	Iteration 47Q: 3 clusters Score -1.084226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10842260.000000 Penalty: 5792.926270
	Iteration 48Q: 3 clusters Score -1.084226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10842264.000000 Penalty: 5792.926270
	Iteration 49Q: 3 clusters Score -1.084226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117047 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10842265.000000 Penalty: 5792.926270
	Iteration 50Q: 3 clusters Score -1.084226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10842262.000000 Penalty: 5792.926270
	Iteration 51Q: 3 clusters Score -1.084226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117047 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10842269.000000 Penalty: 5792.926270
	Iteration 52Q: 3 clusters Score -1.084227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117047 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10842269.000000 Penalty: 5792.926270
	Iteration 53F: 3 clusters Score -1.084227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 20320 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 23604 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 439041 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16089 members 
Mstep: Class 19 contains 16203 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 157533 members 
Mstep: Class 22 contains 118100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93607120.000000 Penalty: 92847.609375
Iteration 79Q: 28 clusters Score -9.360712e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 6664 members 
Mstep: Class 5 contains 5144 members 
Mstep: Class 6 contains 5080 members 
Mstep: Class 7 contains 38824 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 683 members 
Mstep: Class 10 contains 5907 members 
Mstep: Class 11 contains 21244 members 
Mstep: Class 12 contains 1009 members 
Mstep: Class 13 contains 1687 members 
Mstep: Class 14 contains 23790 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 439120 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 16282 members 
Mstep: Class 19 contains 16517 members 
Mstep: Class 20 contains 4598 members 
Mstep: Class 21 contains 159923 members 
Mstep: Class 22 contains 119297 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 152579 members 
Mstep: Class 26 contains 207 members 
Mstep: Class 27 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93610600.000000 Penalty: 92847.609375
Iteration 80F: 28 clusters Score -9.36106e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 6625 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 38758 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 694 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 22045 members 
Mstep: Class 12 contains 1009 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 23817 members 
Mstep: Class 15 contains 12193 members 
Mstep: Class 16 contains 438985 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 16301 members 
Mstep: Class 19 contains 16506 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 160911 members 
Mstep: Class 22 contains 118923 members 
Mstep: Class 23 contains 1389 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 151218 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611640.000000 Penalty: 92847.609375
Iteration 81Q: 28 clusters Score -9.361164e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1593 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 6532 members 
Mstep: Class 5 contains 5184 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 38706 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 1694 members 
Mstep: Class 14 contains 23850 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 438836 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 16328 members 
Mstep: Class 19 contains 16489 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 161728 members 
Mstep: Class 22 contains 118656 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 149866 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612280.000000 Penalty: 92847.609375
Iteration 82Q: 28 clusters Score -9.361228e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1575 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 5032 members 
Mstep: Class 7 contains 38641 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 725 members 
Mstep: Class 10 contains 5978 members 
Mstep: Class 11 contains 23699 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 23890 members 
Mstep: Class 15 contains 12359 members 
Mstep: Class 16 contains 438727 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 16482 members 
Mstep: Class 20 contains 4628 members 
Mstep: Class 21 contains 162372 members 
Mstep: Class 22 contains 118392 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 148750 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612672.000000 Penalty: 92847.609375
Iteration 83Q: 28 clusters Score -9.361267e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 5018 members 
Mstep: Class 7 contains 38589 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 24434 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 23923 members 
Mstep: Class 15 contains 12444 members 
Mstep: Class 16 contains 438675 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 16341 members 
Mstep: Class 19 contains 16449 members 
Mstep: Class 20 contains 4636 members 
Mstep: Class 21 contains 162913 members 
Mstep: Class 22 contains 118162 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 147718 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612888.000000 Penalty: 92847.609375
Iteration 84Q: 28 clusters Score -9.361289e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 6258 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 5019 members 
Mstep: Class 7 contains 38535 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 25080 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 23967 members 
Mstep: Class 15 contains 12533 members 
Mstep: Class 16 contains 438618 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 16404 members 
Mstep: Class 20 contains 4645 members 
Mstep: Class 21 contains 163354 members 
Mstep: Class 22 contains 117947 members 
Mstep: Class 23 contains 1398 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 146833 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613216.000000 Penalty: 92847.609375
Iteration 85Q: 28 clusters Score -9.361322e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1467 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 6195 members 
Mstep: Class 5 contains 5272 members 
Mstep: Class 6 contains 5015 members 
Mstep: Class 7 contains 38502 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 811 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 25634 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24006 members 
Mstep: Class 15 contains 12611 members 
Mstep: Class 16 contains 438561 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 16373 members 
Mstep: Class 19 contains 16355 members 
Mstep: Class 20 contains 4654 members 
Mstep: Class 21 contains 163733 members 
Mstep: Class 22 contains 117715 members 
Mstep: Class 23 contains 1408 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 146112 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613704.000000 Penalty: 92847.609375
Iteration 86Q: 28 clusters Score -9.36137e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 6563 members 
Mstep: Class 4 contains 6142 members 
Mstep: Class 5 contains 5286 members 
Mstep: Class 6 contains 5009 members 
Mstep: Class 7 contains 38469 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 6074 members 
Mstep: Class 11 contains 26122 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24047 members 
Mstep: Class 15 contains 12685 members 
Mstep: Class 16 contains 438534 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 16394 members 
Mstep: Class 19 contains 16294 members 
Mstep: Class 20 contains 4659 members 
Mstep: Class 21 contains 164034 members 
Mstep: Class 22 contains 117519 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 145483 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614360.000000 Penalty: 92847.609375
Iteration 87Q: 28 clusters Score -9.361436e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 6087 members 
Mstep: Class 5 contains 5303 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 7 contains 38433 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 6105 members 
Mstep: Class 11 contains 26586 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24079 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 438507 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 16431 members 
Mstep: Class 19 contains 16236 members 
Mstep: Class 20 contains 4668 members 
Mstep: Class 21 contains 164255 members 
Mstep: Class 22 contains 117297 members 
Mstep: Class 23 contains 1427 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 144969 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614920.000000 Penalty: 92847.609375
Iteration 88Q: 28 clusters Score -9.361492e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 6040 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 7 contains 38399 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 6134 members 
Mstep: Class 11 contains 27032 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24109 members 
Mstep: Class 15 contains 12793 members 
Mstep: Class 16 contains 438496 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 16450 members 
Mstep: Class 19 contains 16200 members 
Mstep: Class 20 contains 4676 members 
Mstep: Class 21 contains 164443 members 
Mstep: Class 22 contains 117093 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 144494 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615344.000000 Penalty: 92847.609375
Iteration 89Q: 28 clusters Score -9.361534e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 4981 members 
Mstep: Class 7 contains 38363 members 
Mstep: Class 8 contains 3273 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 27439 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24131 members 
Mstep: Class 15 contains 12848 members 
Mstep: Class 16 contains 438480 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 16155 members 
Mstep: Class 20 contains 4683 members 
Mstep: Class 21 contains 164645 members 
Mstep: Class 22 contains 116934 members 
Mstep: Class 23 contains 1450 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 144025 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615576.000000 Penalty: 92847.609375
Iteration 90Q: 28 clusters Score -9.361558e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1300 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 5955 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 4969 members 
Mstep: Class 7 contains 38325 members 
Mstep: Class 8 contains 3306 members 
Mstep: Class 9 contains 910 members 
Mstep: Class 10 contains 6196 members 
Mstep: Class 11 contains 27784 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24146 members 
Mstep: Class 15 contains 12886 members 
Mstep: Class 16 contains 438472 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 16465 members 
Mstep: Class 19 contains 16099 members 
Mstep: Class 20 contains 4691 members 
Mstep: Class 21 contains 164837 members 
Mstep: Class 22 contains 116806 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 361 members 
Mstep: Class 25 contains 143617 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615928.000000 Penalty: 92847.609375
Iteration 91Q: 28 clusters Score -9.361593e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 5912 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 38284 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 28117 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24155 members 
Mstep: Class 15 contains 12923 members 
Mstep: Class 16 contains 438456 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 16475 members 
Mstep: Class 19 contains 16047 members 
Mstep: Class 20 contains 4699 members 
Mstep: Class 21 contains 164984 members 
Mstep: Class 22 contains 116719 members 
Mstep: Class 23 contains 1484 members 
Mstep: Class 24 contains 361 members 
Mstep: Class 25 contains 143242 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615960.000000 Penalty: 92847.609375
Iteration 92Q: 28 clusters Score -9.361596e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1281 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 5872 members 
Mstep: Class 5 contains 5359 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 38233 members 
Mstep: Class 8 contains 3359 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 6259 members 
Mstep: Class 11 contains 28435 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24162 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 438461 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 16010 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 165103 members 
Mstep: Class 22 contains 116636 members 
Mstep: Class 23 contains 1496 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 142910 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616000.000000 Penalty: 92847.609375
Iteration 93Q: 28 clusters Score -9.3616e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1272 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 5368 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 38200 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 28719 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24175 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 438471 members 
Mstep: Class 17 contains 7271 members 
Mstep: Class 18 contains 16498 members 
Mstep: Class 19 contains 15974 members 
Mstep: Class 20 contains 4704 members 
Mstep: Class 21 contains 165212 members 
Mstep: Class 22 contains 116584 members 
Mstep: Class 23 contains 1509 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 142555 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616080.000000 Penalty: 92847.609375
Iteration 94Q: 28 clusters Score -9.361608e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 4913 members 
Mstep: Class 7 contains 38172 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 29007 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24185 members 
Mstep: Class 15 contains 13032 members 
Mstep: Class 16 contains 438478 members 
Mstep: Class 17 contains 7274 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 15946 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 165280 members 
Mstep: Class 22 contains 116544 members 
Mstep: Class 23 contains 1513 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 142229 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616120.000000 Penalty: 92847.609375
Iteration 95Q: 28 clusters Score -9.361612e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 5386 members 
Mstep: Class 6 contains 4901 members 
Mstep: Class 7 contains 38150 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 29297 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24192 members 
Mstep: Class 15 contains 13074 members 
Mstep: Class 16 contains 438486 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 15909 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 165343 members 
Mstep: Class 22 contains 116500 members 
Mstep: Class 23 contains 1516 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 141886 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615920.000000 Penalty: 92847.609375
Iteration 96Q: 28 clusters Score -9.361592e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 5757 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 4889 members 
Mstep: Class 7 contains 38134 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 6314 members 
Mstep: Class 11 contains 29542 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24211 members 
Mstep: Class 15 contains 13117 members 
Mstep: Class 16 contains 438495 members 
Mstep: Class 17 contains 7281 members 
Mstep: Class 18 contains 16517 members 
Mstep: Class 19 contains 15882 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 165407 members 
Mstep: Class 22 contains 116442 members 
Mstep: Class 23 contains 1517 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 141575 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615992.000000 Penalty: 92847.609375
Iteration 97Q: 28 clusters Score -9.361599e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 38117 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 29750 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24221 members 
Mstep: Class 15 contains 13153 members 
Mstep: Class 16 contains 438505 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 18 contains 16512 members 
Mstep: Class 19 contains 15857 members 
Mstep: Class 20 contains 4731 members 
Mstep: Class 21 contains 165489 members 
Mstep: Class 22 contains 116403 members 
Mstep: Class 23 contains 1517 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 141294 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616016.000000 Penalty: 92847.609375
Iteration 98Q: 28 clusters Score -9.361602e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 38095 members 
Mstep: Class 8 contains 3501 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 29947 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24230 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 438510 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 16517 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 165555 members 
Mstep: Class 22 contains 116357 members 
Mstep: Class 23 contains 1517 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 141046 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616048.000000 Penalty: 92847.609375
Iteration 99Q: 28 clusters Score -9.361605e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 6 contains 4882 members 
Mstep: Class 7 contains 38063 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 30153 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24241 members 
Mstep: Class 15 contains 13199 members 
Mstep: Class 16 contains 438511 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 16524 members 
Mstep: Class 19 contains 15820 members 
Mstep: Class 20 contains 4733 members 
Mstep: Class 21 contains 165617 members 
Mstep: Class 22 contains 116301 members 
Mstep: Class 23 contains 1517 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 140798 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616224.000000 Penalty: 92847.609375
Iteration 100F: 28 clusters Score -9.361622e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 5406 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 38047 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 6404 members 
Mstep: Class 11 contains 30371 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24261 members 
Mstep: Class 15 contains 13214 members 
Mstep: Class 16 contains 438509 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 15802 members 
Mstep: Class 20 contains 4731 members 
Mstep: Class 21 contains 165649 members 
Mstep: Class 22 contains 116280 members 
Mstep: Class 23 contains 1519 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 140531 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616416.000000 Penalty: 92847.609375
Iteration 101Q: 28 clusters Score -9.361642e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 5712 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 4880 members 
Mstep: Class 7 contains 38018 members 
Mstep: Class 8 contains 3541 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 30632 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24270 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 438514 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 16539 members 
Mstep: Class 19 contains 15776 members 
Mstep: Class 20 contains 4730 members 
Mstep: Class 21 contains 165675 members 
Mstep: Class 22 contains 116275 members 
Mstep: Class 23 contains 1521 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 140248 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616496.000000 Penalty: 92847.609375
Iteration 102Q: 28 clusters Score -9.36165e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 5702 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 37993 members 
Mstep: Class 8 contains 3549 members 
Mstep: Class 9 contains 885 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 30848 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24295 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 438512 members 
Mstep: Class 17 contains 7285 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 15748 members 
Mstep: Class 20 contains 4729 members 
Mstep: Class 21 contains 165732 members 
Mstep: Class 22 contains 116254 members 
Mstep: Class 23 contains 1529 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 139993 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616336.000000 Penalty: 92847.609375
Iteration 103Q: 28 clusters Score -9.361634e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 5700 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 37956 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 881 members 
Mstep: Class 10 contains 6469 members 
Mstep: Class 11 contains 31047 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24314 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 438518 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 15729 members 
Mstep: Class 20 contains 4730 members 
Mstep: Class 21 contains 165783 members 
Mstep: Class 22 contains 116229 members 
Mstep: Class 23 contains 1533 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 139744 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616320.000000 Penalty: 92847.609375
Iteration 104Q: 28 clusters Score -9.361632e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 4867 members 
Mstep: Class 7 contains 37930 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 31289 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24330 members 
Mstep: Class 15 contains 13253 members 
Mstep: Class 16 contains 438508 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 16551 members 
Mstep: Class 19 contains 15705 members 
Mstep: Class 20 contains 4732 members 
Mstep: Class 21 contains 165825 members 
Mstep: Class 22 contains 116219 members 
Mstep: Class 23 contains 1538 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 139468 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616328.000000 Penalty: 92847.609375
Iteration 105Q: 28 clusters Score -9.361633e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 4866 members 
Mstep: Class 7 contains 37906 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 31503 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24342 members 
Mstep: Class 15 contains 13262 members 
Mstep: Class 16 contains 438492 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 16556 members 
Mstep: Class 19 contains 15690 members 
Mstep: Class 20 contains 4732 members 
Mstep: Class 21 contains 165836 members 
Mstep: Class 22 contains 116213 members 
Mstep: Class 23 contains 1544 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 139232 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616544.000000 Penalty: 92847.609375
Iteration 106Q: 28 clusters Score -9.361654e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 5684 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 37880 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 862 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 31725 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24351 members 
Mstep: Class 15 contains 13270 members 
Mstep: Class 16 contains 438489 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 16565 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 165841 members 
Mstep: Class 22 contains 116210 members 
Mstep: Class 23 contains 1552 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 138972 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616624.000000 Penalty: 92847.609375
Iteration 107Q: 28 clusters Score -9.361662e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 5441 members 
Mstep: Class 6 contains 4857 members 
Mstep: Class 7 contains 37855 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 31970 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24357 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 438481 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 165856 members 
Mstep: Class 22 contains 116211 members 
Mstep: Class 23 contains 1564 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 138679 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616808.000000 Penalty: 92847.609375
Iteration 108Q: 28 clusters Score -9.361681e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 6604 members 
Mstep: Class 11 contains 32211 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24364 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 438483 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 15659 members 
Mstep: Class 20 contains 4738 members 
Mstep: Class 21 contains 165869 members 
Mstep: Class 22 contains 116208 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 138396 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617072.000000 Penalty: 92847.609375
Iteration 109Q: 28 clusters Score -9.361707e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 37814 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 833 members 
Mstep: Class 10 contains 6627 members 
Mstep: Class 11 contains 32423 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24368 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 438481 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 16591 members 
Mstep: Class 19 contains 15653 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 165892 members 
Mstep: Class 22 contains 116200 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 138126 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617008.000000 Penalty: 92847.609375
Iteration 110Q: 28 clusters Score -9.361701e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 5456 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 37784 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 6661 members 
Mstep: Class 11 contains 32642 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24379 members 
Mstep: Class 15 contains 13314 members 
Mstep: Class 16 contains 438487 members 
Mstep: Class 17 contains 7296 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 19 contains 15650 members 
Mstep: Class 20 contains 4746 members 
Mstep: Class 21 contains 165906 members 
Mstep: Class 22 contains 116199 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 137840 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616920.000000 Penalty: 92847.609375
Iteration 111Q: 28 clusters Score -9.361692e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 37756 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 825 members 
Mstep: Class 10 contains 6686 members 
Mstep: Class 11 contains 32857 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24392 members 
Mstep: Class 15 contains 13334 members 
Mstep: Class 16 contains 438507 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 16602 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 4754 members 
Mstep: Class 21 contains 165934 members 
Mstep: Class 22 contains 116187 members 
Mstep: Class 23 contains 1589 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 137540 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617048.000000 Penalty: 92847.609375
Iteration 112Q: 28 clusters Score -9.361705e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 5670 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 37722 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 824 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 33077 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 13357 members 
Mstep: Class 16 contains 438513 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 16611 members 
Mstep: Class 19 contains 15638 members 
Mstep: Class 20 contains 4762 members 
Mstep: Class 21 contains 165966 members 
Mstep: Class 22 contains 116174 members 
Mstep: Class 23 contains 1590 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 137241 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616904.000000 Penalty: 92847.609375
Iteration 113Q: 28 clusters Score -9.36169e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 37691 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 6744 members 
Mstep: Class 11 contains 33298 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24416 members 
Mstep: Class 15 contains 13376 members 
Mstep: Class 16 contains 438530 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 16617 members 
Mstep: Class 19 contains 15636 members 
Mstep: Class 20 contains 4769 members 
Mstep: Class 21 contains 165992 members 
Mstep: Class 22 contains 116178 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 136902 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617016.000000 Penalty: 92847.609375
Iteration 114Q: 28 clusters Score -9.361702e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 4839 members 
Mstep: Class 7 contains 37647 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 33547 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24437 members 
Mstep: Class 15 contains 13389 members 
Mstep: Class 16 contains 438533 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 16620 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 166018 members 
Mstep: Class 22 contains 116198 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 136533 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617096.000000 Penalty: 92847.609375
Iteration 115Q: 28 clusters Score -9.36171e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 5663 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 37609 members 
Mstep: Class 8 contains 3788 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 6832 members 
Mstep: Class 11 contains 33820 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24451 members 
Mstep: Class 15 contains 13400 members 
Mstep: Class 16 contains 438538 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 16620 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 166019 members 
Mstep: Class 22 contains 116228 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 136162 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617136.000000 Penalty: 92847.609375
Iteration 116Q: 28 clusters Score -9.361714e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 37560 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 34084 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24452 members 
Mstep: Class 15 contains 13412 members 
Mstep: Class 16 contains 438552 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 16627 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 166046 members 
Mstep: Class 22 contains 116259 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 135785 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617080.000000 Penalty: 92847.609375
Iteration 117Q: 28 clusters Score -9.361708e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 37503 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 34332 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24468 members 
Mstep: Class 15 contains 13427 members 
Mstep: Class 16 contains 438555 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 16633 members 
Mstep: Class 19 contains 15615 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 166073 members 
Mstep: Class 22 contains 116273 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 135448 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617032.000000 Penalty: 92847.609375
Iteration 118Q: 28 clusters Score -9.361703e+07 nChanged 763
Entering ConstructFrom: 
Score: -93617032.000000 Penalty: 92847.609375
Entering ConstructFrom: 
Trying to split cluster 1 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -40717.773438 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -40717.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39282.785156 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -39282.79 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39967.589844 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -39967.59 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40525.421875 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -40525.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40861.863281 Penalty: 3172.049805
	Iteration 3F: 3 clusters Score -40861.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41143.617188 Penalty: 3172.049805
	Iteration 4F: 3 clusters Score -41143.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41467.578125 Penalty: 3172.049805
	Iteration 5F: 3 clusters Score -41467.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41672.937500 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -41672.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41862.476562 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -41862.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42075.562500 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -42075.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42187.511719 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -42187.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42206.750000 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -42206.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -42212.835938 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -42212.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42223.597656 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -42223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42225.894531 Penalty: 3172.049805
	Iteration 13F: 3 clusters Score -42225.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -42229.082031 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -42229.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42230.957031 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -42230.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42230.957031 Penalty: 3172.049805
	Iteration 16F: 3 clusters Score -42230.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7033 members 
Mstep: Class 11 contains 34574 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24488 members 
Mstep: Class 15 contains 13446 members 
Mstep: Class 16 contains 438560 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 16641 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 166081 members 
Mstep: Class 22 contains 116270 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 135130 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
Score: -93616416.000000 Penalty: 96286.414062
Splitting cluster 1 changes total score from -93617032.000000 to -93616416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106362.445312 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -106362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -104273.195312 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -104273.2 nChanged 347
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: -104590.414062 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -104590.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104692.296875 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -104692.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104741.531250 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -104741.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104778.328125 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -104778.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -104803.046875 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -104803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104817.664062 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -104817.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104832.695312 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -104832.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104847.929688 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -104847.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -104869.328125 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -104869.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -104913.000000 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -104913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104966.367188 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -104966.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -105055.296875 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -105055.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105132.664062 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -105132.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105203.429688 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -105203.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -105287.539062 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -105287.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -105359.992188 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -105360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105420.773438 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -105420.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -105460.867188 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -105460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105484.289062 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -105484.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105503.320312 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -105503.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -105525.476562 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -105525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -105543.312500 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -105543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -105558.335938 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -105558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105576.890625 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -105576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -105587.054688 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -105587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -105591.304688 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -105591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -105593.890625 Penalty: 3543.234375
	Iteration 27Q: 3 clusters Score -105593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -105593.890625 Penalty: 3543.234375
	Iteration 28F: 3 clusters Score -105593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Entering Unmasked Estep 
Score: -578278.437500 Penalty: 2180.364014
	Iteration 0F: 2 clusters Score -578278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -572746.687500 Penalty: 4360.728027
	Iteration 0F: 3 clusters Score -572746.7 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -574141.875000 Penalty: 4360.728027
	Iteration 1F: 3 clusters Score -574141.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -574347.500000 Penalty: 4360.728027
	Iteration 2F: 3 clusters Score -574347.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -574463.812500 Penalty: 4360.728027
	Iteration 3Q: 3 clusters Score -574463.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -574554.312500 Penalty: 4360.728027
	Iteration 4Q: 3 clusters Score -574554.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -574627.687500 Penalty: 4360.728027
	Iteration 5Q: 3 clusters Score -574627.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -574694.687500 Penalty: 4360.728027
	Iteration 6Q: 3 clusters Score -574694.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -574762.625000 Penalty: 4360.728027
	Iteration 7Q: 3 clusters Score -574762.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -574824.562500 Penalty: 4360.728027
	Iteration 8Q: 3 clusters Score -574824.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -574880.125000 Penalty: 4360.728027
	Iteration 9Q: 3 clusters Score -574880.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -574935.875000 Penalty: 4360.728027
	Iteration 10Q: 3 clusters Score -574935.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -574981.750000 Penalty: 4360.728027
	Iteration 11Q: 3 clusters Score -574981.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -575023.625000 Penalty: 4360.728027
	Iteration 12Q: 3 clusters Score -575023.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -575062.812500 Penalty: 4360.728027
	Iteration 13Q: 3 clusters Score -575062.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -575107.250000 Penalty: 4360.728027
	Iteration 14Q: 3 clusters Score -575107.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -575151.125000 Penalty: 4360.728027
	Iteration 15Q: 3 clusters Score -575151.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -575193.937500 Penalty: 4360.728027
	Iteration 16Q: 3 clusters Score -575193.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -575242.187500 Penalty: 4360.728027
	Iteration 17Q: 3 clusters Score -575242.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -575303.000000 Penalty: 4360.728027
	Iteration 18Q: 3 clusters Score -575303 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -575377.562500 Penalty: 4360.728027
	Iteration 19Q: 3 clusters Score -575377.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -575455.562500 Penalty: 4360.728027
	Iteration 20F: 3 clusters Score -575455.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -575544.000000 Penalty: 4360.728027
	Iteration 21Q: 3 clusters Score -575544 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -575637.375000 Penalty: 4360.728027
	Iteration 22Q: 3 clusters Score -575637.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -575746.937500 Penalty: 4360.728027
	Iteration 23Q: 3 clusters Score -575746.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -575860.375000 Penalty: 4360.728027
	Iteration 24Q: 3 clusters Score -575860.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -575956.875000 Penalty: 4360.728027
	Iteration 25Q: 3 clusters Score -575956.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -576050.437500 Penalty: 4360.728027
	Iteration 26Q: 3 clusters Score -576050.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -576118.187500 Penalty: 4360.728027
	Iteration 27Q: 3 clusters Score -576118.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -576175.937500 Penalty: 4360.728027
	Iteration 28Q: 3 clusters Score -576175.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -576216.875000 Penalty: 4360.728027
	Iteration 29Q: 3 clusters Score -576216.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -576253.375000 Penalty: 4360.728027
	Iteration 30Q: 3 clusters Score -576253.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -576277.125000 Penalty: 4360.728027
	Iteration 31Q: 3 clusters Score -576277.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -576299.562500 Penalty: 4360.728027
	Iteration 32Q: 3 clusters Score -576299.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -576311.000000 Penalty: 4360.728027
	Iteration 33Q: 3 clusters Score -576311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -576316.187500 Penalty: 4360.728027
	Iteration 34Q: 3 clusters Score -576316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -576321.250000 Penalty: 4360.728027
	Iteration 35Q: 3 clusters Score -576321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -576322.062500 Penalty: 4360.728027
	Iteration 36Q: 3 clusters Score -576322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -576322.000000 Penalty: 4360.728027
	Iteration 37Q: 3 clusters Score -576322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -576322.000000 Penalty: 4360.728027
	Iteration 38F: 3 clusters Score -576322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -524589.625000 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -524589.6 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 2909 members 
Entering Unmasked Estep 
Score: -519648.031250 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -519648 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -520884.500000 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -520884.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -521129.250000 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -521129.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -521295.093750 Penalty: 4285.499023
	Iteration 3F: 3 clusters Score -521295.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -521419.343750 Penalty: 4285.499023
	Iteration 4Q: 3 clusters Score -521419.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -521540.718750 Penalty: 4285.499023
	Iteration 5Q: 3 clusters Score -521540.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -521661.843750 Penalty: 4285.499023
	Iteration 6Q: 3 clusters Score -521661.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -521784.593750 Penalty: 4285.499023
	Iteration 7Q: 3 clusters Score -521784.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -521901.812500 Penalty: 4285.499023
	Iteration 8Q: 3 clusters Score -521901.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -522017.656250 Penalty: 4285.499023
	Iteration 9Q: 3 clusters Score -522017.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -522133.218750 Penalty: 4285.499023
	Iteration 10Q: 3 clusters Score -522133.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -522237.343750 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -522237.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -522341.406250 Penalty: 4285.499023
	Iteration 12Q: 3 clusters Score -522341.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -522446.968750 Penalty: 4285.499023
	Iteration 13Q: 3 clusters Score -522447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -522536.343750 Penalty: 4285.499023
	Iteration 14Q: 3 clusters Score -522536.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -522620.718750 Penalty: 4285.499023
	Iteration 15Q: 3 clusters Score -522620.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -522688.781250 Penalty: 4285.499023
	Iteration 16Q: 3 clusters Score -522688.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -522734.625000 Penalty: 4285.499023
	Iteration 17Q: 3 clusters Score -522734.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -522774.500000 Penalty: 4285.499023
	Iteration 18Q: 3 clusters Score -522774.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -522795.218750 Penalty: 4285.499023
	Iteration 19Q: 3 clusters Score -522795.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -522812.500000 Penalty: 4285.499023
	Iteration 20F: 3 clusters Score -522812.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -522826.843750 Penalty: 4285.499023
	Iteration 21Q: 3 clusters Score -522826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -522833.843750 Penalty: 4285.499023
	Iteration 22Q: 3 clusters Score -522833.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -522846.593750 Penalty: 4285.499023
	Iteration 23Q: 3 clusters Score -522846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -522855.687500 Penalty: 4285.499023
	Iteration 24Q: 3 clusters Score -522855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -522860.312500 Penalty: 4285.499023
	Iteration 25Q: 3 clusters Score -522860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -522860.500000 Penalty: 4285.499023
	Iteration 26Q: 3 clusters Score -522860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -522860.500000 Penalty: 4285.499023
	Iteration 27F: 3 clusters Score -522860.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Entering Unmasked Estep 
Score: -464250.343750 Penalty: 2135.313965
	Iteration 0F: 2 clusters Score -464250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -459444.468750 Penalty: 4270.627930
	Iteration 0F: 3 clusters Score -459444.5 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -460813.218750 Penalty: 4270.627930
	Iteration 1F: 3 clusters Score -460813.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -461200.406250 Penalty: 4270.627930
	Iteration 2F: 3 clusters Score -461200.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -461490.593750 Penalty: 4270.627930
	Iteration 3F: 3 clusters Score -461490.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -461763.093750 Penalty: 4270.627930
	Iteration 4F: 3 clusters Score -461763.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -462038.031250 Penalty: 4270.627930
	Iteration 5F: 3 clusters Score -462038 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -462314.625000 Penalty: 4270.627930
	Iteration 6F: 3 clusters Score -462314.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -462537.125000 Penalty: 4270.627930
	Iteration 7Q: 3 clusters Score -462537.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -462708.812500 Penalty: 4270.627930
	Iteration 8Q: 3 clusters Score -462708.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -462841.062500 Penalty: 4270.627930
	Iteration 9Q: 3 clusters Score -462841.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -462958.906250 Penalty: 4270.627930
	Iteration 10Q: 3 clusters Score -462958.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -463045.843750 Penalty: 4270.627930
	Iteration 11Q: 3 clusters Score -463045.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -463112.093750 Penalty: 4270.627930
	Iteration 12Q: 3 clusters Score -463112.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -463153.156250 Penalty: 4270.627930
	Iteration 13Q: 3 clusters Score -463153.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -463202.312500 Penalty: 4270.627930
	Iteration 14Q: 3 clusters Score -463202.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -463255.843750 Penalty: 4270.627930
	Iteration 15Q: 3 clusters Score -463255.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -463290.593750 Penalty: 4270.627930
	Iteration 16Q: 3 clusters Score -463290.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -463309.406250 Penalty: 4270.627930
	Iteration 17Q: 3 clusters Score -463309.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -463323.468750 Penalty: 4270.627930
	Iteration 18Q: 3 clusters Score -463323.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -463331.968750 Penalty: 4270.627930
	Iteration 19Q: 3 clusters Score -463332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -463336.968750 Penalty: 4270.627930
	Iteration 20F: 3 clusters Score -463337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -463342.312500 Penalty: 4270.627930
	Iteration 21Q: 3 clusters Score -463342.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -463348.968750 Penalty: 4270.627930
	Iteration 22Q: 3 clusters Score -463349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -463354.968750 Penalty: 4270.627930
	Iteration 23Q: 3 clusters Score -463355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -463361.625000 Penalty: 4270.627930
	Iteration 24Q: 3 clusters Score -463361.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -463367.125000 Penalty: 4270.627930
	Iteration 25Q: 3 clusters Score -463367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -463371.812500 Penalty: 4270.627930
	Iteration 26Q: 3 clusters Score -463371.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -463374.343750 Penalty: 4270.627930
	Iteration 27Q: 3 clusters Score -463374.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -463377.281250 Penalty: 4270.627930
	Iteration 28Q: 3 clusters Score -463377.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -463384.062500 Penalty: 4270.627930
	Iteration 29Q: 3 clusters Score -463384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -463390.000000 Penalty: 4270.627930
	Iteration 30Q: 3 clusters Score -463390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -463394.125000 Penalty: 4270.627930
	Iteration 31Q: 3 clusters Score -463394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -463398.187500 Penalty: 4270.627930
	Iteration 32Q: 3 clusters Score -463398.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -463403.375000 Penalty: 4270.627930
	Iteration 33Q: 3 clusters Score -463403.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -463411.500000 Penalty: 4270.627930
	Iteration 34Q: 3 clusters Score -463411.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -463417.312500 Penalty: 4270.627930
	Iteration 35Q: 3 clusters Score -463417.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -463424.875000 Penalty: 4270.627930
	Iteration 36Q: 3 clusters Score -463424.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -463434.031250 Penalty: 4270.627930
	Iteration 37Q: 3 clusters Score -463434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -463441.781250 Penalty: 4270.627930
	Iteration 38Q: 3 clusters Score -463441.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -463449.125000 Penalty: 4270.627930
	Iteration 39Q: 3 clusters Score -463449.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -463453.531250 Penalty: 4270.627930
	Iteration 40F: 3 clusters Score -463453.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -463458.593750 Penalty: 4270.627930
	Iteration 41Q: 3 clusters Score -463458.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463465.031250 Penalty: 4270.627930
	Iteration 42Q: 3 clusters Score -463465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -463473.437500 Penalty: 4270.627930
	Iteration 43Q: 3 clusters Score -463473.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -463484.875000 Penalty: 4270.627930
	Iteration 44Q: 3 clusters Score -463484.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -463505.593750 Penalty: 4270.627930
	Iteration 45Q: 3 clusters Score -463505.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -463529.281250 Penalty: 4270.627930
	Iteration 46Q: 3 clusters Score -463529.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -463550.062500 Penalty: 4270.627930
	Iteration 47Q: 3 clusters Score -463550.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -463572.156250 Penalty: 4270.627930
	Iteration 48Q: 3 clusters Score -463572.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -463601.937500 Penalty: 4270.627930
	Iteration 49Q: 3 clusters Score -463601.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -463617.000000 Penalty: 4270.627930
	Iteration 50Q: 3 clusters Score -463617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -463629.625000 Penalty: 4270.627930
	Iteration 51Q: 3 clusters Score -463629.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -463642.187500 Penalty: 4270.627930
	Iteration 52Q: 3 clusters Score -463642.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -463656.375000 Penalty: 4270.627930
	Iteration 53Q: 3 clusters Score -463656.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -463669.125000 Penalty: 4270.627930
	Iteration 54Q: 3 clusters Score -463669.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -463679.093750 Penalty: 4270.627930
	Iteration 55Q: 3 clusters Score -463679.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -463687.437500 Penalty: 4270.627930
	Iteration 56Q: 3 clusters Score -463687.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -463694.187500 Penalty: 4270.627930
	Iteration 57Q: 3 clusters Score -463694.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -463699.718750 Penalty: 4270.627930
	Iteration 58Q: 3 clusters Score -463699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -463703.718750 Penalty: 4270.627930
	Iteration 59Q: 3 clusters Score -463703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -463707.937500 Penalty: 4270.627930
	Iteration 60F: 3 clusters Score -463707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -463708.968750 Penalty: 4270.627930
	Iteration 61Q: 3 clusters Score -463709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -463709.781250 Penalty: 4270.627930
	Iteration 62Q: 3 clusters Score -463709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -463709.781250 Penalty: 4270.627930
	Iteration 63F: 3 clusters Score -463709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -416057.750000 Penalty: 2103.531006
	Iteration 0F: 2 clusters Score -416057.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -411709.062500 Penalty: 4207.062012
	Iteration 0F: 3 clusters Score -411709.1 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -412690.125000 Penalty: 4207.062012
	Iteration 1F: 3 clusters Score -412690.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -412885.468750 Penalty: 4207.062012
	Iteration 2F: 3 clusters Score -412885.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -413012.093750 Penalty: 4207.062012
	Iteration 3Q: 3 clusters Score -413012.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -413090.875000 Penalty: 4207.062012
	Iteration 4Q: 3 clusters Score -413090.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -413162.593750 Penalty: 4207.062012
	Iteration 5Q: 3 clusters Score -413162.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -413224.937500 Penalty: 4207.062012
	Iteration 6Q: 3 clusters Score -413224.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -413257.750000 Penalty: 4207.062012
	Iteration 7Q: 3 clusters Score -413257.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -413292.125000 Penalty: 4207.062012
	Iteration 8Q: 3 clusters Score -413292.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -413324.312500 Penalty: 4207.062012
	Iteration 9Q: 3 clusters Score -413324.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -413344.625000 Penalty: 4207.062012
	Iteration 10Q: 3 clusters Score -413344.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -413356.531250 Penalty: 4207.062012
	Iteration 11Q: 3 clusters Score -413356.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -413365.437500 Penalty: 4207.062012
	Iteration 12Q: 3 clusters Score -413365.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -413374.781250 Penalty: 4207.062012
	Iteration 13Q: 3 clusters Score -413374.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -413381.593750 Penalty: 4207.062012
	Iteration 14Q: 3 clusters Score -413381.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -413388.218750 Penalty: 4207.062012
	Iteration 15Q: 3 clusters Score -413388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -413392.125000 Penalty: 4207.062012
	Iteration 16Q: 3 clusters Score -413392.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -413396.156250 Penalty: 4207.062012
	Iteration 17Q: 3 clusters Score -413396.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -413401.843750 Penalty: 4207.062012
	Iteration 18Q: 3 clusters Score -413401.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -413407.218750 Penalty: 4207.062012
	Iteration 19Q: 3 clusters Score -413407.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -413412.312500 Penalty: 4207.062012
	Iteration 20F: 3 clusters Score -413412.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -413416.781250 Penalty: 4207.062012
	Iteration 21Q: 3 clusters Score -413416.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -413423.531250 Penalty: 4207.062012
	Iteration 22Q: 3 clusters Score -413423.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -413429.937500 Penalty: 4207.062012
	Iteration 23Q: 3 clusters Score -413429.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -413433.843750 Penalty: 4207.062012
	Iteration 24Q: 3 clusters Score -413433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -413438.156250 Penalty: 4207.062012
	Iteration 25Q: 3 clusters Score -413438.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -413442.687500 Penalty: 4207.062012
	Iteration 26Q: 3 clusters Score -413442.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -413446.781250 Penalty: 4207.062012
	Iteration 27Q: 3 clusters Score -413446.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -413451.281250 Penalty: 4207.062012
	Iteration 28Q: 3 clusters Score -413451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -413453.562500 Penalty: 4207.062012
	Iteration 29Q: 3 clusters Score -413453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -413456.656250 Penalty: 4207.062012
	Iteration 30Q: 3 clusters Score -413456.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -413459.718750 Penalty: 4207.062012
	Iteration 31Q: 3 clusters Score -413459.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -413462.187500 Penalty: 4207.062012
	Iteration 32Q: 3 clusters Score -413462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -413464.000000 Penalty: 4207.062012
	Iteration 33Q: 3 clusters Score -413464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -413466.156250 Penalty: 4207.062012
	Iteration 34Q: 3 clusters Score -413466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -413468.687500 Penalty: 4207.062012
	Iteration 35Q: 3 clusters Score -413468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -413470.593750 Penalty: 4207.062012
	Iteration 36Q: 3 clusters Score -413470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -413472.062500 Penalty: 4207.062012
	Iteration 37Q: 3 clusters Score -413472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -413475.093750 Penalty: 4207.062012
	Iteration 38Q: 3 clusters Score -413475.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -413474.437500 Penalty: 4207.062012
	Iteration 39Q: 3 clusters Score -413474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -413475.875000 Penalty: 4207.062012
	Iteration 40F: 3 clusters Score -413475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -413477.281250 Penalty: 4207.062012
	Iteration 41Q: 3 clusters Score -413477.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -413479.593750 Penalty: 4207.062012
	Iteration 42Q: 3 clusters Score -413479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -413479.750000 Penalty: 4207.062012
	Iteration 43Q: 3 clusters Score -413479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -413479.406250 Penalty: 4207.062012
	Iteration 44Q: 3 clusters Score -413479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -413480.281250 Penalty: 4207.062012
	Iteration 45Q: 3 clusters Score -413480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -413481.562500 Penalty: 4207.062012
	Iteration 46Q: 3 clusters Score -413481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -413484.468750 Penalty: 4207.062012
	Iteration 47Q: 3 clusters Score -413484.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -413485.156250 Penalty: 4207.062012
	Iteration 48Q: 3 clusters Score -413485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -413485.125000 Penalty: 4207.062012
	Iteration 49Q: 3 clusters Score -413485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -413485.125000 Penalty: 4207.062012
	Iteration 50F: 3 clusters Score -413485.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Entering Unmasked Estep 
Score: -3537176.750000 Penalty: 2611.562744
	Iteration 0F: 2 clusters Score -3537177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3511843.000000 Penalty: 5223.125488
	Iteration 0F: 3 clusters Score -3511843 nChanged 17118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3521406.750000 Penalty: 5223.125488
	Iteration 1F: 3 clusters Score -3521407 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3522206.750000 Penalty: 5223.125488
	Iteration 2F: 3 clusters Score -3522207 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3523216.500000 Penalty: 5223.125488
	Iteration 3F: 3 clusters Score -3523216 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3524430.500000 Penalty: 5223.125488
	Iteration 4F: 3 clusters Score -3524430 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3525805.500000 Penalty: 5223.125488
	Iteration 5F: 3 clusters Score -3525806 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3527195.250000 Penalty: 5223.125488
	Iteration 6F: 3 clusters Score -3527195 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3528315.000000 Penalty: 5223.125488
	Iteration 7F: 3 clusters Score -3528315 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3529050.000000 Penalty: 5223.125488
	Iteration 8Q: 3 clusters Score -3529050 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3529534.250000 Penalty: 5223.125488
	Iteration 9Q: 3 clusters Score -3529534 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3529816.000000 Penalty: 5223.125488
	Iteration 10Q: 3 clusters Score -3529816 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3530009.250000 Penalty: 5223.125488
	Iteration 11Q: 3 clusters Score -3530009 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3530118.250000 Penalty: 5223.125488
	Iteration 12Q: 3 clusters Score -3530118 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3530241.250000 Penalty: 5223.125488
	Iteration 13Q: 3 clusters Score -3530241 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3530338.500000 Penalty: 5223.125488
	Iteration 14Q: 3 clusters Score -3530338 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3530463.750000 Penalty: 5223.125488
	Iteration 15Q: 3 clusters Score -3530464 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3530565.250000 Penalty: 5223.125488
	Iteration 16Q: 3 clusters Score -3530565 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3530737.250000 Penalty: 5223.125488
	Iteration 17Q: 3 clusters Score -3530737 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3530892.750000 Penalty: 5223.125488
	Iteration 18Q: 3 clusters Score -3530893 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3531080.250000 Penalty: 5223.125488
	Iteration 19Q: 3 clusters Score -3531080 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3531322.000000 Penalty: 5223.125488
	Iteration 20F: 3 clusters Score -3531322 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3531625.750000 Penalty: 5223.125488
	Iteration 21Q: 3 clusters Score -3531626 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3532035.000000 Penalty: 5223.125488
	Iteration 22Q: 3 clusters Score -3532035 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3532494.500000 Penalty: 5223.125488
	Iteration 23Q: 3 clusters Score -3532494 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3532986.500000 Penalty: 5223.125488
	Iteration 24Q: 3 clusters Score -3532986 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3533465.250000 Penalty: 5223.125488
	Iteration 25Q: 3 clusters Score -3533465 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3533927.500000 Penalty: 5223.125488
	Iteration 26Q: 3 clusters Score -3533928 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3534278.500000 Penalty: 5223.125488
	Iteration 27Q: 3 clusters Score -3534278 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3534529.750000 Penalty: 5223.125488
	Iteration 28Q: 3 clusters Score -3534530 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3534689.000000 Penalty: 5223.125488
	Iteration 29Q: 3 clusters Score -3534689 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3534821.000000 Penalty: 5223.125488
	Iteration 30Q: 3 clusters Score -3534821 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3534882.000000 Penalty: 5223.125488
	Iteration 31Q: 3 clusters Score -3534882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3534930.250000 Penalty: 5223.125488
	Iteration 32Q: 3 clusters Score -3534930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3534982.750000 Penalty: 5223.125488
	Iteration 33Q: 3 clusters Score -3534983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3535004.000000 Penalty: 5223.125488
	Iteration 34Q: 3 clusters Score -3535004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3535013.000000 Penalty: 5223.125488
	Iteration 35Q: 3 clusters Score -3535013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3535026.750000 Penalty: 5223.125488
	Iteration 36Q: 3 clusters Score -3535027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3535033.250000 Penalty: 5223.125488
	Iteration 37Q: 3 clusters Score -3535033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3535041.500000 Penalty: 5223.125488
	Iteration 38Q: 3 clusters Score -3535042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3535045.750000 Penalty: 5223.125488
	Iteration 39Q: 3 clusters Score -3535046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3535047.750000 Penalty: 5223.125488
	Iteration 40F: 3 clusters Score -3535048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3535056.500000 Penalty: 5223.125488
	Iteration 41Q: 3 clusters Score -3535056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3535062.000000 Penalty: 5223.125488
	Iteration 42Q: 3 clusters Score -3535062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3535065.250000 Penalty: 5223.125488
	Iteration 43Q: 3 clusters Score -3535065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3535065.250000 Penalty: 5223.125488
	Iteration 44Q: 3 clusters Score -3535065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3535070.500000 Penalty: 5223.125488
	Iteration 45Q: 3 clusters Score -3535070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3535075.250000 Penalty: 5223.125488
	Iteration 46Q: 3 clusters Score -3535075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3535084.750000 Penalty: 5223.125488
	Iteration 47Q: 3 clusters Score -3535085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3535090.750000 Penalty: 5223.125488
	Iteration 48Q: 3 clusters Score -3535091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3535090.500000 Penalty: 5223.125488
	Iteration 49Q: 3 clusters Score -3535090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3535096.750000 Penalty: 5223.125488
	Iteration 50Q: 3 clusters Score -3535097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3535096.750000 Penalty: 5223.125488
	Iteration 51F: 3 clusters Score -3535097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -345543.375000 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -345543.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -341858.031250 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -341858 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -342702.156250 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -342702.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -342878.406250 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -342878.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -342993.437500 Penalty: 4094.891113
	Iteration 3Q: 3 clusters Score -342993.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -343080.031250 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -343080 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -343145.375000 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -343145.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -343197.843750 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -343197.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -343254.281250 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -343254.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -343306.656250 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -343306.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -343407.125000 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -343407.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -343555.906250 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -343555.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -343736.906250 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -343736.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -343950.156250 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -343950.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -344132.750000 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -344132.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -344273.781250 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -344273.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -344355.281250 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -344355.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -344388.437500 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -344388.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -344414.625000 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -344414.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -344430.718750 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -344430.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -344442.812500 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -344442.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -344457.593750 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -344457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -344462.781250 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -344462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -344463.500000 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -344463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -344466.750000 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -344466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -344470.281250 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -344470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -344474.156250 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -344474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -344474.875000 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -344474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -344474.875000 Penalty: 4094.891113
	Iteration 27F: 3 clusters Score -344474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65591.890625 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65591.89 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65918.609375 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -65918.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66113.718750 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -66113.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66282.578125 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -66282.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66353.007812 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -66353.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -66407.609375 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -66407.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -66455.671875 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66455.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66506.757812 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66506.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -66568.476562 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66568.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -66612.054688 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66612.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66629.757812 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -66629.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -66670.296875 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -66670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -66683.804688 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -66683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66695.242188 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -66695.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -66704.671875 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -66704.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -66710.632812 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -66710.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -66713.148438 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -66713.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66715.421875 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -66715.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66715.421875 Penalty: 3329.023193
	Iteration 18F: 3 clusters Score -66715.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -626377.562500 Penalty: 2196.875488
	Iteration 0F: 2 clusters Score -626377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -620572.625000 Penalty: 4393.750977
	Iteration 0F: 3 clusters Score -620572.6 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -622102.562500 Penalty: 4393.750977
	Iteration 1F: 3 clusters Score -622102.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -622391.312500 Penalty: 4393.750977
	Iteration 2F: 3 clusters Score -622391.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -622629.312500 Penalty: 4393.750977
	Iteration 3F: 3 clusters Score -622629.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -622873.687500 Penalty: 4393.750977
	Iteration 4F: 3 clusters Score -622873.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -623150.750000 Penalty: 4393.750977
	Iteration 5F: 3 clusters Score -623150.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -623468.062500 Penalty: 4393.750977
	Iteration 6F: 3 clusters Score -623468.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -623771.187500 Penalty: 4393.750977
	Iteration 7F: 3 clusters Score -623771.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -624080.062500 Penalty: 4393.750977
	Iteration 8Q: 3 clusters Score -624080.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -624352.562500 Penalty: 4393.750977
	Iteration 9Q: 3 clusters Score -624352.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -624580.437500 Penalty: 4393.750977
	Iteration 10Q: 3 clusters Score -624580.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -624759.562500 Penalty: 4393.750977
	Iteration 11Q: 3 clusters Score -624759.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -624897.875000 Penalty: 4393.750977
	Iteration 12Q: 3 clusters Score -624897.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -625001.375000 Penalty: 4393.750977
	Iteration 13Q: 3 clusters Score -625001.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -625076.937500 Penalty: 4393.750977
	Iteration 14Q: 3 clusters Score -625076.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -625127.250000 Penalty: 4393.750977
	Iteration 15Q: 3 clusters Score -625127.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -625162.437500 Penalty: 4393.750977
	Iteration 16Q: 3 clusters Score -625162.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -625187.000000 Penalty: 4393.750977
	Iteration 17Q: 3 clusters Score -625187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -625203.937500 Penalty: 4393.750977
	Iteration 18Q: 3 clusters Score -625203.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -625212.625000 Penalty: 4393.750977
	Iteration 19Q: 3 clusters Score -625212.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -625220.500000 Penalty: 4393.750977
	Iteration 20F: 3 clusters Score -625220.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -625225.250000 Penalty: 4393.750977
	Iteration 21Q: 3 clusters Score -625225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -625229.312500 Penalty: 4393.750977
	Iteration 22Q: 3 clusters Score -625229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -625231.187500 Penalty: 4393.750977
	Iteration 23Q: 3 clusters Score -625231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -625233.625000 Penalty: 4393.750977
	Iteration 24Q: 3 clusters Score -625233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -625235.437500 Penalty: 4393.750977
	Iteration 25Q: 3 clusters Score -625235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -625235.375000 Penalty: 4393.750977
	Iteration 26Q: 3 clusters Score -625235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -625235.625000 Penalty: 4393.750977
	Iteration 27Q: 3 clusters Score -625235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -625235.500000 Penalty: 4393.750977
	Iteration 28Q: 3 clusters Score -625235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -625236.062500 Penalty: 4393.750977
	Iteration 29Q: 3 clusters Score -625236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -625236.375000 Penalty: 4393.750977
	Iteration 30Q: 3 clusters Score -625236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -625237.187500 Penalty: 4393.750977
	Iteration 31Q: 3 clusters Score -625237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -625237.187500 Penalty: 4393.750977
	Iteration 32F: 3 clusters Score -625237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Entering Unmasked Estep 
Score: -3143049.500000 Penalty: 2591.812500
	Iteration 0F: 2 clusters Score -3143050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3119430.000000 Penalty: 5183.625000
	Iteration 0F: 3 clusters Score -3119430 nChanged 15713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3127931.000000 Penalty: 5183.625000
	Iteration 1F: 3 clusters Score -3127931 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3128543.000000 Penalty: 5183.625000
	Iteration 2Q: 3 clusters Score -3128543 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3129245.750000 Penalty: 5183.625000
	Iteration 3F: 3 clusters Score -3129246 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3130027.750000 Penalty: 5183.625000
	Iteration 4F: 3 clusters Score -3130028 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3130859.750000 Penalty: 5183.625000
	Iteration 5F: 3 clusters Score -3130860 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3131780.500000 Penalty: 5183.625000
	Iteration 6F: 3 clusters Score -3131780 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3132760.500000 Penalty: 5183.625000
	Iteration 7F: 3 clusters Score -3132760 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3133790.750000 Penalty: 5183.625000
	Iteration 8F: 3 clusters Score -3133791 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3134784.500000 Penalty: 5183.625000
	Iteration 9F: 3 clusters Score -3134784 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3135638.000000 Penalty: 5183.625000
	Iteration 10Q: 3 clusters Score -3135638 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3136392.000000 Penalty: 5183.625000
	Iteration 11Q: 3 clusters Score -3136392 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3137035.000000 Penalty: 5183.625000
	Iteration 12Q: 3 clusters Score -3137035 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3137508.000000 Penalty: 5183.625000
	Iteration 13Q: 3 clusters Score -3137508 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3137842.750000 Penalty: 5183.625000
	Iteration 14Q: 3 clusters Score -3137843 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3138055.500000 Penalty: 5183.625000
	Iteration 15Q: 3 clusters Score -3138056 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3138220.000000 Penalty: 5183.625000
	Iteration 16Q: 3 clusters Score -3138220 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3138331.000000 Penalty: 5183.625000
	Iteration 17Q: 3 clusters Score -3138331 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3138448.500000 Penalty: 5183.625000
	Iteration 18Q: 3 clusters Score -3138448 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3138536.750000 Penalty: 5183.625000
	Iteration 19Q: 3 clusters Score -3138537 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3138638.000000 Penalty: 5183.625000
	Iteration 20F: 3 clusters Score -3138638 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3138725.750000 Penalty: 5183.625000
	Iteration 21Q: 3 clusters Score -3138726 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3138794.250000 Penalty: 5183.625000
	Iteration 22Q: 3 clusters Score -3138794 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3138917.750000 Penalty: 5183.625000
	Iteration 23Q: 3 clusters Score -3138918 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3139001.500000 Penalty: 5183.625000
	Iteration 24Q: 3 clusters Score -3139002 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3139124.000000 Penalty: 5183.625000
	Iteration 25Q: 3 clusters Score -3139124 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3139222.250000 Penalty: 5183.625000
	Iteration 26Q: 3 clusters Score -3139222 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3139311.500000 Penalty: 5183.625000
	Iteration 27Q: 3 clusters Score -3139312 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3139406.250000 Penalty: 5183.625000
	Iteration 28Q: 3 clusters Score -3139406 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3139525.500000 Penalty: 5183.625000
	Iteration 29Q: 3 clusters Score -3139526 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3139629.250000 Penalty: 5183.625000
	Iteration 30Q: 3 clusters Score -3139629 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3139765.750000 Penalty: 5183.625000
	Iteration 31Q: 3 clusters Score -3139766 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3139882.750000 Penalty: 5183.625000
	Iteration 32Q: 3 clusters Score -3139883 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3140013.250000 Penalty: 5183.625000
	Iteration 33Q: 3 clusters Score -3140013 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3140162.250000 Penalty: 5183.625000
	Iteration 34Q: 3 clusters Score -3140162 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3140306.500000 Penalty: 5183.625000
	Iteration 35Q: 3 clusters Score -3140306 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3140462.250000 Penalty: 5183.625000
	Iteration 36Q: 3 clusters Score -3140462 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3140624.250000 Penalty: 5183.625000
	Iteration 37Q: 3 clusters Score -3140624 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -3140773.500000 Penalty: 5183.625000
	Iteration 38Q: 3 clusters Score -3140774 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -3140951.250000 Penalty: 5183.625000
	Iteration 39Q: 3 clusters Score -3140951 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3141063.000000 Penalty: 5183.625000
	Iteration 40F: 3 clusters Score -3141063 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3141165.000000 Penalty: 5183.625000
	Iteration 41Q: 3 clusters Score -3141165 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -3141228.500000 Penalty: 5183.625000
	Iteration 42Q: 3 clusters Score -3141228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3141293.500000 Penalty: 5183.625000
	Iteration 43Q: 3 clusters Score -3141294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3141340.750000 Penalty: 5183.625000
	Iteration 44Q: 3 clusters Score -3141341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3141375.500000 Penalty: 5183.625000
	Iteration 45Q: 3 clusters Score -3141376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3141398.500000 Penalty: 5183.625000
	Iteration 46Q: 3 clusters Score -3141398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -3141406.000000 Penalty: 5183.625000
	Iteration 47Q: 3 clusters Score -3141406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3141414.250000 Penalty: 5183.625000
	Iteration 48Q: 3 clusters Score -3141414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3141419.250000 Penalty: 5183.625000
	Iteration 49Q: 3 clusters Score -3141419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3141427.250000 Penalty: 5183.625000
	Iteration 50Q: 3 clusters Score -3141427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3141429.500000 Penalty: 5183.625000
	Iteration 51Q: 3 clusters Score -3141430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3141435.750000 Penalty: 5183.625000
	Iteration 52Q: 3 clusters Score -3141436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -3141438.000000 Penalty: 5183.625000
	Iteration 53Q: 3 clusters Score -3141438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3141441.500000 Penalty: 5183.625000
	Iteration 54Q: 3 clusters Score -3141442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3141443.000000 Penalty: 5183.625000
	Iteration 55Q: 3 clusters Score -3141443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3141447.000000 Penalty: 5183.625000
	Iteration 56Q: 3 clusters Score -3141447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -3141442.250000 Penalty: 5183.625000
	Iteration 57Q: 3 clusters Score -3141442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3141443.250000 Penalty: 5183.625000
	Iteration 58Q: 3 clusters Score -3141443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3141440.000000 Penalty: 5183.625000
	Iteration 59Q: 3 clusters Score -3141440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3141441.500000 Penalty: 5183.625000
	Iteration 60F: 3 clusters Score -3141442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3141441.250000 Penalty: 5183.625000
	Iteration 61Q: 3 clusters Score -3141441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3141438.000000 Penalty: 5183.625000
	Iteration 62Q: 3 clusters Score -3141438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3141439.250000 Penalty: 5183.625000
	Iteration 63Q: 3 clusters Score -3141439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3141440.250000 Penalty: 5183.625000
	Iteration 64Q: 3 clusters Score -3141440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3141437.000000 Penalty: 5183.625000
	Iteration 65Q: 3 clusters Score -3141437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3141439.500000 Penalty: 5183.625000
	Iteration 66Q: 3 clusters Score -3141440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -3141443.000000 Penalty: 5183.625000
	Iteration 67Q: 3 clusters Score -3141443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3141446.500000 Penalty: 5183.625000
	Iteration 68Q: 3 clusters Score -3141446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3141446.500000 Penalty: 5183.625000
	Iteration 69F: 3 clusters Score -3141446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 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 500 members 
Entering Unmasked Estep 
Score: -81285.078125 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81285.08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81681.007812 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81681.01 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81921.984375 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81921.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -82237.515625 Penalty: 3428.226807
	Iteration 3F: 3 clusters Score -82237.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -82558.953125 Penalty: 3428.226807
	Iteration 4F: 3 clusters Score -82558.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82903.250000 Penalty: 3428.226807
	Iteration 5F: 3 clusters Score -82903.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83102.062500 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -83102.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83347.757812 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -83347.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83470.492188 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -83470.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83489.968750 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -83489.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83504.820312 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -83504.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -83516.148438 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -83516.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83520.960938 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -83520.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83520.960938 Penalty: 3428.226807
	Iteration 13F: 3 clusters Score -83520.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7033 members 
Mstep: Class 11 contains 34574 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24488 members 
Mstep: Class 15 contains 13446 members 
Mstep: Class 16 contains 438560 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 16641 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 166081 members 
Mstep: Class 22 contains 116270 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 135130 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 571 members 
Entering Unmasked Estep 
Score: -93615216.000000 Penalty: 96286.414062
Splitting cluster 12 changes total score from -93617032.000000 to -93615216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -139493.093750 Penalty: 1844.427124
	Iteration 0F: 2 clusters Score -139493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137095.953125 Penalty: 3688.854248
	Iteration 0F: 3 clusters Score -137096 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -137551.437500 Penalty: 3688.854248
	Iteration 1F: 3 clusters Score -137551.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137707.312500 Penalty: 3688.854248
	Iteration 2F: 3 clusters Score -137707.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -137858.765625 Penalty: 3688.854248
	Iteration 3Q: 3 clusters Score -137858.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -138099.203125 Penalty: 3688.854248
	Iteration 4Q: 3 clusters Score -138099.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -138257.531250 Penalty: 3688.854248
	Iteration 5F: 3 clusters Score -138257.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -138377.046875 Penalty: 3688.854248
	Iteration 6Q: 3 clusters Score -138377 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138535.046875 Penalty: 3688.854248
	Iteration 7Q: 3 clusters Score -138535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -138699.312500 Penalty: 3688.854248
	Iteration 8Q: 3 clusters Score -138699.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -138839.250000 Penalty: 3688.854248
	Iteration 9Q: 3 clusters Score -138839.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -138951.812500 Penalty: 3688.854248
	Iteration 10Q: 3 clusters Score -138951.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -139070.468750 Penalty: 3688.854248
	Iteration 11Q: 3 clusters Score -139070.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -139207.984375 Penalty: 3688.854248
	Iteration 12Q: 3 clusters Score -139208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -139357.484375 Penalty: 3688.854248
	Iteration 13Q: 3 clusters Score -139357.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -139487.312500 Penalty: 3688.854248
	Iteration 14Q: 3 clusters Score -139487.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139602.015625 Penalty: 3688.854248
	Iteration 15Q: 3 clusters Score -139602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -139729.281250 Penalty: 3688.854248
	Iteration 16Q: 3 clusters Score -139729.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -139817.281250 Penalty: 3688.854248
	Iteration 17Q: 3 clusters Score -139817.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -139870.140625 Penalty: 3688.854248
	Iteration 18Q: 3 clusters Score -139870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -139898.640625 Penalty: 3688.854248
	Iteration 19Q: 3 clusters Score -139898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -139907.812500 Penalty: 3688.854248
	Iteration 20F: 3 clusters Score -139907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7033 members 
Mstep: Class 11 contains 34574 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 24488 members 
Mstep: Class 15 contains 13446 members 
Mstep: Class 16 contains 438560 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 16641 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 166081 members 
Mstep: Class 22 contains 116270 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 135130 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1146 members 
Entering Unmasked Estep 
Score: -93615592.000000 Penalty: 96286.414062
Splitting cluster 13 changes total score from -93617032.000000 to -93615592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Entering Unmasked Estep 
Score: -2177233.750000 Penalty: 2506.272949
	Iteration 0F: 2 clusters Score -2177234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2160191.250000 Penalty: 5012.545898
	Iteration 0F: 3 clusters Score -2160191 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2165999.250000 Penalty: 5012.545898
	Iteration 1F: 3 clusters Score -2165999 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2166444.250000 Penalty: 5012.545898
	Iteration 2F: 3 clusters Score -2166444 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2166809.750000 Penalty: 5012.545898
	Iteration 3Q: 3 clusters Score -2166810 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2167167.250000 Penalty: 5012.545898
	Iteration 4Q: 3 clusters Score -2167167 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2167552.750000 Penalty: 5012.545898
	Iteration 5Q: 3 clusters Score -2167553 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2167967.750000 Penalty: 5012.545898
	Iteration 6Q: 3 clusters Score -2167968 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2168336.500000 Penalty: 5012.545898
	Iteration 7Q: 3 clusters Score -2168336 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2168760.250000 Penalty: 5012.545898
	Iteration 8Q: 3 clusters Score -2168760 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2169191.750000 Penalty: 5012.545898
	Iteration 9Q: 3 clusters Score -2169192 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2169618.500000 Penalty: 5012.545898
	Iteration 10Q: 3 clusters Score -2169618 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2170005.500000 Penalty: 5012.545898
	Iteration 11Q: 3 clusters Score -2170006 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2170341.500000 Penalty: 5012.545898
	Iteration 12Q: 3 clusters Score -2170342 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2170659.500000 Penalty: 5012.545898
	Iteration 13Q: 3 clusters Score -2170660 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2170973.250000 Penalty: 5012.545898
	Iteration 14Q: 3 clusters Score -2170973 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2171277.000000 Penalty: 5012.545898
	Iteration 15Q: 3 clusters Score -2171277 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2171619.000000 Penalty: 5012.545898
	Iteration 16Q: 3 clusters Score -2171619 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2171923.000000 Penalty: 5012.545898
	Iteration 17Q: 3 clusters Score -2171923 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2172192.000000 Penalty: 5012.545898
	Iteration 18Q: 3 clusters Score -2172192 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2172428.500000 Penalty: 5012.545898
	Iteration 19Q: 3 clusters Score -2172428 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2172604.750000 Penalty: 5012.545898
	Iteration 20F: 3 clusters Score -2172605 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2172740.000000 Penalty: 5012.545898
	Iteration 21Q: 3 clusters Score -2172740 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2172845.000000 Penalty: 5012.545898
	Iteration 22Q: 3 clusters Score -2172845 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2172922.750000 Penalty: 5012.545898
	Iteration 23Q: 3 clusters Score -2172923 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2172980.000000 Penalty: 5012.545898
	Iteration 24Q: 3 clusters Score -2172980 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2173027.500000 Penalty: 5012.545898
	Iteration 25Q: 3 clusters Score -2173028 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2173103.000000 Penalty: 5012.545898
	Iteration 26Q: 3 clusters Score -2173103 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2173195.250000 Penalty: 5012.545898
	Iteration 27Q: 3 clusters Score -2173195 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2173280.250000 Penalty: 5012.545898
	Iteration 28Q: 3 clusters Score -2173280 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2173374.250000 Penalty: 5012.545898
	Iteration 29Q: 3 clusters Score -2173374 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2173456.000000 Penalty: 5012.545898
	Iteration 30Q: 3 clusters Score -2173456 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2173560.000000 Penalty: 5012.545898
	Iteration 31Q: 3 clusters Score -2173560 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2173623.000000 Penalty: 5012.545898
	Iteration 32Q: 3 clusters Score -2173623 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2173686.000000 Penalty: 5012.545898
	Iteration 33Q: 3 clusters Score -2173686 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2173743.000000 Penalty: 5012.545898
	Iteration 34Q: 3 clusters Score -2173743 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2173773.500000 Penalty: 5012.545898
	Iteration 35Q: 3 clusters Score -2173774 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2173808.250000 Penalty: 5012.545898
	Iteration 36Q: 3 clusters Score -2173808 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2173852.000000 Penalty: 5012.545898
	Iteration 37Q: 3 clusters Score -2173852 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2173868.500000 Penalty: 5012.545898
	Iteration 38Q: 3 clusters Score -2173868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2173889.000000 Penalty: 5012.545898
	Iteration 39Q: 3 clusters Score -2173889 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2173918.000000 Penalty: 5012.545898
	Iteration 40F: 3 clusters Score -2173918 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2173924.250000 Penalty: 5012.545898
	Iteration 41Q: 3 clusters Score -2173924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2173938.500000 Penalty: 5012.545898
	Iteration 42Q: 3 clusters Score -2173938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2173939.250000 Penalty: 5012.545898
	Iteration 43Q: 3 clusters Score -2173939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2173953.500000 Penalty: 5012.545898
	Iteration 44Q: 3 clusters Score -2173954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2173954.500000 Penalty: 5012.545898
	Iteration 45Q: 3 clusters Score -2173954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2173962.500000 Penalty: 5012.545898
	Iteration 46Q: 3 clusters Score -2173962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2173966.000000 Penalty: 5012.545898
	Iteration 47Q: 3 clusters Score -2173966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2173974.000000 Penalty: 5012.545898
	Iteration 48Q: 3 clusters Score -2173974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2173976.250000 Penalty: 5012.545898
	Iteration 49Q: 3 clusters Score -2173976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2173978.500000 Penalty: 5012.545898
	Iteration 50Q: 3 clusters Score -2173978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2173980.000000 Penalty: 5012.545898
	Iteration 51Q: 3 clusters Score -2173980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2173988.250000 Penalty: 5012.545898
	Iteration 52Q: 3 clusters Score -2173988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2173992.750000 Penalty: 5012.545898
	Iteration 53Q: 3 clusters Score -2173993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2173994.250000 Penalty: 5012.545898
	Iteration 54Q: 3 clusters Score -2173994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2173994.000000 Penalty: 5012.545898
	Iteration 55Q: 3 clusters Score -2173994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2173992.000000 Penalty: 5012.545898
	Iteration 56Q: 3 clusters Score -2173992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2173990.250000 Penalty: 5012.545898
	Iteration 57Q: 3 clusters Score -2173990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2173992.250000 Penalty: 5012.545898
	Iteration 58Q: 3 clusters Score -2173992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2173989.250000 Penalty: 5012.545898
	Iteration 59Q: 3 clusters Score -2173989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2173992.750000 Penalty: 5012.545898
	Iteration 60F: 3 clusters Score -2173993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2173994.000000 Penalty: 5012.545898
	Iteration 61Q: 3 clusters Score -2173994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2173998.750000 Penalty: 5012.545898
	Iteration 62Q: 3 clusters Score -2173999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2173993.750000 Penalty: 5012.545898
	Iteration 63Q: 3 clusters Score -2173994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2173991.250000 Penalty: 5012.545898
	Iteration 64Q: 3 clusters Score -2173991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2173992.500000 Penalty: 5012.545898
	Iteration 65Q: 3 clusters Score -2173992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2173993.500000 Penalty: 5012.545898
	Iteration 66Q: 3 clusters Score -2173994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2173992.750000 Penalty: 5012.545898
	Iteration 67Q: 3 clusters Score -2173993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2173995.250000 Penalty: 5012.545898
	Iteration 68Q: 3 clusters Score -2173995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2173995.750000 Penalty: 5012.545898
	Iteration 69Q: 3 clusters Score -2173996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2173995.750000 Penalty: 5012.545898
	Iteration 70F: 3 clusters Score -2173996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Entering Unmasked Estep 
Score: -1164631.875000 Penalty: 2357.596436
	Iteration 0F: 2 clusters Score -1164632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1154757.375000 Penalty: 4715.192871
	Iteration 0F: 3 clusters Score -1154757 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1157952.625000 Penalty: 4715.192871
	Iteration 1F: 3 clusters Score -1157953 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1158572.500000 Penalty: 4715.192871
	Iteration 2F: 3 clusters Score -1158572 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1159346.500000 Penalty: 4715.192871
	Iteration 3F: 3 clusters Score -1159346 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1160311.750000 Penalty: 4715.192871
	Iteration 4F: 3 clusters Score -1160312 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1161301.000000 Penalty: 4715.192871
	Iteration 5F: 3 clusters Score -1161301 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1162111.750000 Penalty: 4715.192871
	Iteration 6F: 3 clusters Score -1162112 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1162691.375000 Penalty: 4715.192871
	Iteration 7F: 3 clusters Score -1162691 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1163069.000000 Penalty: 4715.192871
	Iteration 8Q: 3 clusters Score -1163069 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1163305.750000 Penalty: 4715.192871
	Iteration 9Q: 3 clusters Score -1163306 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1163464.750000 Penalty: 4715.192871
	Iteration 10Q: 3 clusters Score -1163465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1163587.625000 Penalty: 4715.192871
	Iteration 11Q: 3 clusters Score -1163588 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1163702.500000 Penalty: 4715.192871
	Iteration 12Q: 3 clusters Score -1163702 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1163789.125000 Penalty: 4715.192871
	Iteration 13Q: 3 clusters Score -1163789 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1163871.375000 Penalty: 4715.192871
	Iteration 14Q: 3 clusters Score -1163871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1163925.000000 Penalty: 4715.192871
	Iteration 15Q: 3 clusters Score -1163925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1163959.375000 Penalty: 4715.192871
	Iteration 16Q: 3 clusters Score -1163959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1163973.125000 Penalty: 4715.192871
	Iteration 17Q: 3 clusters Score -1163973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1163992.875000 Penalty: 4715.192871
	Iteration 18Q: 3 clusters Score -1163993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1164000.000000 Penalty: 4715.192871
	Iteration 19Q: 3 clusters Score -1164000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1164003.875000 Penalty: 4715.192871
	Iteration 20F: 3 clusters Score -1164004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1164013.625000 Penalty: 4715.192871
	Iteration 21Q: 3 clusters Score -1164014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1164017.750000 Penalty: 4715.192871
	Iteration 22Q: 3 clusters Score -1164018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1164030.500000 Penalty: 4715.192871
	Iteration 23Q: 3 clusters Score -1164030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1164037.625000 Penalty: 4715.192871
	Iteration 24Q: 3 clusters Score -1164038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1164035.375000 Penalty: 4715.192871
	Iteration 25Q: 3 clusters Score -1164035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1164037.375000 Penalty: 4715.192871
	Iteration 26Q: 3 clusters Score -1164037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1164037.750000 Penalty: 4715.192871
	Iteration 27Q: 3 clusters Score -1164038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1164038.500000 Penalty: 4715.192871
	Iteration 28Q: 3 clusters Score -1164038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1164038.500000 Penalty: 4715.192871
	Iteration 29F: 3 clusters Score -1164038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438560 members 
Entering Unmasked Estep 
Score: -40295160.000000 Penalty: 3221.830566
	Iteration 0F: 2 clusters Score -4.029516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219252 members 
Mstep: Class 2 contains 219308 members 
Entering Unmasked Estep 
Score: -40000468.000000 Penalty: 6443.661133
	Iteration 0F: 3 clusters Score -4.000047e+07 nChanged 213290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220100 members 
Mstep: Class 2 contains 218460 members 
Entering Unmasked Estep 
Score: -40127172.000000 Penalty: 6443.661133
	Iteration 1F: 3 clusters Score -4.012717e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220653 members 
Mstep: Class 2 contains 217907 members 
Entering Unmasked Estep 
Score: -40129056.000000 Penalty: 6443.661133
	Iteration 2Q: 3 clusters Score -4.012906e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221661 members 
Mstep: Class 2 contains 216899 members 
Entering Unmasked Estep 
Score: -40131528.000000 Penalty: 6443.661133
	Iteration 3Q: 3 clusters Score -4.013153e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223323 members 
Mstep: Class 2 contains 215237 members 
Entering Unmasked Estep 
Score: -40134360.000000 Penalty: 6443.661133
	Iteration 4Q: 3 clusters Score -4.013436e+07 nChanged 14428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225997 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -40138436.000000 Penalty: 6443.661133
	Iteration 5Q: 3 clusters Score -4.013844e+07 nChanged 16872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229963 members 
Mstep: Class 2 contains 208597 members 
Entering Unmasked Estep 
Score: -40144948.000000 Penalty: 6443.661133
	Iteration 6Q: 3 clusters Score -4.014495e+07 nChanged 19522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235517 members 
Mstep: Class 2 contains 203043 members 
Entering Unmasked Estep 
Score: -40152588.000000 Penalty: 6443.661133
	Iteration 7Q: 3 clusters Score -4.015259e+07 nChanged 22178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242965 members 
Mstep: Class 2 contains 195595 members 
Entering Unmasked Estep 
Score: -40163096.000000 Penalty: 6443.661133
	Iteration 8F: 3 clusters Score -4.01631e+07 nChanged 24046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252447 members 
Mstep: Class 2 contains 186113 members 
Entering Unmasked Estep 
Score: -40175468.000000 Penalty: 6443.661133
	Iteration 9F: 3 clusters Score -4.017547e+07 nChanged 24053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263170 members 
Mstep: Class 2 contains 175390 members 
Entering Unmasked Estep 
Score: -40188208.000000 Penalty: 6443.661133
	Iteration 10F: 3 clusters Score -4.018821e+07 nChanged 22202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274146 members 
Mstep: Class 2 contains 164414 members 
Entering Unmasked Estep 
Score: -40200876.000000 Penalty: 6443.661133
	Iteration 11F: 3 clusters Score -4.020088e+07 nChanged 19160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284634 members 
Mstep: Class 2 contains 153926 members 
Entering Unmasked Estep 
Score: -40211612.000000 Penalty: 6443.661133
	Iteration 12Q: 3 clusters Score -4.021161e+07 nChanged 16237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294567 members 
Mstep: Class 2 contains 143993 members 
Entering Unmasked Estep 
Score: -40220176.000000 Penalty: 6443.661133
	Iteration 13Q: 3 clusters Score -4.022018e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304092 members 
Mstep: Class 2 contains 134468 members 
Entering Unmasked Estep 
Score: -40225924.000000 Penalty: 6443.661133
	Iteration 14Q: 3 clusters Score -4.022592e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313668 members 
Mstep: Class 2 contains 124892 members 
Entering Unmasked Estep 
Score: -40229920.000000 Penalty: 6443.661133
	Iteration 15Q: 3 clusters Score -4.022992e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323225 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -40233224.000000 Penalty: 6443.661133
	Iteration 16Q: 3 clusters Score -4.023322e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333007 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -40236552.000000 Penalty: 6443.661133
	Iteration 17Q: 3 clusters Score -4.023655e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343129 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
Score: -40240792.000000 Penalty: 6443.661133
	Iteration 18Q: 3 clusters Score -4.024079e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353515 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -40245408.000000 Penalty: 6443.661133
	Iteration 19Q: 3 clusters Score -4.024541e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363934 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -40250224.000000 Penalty: 6443.661133
	Iteration 20F: 3 clusters Score -4.025022e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374141 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -40255116.000000 Penalty: 6443.661133
	Iteration 21Q: 3 clusters Score -4.025512e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384005 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -40260332.000000 Penalty: 6443.661133
	Iteration 22Q: 3 clusters Score -4.026033e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393290 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -40265728.000000 Penalty: 6443.661133
	Iteration 23Q: 3 clusters Score -4.026573e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401850 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -40271008.000000 Penalty: 6443.661133
	Iteration 24Q: 3 clusters Score -4.027101e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409407 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -40275568.000000 Penalty: 6443.661133
	Iteration 25Q: 3 clusters Score -4.027557e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415823 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -40279720.000000 Penalty: 6443.661133
	Iteration 26Q: 3 clusters Score -4.027972e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421001 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -40282832.000000 Penalty: 6443.661133
	Iteration 27Q: 3 clusters Score -4.028283e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425155 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -40285440.000000 Penalty: 6443.661133
	Iteration 28Q: 3 clusters Score -4.028544e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428326 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -40287264.000000 Penalty: 6443.661133
	Iteration 29Q: 3 clusters Score -4.028726e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430742 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -40288668.000000 Penalty: 6443.661133
	Iteration 30Q: 3 clusters Score -4.028867e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432592 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -40289676.000000 Penalty: 6443.661133
	Iteration 31Q: 3 clusters Score -4.028968e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433935 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -40290288.000000 Penalty: 6443.661133
	Iteration 32Q: 3 clusters Score -4.029029e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434969 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -40290920.000000 Penalty: 6443.661133
	Iteration 33Q: 3 clusters Score -4.029092e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435733 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -40291336.000000 Penalty: 6443.661133
	Iteration 34Q: 3 clusters Score -4.029134e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436276 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -40291432.000000 Penalty: 6443.661133
	Iteration 35Q: 3 clusters Score -4.029143e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436692 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -40291684.000000 Penalty: 6443.661133
	Iteration 36Q: 3 clusters Score -4.029168e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437005 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -40291812.000000 Penalty: 6443.661133
	Iteration 37Q: 3 clusters Score -4.029181e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437242 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -40291896.000000 Penalty: 6443.661133
	Iteration 38Q: 3 clusters Score -4.02919e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437417 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -40292004.000000 Penalty: 6443.661133
	Iteration 39Q: 3 clusters Score -4.0292e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437543 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -40292112.000000 Penalty: 6443.661133
	Iteration 40F: 3 clusters Score -4.029211e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437639 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -40292128.000000 Penalty: 6443.661133
	Iteration 41Q: 3 clusters Score -4.029213e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437701 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -40292144.000000 Penalty: 6443.661133
	Iteration 42Q: 3 clusters Score -4.029214e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437756 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -40292152.000000 Penalty: 6443.661133
	Iteration 43Q: 3 clusters Score -4.029215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437791 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -40292184.000000 Penalty: 6443.661133
	Iteration 44Q: 3 clusters Score -4.029218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437823 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -40292224.000000 Penalty: 6443.661133
	Iteration 45Q: 3 clusters Score -4.029222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437845 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -40292228.000000 Penalty: 6443.661133
	Iteration 46Q: 3 clusters Score -4.029223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437867 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -40292240.000000 Penalty: 6443.661133
	Iteration 47Q: 3 clusters Score -4.029224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437879 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -40292236.000000 Penalty: 6443.661133
	Iteration 48Q: 3 clusters Score -4.029224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437883 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -40292268.000000 Penalty: 6443.661133
	Iteration 49Q: 3 clusters Score -4.029227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437889 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -40292268.000000 Penalty: 6443.661133
	Iteration 50Q: 3 clusters Score -4.029227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437896 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -40292276.000000 Penalty: 6443.661133
	Iteration 51Q: 3 clusters Score -4.029228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437906 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -40292316.000000 Penalty: 6443.661133
	Iteration 52Q: 3 clusters Score -4.029232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437911 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -40292284.000000 Penalty: 6443.661133
	Iteration 53Q: 3 clusters Score -4.029228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437914 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -40292308.000000 Penalty: 6443.661133
	Iteration 54Q: 3 clusters Score -4.029231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437917 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -40292304.000000 Penalty: 6443.661133
	Iteration 55Q: 3 clusters Score -4.02923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437919 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -40292312.000000 Penalty: 6443.661133
	Iteration 56Q: 3 clusters Score -4.029231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437922 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -40292308.000000 Penalty: 6443.661133
	Iteration 57Q: 3 clusters Score -4.029231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437923 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -40292316.000000 Penalty: 6443.661133
	Iteration 58Q: 3 clusters Score -4.029232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437924 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -40292304.000000 Penalty: 6443.661133
	Iteration 59Q: 3 clusters Score -4.02923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437926 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -40292320.000000 Penalty: 6443.661133
	Iteration 60F: 3 clusters Score -4.029232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437924 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -40292296.000000 Penalty: 6443.661133
	Iteration 61Q: 3 clusters Score -4.02923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437924 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -40292296.000000 Penalty: 6443.661133
	Iteration 62F: 3 clusters Score -4.02923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -672792.750000 Penalty: 2205.844238
	Iteration 0F: 2 clusters Score -672792.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -666872.750000 Penalty: 4411.688477
	Iteration 0F: 3 clusters Score -666872.8 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -668493.250000 Penalty: 4411.688477
	Iteration 1F: 3 clusters Score -668493.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -668710.875000 Penalty: 4411.688477
	Iteration 2F: 3 clusters Score -668710.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -668834.000000 Penalty: 4411.688477
	Iteration 3Q: 3 clusters Score -668834 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -668917.687500 Penalty: 4411.688477
	Iteration 4Q: 3 clusters Score -668917.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -668976.187500 Penalty: 4411.688477
	Iteration 5Q: 3 clusters Score -668976.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -669024.312500 Penalty: 4411.688477
	Iteration 6Q: 3 clusters Score -669024.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -669062.312500 Penalty: 4411.688477
	Iteration 7Q: 3 clusters Score -669062.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -669096.250000 Penalty: 4411.688477
	Iteration 8Q: 3 clusters Score -669096.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -669121.062500 Penalty: 4411.688477
	Iteration 9Q: 3 clusters Score -669121.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -669141.750000 Penalty: 4411.688477
	Iteration 10Q: 3 clusters Score -669141.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -669160.875000 Penalty: 4411.688477
	Iteration 11Q: 3 clusters Score -669160.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -669182.000000 Penalty: 4411.688477
	Iteration 12Q: 3 clusters Score -669182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -669198.562500 Penalty: 4411.688477
	Iteration 13Q: 3 clusters Score -669198.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -669214.437500 Penalty: 4411.688477
	Iteration 14Q: 3 clusters Score -669214.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -669227.562500 Penalty: 4411.688477
	Iteration 15Q: 3 clusters Score -669227.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -669240.250000 Penalty: 4411.688477
	Iteration 16Q: 3 clusters Score -669240.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -669255.875000 Penalty: 4411.688477
	Iteration 17Q: 3 clusters Score -669255.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -669268.125000 Penalty: 4411.688477
	Iteration 18Q: 3 clusters Score -669268.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -669278.250000 Penalty: 4411.688477
	Iteration 19Q: 3 clusters Score -669278.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -669289.375000 Penalty: 4411.688477
	Iteration 20F: 3 clusters Score -669289.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -669298.000000 Penalty: 4411.688477
	Iteration 21Q: 3 clusters Score -669298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -669304.062500 Penalty: 4411.688477
	Iteration 22Q: 3 clusters Score -669304.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -669312.750000 Penalty: 4411.688477
	Iteration 23Q: 3 clusters Score -669312.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -669321.812500 Penalty: 4411.688477
	Iteration 24Q: 3 clusters Score -669321.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -669330.875000 Penalty: 4411.688477
	Iteration 25Q: 3 clusters Score -669330.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -669340.125000 Penalty: 4411.688477
	Iteration 26Q: 3 clusters Score -669340.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -669348.250000 Penalty: 4411.688477
	Iteration 27Q: 3 clusters Score -669348.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -669359.562500 Penalty: 4411.688477
	Iteration 28Q: 3 clusters Score -669359.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -669369.062500 Penalty: 4411.688477
	Iteration 29Q: 3 clusters Score -669369.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -669379.937500 Penalty: 4411.688477
	Iteration 30Q: 3 clusters Score -669379.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -669390.875000 Penalty: 4411.688477
	Iteration 31Q: 3 clusters Score -669390.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -669401.062500 Penalty: 4411.688477
	Iteration 32Q: 3 clusters Score -669401.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -669407.687500 Penalty: 4411.688477
	Iteration 33Q: 3 clusters Score -669407.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -669418.375000 Penalty: 4411.688477
	Iteration 34Q: 3 clusters Score -669418.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -669430.187500 Penalty: 4411.688477
	Iteration 35Q: 3 clusters Score -669430.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -669439.562500 Penalty: 4411.688477
	Iteration 36Q: 3 clusters Score -669439.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -669452.875000 Penalty: 4411.688477
	Iteration 37Q: 3 clusters Score -669452.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -669465.687500 Penalty: 4411.688477
	Iteration 38Q: 3 clusters Score -669465.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -669479.187500 Penalty: 4411.688477
	Iteration 39Q: 3 clusters Score -669479.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -669495.062500 Penalty: 4411.688477
	Iteration 40F: 3 clusters Score -669495.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -669511.187500 Penalty: 4411.688477
	Iteration 41Q: 3 clusters Score -669511.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -669524.000000 Penalty: 4411.688477
	Iteration 42Q: 3 clusters Score -669524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -669541.750000 Penalty: 4411.688477
	Iteration 43Q: 3 clusters Score -669541.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -669559.562500 Penalty: 4411.688477
	Iteration 44Q: 3 clusters Score -669559.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -669578.250000 Penalty: 4411.688477
	Iteration 45Q: 3 clusters Score -669578.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -669595.687500 Penalty: 4411.688477
	Iteration 46Q: 3 clusters Score -669595.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -669612.937500 Penalty: 4411.688477
	Iteration 47Q: 3 clusters Score -669612.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -669628.187500 Penalty: 4411.688477
	Iteration 48Q: 3 clusters Score -669628.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -669643.875000 Penalty: 4411.688477
	Iteration 49Q: 3 clusters Score -669643.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -669662.500000 Penalty: 4411.688477
	Iteration 50Q: 3 clusters Score -669662.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -669682.062500 Penalty: 4411.688477
	Iteration 51Q: 3 clusters Score -669682.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -669707.312500 Penalty: 4411.688477
	Iteration 52Q: 3 clusters Score -669707.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -669731.812500 Penalty: 4411.688477
	Iteration 53Q: 3 clusters Score -669731.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -669759.562500 Penalty: 4411.688477
	Iteration 54Q: 3 clusters Score -669759.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -669781.812500 Penalty: 4411.688477
	Iteration 55Q: 3 clusters Score -669781.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -669800.375000 Penalty: 4411.688477
	Iteration 56Q: 3 clusters Score -669800.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -669820.687500 Penalty: 4411.688477
	Iteration 57Q: 3 clusters Score -669820.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -669846.687500 Penalty: 4411.688477
	Iteration 58Q: 3 clusters Score -669846.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -669874.187500 Penalty: 4411.688477
	Iteration 59Q: 3 clusters Score -669874.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -669903.250000 Penalty: 4411.688477
	Iteration 60F: 3 clusters Score -669903.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -669932.687500 Penalty: 4411.688477
	Iteration 61Q: 3 clusters Score -669932.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -669960.625000 Penalty: 4411.688477
	Iteration 62Q: 3 clusters Score -669960.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -669990.812500 Penalty: 4411.688477
	Iteration 63Q: 3 clusters Score -669990.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -670020.812500 Penalty: 4411.688477
	Iteration 64Q: 3 clusters Score -670020.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -670054.937500 Penalty: 4411.688477
	Iteration 65Q: 3 clusters Score -670054.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -670098.875000 Penalty: 4411.688477
	Iteration 66Q: 3 clusters Score -670098.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -670136.437500 Penalty: 4411.688477
	Iteration 67Q: 3 clusters Score -670136.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -670167.812500 Penalty: 4411.688477
	Iteration 68Q: 3 clusters Score -670167.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -670192.562500 Penalty: 4411.688477
	Iteration 69Q: 3 clusters Score -670192.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -670214.437500 Penalty: 4411.688477
	Iteration 70Q: 3 clusters Score -670214.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -670244.625000 Penalty: 4411.688477
	Iteration 71Q: 3 clusters Score -670244.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -670282.000000 Penalty: 4411.688477
	Iteration 72Q: 3 clusters Score -670282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -670319.250000 Penalty: 4411.688477
	Iteration 73Q: 3 clusters Score -670319.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -670354.375000 Penalty: 4411.688477
	Iteration 74Q: 3 clusters Score -670354.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -670395.187500 Penalty: 4411.688477
	Iteration 75Q: 3 clusters Score -670395.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -670426.375000 Penalty: 4411.688477
	Iteration 76Q: 3 clusters Score -670426.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -670454.000000 Penalty: 4411.688477
	Iteration 77Q: 3 clusters Score -670454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -670487.562500 Penalty: 4411.688477
	Iteration 78Q: 3 clusters Score -670487.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -670514.250000 Penalty: 4411.688477
	Iteration 79Q: 3 clusters Score -670514.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -670537.375000 Penalty: 4411.688477
	Iteration 80F: 3 clusters Score -670537.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -670557.500000 Penalty: 4411.688477
	Iteration 81Q: 3 clusters Score -670557.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -670577.125000 Penalty: 4411.688477
	Iteration 82Q: 3 clusters Score -670577.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -670593.312500 Penalty: 4411.688477
	Iteration 83Q: 3 clusters Score -670593.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -670616.125000 Penalty: 4411.688477
	Iteration 84Q: 3 clusters Score -670616.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -670630.437500 Penalty: 4411.688477
	Iteration 85Q: 3 clusters Score -670630.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -670642.125000 Penalty: 4411.688477
	Iteration 86Q: 3 clusters Score -670642.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -670653.250000 Penalty: 4411.688477
	Iteration 87Q: 3 clusters Score -670653.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -670667.250000 Penalty: 4411.688477
	Iteration 88Q: 3 clusters Score -670667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -670681.562500 Penalty: 4411.688477
	Iteration 89Q: 3 clusters Score -670681.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -670693.500000 Penalty: 4411.688477
	Iteration 90Q: 3 clusters Score -670693.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -670699.062500 Penalty: 4411.688477
	Iteration 91Q: 3 clusters Score -670699.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -670707.000000 Penalty: 4411.688477
	Iteration 92Q: 3 clusters Score -670707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -670715.187500 Penalty: 4411.688477
	Iteration 93Q: 3 clusters Score -670715.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -670726.687500 Penalty: 4411.688477
	Iteration 94Q: 3 clusters Score -670726.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -670737.062500 Penalty: 4411.688477
	Iteration 95Q: 3 clusters Score -670737.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -670745.125000 Penalty: 4411.688477
	Iteration 96Q: 3 clusters Score -670745.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -670755.187500 Penalty: 4411.688477
	Iteration 97Q: 3 clusters Score -670755.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -670765.687500 Penalty: 4411.688477
	Iteration 98Q: 3 clusters Score -670765.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -670777.125000 Penalty: 4411.688477
	Iteration 99Q: 3 clusters Score -670777.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -670784.812500 Penalty: 4411.688477
	Iteration 100F: 3 clusters Score -670784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -670793.187500 Penalty: 4411.688477
	Iteration 101Q: 3 clusters Score -670793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -670797.875000 Penalty: 4411.688477
	Iteration 102Q: 3 clusters Score -670797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -670805.437500 Penalty: 4411.688477
	Iteration 103Q: 3 clusters Score -670805.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -670811.875000 Penalty: 4411.688477
	Iteration 104Q: 3 clusters Score -670811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -670817.812500 Penalty: 4411.688477
	Iteration 105Q: 3 clusters Score -670817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -670818.750000 Penalty: 4411.688477
	Iteration 106Q: 3 clusters Score -670818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -670818.750000 Penalty: 4411.688477
	Iteration 107F: 3 clusters Score -670818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Entering Unmasked Estep 
Score: -1403200.500000 Penalty: 2410.466797
	Iteration 0F: 2 clusters Score -1403200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1391236.750000 Penalty: 4820.933594
	Iteration 0F: 3 clusters Score -1391237 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1395107.375000 Penalty: 4820.933594
	Iteration 1F: 3 clusters Score -1395107 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1395539.375000 Penalty: 4820.933594
	Iteration 2F: 3 clusters Score -1395539 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1396030.250000 Penalty: 4820.933594
	Iteration 3F: 3 clusters Score -1396030 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1396691.625000 Penalty: 4820.933594
	Iteration 4F: 3 clusters Score -1396692 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1397518.000000 Penalty: 4820.933594
	Iteration 5F: 3 clusters Score -1397518 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1398482.000000 Penalty: 4820.933594
	Iteration 6F: 3 clusters Score -1398482 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1399410.625000 Penalty: 4820.933594
	Iteration 7F: 3 clusters Score -1399411 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1400099.000000 Penalty: 4820.933594
	Iteration 8Q: 3 clusters Score -1400099 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1400578.750000 Penalty: 4820.933594
	Iteration 9Q: 3 clusters Score -1400579 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1400880.000000 Penalty: 4820.933594
	Iteration 10Q: 3 clusters Score -1400880 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1401036.625000 Penalty: 4820.933594
	Iteration 11Q: 3 clusters Score -1401037 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1401117.875000 Penalty: 4820.933594
	Iteration 12Q: 3 clusters Score -1401118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1401185.750000 Penalty: 4820.933594
	Iteration 13Q: 3 clusters Score -1401186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1401216.375000 Penalty: 4820.933594
	Iteration 14Q: 3 clusters Score -1401216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1401237.625000 Penalty: 4820.933594
	Iteration 15Q: 3 clusters Score -1401238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1401252.875000 Penalty: 4820.933594
	Iteration 16Q: 3 clusters Score -1401253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1401261.000000 Penalty: 4820.933594
	Iteration 17Q: 3 clusters Score -1401261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1401268.500000 Penalty: 4820.933594
	Iteration 18Q: 3 clusters Score -1401268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1401275.125000 Penalty: 4820.933594
	Iteration 19Q: 3 clusters Score -1401275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1401283.500000 Penalty: 4820.933594
	Iteration 20F: 3 clusters Score -1401284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1401291.625000 Penalty: 4820.933594
	Iteration 21Q: 3 clusters Score -1401292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1401293.375000 Penalty: 4820.933594
	Iteration 22Q: 3 clusters Score -1401293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1401299.375000 Penalty: 4820.933594
	Iteration 23Q: 3 clusters Score -1401299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1401306.750000 Penalty: 4820.933594
	Iteration 24Q: 3 clusters Score -1401307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1401310.125000 Penalty: 4820.933594
	Iteration 25Q: 3 clusters Score -1401310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1401311.000000 Penalty: 4820.933594
	Iteration 26Q: 3 clusters Score -1401311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1401311.500000 Penalty: 4820.933594
	Iteration 27Q: 3 clusters Score -1401312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1401314.000000 Penalty: 4820.933594
	Iteration 28Q: 3 clusters Score -1401314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1401315.000000 Penalty: 4820.933594
	Iteration 29Q: 3 clusters Score -1401315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1401314.125000 Penalty: 4820.933594
	Iteration 30Q: 3 clusters Score -1401314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1401316.375000 Penalty: 4820.933594
	Iteration 31Q: 3 clusters Score -1401316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1401318.125000 Penalty: 4820.933594
	Iteration 32Q: 3 clusters Score -1401318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1401319.250000 Penalty: 4820.933594
	Iteration 33Q: 3 clusters Score -1401319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1401319.250000 Penalty: 4820.933594
	Iteration 34F: 3 clusters Score -1401319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Entering Unmasked Estep 
Score: -1363540.500000 Penalty: 2394.446533
	Iteration 0F: 2 clusters Score -1363540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1352251.000000 Penalty: 4788.893066
	Iteration 0F: 3 clusters Score -1352251 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1355945.125000 Penalty: 4788.893066
	Iteration 1F: 3 clusters Score -1355945 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1356395.250000 Penalty: 4788.893066
	Iteration 2F: 3 clusters Score -1356395 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1356770.250000 Penalty: 4788.893066
	Iteration 3F: 3 clusters Score -1356770 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1357093.875000 Penalty: 4788.893066
	Iteration 4Q: 3 clusters Score -1357094 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1357418.500000 Penalty: 4788.893066
	Iteration 5Q: 3 clusters Score -1357418 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1357833.125000 Penalty: 4788.893066
	Iteration 6Q: 3 clusters Score -1357833 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1358374.375000 Penalty: 4788.893066
	Iteration 7F: 3 clusters Score -1358374 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1359018.250000 Penalty: 4788.893066
	Iteration 8F: 3 clusters Score -1359018 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1359686.250000 Penalty: 4788.893066
	Iteration 9F: 3 clusters Score -1359686 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1360321.125000 Penalty: 4788.893066
	Iteration 10Q: 3 clusters Score -1360321 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1360810.500000 Penalty: 4788.893066
	Iteration 11Q: 3 clusters Score -1360810 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1361110.000000 Penalty: 4788.893066
	Iteration 12Q: 3 clusters Score -1361110 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1361284.500000 Penalty: 4788.893066
	Iteration 13Q: 3 clusters Score -1361284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1361371.625000 Penalty: 4788.893066
	Iteration 14Q: 3 clusters Score -1361372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1361418.625000 Penalty: 4788.893066
	Iteration 15Q: 3 clusters Score -1361419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1361454.750000 Penalty: 4788.893066
	Iteration 16Q: 3 clusters Score -1361455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1361476.125000 Penalty: 4788.893066
	Iteration 17Q: 3 clusters Score -1361476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1361491.375000 Penalty: 4788.893066
	Iteration 18Q: 3 clusters Score -1361491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1361503.750000 Penalty: 4788.893066
	Iteration 19Q: 3 clusters Score -1361504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1361514.250000 Penalty: 4788.893066
	Iteration 20F: 3 clusters Score -1361514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1361523.625000 Penalty: 4788.893066
	Iteration 21Q: 3 clusters Score -1361524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1361531.500000 Penalty: 4788.893066
	Iteration 22Q: 3 clusters Score -1361532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1361534.625000 Penalty: 4788.893066
	Iteration 23Q: 3 clusters Score -1361535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1361545.000000 Penalty: 4788.893066
	Iteration 24Q: 3 clusters Score -1361545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1361550.000000 Penalty: 4788.893066
	Iteration 25Q: 3 clusters Score -1361550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1361552.625000 Penalty: 4788.893066
	Iteration 26Q: 3 clusters Score -1361553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1361555.875000 Penalty: 4788.893066
	Iteration 27Q: 3 clusters Score -1361556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1361558.500000 Penalty: 4788.893066
	Iteration 28Q: 3 clusters Score -1361558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1361559.625000 Penalty: 4788.893066
	Iteration 29Q: 3 clusters Score -1361560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1361559.625000 Penalty: 4788.893066
	Iteration 30F: 3 clusters Score -1361560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -418366.343750 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -418366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -413981.843750 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -413981.8 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -414973.718750 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -414973.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -415204.500000 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -415204.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -415330.906250 Penalty: 4201.793945
	Iteration 3F: 3 clusters Score -415330.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -415414.812500 Penalty: 4201.793945
	Iteration 4Q: 3 clusters Score -415414.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -415472.437500 Penalty: 4201.793945
	Iteration 5Q: 3 clusters Score -415472.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -415511.062500 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -415511.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -415547.843750 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -415547.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -415575.750000 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -415575.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -415593.312500 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -415593.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -415608.906250 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -415608.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -415621.343750 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -415621.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -415634.343750 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -415634.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -415643.093750 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -415643.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -415651.062500 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -415651.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -415658.312500 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -415658.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -415665.843750 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -415665.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -415678.000000 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -415678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -415688.156250 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -415688.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -415695.218750 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -415695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -415699.812500 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -415699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -415705.906250 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -415705.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -415710.593750 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -415710.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -415714.593750 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -415714.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -415717.312500 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -415717.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -415720.218750 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -415720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -415722.000000 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -415722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -415725.093750 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -415725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -415727.906250 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -415727.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -415734.156250 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -415734.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -415742.062500 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -415742.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -415748.375000 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -415748.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -415751.375000 Penalty: 4201.793945
	Iteration 32Q: 3 clusters Score -415751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -415756.125000 Penalty: 4201.793945
	Iteration 33Q: 3 clusters Score -415756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -415758.562500 Penalty: 4201.793945
	Iteration 34Q: 3 clusters Score -415758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -415759.875000 Penalty: 4201.793945
	Iteration 35Q: 3 clusters Score -415759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -415763.312500 Penalty: 4201.793945
	Iteration 36Q: 3 clusters Score -415763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -415765.906250 Penalty: 4201.793945
	Iteration 37Q: 3 clusters Score -415765.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -415769.093750 Penalty: 4201.793945
	Iteration 38Q: 3 clusters Score -415769.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -415773.125000 Penalty: 4201.793945
	Iteration 39Q: 3 clusters Score -415773.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -415776.312500 Penalty: 4201.793945
	Iteration 40F: 3 clusters Score -415776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -415779.781250 Penalty: 4201.793945
	Iteration 41Q: 3 clusters Score -415779.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -415784.281250 Penalty: 4201.793945
	Iteration 42Q: 3 clusters Score -415784.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -415789.562500 Penalty: 4201.793945
	Iteration 43Q: 3 clusters Score -415789.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -415795.125000 Penalty: 4201.793945
	Iteration 44Q: 3 clusters Score -415795.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -415800.437500 Penalty: 4201.793945
	Iteration 45Q: 3 clusters Score -415800.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -415808.031250 Penalty: 4201.793945
	Iteration 46Q: 3 clusters Score -415808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -415811.937500 Penalty: 4201.793945
	Iteration 47Q: 3 clusters Score -415811.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -415816.156250 Penalty: 4201.793945
	Iteration 48Q: 3 clusters Score -415816.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -415816.531250 Penalty: 4201.793945
	Iteration 49Q: 3 clusters Score -415816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -415818.250000 Penalty: 4201.793945
	Iteration 50Q: 3 clusters Score -415818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -415820.187500 Penalty: 4201.793945
	Iteration 51Q: 3 clusters Score -415820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -415822.406250 Penalty: 4201.793945
	Iteration 52Q: 3 clusters Score -415822.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -415826.468750 Penalty: 4201.793945
	Iteration 53Q: 3 clusters Score -415826.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -415830.656250 Penalty: 4201.793945
	Iteration 54Q: 3 clusters Score -415830.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -415832.312500 Penalty: 4201.793945
	Iteration 55Q: 3 clusters Score -415832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -415835.562500 Penalty: 4201.793945
	Iteration 56Q: 3 clusters Score -415835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -415840.000000 Penalty: 4201.793945
	Iteration 57Q: 3 clusters Score -415840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -415844.406250 Penalty: 4201.793945
	Iteration 58Q: 3 clusters Score -415844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -415846.468750 Penalty: 4201.793945
	Iteration 59Q: 3 clusters Score -415846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -415848.718750 Penalty: 4201.793945
	Iteration 60F: 3 clusters Score -415848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -415850.781250 Penalty: 4201.793945
	Iteration 61Q: 3 clusters Score -415850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -415851.750000 Penalty: 4201.793945
	Iteration 62Q: 3 clusters Score -415851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -415853.750000 Penalty: 4201.793945
	Iteration 63Q: 3 clusters Score -415853.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -415855.937500 Penalty: 4201.793945
	Iteration 64Q: 3 clusters Score -415855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -415858.437500 Penalty: 4201.793945
	Iteration 65Q: 3 clusters Score -415858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -415861.843750 Penalty: 4201.793945
	Iteration 66Q: 3 clusters Score -415861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -415864.343750 Penalty: 4201.793945
	Iteration 67Q: 3 clusters Score -415864.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -415867.125000 Penalty: 4201.793945
	Iteration 68Q: 3 clusters Score -415867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -415869.843750 Penalty: 4201.793945
	Iteration 69Q: 3 clusters Score -415869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -415871.593750 Penalty: 4201.793945
	Iteration 70Q: 3 clusters Score -415871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -415874.312500 Penalty: 4201.793945
	Iteration 71Q: 3 clusters Score -415874.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -415876.000000 Penalty: 4201.793945
	Iteration 72Q: 3 clusters Score -415876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -415876.406250 Penalty: 4201.793945
	Iteration 73Q: 3 clusters Score -415876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -415877.937500 Penalty: 4201.793945
	Iteration 74Q: 3 clusters Score -415877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -415879.218750 Penalty: 4201.793945
	Iteration 75Q: 3 clusters Score -415879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -415880.625000 Penalty: 4201.793945
	Iteration 76Q: 3 clusters Score -415880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -415882.156250 Penalty: 4201.793945
	Iteration 77Q: 3 clusters Score -415882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -415882.718750 Penalty: 4201.793945
	Iteration 78Q: 3 clusters Score -415882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -415883.093750 Penalty: 4201.793945
	Iteration 79Q: 3 clusters Score -415883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -415883.531250 Penalty: 4201.793945
	Iteration 80F: 3 clusters Score -415883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -415884.375000 Penalty: 4201.793945
	Iteration 81Q: 3 clusters Score -415884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -415885.500000 Penalty: 4201.793945
	Iteration 82Q: 3 clusters Score -415885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -415885.750000 Penalty: 4201.793945
	Iteration 83Q: 3 clusters Score -415885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -415886.312500 Penalty: 4201.793945
	Iteration 84Q: 3 clusters Score -415886.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -415886.718750 Penalty: 4201.793945
	Iteration 85Q: 3 clusters Score -415886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -415886.718750 Penalty: 4201.793945
	Iteration 86F: 3 clusters Score -415886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166081 members 
Entering Unmasked Estep 
Score: -14860556.000000 Penalty: 2981.017334
	Iteration 0F: 2 clusters Score -1.486056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 82935 members 
Entering Unmasked Estep 
Score: -14749222.000000 Penalty: 5962.034668
	Iteration 0F: 3 clusters Score -1.474922e+07 nChanged 79635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -14795714.000000 Penalty: 5962.034668
	Iteration 1F: 3 clusters Score -1.479571e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -14797090.000000 Penalty: 5962.034668
	Iteration 2Q: 3 clusters Score -1.479709e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -14798889.000000 Penalty: 5962.034668
	Iteration 3Q: 3 clusters Score -1.479889e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92019 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -14801488.000000 Penalty: 5962.034668
	Iteration 4Q: 3 clusters Score -1.480149e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -14805334.000000 Penalty: 5962.034668
	Iteration 5Q: 3 clusters Score -1.480533e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -14810828.000000 Penalty: 5962.034668
	Iteration 6F: 3 clusters Score -1.481083e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112077 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -14818045.000000 Penalty: 5962.034668
	Iteration 7F: 3 clusters Score -1.481804e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121641 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -14826251.000000 Penalty: 5962.034668
	Iteration 8F: 3 clusters Score -1.482625e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130946 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -14833940.000000 Penalty: 5962.034668
	Iteration 9F: 3 clusters Score -1.483394e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139019 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -14840207.000000 Penalty: 5962.034668
	Iteration 10F: 3 clusters Score -1.484021e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145803 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -14845134.000000 Penalty: 5962.034668
	Iteration 11Q: 3 clusters Score -1.484513e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -14849008.000000 Penalty: 5962.034668
	Iteration 12Q: 3 clusters Score -1.484901e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155747 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -14852023.000000 Penalty: 5962.034668
	Iteration 13Q: 3 clusters Score -1.485202e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158877 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -14854122.000000 Penalty: 5962.034668
	Iteration 14Q: 3 clusters Score -1.485412e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -14855522.000000 Penalty: 5962.034668
	Iteration 15Q: 3 clusters Score -1.485552e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162544 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -14856334.000000 Penalty: 5962.034668
	Iteration 16Q: 3 clusters Score -1.485633e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163533 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -14856915.000000 Penalty: 5962.034668
	Iteration 17Q: 3 clusters Score -1.485692e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164156 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -14857295.000000 Penalty: 5962.034668
	Iteration 18Q: 3 clusters Score -1.48573e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164568 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -14857521.000000 Penalty: 5962.034668
	Iteration 19Q: 3 clusters Score -1.485752e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -14857759.000000 Penalty: 5962.034668
	Iteration 20F: 3 clusters Score -1.485776e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165053 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14857869.000000 Penalty: 5962.034668
	Iteration 21Q: 3 clusters Score -1.485787e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14857941.000000 Penalty: 5962.034668
	Iteration 22Q: 3 clusters Score -1.485794e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165230 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14857971.000000 Penalty: 5962.034668
	Iteration 23Q: 3 clusters Score -1.485797e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165284 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -14857998.000000 Penalty: 5962.034668
	Iteration 24Q: 3 clusters Score -1.4858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14857994.000000 Penalty: 5962.034668
	Iteration 25Q: 3 clusters Score -1.485799e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165336 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -14858020.000000 Penalty: 5962.034668
	Iteration 26Q: 3 clusters Score -1.485802e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -14858035.000000 Penalty: 5962.034668
	Iteration 27Q: 3 clusters Score -1.485804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165363 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14858030.000000 Penalty: 5962.034668
	Iteration 28Q: 3 clusters Score -1.485803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14858041.000000 Penalty: 5962.034668
	Iteration 29Q: 3 clusters Score -1.485804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14858043.000000 Penalty: 5962.034668
	Iteration 30Q: 3 clusters Score -1.485804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14858041.000000 Penalty: 5962.034668
	Iteration 31Q: 3 clusters Score -1.485804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165381 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14858047.000000 Penalty: 5962.034668
	Iteration 32Q: 3 clusters Score -1.485805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165385 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14858037.000000 Penalty: 5962.034668
	Iteration 33Q: 3 clusters Score -1.485804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14858049.000000 Penalty: 5962.034668
	Iteration 34Q: 3 clusters Score -1.485805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165389 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14858043.000000 Penalty: 5962.034668
	Iteration 35Q: 3 clusters Score -1.485804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14858044.000000 Penalty: 5962.034668
	Iteration 36Q: 3 clusters Score -1.485804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14858037.000000 Penalty: 5962.034668
	Iteration 37Q: 3 clusters Score -1.485804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14858037.000000 Penalty: 5962.034668
	Iteration 38F: 3 clusters Score -1.485804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116270 members 
Entering Unmasked Estep 
Score: -10667939.000000 Penalty: 2892.590332
	Iteration 0F: 2 clusters Score -1.066794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -10590216.000000 Penalty: 5785.180664
	Iteration 0F: 3 clusters Score -1.059022e+07 nChanged 55263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -10622110.000000 Penalty: 5785.180664
	Iteration 1F: 3 clusters Score -1.062211e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -10623019.000000 Penalty: 5785.180664
	Iteration 2Q: 3 clusters Score -1.062302e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -10624292.000000 Penalty: 5785.180664
	Iteration 3Q: 3 clusters Score -1.062429e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -10626131.000000 Penalty: 5785.180664
	Iteration 4Q: 3 clusters Score -1.062613e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -10629073.000000 Penalty: 5785.180664
	Iteration 5F: 3 clusters Score -1.062907e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -10634160.000000 Penalty: 5785.180664
	Iteration 6F: 3 clusters Score -1.063416e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -10642045.000000 Penalty: 5785.180664
	Iteration 7F: 3 clusters Score -1.064204e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -10651557.000000 Penalty: 5785.180664
	Iteration 8F: 3 clusters Score -1.065156e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109176 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -10659088.000000 Penalty: 5785.180664
	Iteration 9F: 3 clusters Score -1.065909e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -10662920.000000 Penalty: 5785.180664
	Iteration 10Q: 3 clusters Score -1.066292e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10664460.000000 Penalty: 5785.180664
	Iteration 11Q: 3 clusters Score -1.066446e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10665006.000000 Penalty: 5785.180664
	Iteration 12Q: 3 clusters Score -1.066501e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10665198.000000 Penalty: 5785.180664
	Iteration 13Q: 3 clusters Score -1.06652e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10665248.000000 Penalty: 5785.180664
	Iteration 14Q: 3 clusters Score -1.066525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115889 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10665291.000000 Penalty: 5785.180664
	Iteration 15Q: 3 clusters Score -1.066529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10665330.000000 Penalty: 5785.180664
	Iteration 16Q: 3 clusters Score -1.066533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10665368.000000 Penalty: 5785.180664
	Iteration 17Q: 3 clusters Score -1.066537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10665381.000000 Penalty: 5785.180664
	Iteration 18Q: 3 clusters Score -1.066538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10665394.000000 Penalty: 5785.180664
	Iteration 19Q: 3 clusters Score -1.066539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115933 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10665402.000000 Penalty: 5785.180664
	Iteration 20F: 3 clusters Score -1.06654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115936 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10665412.000000 Penalty: 5785.180664
	Iteration 21Q: 3 clusters Score -1.066541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115939 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10665421.000000 Penalty: 5785.180664
	Iteration 22Q: 3 clusters Score -1.066542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10665418.000000 Penalty: 5785.180664
	Iteration 23Q: 3 clusters Score -1.066542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10665417.000000 Penalty: 5785.180664
	Iteration 24Q: 3 clusters Score -1.066542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10665418.000000 Penalty: 5785.180664
	Iteration 25Q: 3 clusters Score -1.066542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10665424.000000 Penalty: 5785.180664
	Iteration 26Q: 3 clusters Score -1.066542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10665424.000000 Penalty: 5785.180664
	Iteration 27F: 3 clusters Score -1.066542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126815.546875 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126815.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127307.546875 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127307.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -127603.421875 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127603.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127971.343750 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -127971.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128315.421875 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -128315.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128774.492188 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -128774.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129050.203125 Penalty: 3656.882324
	Iteration 6F: 3 clusters Score -129050.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129340.195312 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -129340.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -129537.375000 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -129537.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129594.164062 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -129594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129600.921875 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -129600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129601.906250 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -129601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -129604.640625 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -129604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129605.203125 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -129605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129605.671875 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -129605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129606.070312 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -129606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129606.070312 Penalty: 3656.882324
	Iteration 16F: 3 clusters Score -129606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7033 members 
Mstep: Class 11 contains 34574 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24488 members 
Mstep: Class 15 contains 13446 members 
Mstep: Class 16 contains 438560 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 16641 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 166081 members 
Mstep: Class 22 contains 116270 members 
Mstep: Class 23 contains 993 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 135130 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 599 members 
Entering Unmasked Estep 
Score: -93615376.000000 Penalty: 96286.414062
Splitting cluster 23 changes total score from -93617032.000000 to -93615376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27404.380859 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -27404.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26034.718750 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -26034.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26139.785156 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -26139.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26185.091797 Penalty: 2922.255371
	Iteration 2Q: 3 clusters Score -26185.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26219.091797 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -26219.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26238.900391 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -26238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26245.359375 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -26245.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26256.554688 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -26256.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26256.554688 Penalty: 2922.255371
	Iteration 7F: 3 clusters Score -26256.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135130 members 
Entering Unmasked Estep 
Score: -12378267.000000 Penalty: 2929.870117
	Iteration 0F: 2 clusters Score -1.237827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -12288010.000000 Penalty: 5859.740234
	Iteration 0F: 3 clusters Score -1.228801e+07 nChanged 64422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -12325107.000000 Penalty: 5859.740234
	Iteration 1F: 3 clusters Score -1.232511e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -12326059.000000 Penalty: 5859.740234
	Iteration 2Q: 3 clusters Score -1.232606e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -12327456.000000 Penalty: 5859.740234
	Iteration 3Q: 3 clusters Score -1.232746e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -12329624.000000 Penalty: 5859.740234
	Iteration 4Q: 3 clusters Score -1.232962e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -12333363.000000 Penalty: 5859.740234
	Iteration 5F: 3 clusters Score -1.233336e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -12339496.000000 Penalty: 5859.740234
	Iteration 6F: 3 clusters Score -1.23395e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -12348233.000000 Penalty: 5859.740234
	Iteration 7F: 3 clusters Score -1.234823e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -12358173.000000 Penalty: 5859.740234
	Iteration 8F: 3 clusters Score -1.235817e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -12366640.000000 Penalty: 5859.740234
	Iteration 9F: 3 clusters Score -1.236664e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 129954 members 
Entering Unmasked Estep 
Score: -12371477.000000 Penalty: 5859.740234
	Iteration 10Q: 3 clusters Score -1.237148e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 132584 members 
Entering Unmasked Estep 
Score: -12373812.000000 Penalty: 5859.740234
	Iteration 11Q: 3 clusters Score -1.237381e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 133708 members 
Entering Unmasked Estep 
Score: -12374708.000000 Penalty: 5859.740234
	Iteration 12Q: 3 clusters Score -1.237471e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 134214 members 
Entering Unmasked Estep 
Score: -12375146.000000 Penalty: 5859.740234
	Iteration 13Q: 3 clusters Score -1.237515e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -12375379.000000 Penalty: 5859.740234
	Iteration 14Q: 3 clusters Score -1.237538e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 134563 members 
Entering Unmasked Estep 
Score: -12375506.000000 Penalty: 5859.740234
	Iteration 15Q: 3 clusters Score -1.237551e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 134624 members 
Entering Unmasked Estep 
Score: -12375607.000000 Penalty: 5859.740234
	Iteration 16Q: 3 clusters Score -1.237561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 134653 members 
Entering Unmasked Estep 
Score: -12375640.000000 Penalty: 5859.740234
	Iteration 17Q: 3 clusters Score -1.237564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 134668 members 
Entering Unmasked Estep 
Score: -12375653.000000 Penalty: 5859.740234
	Iteration 18Q: 3 clusters Score -1.237565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 134673 members 
Entering Unmasked Estep 
Score: -12375672.000000 Penalty: 5859.740234
	Iteration 19Q: 3 clusters Score -1.237567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 134678 members 
Entering Unmasked Estep 
Score: -12375684.000000 Penalty: 5859.740234
	Iteration 20F: 3 clusters Score -1.237568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -12375683.000000 Penalty: 5859.740234
	Iteration 21Q: 3 clusters Score -1.237568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -12375689.000000 Penalty: 5859.740234
	Iteration 22Q: 3 clusters Score -1.237569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 134688 members 
Entering Unmasked Estep 
Score: -12375689.000000 Penalty: 5859.740234
	Iteration 23Q: 3 clusters Score -1.237569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 134690 members 
Entering Unmasked Estep 
Score: -12375686.000000 Penalty: 5859.740234
	Iteration 24Q: 3 clusters Score -1.237569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 134691 members 
Entering Unmasked Estep 
Score: -12375685.000000 Penalty: 5859.740234
	Iteration 25Q: 3 clusters Score -1.237568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 134695 members 
Entering Unmasked Estep 
Score: -12375681.000000 Penalty: 5859.740234
	Iteration 26Q: 3 clusters Score -1.237568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 134696 members 
Entering Unmasked Estep 
Score: -12375698.000000 Penalty: 5859.740234
	Iteration 27Q: 3 clusters Score -1.23757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 134696 members 
Entering Unmasked Estep 
Score: -12375691.000000 Penalty: 5859.740234
	Iteration 28Q: 3 clusters Score -1.237569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 134698 members 
Entering Unmasked Estep 
Score: -12375694.000000 Penalty: 5859.740234
	Iteration 29Q: 3 clusters Score -1.237569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 134703 members 
Entering Unmasked Estep 
Score: -12375701.000000 Penalty: 5859.740234
	Iteration 30Q: 3 clusters Score -1.23757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 134702 members 
Entering Unmasked Estep 
Score: -12375711.000000 Penalty: 5859.740234
	Iteration 31Q: 3 clusters Score -1.237571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 134702 members 
Entering Unmasked Estep 
Score: -12375716.000000 Penalty: 5859.740234
	Iteration 32Q: 3 clusters Score -1.237572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 134702 members 
Entering Unmasked Estep 
Score: -12375725.000000 Penalty: 5859.740234
	Iteration 33Q: 3 clusters Score -1.237572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 134704 members 
Entering Unmasked Estep 
Score: -12375736.000000 Penalty: 5859.740234
	Iteration 34Q: 3 clusters Score -1.237574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 134706 members 
Entering Unmasked Estep 
Score: -12375724.000000 Penalty: 5859.740234
	Iteration 35Q: 3 clusters Score -1.237572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -12375736.000000 Penalty: 5859.740234
	Iteration 36Q: 3 clusters Score -1.237574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -12375730.000000 Penalty: 5859.740234
	Iteration 37Q: 3 clusters Score -1.237573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -12375730.000000 Penalty: 5859.740234
	Iteration 38F: 3 clusters Score -1.237573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15144.029297 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15144.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15235.069336 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15235.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15245.549805 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15245.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15245.549805 Penalty: 2684.176270
	Iteration 3F: 3 clusters Score -15245.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -44540.484375 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -44540.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42996.761719 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -42996.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43279.945312 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -43279.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43399.187500 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -43399.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43506.828125 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -43506.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43562.960938 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -43562.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43595.746094 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -43595.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43618.750000 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -43618.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43648.902344 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -43648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43655.652344 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -43655.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43664.046875 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -43664.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43668.191406 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -43668.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43670.996094 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -43671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43670.996094 Penalty: 3157.769287
	Iteration 12F: 3 clusters Score -43671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7033 members 
Mstep: Class 11 contains 34574 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24488 members 
Mstep: Class 15 contains 13446 members 
Mstep: Class 16 contains 438560 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 16641 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 166081 members 
Mstep: Class 22 contains 116270 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 135130 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616832.000000 Penalty: 92847.609375
Iteration 119Q: 28 clusters Score -9.361683e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 5489 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 7 contains 37367 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 11 contains 34844 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24500 members 
Mstep: Class 15 contains 13473 members 
Mstep: Class 16 contains 438564 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 16643 members 
Mstep: Class 19 contains 15592 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 166077 members 
Mstep: Class 22 contains 116265 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 134799 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617024.000000 Penalty: 92847.609375
Iteration 120F: 28 clusters Score -9.361702e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 37298 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 35063 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24513 members 
Mstep: Class 15 contains 13485 members 
Mstep: Class 16 contains 438567 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 16648 members 
Mstep: Class 19 contains 15580 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 166078 members 
Mstep: Class 22 contains 116274 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 134486 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616816.000000 Penalty: 92847.609375
Iteration 121Q: 28 clusters Score -9.361682e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 4825 members 
Mstep: Class 7 contains 37218 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 35281 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24530 members 
Mstep: Class 15 contains 13504 members 
Mstep: Class 16 contains 438588 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 15557 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 166064 members 
Mstep: Class 22 contains 116288 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 134192 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616808.000000 Penalty: 92847.609375
Iteration 122Q: 28 clusters Score -9.361681e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 4823 members 
Mstep: Class 7 contains 37122 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7479 members 
Mstep: Class 11 contains 35525 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24546 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 438605 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 16647 members 
Mstep: Class 19 contains 15541 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 166069 members 
Mstep: Class 22 contains 116292 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 133868 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616944.000000 Penalty: 92847.609375
Iteration 123Q: 28 clusters Score -9.361694e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 35758 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24564 members 
Mstep: Class 15 contains 13534 members 
Mstep: Class 16 contains 438618 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 16651 members 
Mstep: Class 19 contains 15538 members 
Mstep: Class 20 contains 4786 members 
Mstep: Class 21 contains 166049 members 
Mstep: Class 22 contains 116283 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 133552 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617128.000000 Penalty: 92847.609375
Iteration 124Q: 28 clusters Score -9.361713e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 5490 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 36960 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 35955 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24578 members 
Mstep: Class 15 contains 13550 members 
Mstep: Class 16 contains 438639 members 
Mstep: Class 17 contains 7303 members 
Mstep: Class 18 contains 16660 members 
Mstep: Class 19 contains 15534 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 166027 members 
Mstep: Class 22 contains 116277 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 133273 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617056.000000 Penalty: 92847.609375
Iteration 125Q: 28 clusters Score -9.361706e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6562 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 5490 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 36889 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 36152 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24588 members 
Mstep: Class 15 contains 13566 members 
Mstep: Class 16 contains 438647 members 
Mstep: Class 17 contains 7308 members 
Mstep: Class 18 contains 16666 members 
Mstep: Class 19 contains 15529 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 165994 members 
Mstep: Class 22 contains 116279 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 133018 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617208.000000 Penalty: 92847.609375
Iteration 126Q: 28 clusters Score -9.361721e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6558 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 36382 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24609 members 
Mstep: Class 15 contains 13581 members 
Mstep: Class 16 contains 438665 members 
Mstep: Class 17 contains 7308 members 
Mstep: Class 18 contains 16671 members 
Mstep: Class 19 contains 15517 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 165965 members 
Mstep: Class 22 contains 116261 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 132742 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617160.000000 Penalty: 92847.609375
Iteration 127Q: 28 clusters Score -9.361716e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 36764 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8073 members 
Mstep: Class 11 contains 36597 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24619 members 
Mstep: Class 15 contains 13591 members 
Mstep: Class 16 contains 438692 members 
Mstep: Class 17 contains 7307 members 
Mstep: Class 18 contains 16677 members 
Mstep: Class 19 contains 15496 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 165939 members 
Mstep: Class 22 contains 116266 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 132474 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617384.000000 Penalty: 92847.609375
Iteration 128Q: 28 clusters Score -9.361738e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 5653 members 
Mstep: Class 5 contains 5488 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 36709 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8175 members 
Mstep: Class 11 contains 36805 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24634 members 
Mstep: Class 15 contains 13602 members 
Mstep: Class 16 contains 438703 members 
Mstep: Class 17 contains 7307 members 
Mstep: Class 18 contains 16685 members 
Mstep: Class 19 contains 15486 members 
Mstep: Class 20 contains 4795 members 
Mstep: Class 21 contains 165935 members 
Mstep: Class 22 contains 116271 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 132177 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617520.000000 Penalty: 92847.609375
Iteration 129Q: 28 clusters Score -9.361752e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 36649 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 37014 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24658 members 
Mstep: Class 15 contains 13614 members 
Mstep: Class 16 contains 438711 members 
Mstep: Class 17 contains 7307 members 
Mstep: Class 18 contains 16687 members 
Mstep: Class 19 contains 15478 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 165914 members 
Mstep: Class 22 contains 116263 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 131910 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617520.000000 Penalty: 92847.609375
Iteration 130Q: 28 clusters Score -9.361752e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 36580 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8375 members 
Mstep: Class 11 contains 37255 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24678 members 
Mstep: Class 15 contains 13627 members 
Mstep: Class 16 contains 438718 members 
Mstep: Class 17 contains 7307 members 
Mstep: Class 18 contains 16689 members 
Mstep: Class 19 contains 15476 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 165880 members 
Mstep: Class 22 contains 116274 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 131607 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617688.000000 Penalty: 92847.609375
Iteration 131Q: 28 clusters Score -9.361769e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 5659 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8466 members 
Mstep: Class 11 contains 37471 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24703 members 
Mstep: Class 15 contains 13638 members 
Mstep: Class 16 contains 438731 members 
Mstep: Class 17 contains 7309 members 
Mstep: Class 18 contains 16688 members 
Mstep: Class 19 contains 15476 members 
Mstep: Class 20 contains 4802 members 
Mstep: Class 21 contains 165856 members 
Mstep: Class 22 contains 116282 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 131325 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617872.000000 Penalty: 92847.609375
Iteration 132Q: 28 clusters Score -9.361787e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 36440 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 37687 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24716 members 
Mstep: Class 15 contains 13649 members 
Mstep: Class 16 contains 438732 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 16690 members 
Mstep: Class 19 contains 15481 members 
Mstep: Class 20 contains 4804 members 
Mstep: Class 21 contains 165856 members 
Mstep: Class 22 contains 116283 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 131034 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617792.000000 Penalty: 92847.609375
Iteration 133Q: 28 clusters Score -9.361779e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 36378 members 
Mstep: Class 8 contains 3989 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8651 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24728 members 
Mstep: Class 15 contains 13657 members 
Mstep: Class 16 contains 438736 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 16688 members 
Mstep: Class 19 contains 15486 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 165848 members 
Mstep: Class 22 contains 116308 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 130698 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617888.000000 Penalty: 92847.609375
Iteration 134Q: 28 clusters Score -9.361789e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6545 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 36320 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 38177 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24742 members 
Mstep: Class 15 contains 13662 members 
Mstep: Class 16 contains 438733 members 
Mstep: Class 17 contains 7319 members 
Mstep: Class 18 contains 16694 members 
Mstep: Class 19 contains 15492 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 165864 members 
Mstep: Class 22 contains 116317 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 130373 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617864.000000 Penalty: 92847.609375
Iteration 135Q: 28 clusters Score -9.361786e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 36268 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 38415 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24761 members 
Mstep: Class 15 contains 13669 members 
Mstep: Class 16 contains 438733 members 
Mstep: Class 17 contains 7324 members 
Mstep: Class 18 contains 16704 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 165840 members 
Mstep: Class 22 contains 116329 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 130063 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617952.000000 Penalty: 92847.609375
Iteration 136Q: 28 clusters Score -9.361795e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 4809 members 
Mstep: Class 7 contains 36216 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8920 members 
Mstep: Class 11 contains 38635 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24767 members 
Mstep: Class 15 contains 13674 members 
Mstep: Class 16 contains 438740 members 
Mstep: Class 17 contains 7327 members 
Mstep: Class 18 contains 16711 members 
Mstep: Class 19 contains 15487 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 165799 members 
Mstep: Class 22 contains 116343 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 129796 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617968.000000 Penalty: 92847.609375
Iteration 137Q: 28 clusters Score -9.361797e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 4809 members 
Mstep: Class 7 contains 36168 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9005 members 
Mstep: Class 11 contains 38858 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24784 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 438728 members 
Mstep: Class 17 contains 7332 members 
Mstep: Class 18 contains 16704 members 
Mstep: Class 19 contains 15477 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 165770 members 
Mstep: Class 22 contains 116373 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 129533 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617752.000000 Penalty: 92847.609375
Iteration 138Q: 28 clusters Score -9.361775e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 36121 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 39077 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24800 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 16 contains 438728 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 16695 members 
Mstep: Class 19 contains 15469 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 165748 members 
Mstep: Class 22 contains 116406 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 129278 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617696.000000 Penalty: 92847.609375
Iteration 139Q: 28 clusters Score -9.36177e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 36087 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 39304 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24813 members 
Mstep: Class 15 contains 13684 members 
Mstep: Class 16 contains 438714 members 
Mstep: Class 17 contains 7335 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 15472 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 165715 members 
Mstep: Class 22 contains 116424 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 129018 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617800.000000 Penalty: 92847.609375
Iteration 140F: 28 clusters Score -9.36178e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 36049 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 39527 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 13687 members 
Mstep: Class 16 contains 438707 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 16699 members 
Mstep: Class 19 contains 15476 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 165706 members 
Mstep: Class 22 contains 116431 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 128752 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617776.000000 Penalty: 92847.609375
Iteration 141Q: 28 clusters Score -9.361778e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 5641 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 36020 members 
Mstep: Class 8 contains 4024 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 11 contains 39736 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 13691 members 
Mstep: Class 16 contains 438701 members 
Mstep: Class 17 contains 7339 members 
Mstep: Class 18 contains 16703 members 
Mstep: Class 19 contains 15475 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 165700 members 
Mstep: Class 22 contains 116446 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 128483 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617824.000000 Penalty: 92847.609375
Iteration 142Q: 28 clusters Score -9.361782e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 4801 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 39920 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24835 members 
Mstep: Class 15 contains 13694 members 
Mstep: Class 16 contains 438704 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 15484 members 
Mstep: Class 20 contains 4809 members 
Mstep: Class 21 contains 165696 members 
Mstep: Class 22 contains 116459 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 128223 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618008.000000 Penalty: 92847.609375
Iteration 143Q: 28 clusters Score -9.361801e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 35976 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24836 members 
Mstep: Class 15 contains 13696 members 
Mstep: Class 16 contains 438711 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 16708 members 
Mstep: Class 19 contains 15490 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165677 members 
Mstep: Class 22 contains 116486 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 127958 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618072.000000 Penalty: 92847.609375
Iteration 144Q: 28 clusters Score -9.361807e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 35958 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 11 contains 40297 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 13698 members 
Mstep: Class 16 contains 438709 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 15500 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 165671 members 
Mstep: Class 22 contains 116531 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 127674 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618080.000000 Penalty: 92847.609375
Iteration 145Q: 28 clusters Score -9.361808e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 35934 members 
Mstep: Class 8 contains 4053 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 40451 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24838 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 438714 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 16724 members 
Mstep: Class 19 contains 15506 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 165655 members 
Mstep: Class 22 contains 116588 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 127424 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617960.000000 Penalty: 92847.609375
Iteration 146Q: 28 clusters Score -9.361796e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35911 members 
Mstep: Class 8 contains 4062 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 40604 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24842 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 438719 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 16730 members 
Mstep: Class 19 contains 15510 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 165648 members 
Mstep: Class 22 contains 116635 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 127175 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618128.000000 Penalty: 92847.609375
Iteration 147Q: 28 clusters Score -9.361813e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35890 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 40754 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24847 members 
Mstep: Class 15 contains 13709 members 
Mstep: Class 16 contains 438722 members 
Mstep: Class 17 contains 7339 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 15515 members 
Mstep: Class 20 contains 4811 members 
Mstep: Class 21 contains 165651 members 
Mstep: Class 22 contains 116693 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 126900 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618128.000000 Penalty: 92847.609375
Iteration 148Q: 28 clusters Score -9.361813e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35864 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 40907 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24844 members 
Mstep: Class 15 contains 13713 members 
Mstep: Class 16 contains 438732 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 15518 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 165644 members 
Mstep: Class 22 contains 116752 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 126646 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618216.000000 Penalty: 92847.609375
Iteration 149Q: 28 clusters Score -9.361822e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35837 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 41072 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 13714 members 
Mstep: Class 16 contains 438735 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 15523 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165633 members 
Mstep: Class 22 contains 116802 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 126390 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618240.000000 Penalty: 92847.609375
Iteration 150Q: 28 clusters Score -9.361824e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35805 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9768 members 
Mstep: Class 11 contains 41232 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24848 members 
Mstep: Class 15 contains 13717 members 
Mstep: Class 16 contains 438733 members 
Mstep: Class 17 contains 7341 members 
Mstep: Class 18 contains 16727 members 
Mstep: Class 19 contains 15534 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165636 members 
Mstep: Class 22 contains 116860 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 126108 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618232.000000 Penalty: 92847.609375
Iteration 151Q: 28 clusters Score -9.361823e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35779 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9830 members 
Mstep: Class 11 contains 41384 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24835 members 
Mstep: Class 15 contains 13719 members 
Mstep: Class 16 contains 438736 members 
Mstep: Class 17 contains 7341 members 
Mstep: Class 18 contains 16733 members 
Mstep: Class 19 contains 15543 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 165628 members 
Mstep: Class 22 contains 116931 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 125843 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618376.000000 Penalty: 92847.609375
Iteration 152Q: 28 clusters Score -9.361838e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 6556 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35755 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 41538 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 13719 members 
Mstep: Class 16 contains 438733 members 
Mstep: Class 17 contains 7339 members 
Mstep: Class 18 contains 16743 members 
Mstep: Class 19 contains 15553 members 
Mstep: Class 20 contains 4809 members 
Mstep: Class 21 contains 165615 members 
Mstep: Class 22 contains 117003 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 125590 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618648.000000 Penalty: 92847.609375
Iteration 153Q: 28 clusters Score -9.361865e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9914 members 
Mstep: Class 11 contains 41678 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24826 members 
Mstep: Class 15 contains 13723 members 
Mstep: Class 16 contains 438737 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 16751 members 
Mstep: Class 19 contains 15554 members 
Mstep: Class 20 contains 4809 members 
Mstep: Class 21 contains 165595 members 
Mstep: Class 22 contains 117082 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 125352 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618688.000000 Penalty: 92847.609375
Iteration 154Q: 28 clusters Score -9.361869e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35710 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9953 members 
Mstep: Class 11 contains 41839 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24821 members 
Mstep: Class 15 contains 13727 members 
Mstep: Class 16 contains 438741 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 16758 members 
Mstep: Class 19 contains 15551 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165587 members 
Mstep: Class 22 contains 117162 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 125079 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618680.000000 Penalty: 92847.609375
Iteration 155Q: 28 clusters Score -9.361868e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35688 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 42006 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 13729 members 
Mstep: Class 16 contains 438744 members 
Mstep: Class 17 contains 7340 members 
Mstep: Class 18 contains 16762 members 
Mstep: Class 19 contains 15560 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165581 members 
Mstep: Class 22 contains 117258 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 124758 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618872.000000 Penalty: 92847.609375
Iteration 156Q: 28 clusters Score -9.361887e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35659 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10037 members 
Mstep: Class 11 contains 42169 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 13730 members 
Mstep: Class 16 contains 438737 members 
Mstep: Class 17 contains 7339 members 
Mstep: Class 18 contains 16767 members 
Mstep: Class 19 contains 15579 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165592 members 
Mstep: Class 22 contains 117357 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 124424 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618808.000000 Penalty: 92847.609375
Iteration 157Q: 28 clusters Score -9.361881e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10075 members 
Mstep: Class 11 contains 42328 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24834 members 
Mstep: Class 15 contains 13732 members 
Mstep: Class 16 contains 438726 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 16773 members 
Mstep: Class 19 contains 15596 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 165612 members 
Mstep: Class 22 contains 117465 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 124067 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618888.000000 Penalty: 92847.609375
Iteration 158Q: 28 clusters Score -9.361889e+07 nChanged 618
Entering ConstructFrom: 
Score: -93618888.000000 Penalty: 92847.609375
Entering ConstructFrom: 
Trying to split cluster 1 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -40792.574219 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -40792.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39390.765625 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -39390.77 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40293.421875 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -40293.42 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41244.605469 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -41244.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42441.207031 Penalty: 3172.877197
	Iteration 3F: 3 clusters Score -42441.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43064.179688 Penalty: 3172.877197
	Iteration 4F: 3 clusters Score -43064.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43102.343750 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -43102.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43102.343750 Penalty: 3172.877197
	Iteration 6F: 3 clusters Score -43102.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35606 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10125 members 
Mstep: Class 11 contains 42499 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24828 members 
Mstep: Class 15 contains 13732 members 
Mstep: Class 16 contains 438726 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 16778 members 
Mstep: Class 19 contains 15603 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 165636 members 
Mstep: Class 22 contains 117583 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 123703 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 231 members 
Entering Unmasked Estep 
Score: -93619328.000000 Penalty: 96286.414062
Splitting cluster 1 changes total score from -93618888.000000 to -93619328.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -106439.203125 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -106439.2 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 630 members 
Entering Unmasked Estep 
Score: -104308.109375 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -104308.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104635.195312 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -104635.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -104732.101562 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -104732.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104786.859375 Penalty: 3543.625977
	Iteration 3Q: 3 clusters Score -104786.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104829.484375 Penalty: 3543.625977
	Iteration 4Q: 3 clusters Score -104829.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104854.023438 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -104854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104874.296875 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -104874.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104891.117188 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -104891.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -104906.703125 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -104906.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104914.835938 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -104914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104919.718750 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -104919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104925.156250 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -104925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104929.406250 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -104929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104933.593750 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -104933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104941.390625 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -104941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104947.750000 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -104947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104951.687500 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -104951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -104953.382812 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -104953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104954.500000 Penalty: 3543.625977
	Iteration 18Q: 3 clusters Score -104954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104955.273438 Penalty: 3543.625977
	Iteration 19Q: 3 clusters Score -104955.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104957.359375 Penalty: 3543.625977
	Iteration 20F: 3 clusters Score -104957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104957.960938 Penalty: 3543.625977
	Iteration 21Q: 3 clusters Score -104958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104957.960938 Penalty: 3543.625977
	Iteration 22F: 3 clusters Score -104958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Entering Unmasked Estep 
Score: -575844.000000 Penalty: 2179.306152
	Iteration 0F: 2 clusters Score -575844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -570362.000000 Penalty: 4358.612305
	Iteration 0F: 3 clusters Score -570362 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -571767.812500 Penalty: 4358.612305
	Iteration 1F: 3 clusters Score -571767.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -572022.937500 Penalty: 4358.612305
	Iteration 2F: 3 clusters Score -572022.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -572195.875000 Penalty: 4358.612305
	Iteration 3F: 3 clusters Score -572195.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -572314.000000 Penalty: 4358.612305
	Iteration 4Q: 3 clusters Score -572314 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -572390.000000 Penalty: 4358.612305
	Iteration 5Q: 3 clusters Score -572390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -572448.312500 Penalty: 4358.612305
	Iteration 6Q: 3 clusters Score -572448.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -572482.812500 Penalty: 4358.612305
	Iteration 7Q: 3 clusters Score -572482.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -572508.375000 Penalty: 4358.612305
	Iteration 8Q: 3 clusters Score -572508.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -572531.437500 Penalty: 4358.612305
	Iteration 9Q: 3 clusters Score -572531.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -572565.750000 Penalty: 4358.612305
	Iteration 10Q: 3 clusters Score -572565.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -572598.125000 Penalty: 4358.612305
	Iteration 11Q: 3 clusters Score -572598.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -572624.187500 Penalty: 4358.612305
	Iteration 12Q: 3 clusters Score -572624.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -572646.187500 Penalty: 4358.612305
	Iteration 13Q: 3 clusters Score -572646.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -572669.750000 Penalty: 4358.612305
	Iteration 14Q: 3 clusters Score -572669.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -572696.562500 Penalty: 4358.612305
	Iteration 15Q: 3 clusters Score -572696.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -572719.625000 Penalty: 4358.612305
	Iteration 16Q: 3 clusters Score -572719.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -572740.812500 Penalty: 4358.612305
	Iteration 17Q: 3 clusters Score -572740.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -572771.625000 Penalty: 4358.612305
	Iteration 18Q: 3 clusters Score -572771.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -572805.937500 Penalty: 4358.612305
	Iteration 19Q: 3 clusters Score -572805.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -572842.437500 Penalty: 4358.612305
	Iteration 20F: 3 clusters Score -572842.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -572888.937500 Penalty: 4358.612305
	Iteration 21Q: 3 clusters Score -572888.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -572940.375000 Penalty: 4358.612305
	Iteration 22Q: 3 clusters Score -572940.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -572999.250000 Penalty: 4358.612305
	Iteration 23Q: 3 clusters Score -572999.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -573062.437500 Penalty: 4358.612305
	Iteration 24Q: 3 clusters Score -573062.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -573128.562500 Penalty: 4358.612305
	Iteration 25Q: 3 clusters Score -573128.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -573203.812500 Penalty: 4358.612305
	Iteration 26Q: 3 clusters Score -573203.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -573290.000000 Penalty: 4358.612305
	Iteration 27Q: 3 clusters Score -573290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -573378.875000 Penalty: 4358.612305
	Iteration 28Q: 3 clusters Score -573378.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -573459.000000 Penalty: 4358.612305
	Iteration 29Q: 3 clusters Score -573459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -573525.312500 Penalty: 4358.612305
	Iteration 30Q: 3 clusters Score -573525.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -573571.875000 Penalty: 4358.612305
	Iteration 31Q: 3 clusters Score -573571.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -573614.937500 Penalty: 4358.612305
	Iteration 32Q: 3 clusters Score -573614.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -573665.250000 Penalty: 4358.612305
	Iteration 33Q: 3 clusters Score -573665.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -573706.625000 Penalty: 4358.612305
	Iteration 34Q: 3 clusters Score -573706.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -573737.250000 Penalty: 4358.612305
	Iteration 35Q: 3 clusters Score -573737.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -573756.687500 Penalty: 4358.612305
	Iteration 36Q: 3 clusters Score -573756.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -573773.687500 Penalty: 4358.612305
	Iteration 37Q: 3 clusters Score -573773.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -573786.375000 Penalty: 4358.612305
	Iteration 38Q: 3 clusters Score -573786.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -573798.562500 Penalty: 4358.612305
	Iteration 39Q: 3 clusters Score -573798.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -573811.875000 Penalty: 4358.612305
	Iteration 40F: 3 clusters Score -573811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -573820.562500 Penalty: 4358.612305
	Iteration 41Q: 3 clusters Score -573820.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -573837.187500 Penalty: 4358.612305
	Iteration 42Q: 3 clusters Score -573837.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -573846.437500 Penalty: 4358.612305
	Iteration 43Q: 3 clusters Score -573846.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -573851.625000 Penalty: 4358.612305
	Iteration 44Q: 3 clusters Score -573851.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -573855.562500 Penalty: 4358.612305
	Iteration 45Q: 3 clusters Score -573855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -573857.875000 Penalty: 4358.612305
	Iteration 46Q: 3 clusters Score -573857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -573857.937500 Penalty: 4358.612305
	Iteration 47Q: 3 clusters Score -573857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -573857.750000 Penalty: 4358.612305
	Iteration 48Q: 3 clusters Score -573857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -573857.750000 Penalty: 4358.612305
	Iteration 49F: 3 clusters Score -573857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -524586.937500 Penalty: 2142.837158
	Iteration 0F: 2 clusters Score -524586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -519677.593750 Penalty: 4285.674316
	Iteration 0F: 3 clusters Score -519677.6 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -520919.312500 Penalty: 4285.674316
	Iteration 1F: 3 clusters Score -520919.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -521139.375000 Penalty: 4285.674316
	Iteration 2F: 3 clusters Score -521139.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -521310.843750 Penalty: 4285.674316
	Iteration 3F: 3 clusters Score -521310.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -521434.843750 Penalty: 4285.674316
	Iteration 4Q: 3 clusters Score -521434.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -521537.875000 Penalty: 4285.674316
	Iteration 5Q: 3 clusters Score -521537.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -521626.593750 Penalty: 4285.674316
	Iteration 6Q: 3 clusters Score -521626.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -521727.187500 Penalty: 4285.674316
	Iteration 7Q: 3 clusters Score -521727.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -521822.250000 Penalty: 4285.674316
	Iteration 8Q: 3 clusters Score -521822.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -521904.156250 Penalty: 4285.674316
	Iteration 9Q: 3 clusters Score -521904.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -521986.625000 Penalty: 4285.674316
	Iteration 10Q: 3 clusters Score -521986.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -522061.281250 Penalty: 4285.674316
	Iteration 11Q: 3 clusters Score -522061.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -522135.312500 Penalty: 4285.674316
	Iteration 12Q: 3 clusters Score -522135.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -522211.468750 Penalty: 4285.674316
	Iteration 13Q: 3 clusters Score -522211.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -522294.250000 Penalty: 4285.674316
	Iteration 14Q: 3 clusters Score -522294.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -522396.718750 Penalty: 4285.674316
	Iteration 15Q: 3 clusters Score -522396.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -522498.312500 Penalty: 4285.674316
	Iteration 16Q: 3 clusters Score -522498.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -522595.468750 Penalty: 4285.674316
	Iteration 17Q: 3 clusters Score -522595.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -522674.531250 Penalty: 4285.674316
	Iteration 18Q: 3 clusters Score -522674.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -522733.718750 Penalty: 4285.674316
	Iteration 19Q: 3 clusters Score -522733.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -522780.125000 Penalty: 4285.674316
	Iteration 20F: 3 clusters Score -522780.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -522801.937500 Penalty: 4285.674316
	Iteration 21Q: 3 clusters Score -522801.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -522816.031250 Penalty: 4285.674316
	Iteration 22Q: 3 clusters Score -522816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -522823.843750 Penalty: 4285.674316
	Iteration 23Q: 3 clusters Score -522823.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -522832.125000 Penalty: 4285.674316
	Iteration 24Q: 3 clusters Score -522832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -522837.437500 Penalty: 4285.674316
	Iteration 25Q: 3 clusters Score -522837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -522840.968750 Penalty: 4285.674316
	Iteration 26Q: 3 clusters Score -522841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -522843.718750 Penalty: 4285.674316
	Iteration 27Q: 3 clusters Score -522843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -522844.281250 Penalty: 4285.674316
	Iteration 28Q: 3 clusters Score -522844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -522846.156250 Penalty: 4285.674316
	Iteration 29Q: 3 clusters Score -522846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -522845.781250 Penalty: 4285.674316
	Iteration 30Q: 3 clusters Score -522845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -522845.781250 Penalty: 4285.674316
	Iteration 31F: 3 clusters Score -522845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -466374.093750 Penalty: 2136.486328
	Iteration 0F: 2 clusters Score -466374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -461561.531250 Penalty: 4272.972656
	Iteration 0F: 3 clusters Score -461561.5 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -462730.437500 Penalty: 4272.972656
	Iteration 1F: 3 clusters Score -462730.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -463004.906250 Penalty: 4272.972656
	Iteration 2F: 3 clusters Score -463004.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -463222.250000 Penalty: 4272.972656
	Iteration 3F: 3 clusters Score -463222.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -463350.250000 Penalty: 4272.972656
	Iteration 4Q: 3 clusters Score -463350.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -463431.343750 Penalty: 4272.972656
	Iteration 5Q: 3 clusters Score -463431.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -463499.937500 Penalty: 4272.972656
	Iteration 6Q: 3 clusters Score -463499.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -463562.531250 Penalty: 4272.972656
	Iteration 7Q: 3 clusters Score -463562.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -463615.437500 Penalty: 4272.972656
	Iteration 8Q: 3 clusters Score -463615.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -463663.687500 Penalty: 4272.972656
	Iteration 9Q: 3 clusters Score -463663.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -463723.031250 Penalty: 4272.972656
	Iteration 10Q: 3 clusters Score -463723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -463784.406250 Penalty: 4272.972656
	Iteration 11Q: 3 clusters Score -463784.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -463845.562500 Penalty: 4272.972656
	Iteration 12Q: 3 clusters Score -463845.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -463903.625000 Penalty: 4272.972656
	Iteration 13Q: 3 clusters Score -463903.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -463976.531250 Penalty: 4272.972656
	Iteration 14Q: 3 clusters Score -463976.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -464063.812500 Penalty: 4272.972656
	Iteration 15Q: 3 clusters Score -464063.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -464151.125000 Penalty: 4272.972656
	Iteration 16Q: 3 clusters Score -464151.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -464245.375000 Penalty: 4272.972656
	Iteration 17Q: 3 clusters Score -464245.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -464319.281250 Penalty: 4272.972656
	Iteration 18Q: 3 clusters Score -464319.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -464409.656250 Penalty: 4272.972656
	Iteration 19Q: 3 clusters Score -464409.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -464507.593750 Penalty: 4272.972656
	Iteration 20F: 3 clusters Score -464507.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -464606.875000 Penalty: 4272.972656
	Iteration 21Q: 3 clusters Score -464606.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -464703.718750 Penalty: 4272.972656
	Iteration 22Q: 3 clusters Score -464703.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -464822.437500 Penalty: 4272.972656
	Iteration 23Q: 3 clusters Score -464822.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -464932.843750 Penalty: 4272.972656
	Iteration 24Q: 3 clusters Score -464932.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -465015.656250 Penalty: 4272.972656
	Iteration 25Q: 3 clusters Score -465015.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -465094.531250 Penalty: 4272.972656
	Iteration 26Q: 3 clusters Score -465094.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -465157.468750 Penalty: 4272.972656
	Iteration 27Q: 3 clusters Score -465157.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -465211.250000 Penalty: 4272.972656
	Iteration 28Q: 3 clusters Score -465211.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -465262.593750 Penalty: 4272.972656
	Iteration 29Q: 3 clusters Score -465262.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -465308.187500 Penalty: 4272.972656
	Iteration 30Q: 3 clusters Score -465308.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -465359.687500 Penalty: 4272.972656
	Iteration 31Q: 3 clusters Score -465359.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -465415.250000 Penalty: 4272.972656
	Iteration 32Q: 3 clusters Score -465415.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -465485.593750 Penalty: 4272.972656
	Iteration 33Q: 3 clusters Score -465485.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -465558.531250 Penalty: 4272.972656
	Iteration 34Q: 3 clusters Score -465558.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -465630.125000 Penalty: 4272.972656
	Iteration 35Q: 3 clusters Score -465630.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -465718.656250 Penalty: 4272.972656
	Iteration 36Q: 3 clusters Score -465718.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -465759.218750 Penalty: 4272.972656
	Iteration 37Q: 3 clusters Score -465759.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -465791.937500 Penalty: 4272.972656
	Iteration 38Q: 3 clusters Score -465791.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -465800.750000 Penalty: 4272.972656
	Iteration 39Q: 3 clusters Score -465800.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -465808.656250 Penalty: 4272.972656
	Iteration 40F: 3 clusters Score -465808.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -465814.250000 Penalty: 4272.972656
	Iteration 41Q: 3 clusters Score -465814.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -465817.625000 Penalty: 4272.972656
	Iteration 42Q: 3 clusters Score -465817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -465819.656250 Penalty: 4272.972656
	Iteration 43Q: 3 clusters Score -465819.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -465819.656250 Penalty: 4272.972656
	Iteration 44Q: 3 clusters Score -465819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -465819.656250 Penalty: 4272.972656
	Iteration 45F: 3 clusters Score -465819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -412283.125000 Penalty: 2101.104492
	Iteration 0F: 2 clusters Score -412283.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -407968.093750 Penalty: 4202.208984
	Iteration 0F: 3 clusters Score -407968.1 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -408903.468750 Penalty: 4202.208984
	Iteration 1F: 3 clusters Score -408903.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -409113.093750 Penalty: 4202.208984
	Iteration 2F: 3 clusters Score -409113.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -409227.093750 Penalty: 4202.208984
	Iteration 3Q: 3 clusters Score -409227.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -409306.750000 Penalty: 4202.208984
	Iteration 4Q: 3 clusters Score -409306.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -409361.968750 Penalty: 4202.208984
	Iteration 5Q: 3 clusters Score -409362 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -409402.312500 Penalty: 4202.208984
	Iteration 6Q: 3 clusters Score -409402.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -409445.468750 Penalty: 4202.208984
	Iteration 7Q: 3 clusters Score -409445.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -409479.468750 Penalty: 4202.208984
	Iteration 8Q: 3 clusters Score -409479.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -409509.437500 Penalty: 4202.208984
	Iteration 9Q: 3 clusters Score -409509.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -409537.187500 Penalty: 4202.208984
	Iteration 10Q: 3 clusters Score -409537.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -409561.218750 Penalty: 4202.208984
	Iteration 11Q: 3 clusters Score -409561.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -409580.718750 Penalty: 4202.208984
	Iteration 12Q: 3 clusters Score -409580.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -409602.031250 Penalty: 4202.208984
	Iteration 13Q: 3 clusters Score -409602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -409625.468750 Penalty: 4202.208984
	Iteration 14Q: 3 clusters Score -409625.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -409648.875000 Penalty: 4202.208984
	Iteration 15Q: 3 clusters Score -409648.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -409669.093750 Penalty: 4202.208984
	Iteration 16Q: 3 clusters Score -409669.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -409685.687500 Penalty: 4202.208984
	Iteration 17Q: 3 clusters Score -409685.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -409702.875000 Penalty: 4202.208984
	Iteration 18Q: 3 clusters Score -409702.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -409718.375000 Penalty: 4202.208984
	Iteration 19Q: 3 clusters Score -409718.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -409726.312500 Penalty: 4202.208984
	Iteration 20F: 3 clusters Score -409726.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -409736.218750 Penalty: 4202.208984
	Iteration 21Q: 3 clusters Score -409736.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -409750.062500 Penalty: 4202.208984
	Iteration 22Q: 3 clusters Score -409750.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -409760.406250 Penalty: 4202.208984
	Iteration 23Q: 3 clusters Score -409760.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -409773.187500 Penalty: 4202.208984
	Iteration 24Q: 3 clusters Score -409773.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -409783.562500 Penalty: 4202.208984
	Iteration 25Q: 3 clusters Score -409783.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -409795.625000 Penalty: 4202.208984
	Iteration 26Q: 3 clusters Score -409795.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -409806.343750 Penalty: 4202.208984
	Iteration 27Q: 3 clusters Score -409806.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -409817.250000 Penalty: 4202.208984
	Iteration 28Q: 3 clusters Score -409817.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -409827.500000 Penalty: 4202.208984
	Iteration 29Q: 3 clusters Score -409827.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -409839.875000 Penalty: 4202.208984
	Iteration 30Q: 3 clusters Score -409839.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -409856.437500 Penalty: 4202.208984
	Iteration 31Q: 3 clusters Score -409856.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -409868.593750 Penalty: 4202.208984
	Iteration 32Q: 3 clusters Score -409868.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -409880.468750 Penalty: 4202.208984
	Iteration 33Q: 3 clusters Score -409880.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -409894.812500 Penalty: 4202.208984
	Iteration 34Q: 3 clusters Score -409894.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -409907.156250 Penalty: 4202.208984
	Iteration 35Q: 3 clusters Score -409907.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -409918.625000 Penalty: 4202.208984
	Iteration 36Q: 3 clusters Score -409918.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -409930.375000 Penalty: 4202.208984
	Iteration 37Q: 3 clusters Score -409930.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -409944.375000 Penalty: 4202.208984
	Iteration 38Q: 3 clusters Score -409944.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -409957.093750 Penalty: 4202.208984
	Iteration 39Q: 3 clusters Score -409957.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -409977.250000 Penalty: 4202.208984
	Iteration 40F: 3 clusters Score -409977.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -410000.750000 Penalty: 4202.208984
	Iteration 41Q: 3 clusters Score -410000.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -410025.875000 Penalty: 4202.208984
	Iteration 42Q: 3 clusters Score -410025.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -410048.343750 Penalty: 4202.208984
	Iteration 43Q: 3 clusters Score -410048.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -410064.062500 Penalty: 4202.208984
	Iteration 44Q: 3 clusters Score -410064.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -410081.687500 Penalty: 4202.208984
	Iteration 45Q: 3 clusters Score -410081.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -410106.781250 Penalty: 4202.208984
	Iteration 46Q: 3 clusters Score -410106.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -410135.125000 Penalty: 4202.208984
	Iteration 47Q: 3 clusters Score -410135.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -410165.593750 Penalty: 4202.208984
	Iteration 48Q: 3 clusters Score -410165.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -410190.281250 Penalty: 4202.208984
	Iteration 49Q: 3 clusters Score -410190.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -410213.500000 Penalty: 4202.208984
	Iteration 50Q: 3 clusters Score -410213.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -410229.406250 Penalty: 4202.208984
	Iteration 51Q: 3 clusters Score -410229.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -410242.843750 Penalty: 4202.208984
	Iteration 52Q: 3 clusters Score -410242.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -410256.906250 Penalty: 4202.208984
	Iteration 53Q: 3 clusters Score -410256.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -410264.843750 Penalty: 4202.208984
	Iteration 54Q: 3 clusters Score -410264.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -410271.062500 Penalty: 4202.208984
	Iteration 55Q: 3 clusters Score -410271.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -410275.156250 Penalty: 4202.208984
	Iteration 56Q: 3 clusters Score -410275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -410280.750000 Penalty: 4202.208984
	Iteration 57Q: 3 clusters Score -410280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -410283.968750 Penalty: 4202.208984
	Iteration 58Q: 3 clusters Score -410284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -410285.031250 Penalty: 4202.208984
	Iteration 59Q: 3 clusters Score -410285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -410287.468750 Penalty: 4202.208984
	Iteration 60F: 3 clusters Score -410287.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -410291.312500 Penalty: 4202.208984
	Iteration 61Q: 3 clusters Score -410291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -410293.375000 Penalty: 4202.208984
	Iteration 62Q: 3 clusters Score -410293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -410297.000000 Penalty: 4202.208984
	Iteration 63Q: 3 clusters Score -410297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -410300.500000 Penalty: 4202.208984
	Iteration 64Q: 3 clusters Score -410300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -410302.375000 Penalty: 4202.208984
	Iteration 65Q: 3 clusters Score -410302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -410302.250000 Penalty: 4202.208984
	Iteration 66Q: 3 clusters Score -410302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -410302.250000 Penalty: 4202.208984
	Iteration 67F: 3 clusters Score -410302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Entering Unmasked Estep 
Score: -3374822.250000 Penalty: 2599.106934
	Iteration 0F: 2 clusters Score -3374822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3350720.750000 Penalty: 5198.213867
	Iteration 0F: 3 clusters Score -3350721 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3359423.500000 Penalty: 5198.213867
	Iteration 1F: 3 clusters Score -3359424 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3359960.750000 Penalty: 5198.213867
	Iteration 2Q: 3 clusters Score -3359961 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3360481.000000 Penalty: 5198.213867
	Iteration 3Q: 3 clusters Score -3360481 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3360959.000000 Penalty: 5198.213867
	Iteration 4Q: 3 clusters Score -3360959 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3361353.750000 Penalty: 5198.213867
	Iteration 5Q: 3 clusters Score -3361354 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3361773.500000 Penalty: 5198.213867
	Iteration 6Q: 3 clusters Score -3361774 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3362189.500000 Penalty: 5198.213867
	Iteration 7Q: 3 clusters Score -3362190 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3362632.750000 Penalty: 5198.213867
	Iteration 8Q: 3 clusters Score -3362633 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3363058.500000 Penalty: 5198.213867
	Iteration 9Q: 3 clusters Score -3363058 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3363483.000000 Penalty: 5198.213867
	Iteration 10Q: 3 clusters Score -3363483 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3363993.250000 Penalty: 5198.213867
	Iteration 11Q: 3 clusters Score -3363993 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3364572.750000 Penalty: 5198.213867
	Iteration 12Q: 3 clusters Score -3364573 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3365182.750000 Penalty: 5198.213867
	Iteration 13Q: 3 clusters Score -3365183 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3365883.750000 Penalty: 5198.213867
	Iteration 14Q: 3 clusters Score -3365884 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3366642.750000 Penalty: 5198.213867
	Iteration 15Q: 3 clusters Score -3366643 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3367382.250000 Penalty: 5198.213867
	Iteration 16Q: 3 clusters Score -3367382 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3368110.500000 Penalty: 5198.213867
	Iteration 17Q: 3 clusters Score -3368110 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3368820.000000 Penalty: 5198.213867
	Iteration 18Q: 3 clusters Score -3368820 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3369552.250000 Penalty: 5198.213867
	Iteration 19Q: 3 clusters Score -3369552 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3370222.750000 Penalty: 5198.213867
	Iteration 20F: 3 clusters Score -3370223 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3370773.000000 Penalty: 5198.213867
	Iteration 21Q: 3 clusters Score -3370773 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -3371207.750000 Penalty: 5198.213867
	Iteration 22Q: 3 clusters Score -3371208 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -3371549.000000 Penalty: 5198.213867
	Iteration 23Q: 3 clusters Score -3371549 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -3371810.250000 Penalty: 5198.213867
	Iteration 24Q: 3 clusters Score -3371810 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3372014.750000 Penalty: 5198.213867
	Iteration 25Q: 3 clusters Score -3372015 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -3372155.250000 Penalty: 5198.213867
	Iteration 26Q: 3 clusters Score -3372155 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -3372273.500000 Penalty: 5198.213867
	Iteration 27Q: 3 clusters Score -3372274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -3372347.500000 Penalty: 5198.213867
	Iteration 28Q: 3 clusters Score -3372348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3372391.000000 Penalty: 5198.213867
	Iteration 29Q: 3 clusters Score -3372391 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -3372426.750000 Penalty: 5198.213867
	Iteration 30Q: 3 clusters Score -3372427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -3372451.500000 Penalty: 5198.213867
	Iteration 31Q: 3 clusters Score -3372452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3372478.250000 Penalty: 5198.213867
	Iteration 32Q: 3 clusters Score -3372478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -3372489.500000 Penalty: 5198.213867
	Iteration 33Q: 3 clusters Score -3372490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3372507.250000 Penalty: 5198.213867
	Iteration 34Q: 3 clusters Score -3372507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -3372520.000000 Penalty: 5198.213867
	Iteration 35Q: 3 clusters Score -3372520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -3372534.750000 Penalty: 5198.213867
	Iteration 36Q: 3 clusters Score -3372535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -3372549.250000 Penalty: 5198.213867
	Iteration 37Q: 3 clusters Score -3372549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -3372561.250000 Penalty: 5198.213867
	Iteration 38Q: 3 clusters Score -3372561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -3372569.750000 Penalty: 5198.213867
	Iteration 39Q: 3 clusters Score -3372570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -3372576.250000 Penalty: 5198.213867
	Iteration 40F: 3 clusters Score -3372576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -3372578.750000 Penalty: 5198.213867
	Iteration 41Q: 3 clusters Score -3372579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -3372587.250000 Penalty: 5198.213867
	Iteration 42Q: 3 clusters Score -3372587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -3372588.750000 Penalty: 5198.213867
	Iteration 43Q: 3 clusters Score -3372589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -3372587.000000 Penalty: 5198.213867
	Iteration 44Q: 3 clusters Score -3372587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -3372599.500000 Penalty: 5198.213867
	Iteration 45Q: 3 clusters Score -3372600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -3372600.500000 Penalty: 5198.213867
	Iteration 46Q: 3 clusters Score -3372600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -3372601.500000 Penalty: 5198.213867
	Iteration 47Q: 3 clusters Score -3372602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -3372606.750000 Penalty: 5198.213867
	Iteration 48Q: 3 clusters Score -3372607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3372609.000000 Penalty: 5198.213867
	Iteration 49Q: 3 clusters Score -3372609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -3372609.000000 Penalty: 5198.213867
	Iteration 50Q: 3 clusters Score -3372609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3372612.000000 Penalty: 5198.213867
	Iteration 51Q: 3 clusters Score -3372612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -3372617.000000 Penalty: 5198.213867
	Iteration 52Q: 3 clusters Score -3372617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -3372618.000000 Penalty: 5198.213867
	Iteration 53Q: 3 clusters Score -3372618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -3372617.500000 Penalty: 5198.213867
	Iteration 54Q: 3 clusters Score -3372618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -3372616.250000 Penalty: 5198.213867
	Iteration 55Q: 3 clusters Score -3372616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -3372617.250000 Penalty: 5198.213867
	Iteration 56Q: 3 clusters Score -3372617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -3372617.750000 Penalty: 5198.213867
	Iteration 57Q: 3 clusters Score -3372618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -3372617.750000 Penalty: 5198.213867
	Iteration 58F: 3 clusters Score -3372618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -381776.281250 Penalty: 2071.667480
	Iteration 0F: 2 clusters Score -381776.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -377756.781250 Penalty: 4143.334961
	Iteration 0F: 3 clusters Score -377756.8 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -379044.687500 Penalty: 4143.334961
	Iteration 1F: 3 clusters Score -379044.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -379705.281250 Penalty: 4143.334961
	Iteration 2F: 3 clusters Score -379705.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -380281.562500 Penalty: 4143.334961
	Iteration 3F: 3 clusters Score -380281.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -380654.875000 Penalty: 4143.334961
	Iteration 4F: 3 clusters Score -380654.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -380813.625000 Penalty: 4143.334961
	Iteration 5Q: 3 clusters Score -380813.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -380882.937500 Penalty: 4143.334961
	Iteration 6Q: 3 clusters Score -380882.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -380923.968750 Penalty: 4143.334961
	Iteration 7Q: 3 clusters Score -380924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -380949.218750 Penalty: 4143.334961
	Iteration 8Q: 3 clusters Score -380949.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -380960.406250 Penalty: 4143.334961
	Iteration 9Q: 3 clusters Score -380960.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -380968.812500 Penalty: 4143.334961
	Iteration 10Q: 3 clusters Score -380968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -380978.031250 Penalty: 4143.334961
	Iteration 11Q: 3 clusters Score -380978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -380983.656250 Penalty: 4143.334961
	Iteration 12Q: 3 clusters Score -380983.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -380987.687500 Penalty: 4143.334961
	Iteration 13Q: 3 clusters Score -380987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -380990.093750 Penalty: 4143.334961
	Iteration 14Q: 3 clusters Score -380990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -380991.343750 Penalty: 4143.334961
	Iteration 15Q: 3 clusters Score -380991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -380992.000000 Penalty: 4143.334961
	Iteration 16Q: 3 clusters Score -380992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -380992.593750 Penalty: 4143.334961
	Iteration 17Q: 3 clusters Score -380992.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -380992.593750 Penalty: 4143.334961
	Iteration 18F: 3 clusters Score -380992.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65573.515625 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65573.52 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65818.070312 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -65818.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65954.710938 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -65954.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66052.640625 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -66052.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66176.304688 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -66176.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66324.710938 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -66324.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66378.390625 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66378.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66435.640625 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66435.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66499.062500 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66499.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66553.195312 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66553.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66583.546875 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -66583.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66587.281250 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -66587.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66589.296875 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -66589.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66589.296875 Penalty: 3329.023193
	Iteration 13F: 3 clusters Score -66589.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Entering Unmasked Estep 
Score: -902589.000000 Penalty: 2287.245117
	Iteration 0F: 2 clusters Score -902589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -894915.000000 Penalty: 4574.490234
	Iteration 0F: 3 clusters Score -894915 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -897240.812500 Penalty: 4574.490234
	Iteration 1F: 3 clusters Score -897240.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -897783.750000 Penalty: 4574.490234
	Iteration 2F: 3 clusters Score -897783.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -898365.062500 Penalty: 4574.490234
	Iteration 3F: 3 clusters Score -898365.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -898970.125000 Penalty: 4574.490234
	Iteration 4F: 3 clusters Score -898970.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -899590.250000 Penalty: 4574.490234
	Iteration 5F: 3 clusters Score -899590.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -900169.562500 Penalty: 4574.490234
	Iteration 6F: 3 clusters Score -900169.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -900589.500000 Penalty: 4574.490234
	Iteration 7F: 3 clusters Score -900589.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -900863.812500 Penalty: 4574.490234
	Iteration 8Q: 3 clusters Score -900863.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -901042.812500 Penalty: 4574.490234
	Iteration 9Q: 3 clusters Score -901042.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -901157.312500 Penalty: 4574.490234
	Iteration 10Q: 3 clusters Score -901157.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -901241.875000 Penalty: 4574.490234
	Iteration 11Q: 3 clusters Score -901241.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -901298.812500 Penalty: 4574.490234
	Iteration 12Q: 3 clusters Score -901298.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -901335.500000 Penalty: 4574.490234
	Iteration 13Q: 3 clusters Score -901335.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -901362.875000 Penalty: 4574.490234
	Iteration 14Q: 3 clusters Score -901362.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -901372.187500 Penalty: 4574.490234
	Iteration 15Q: 3 clusters Score -901372.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -901385.562500 Penalty: 4574.490234
	Iteration 16Q: 3 clusters Score -901385.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -901396.187500 Penalty: 4574.490234
	Iteration 17Q: 3 clusters Score -901396.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -901401.062500 Penalty: 4574.490234
	Iteration 18Q: 3 clusters Score -901401.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -901410.437500 Penalty: 4574.490234
	Iteration 19Q: 3 clusters Score -901410.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -901415.125000 Penalty: 4574.490234
	Iteration 20F: 3 clusters Score -901415.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -901418.187500 Penalty: 4574.490234
	Iteration 21Q: 3 clusters Score -901418.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -901419.687500 Penalty: 4574.490234
	Iteration 22Q: 3 clusters Score -901419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -901420.375000 Penalty: 4574.490234
	Iteration 23Q: 3 clusters Score -901420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -901420.937500 Penalty: 4574.490234
	Iteration 24Q: 3 clusters Score -901420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -901418.000000 Penalty: 4574.490234
	Iteration 25Q: 3 clusters Score -901418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -901420.125000 Penalty: 4574.490234
	Iteration 26Q: 3 clusters Score -901420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -901418.875000 Penalty: 4574.490234
	Iteration 27Q: 3 clusters Score -901418.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -901421.687500 Penalty: 4574.490234
	Iteration 28Q: 3 clusters Score -901421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -901422.625000 Penalty: 4574.490234
	Iteration 29Q: 3 clusters Score -901422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -901425.187500 Penalty: 4574.490234
	Iteration 30Q: 3 clusters Score -901425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -901423.687500 Penalty: 4574.490234
	Iteration 31Q: 3 clusters Score -901423.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -901426.625000 Penalty: 4574.490234
	Iteration 32Q: 3 clusters Score -901426.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -901433.250000 Penalty: 4574.490234
	Iteration 33Q: 3 clusters Score -901433.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -901434.437500 Penalty: 4574.490234
	Iteration 34Q: 3 clusters Score -901434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -901434.750000 Penalty: 4574.490234
	Iteration 35Q: 3 clusters Score -901434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -901435.562500 Penalty: 4574.490234
	Iteration 36Q: 3 clusters Score -901435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -901436.687500 Penalty: 4574.490234
	Iteration 37Q: 3 clusters Score -901436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -901436.687500 Penalty: 4574.490234
	Iteration 38F: 3 clusters Score -901436.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Entering Unmasked Estep 
Score: -3859561.750000 Penalty: 2642.994629
	Iteration 0F: 2 clusters Score -3859562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3830793.000000 Penalty: 5285.989258
	Iteration 0F: 3 clusters Score -3830793 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3841929.250000 Penalty: 5285.989258
	Iteration 1F: 3 clusters Score -3841929 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3842947.000000 Penalty: 5285.989258
	Iteration 2F: 3 clusters Score -3842947 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3844138.250000 Penalty: 5285.989258
	Iteration 3F: 3 clusters Score -3844138 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3845534.750000 Penalty: 5285.989258
	Iteration 4F: 3 clusters Score -3845535 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3847201.250000 Penalty: 5285.989258
	Iteration 5F: 3 clusters Score -3847201 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3849052.250000 Penalty: 5285.989258
	Iteration 6F: 3 clusters Score -3849052 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3850769.500000 Penalty: 5285.989258
	Iteration 7F: 3 clusters Score -3850770 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3851941.250000 Penalty: 5285.989258
	Iteration 8F: 3 clusters Score -3851941 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3852669.250000 Penalty: 5285.989258
	Iteration 9Q: 3 clusters Score -3852669 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3852991.250000 Penalty: 5285.989258
	Iteration 10Q: 3 clusters Score -3852991 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3853174.750000 Penalty: 5285.989258
	Iteration 11Q: 3 clusters Score -3853175 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3853249.500000 Penalty: 5285.989258
	Iteration 12Q: 3 clusters Score -3853250 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3853306.750000 Penalty: 5285.989258
	Iteration 13Q: 3 clusters Score -3853307 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3853371.250000 Penalty: 5285.989258
	Iteration 14Q: 3 clusters Score -3853371 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3853433.250000 Penalty: 5285.989258
	Iteration 15Q: 3 clusters Score -3853433 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3853482.000000 Penalty: 5285.989258
	Iteration 16Q: 3 clusters Score -3853482 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3853520.500000 Penalty: 5285.989258
	Iteration 17Q: 3 clusters Score -3853520 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3853557.000000 Penalty: 5285.989258
	Iteration 18Q: 3 clusters Score -3853557 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3853606.250000 Penalty: 5285.989258
	Iteration 19Q: 3 clusters Score -3853606 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3853677.500000 Penalty: 5285.989258
	Iteration 20F: 3 clusters Score -3853678 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3853736.750000 Penalty: 5285.989258
	Iteration 21Q: 3 clusters Score -3853737 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -3853805.000000 Penalty: 5285.989258
	Iteration 22Q: 3 clusters Score -3853805 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3853907.750000 Penalty: 5285.989258
	Iteration 23Q: 3 clusters Score -3853908 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3854043.000000 Penalty: 5285.989258
	Iteration 24Q: 3 clusters Score -3854043 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3854143.500000 Penalty: 5285.989258
	Iteration 25Q: 3 clusters Score -3854144 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3854275.750000 Penalty: 5285.989258
	Iteration 26Q: 3 clusters Score -3854276 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -3854428.000000 Penalty: 5285.989258
	Iteration 27Q: 3 clusters Score -3854428 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3854606.250000 Penalty: 5285.989258
	Iteration 28Q: 3 clusters Score -3854606 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3854784.250000 Penalty: 5285.989258
	Iteration 29Q: 3 clusters Score -3854784 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3854966.500000 Penalty: 5285.989258
	Iteration 30Q: 3 clusters Score -3854966 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -3855143.000000 Penalty: 5285.989258
	Iteration 31Q: 3 clusters Score -3855143 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -3855343.500000 Penalty: 5285.989258
	Iteration 32Q: 3 clusters Score -3855344 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -3855523.500000 Penalty: 5285.989258
	Iteration 33Q: 3 clusters Score -3855524 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -3855692.000000 Penalty: 5285.989258
	Iteration 34Q: 3 clusters Score -3855692 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -3855833.500000 Penalty: 5285.989258
	Iteration 35Q: 3 clusters Score -3855834 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -3855957.250000 Penalty: 5285.989258
	Iteration 36Q: 3 clusters Score -3855957 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -3856099.500000 Penalty: 5285.989258
	Iteration 37Q: 3 clusters Score -3856100 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -3856224.250000 Penalty: 5285.989258
	Iteration 38Q: 3 clusters Score -3856224 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -3856339.250000 Penalty: 5285.989258
	Iteration 39Q: 3 clusters Score -3856339 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -3856445.500000 Penalty: 5285.989258
	Iteration 40F: 3 clusters Score -3856446 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -3856575.250000 Penalty: 5285.989258
	Iteration 41Q: 3 clusters Score -3856575 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -3856681.500000 Penalty: 5285.989258
	Iteration 42Q: 3 clusters Score -3856682 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3856758.250000 Penalty: 5285.989258
	Iteration 43Q: 3 clusters Score -3856758 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3856824.250000 Penalty: 5285.989258
	Iteration 44Q: 3 clusters Score -3856824 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -3856872.250000 Penalty: 5285.989258
	Iteration 45Q: 3 clusters Score -3856872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -3856919.250000 Penalty: 5285.989258
	Iteration 46Q: 3 clusters Score -3856919 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -3856957.000000 Penalty: 5285.989258
	Iteration 47Q: 3 clusters Score -3856957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -3857018.500000 Penalty: 5285.989258
	Iteration 48Q: 3 clusters Score -3857018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -3857063.250000 Penalty: 5285.989258
	Iteration 49Q: 3 clusters Score -3857063 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -3857104.500000 Penalty: 5285.989258
	Iteration 50Q: 3 clusters Score -3857104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -3857134.000000 Penalty: 5285.989258
	Iteration 51Q: 3 clusters Score -3857134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -3857170.250000 Penalty: 5285.989258
	Iteration 52Q: 3 clusters Score -3857170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -3857225.250000 Penalty: 5285.989258
	Iteration 53Q: 3 clusters Score -3857225 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -3857252.500000 Penalty: 5285.989258
	Iteration 54Q: 3 clusters Score -3857252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -3857295.250000 Penalty: 5285.989258
	Iteration 55Q: 3 clusters Score -3857295 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -3857331.750000 Penalty: 5285.989258
	Iteration 56Q: 3 clusters Score -3857332 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -3857389.750000 Penalty: 5285.989258
	Iteration 57Q: 3 clusters Score -3857390 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -3857429.750000 Penalty: 5285.989258
	Iteration 58Q: 3 clusters Score -3857430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -3857475.750000 Penalty: 5285.989258
	Iteration 59Q: 3 clusters Score -3857476 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -3857524.250000 Penalty: 5285.989258
	Iteration 60F: 3 clusters Score -3857524 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -3857566.000000 Penalty: 5285.989258
	Iteration 61Q: 3 clusters Score -3857566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -3857615.500000 Penalty: 5285.989258
	Iteration 62Q: 3 clusters Score -3857616 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -3857644.500000 Penalty: 5285.989258
	Iteration 63Q: 3 clusters Score -3857644 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -3857695.000000 Penalty: 5285.989258
	Iteration 64Q: 3 clusters Score -3857695 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -3857731.500000 Penalty: 5285.989258
	Iteration 65Q: 3 clusters Score -3857732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -3857776.000000 Penalty: 5285.989258
	Iteration 66Q: 3 clusters Score -3857776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -3857803.500000 Penalty: 5285.989258
	Iteration 67Q: 3 clusters Score -3857804 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -3857827.750000 Penalty: 5285.989258
	Iteration 68Q: 3 clusters Score -3857828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -3857847.500000 Penalty: 5285.989258
	Iteration 69Q: 3 clusters Score -3857848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -3857882.250000 Penalty: 5285.989258
	Iteration 70Q: 3 clusters Score -3857882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -3857890.500000 Penalty: 5285.989258
	Iteration 71Q: 3 clusters Score -3857890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -3857903.500000 Penalty: 5285.989258
	Iteration 72Q: 3 clusters Score -3857904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -3857921.500000 Penalty: 5285.989258
	Iteration 73Q: 3 clusters Score -3857922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -3857933.250000 Penalty: 5285.989258
	Iteration 74Q: 3 clusters Score -3857933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -3857929.000000 Penalty: 5285.989258
	Iteration 75Q: 3 clusters Score -3857929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -3857927.750000 Penalty: 5285.989258
	Iteration 76Q: 3 clusters Score -3857928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -3857932.750000 Penalty: 5285.989258
	Iteration 77Q: 3 clusters Score -3857933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -3857940.000000 Penalty: 5285.989258
	Iteration 78Q: 3 clusters Score -3857940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -3857939.250000 Penalty: 5285.989258
	Iteration 79Q: 3 clusters Score -3857939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -3857936.250000 Penalty: 5285.989258
	Iteration 80F: 3 clusters Score -3857936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3857938.750000 Penalty: 5285.989258
	Iteration 81Q: 3 clusters Score -3857939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -3857942.750000 Penalty: 5285.989258
	Iteration 82Q: 3 clusters Score -3857943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -3857941.000000 Penalty: 5285.989258
	Iteration 83Q: 3 clusters Score -3857941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -3857951.000000 Penalty: 5285.989258
	Iteration 84Q: 3 clusters Score -3857951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -3857954.000000 Penalty: 5285.989258
	Iteration 85Q: 3 clusters Score -3857954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -3857953.500000 Penalty: 5285.989258
	Iteration 86Q: 3 clusters Score -3857954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -3857959.250000 Penalty: 5285.989258
	Iteration 87Q: 3 clusters Score -3857959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -3857959.250000 Penalty: 5285.989258
	Iteration 88Q: 3 clusters Score -3857959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -3857959.250000 Penalty: 5285.989258
	Iteration 89F: 3 clusters Score -3857959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81317.273438 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81317.27 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81705.664062 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81705.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81971.953125 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81971.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82330.414062 Penalty: 3428.226807
	Iteration 3F: 3 clusters Score -82330.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82679.328125 Penalty: 3428.226807
	Iteration 4F: 3 clusters Score -82679.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82927.671875 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -82927.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83142.390625 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -83142.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -83317.937500 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -83317.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83451.625000 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -83451.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83518.484375 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -83518.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83539.656250 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -83539.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83553.039062 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -83553.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83564.867188 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -83564.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 14F: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35606 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10125 members 
Mstep: Class 11 contains 42499 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24828 members 
Mstep: Class 15 contains 13732 members 
Mstep: Class 16 contains 438726 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 16778 members 
Mstep: Class 19 contains 15603 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 165636 members 
Mstep: Class 22 contains 117583 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 123703 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 231 members 
Mstep: Class 29 contains 420 members 
Entering Unmasked Estep 
Score: -93617784.000000 Penalty: 99725.210938
Splitting cluster 12 changes total score from -93618888.000000 to -93617784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -139493.093750 Penalty: 1844.427124
	Iteration 0F: 2 clusters Score -139493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -137133.734375 Penalty: 3688.854248
	Iteration 0F: 3 clusters Score -137133.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137797.953125 Penalty: 3688.854248
	Iteration 1F: 3 clusters Score -137798 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -138398.890625 Penalty: 3688.854248
	Iteration 2F: 3 clusters Score -138398.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139082.171875 Penalty: 3688.854248
	Iteration 3F: 3 clusters Score -139082.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139474.734375 Penalty: 3688.854248
	Iteration 4F: 3 clusters Score -139474.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -139700.031250 Penalty: 3688.854248
	Iteration 5Q: 3 clusters Score -139700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -139937.406250 Penalty: 3688.854248
	Iteration 6Q: 3 clusters Score -139937.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140030.375000 Penalty: 3688.854248
	Iteration 7Q: 3 clusters Score -140030.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -140059.546875 Penalty: 3688.854248
	Iteration 8Q: 3 clusters Score -140059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140064.031250 Penalty: 3688.854248
	Iteration 9Q: 3 clusters Score -140064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140067.250000 Penalty: 3688.854248
	Iteration 10Q: 3 clusters Score -140067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140069.953125 Penalty: 3688.854248
	Iteration 11Q: 3 clusters Score -140070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140071.609375 Penalty: 3688.854248
	Iteration 12Q: 3 clusters Score -140071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140071.609375 Penalty: 3688.854248
	Iteration 13F: 3 clusters Score -140071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35606 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10125 members 
Mstep: Class 11 contains 42499 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 699 members 
Mstep: Class 14 contains 24828 members 
Mstep: Class 15 contains 13732 members 
Mstep: Class 16 contains 438726 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 16778 members 
Mstep: Class 19 contains 15603 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 165636 members 
Mstep: Class 22 contains 117583 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 123703 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 231 members 
Mstep: Class 29 contains 999 members 
Entering Unmasked Estep 
Score: -93618256.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93618888.000000 to -93618256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Entering Unmasked Estep 
Score: -2207208.500000 Penalty: 2509.692383
	Iteration 0F: 2 clusters Score -2207208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2190142.500000 Penalty: 5019.384766
	Iteration 0F: 3 clusters Score -2190142 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2195962.250000 Penalty: 5019.384766
	Iteration 1F: 3 clusters Score -2195962 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2196322.250000 Penalty: 5019.384766
	Iteration 2Q: 3 clusters Score -2196322 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2196613.000000 Penalty: 5019.384766
	Iteration 3Q: 3 clusters Score -2196613 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2196886.000000 Penalty: 5019.384766
	Iteration 4Q: 3 clusters Score -2196886 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2197130.500000 Penalty: 5019.384766
	Iteration 5Q: 3 clusters Score -2197130 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2197374.500000 Penalty: 5019.384766
	Iteration 6Q: 3 clusters Score -2197374 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2197640.750000 Penalty: 5019.384766
	Iteration 7Q: 3 clusters Score -2197641 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2197972.500000 Penalty: 5019.384766
	Iteration 8Q: 3 clusters Score -2197972 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2198353.750000 Penalty: 5019.384766
	Iteration 9Q: 3 clusters Score -2198354 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2198789.750000 Penalty: 5019.384766
	Iteration 10Q: 3 clusters Score -2198790 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2199310.250000 Penalty: 5019.384766
	Iteration 11Q: 3 clusters Score -2199310 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2199917.000000 Penalty: 5019.384766
	Iteration 12Q: 3 clusters Score -2199917 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2200598.500000 Penalty: 5019.384766
	Iteration 13Q: 3 clusters Score -2200598 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2201323.500000 Penalty: 5019.384766
	Iteration 14Q: 3 clusters Score -2201324 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2202001.500000 Penalty: 5019.384766
	Iteration 15Q: 3 clusters Score -2202002 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2202561.250000 Penalty: 5019.384766
	Iteration 16Q: 3 clusters Score -2202561 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2202971.500000 Penalty: 5019.384766
	Iteration 17Q: 3 clusters Score -2202972 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2203209.000000 Penalty: 5019.384766
	Iteration 18Q: 3 clusters Score -2203209 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2203331.250000 Penalty: 5019.384766
	Iteration 19Q: 3 clusters Score -2203331 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2203453.500000 Penalty: 5019.384766
	Iteration 20F: 3 clusters Score -2203454 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2203557.000000 Penalty: 5019.384766
	Iteration 21Q: 3 clusters Score -2203557 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2203639.750000 Penalty: 5019.384766
	Iteration 22Q: 3 clusters Score -2203640 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2203698.250000 Penalty: 5019.384766
	Iteration 23Q: 3 clusters Score -2203698 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2203737.000000 Penalty: 5019.384766
	Iteration 24Q: 3 clusters Score -2203737 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2203783.750000 Penalty: 5019.384766
	Iteration 25Q: 3 clusters Score -2203784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2203794.000000 Penalty: 5019.384766
	Iteration 26Q: 3 clusters Score -2203794 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2203824.750000 Penalty: 5019.384766
	Iteration 27Q: 3 clusters Score -2203825 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2203843.750000 Penalty: 5019.384766
	Iteration 28Q: 3 clusters Score -2203844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2203860.750000 Penalty: 5019.384766
	Iteration 29Q: 3 clusters Score -2203861 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2203876.500000 Penalty: 5019.384766
	Iteration 30Q: 3 clusters Score -2203876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2203884.250000 Penalty: 5019.384766
	Iteration 31Q: 3 clusters Score -2203884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2203897.250000 Penalty: 5019.384766
	Iteration 32Q: 3 clusters Score -2203897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2203898.250000 Penalty: 5019.384766
	Iteration 33Q: 3 clusters Score -2203898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2203907.750000 Penalty: 5019.384766
	Iteration 34Q: 3 clusters Score -2203908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2203906.250000 Penalty: 5019.384766
	Iteration 35Q: 3 clusters Score -2203906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2203909.750000 Penalty: 5019.384766
	Iteration 36Q: 3 clusters Score -2203910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2203909.750000 Penalty: 5019.384766
	Iteration 37Q: 3 clusters Score -2203910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2203912.750000 Penalty: 5019.384766
	Iteration 38Q: 3 clusters Score -2203913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2203912.500000 Penalty: 5019.384766
	Iteration 39Q: 3 clusters Score -2203912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2203916.750000 Penalty: 5019.384766
	Iteration 40F: 3 clusters Score -2203917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2203918.750000 Penalty: 5019.384766
	Iteration 41Q: 3 clusters Score -2203919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2203918.500000 Penalty: 5019.384766
	Iteration 42Q: 3 clusters Score -2203918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2203921.500000 Penalty: 5019.384766
	Iteration 43Q: 3 clusters Score -2203922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2203923.250000 Penalty: 5019.384766
	Iteration 44Q: 3 clusters Score -2203923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2203928.000000 Penalty: 5019.384766
	Iteration 45Q: 3 clusters Score -2203928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2203929.250000 Penalty: 5019.384766
	Iteration 46Q: 3 clusters Score -2203929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2203929.250000 Penalty: 5019.384766
	Iteration 47Q: 3 clusters Score -2203929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2203926.750000 Penalty: 5019.384766
	Iteration 48Q: 3 clusters Score -2203927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2203927.250000 Penalty: 5019.384766
	Iteration 49Q: 3 clusters Score -2203927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2203926.750000 Penalty: 5019.384766
	Iteration 50Q: 3 clusters Score -2203927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2203926.750000 Penalty: 5019.384766
	Iteration 51F: 3 clusters Score -2203927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Entering Unmasked Estep 
Score: -1189479.875000 Penalty: 2362.815918
	Iteration 0F: 2 clusters Score -1189480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1179470.250000 Penalty: 4725.631836
	Iteration 0F: 3 clusters Score -1179470 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1182655.000000 Penalty: 4725.631836
	Iteration 1F: 3 clusters Score -1182655 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1183208.500000 Penalty: 4725.631836
	Iteration 2F: 3 clusters Score -1183208 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1183810.250000 Penalty: 4725.631836
	Iteration 3F: 3 clusters Score -1183810 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1184502.250000 Penalty: 4725.631836
	Iteration 4F: 3 clusters Score -1184502 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1185282.750000 Penalty: 4725.631836
	Iteration 5F: 3 clusters Score -1185283 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1186054.375000 Penalty: 4725.631836
	Iteration 6F: 3 clusters Score -1186054 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1186741.125000 Penalty: 4725.631836
	Iteration 7F: 3 clusters Score -1186741 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1187353.250000 Penalty: 4725.631836
	Iteration 8F: 3 clusters Score -1187353 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1187815.375000 Penalty: 4725.631836
	Iteration 9Q: 3 clusters Score -1187815 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1188068.500000 Penalty: 4725.631836
	Iteration 10Q: 3 clusters Score -1188068 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1188217.500000 Penalty: 4725.631836
	Iteration 11Q: 3 clusters Score -1188218 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1188306.250000 Penalty: 4725.631836
	Iteration 12Q: 3 clusters Score -1188306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1188373.750000 Penalty: 4725.631836
	Iteration 13Q: 3 clusters Score -1188374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1188434.125000 Penalty: 4725.631836
	Iteration 14Q: 3 clusters Score -1188434 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1188497.125000 Penalty: 4725.631836
	Iteration 15Q: 3 clusters Score -1188497 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1188534.750000 Penalty: 4725.631836
	Iteration 16Q: 3 clusters Score -1188535 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1188574.500000 Penalty: 4725.631836
	Iteration 17Q: 3 clusters Score -1188574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1188591.500000 Penalty: 4725.631836
	Iteration 18Q: 3 clusters Score -1188592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1188612.875000 Penalty: 4725.631836
	Iteration 19Q: 3 clusters Score -1188613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1188624.000000 Penalty: 4725.631836
	Iteration 20F: 3 clusters Score -1188624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1188628.375000 Penalty: 4725.631836
	Iteration 21Q: 3 clusters Score -1188628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1188637.625000 Penalty: 4725.631836
	Iteration 22Q: 3 clusters Score -1188638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1188646.500000 Penalty: 4725.631836
	Iteration 23Q: 3 clusters Score -1188646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1188648.500000 Penalty: 4725.631836
	Iteration 24Q: 3 clusters Score -1188648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1188655.125000 Penalty: 4725.631836
	Iteration 25Q: 3 clusters Score -1188655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1188657.500000 Penalty: 4725.631836
	Iteration 26Q: 3 clusters Score -1188658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1188663.000000 Penalty: 4725.631836
	Iteration 27Q: 3 clusters Score -1188663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1188667.250000 Penalty: 4725.631836
	Iteration 28Q: 3 clusters Score -1188667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1188669.750000 Penalty: 4725.631836
	Iteration 29Q: 3 clusters Score -1188670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1188672.500000 Penalty: 4725.631836
	Iteration 30Q: 3 clusters Score -1188672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1188672.625000 Penalty: 4725.631836
	Iteration 31Q: 3 clusters Score -1188673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1188671.375000 Penalty: 4725.631836
	Iteration 32Q: 3 clusters Score -1188671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1188674.500000 Penalty: 4725.631836
	Iteration 33Q: 3 clusters Score -1188674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1188672.875000 Penalty: 4725.631836
	Iteration 34Q: 3 clusters Score -1188673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1188675.625000 Penalty: 4725.631836
	Iteration 35Q: 3 clusters Score -1188676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1188676.250000 Penalty: 4725.631836
	Iteration 36Q: 3 clusters Score -1188676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1188679.250000 Penalty: 4725.631836
	Iteration 37Q: 3 clusters Score -1188679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1188679.000000 Penalty: 4725.631836
	Iteration 38Q: 3 clusters Score -1188679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1188683.500000 Penalty: 4725.631836
	Iteration 39Q: 3 clusters Score -1188684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1188684.750000 Penalty: 4725.631836
	Iteration 40F: 3 clusters Score -1188685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1188687.625000 Penalty: 4725.631836
	Iteration 41Q: 3 clusters Score -1188688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1188687.375000 Penalty: 4725.631836
	Iteration 42Q: 3 clusters Score -1188687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1188688.125000 Penalty: 4725.631836
	Iteration 43Q: 3 clusters Score -1188688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1188689.750000 Penalty: 4725.631836
	Iteration 44Q: 3 clusters Score -1188690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1188686.000000 Penalty: 4725.631836
	Iteration 45Q: 3 clusters Score -1188686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1188690.125000 Penalty: 4725.631836
	Iteration 46Q: 3 clusters Score -1188690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1188693.750000 Penalty: 4725.631836
	Iteration 47Q: 3 clusters Score -1188694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1188693.000000 Penalty: 4725.631836
	Iteration 48Q: 3 clusters Score -1188693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1188695.625000 Penalty: 4725.631836
	Iteration 49Q: 3 clusters Score -1188696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1188698.875000 Penalty: 4725.631836
	Iteration 50Q: 3 clusters Score -1188699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1188697.000000 Penalty: 4725.631836
	Iteration 51Q: 3 clusters Score -1188697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1188700.875000 Penalty: 4725.631836
	Iteration 52Q: 3 clusters Score -1188701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1188701.250000 Penalty: 4725.631836
	Iteration 53Q: 3 clusters Score -1188701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1188699.625000 Penalty: 4725.631836
	Iteration 54Q: 3 clusters Score -1188700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1188704.500000 Penalty: 4725.631836
	Iteration 55Q: 3 clusters Score -1188704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1188705.250000 Penalty: 4725.631836
	Iteration 56Q: 3 clusters Score -1188705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1188704.750000 Penalty: 4725.631836
	Iteration 57Q: 3 clusters Score -1188705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1188706.250000 Penalty: 4725.631836
	Iteration 58Q: 3 clusters Score -1188706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1188706.000000 Penalty: 4725.631836
	Iteration 59Q: 3 clusters Score -1188706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1188709.750000 Penalty: 4725.631836
	Iteration 60F: 3 clusters Score -1188710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1188711.250000 Penalty: 4725.631836
	Iteration 61Q: 3 clusters Score -1188711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1188708.750000 Penalty: 4725.631836
	Iteration 62Q: 3 clusters Score -1188709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1188710.375000 Penalty: 4725.631836
	Iteration 63Q: 3 clusters Score -1188710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1188713.375000 Penalty: 4725.631836
	Iteration 64Q: 3 clusters Score -1188713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1188715.375000 Penalty: 4725.631836
	Iteration 65Q: 3 clusters Score -1188715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1188709.875000 Penalty: 4725.631836
	Iteration 66Q: 3 clusters Score -1188710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1188716.125000 Penalty: 4725.631836
	Iteration 67Q: 3 clusters Score -1188716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1188716.375000 Penalty: 4725.631836
	Iteration 68Q: 3 clusters Score -1188716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1188714.000000 Penalty: 4725.631836
	Iteration 69Q: 3 clusters Score -1188714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1188712.875000 Penalty: 4725.631836
	Iteration 70Q: 3 clusters Score -1188713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1188714.125000 Penalty: 4725.631836
	Iteration 71Q: 3 clusters Score -1188714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1188717.750000 Penalty: 4725.631836
	Iteration 72Q: 3 clusters Score -1188718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1188717.250000 Penalty: 4725.631836
	Iteration 73Q: 3 clusters Score -1188717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1188716.375000 Penalty: 4725.631836
	Iteration 74Q: 3 clusters Score -1188716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1188717.250000 Penalty: 4725.631836
	Iteration 75Q: 3 clusters Score -1188717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1188718.125000 Penalty: 4725.631836
	Iteration 76Q: 3 clusters Score -1188718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1188716.875000 Penalty: 4725.631836
	Iteration 77Q: 3 clusters Score -1188717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1188719.125000 Penalty: 4725.631836
	Iteration 78Q: 3 clusters Score -1188719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1188719.125000 Penalty: 4725.631836
	Iteration 79F: 3 clusters Score -1188719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438726 members 
Entering Unmasked Estep 
Score: -40309348.000000 Penalty: 3221.924316
	Iteration 0F: 2 clusters Score -4.030935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219336 members 
Mstep: Class 2 contains 219390 members 
Entering Unmasked Estep 
Score: -40013252.000000 Penalty: 6443.848633
	Iteration 0F: 3 clusters Score -4.001325e+07 nChanged 214031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213715 members 
Mstep: Class 2 contains 225011 members 
Entering Unmasked Estep 
Score: -40142796.000000 Penalty: 6443.848633
	Iteration 1F: 3 clusters Score -4.01428e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209564 members 
Mstep: Class 2 contains 229162 members 
Entering Unmasked Estep 
Score: -40146572.000000 Penalty: 6443.848633
	Iteration 2Q: 3 clusters Score -4.014657e+07 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202842 members 
Mstep: Class 2 contains 235884 members 
Entering Unmasked Estep 
Score: -40152020.000000 Penalty: 6443.848633
	Iteration 3Q: 3 clusters Score -4.015202e+07 nChanged 20795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192381 members 
Mstep: Class 2 contains 246345 members 
Entering Unmasked Estep 
Score: -40160608.000000 Penalty: 6443.848633
	Iteration 4Q: 3 clusters Score -4.016061e+07 nChanged 25838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177169 members 
Mstep: Class 2 contains 261557 members 
Entering Unmasked Estep 
Score: -40174100.000000 Penalty: 6443.848633
	Iteration 5F: 3 clusters Score -4.01741e+07 nChanged 30386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157063 members 
Mstep: Class 2 contains 281663 members 
Entering Unmasked Estep 
Score: -40192980.000000 Penalty: 6443.848633
	Iteration 6F: 3 clusters Score -4.019298e+07 nChanged 31829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133420 members 
Mstep: Class 2 contains 305306 members 
Entering Unmasked Estep 
Score: -40214656.000000 Penalty: 6443.848633
	Iteration 7F: 3 clusters Score -4.021466e+07 nChanged 29189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 329213 members 
Entering Unmasked Estep 
Score: -40235136.000000 Penalty: 6443.848633
	Iteration 8F: 3 clusters Score -4.023514e+07 nChanged 24177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 350798 members 
Entering Unmasked Estep 
Score: -40252912.000000 Penalty: 6443.848633
	Iteration 9F: 3 clusters Score -4.025291e+07 nChanged 18787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 368691 members 
Entering Unmasked Estep 
Score: -40267792.000000 Penalty: 6443.848633
	Iteration 10Q: 3 clusters Score -4.026779e+07 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 382651 members 
Entering Unmasked Estep 
Score: -40278244.000000 Penalty: 6443.848633
	Iteration 11Q: 3 clusters Score -4.027824e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 393027 members 
Entering Unmasked Estep 
Score: -40285608.000000 Penalty: 6443.848633
	Iteration 12Q: 3 clusters Score -4.028561e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 401077 members 
Entering Unmasked Estep 
Score: -40290688.000000 Penalty: 6443.848633
	Iteration 13Q: 3 clusters Score -4.029069e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 407556 members 
Entering Unmasked Estep 
Score: -40294368.000000 Penalty: 6443.848633
	Iteration 14Q: 3 clusters Score -4.029437e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 412622 members 
Entering Unmasked Estep 
Score: -40297124.000000 Penalty: 6443.848633
	Iteration 15Q: 3 clusters Score -4.029712e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 416697 members 
Entering Unmasked Estep 
Score: -40299212.000000 Penalty: 6443.848633
	Iteration 16Q: 3 clusters Score -4.029921e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 420043 members 
Entering Unmasked Estep 
Score: -40300880.000000 Penalty: 6443.848633
	Iteration 17Q: 3 clusters Score -4.030088e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 422815 members 
Entering Unmasked Estep 
Score: -40302300.000000 Penalty: 6443.848633
	Iteration 18Q: 3 clusters Score -4.03023e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 425140 members 
Entering Unmasked Estep 
Score: -40303104.000000 Penalty: 6443.848633
	Iteration 19Q: 3 clusters Score -4.03031e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 426954 members 
Entering Unmasked Estep 
Score: -40303732.000000 Penalty: 6443.848633
	Iteration 20F: 3 clusters Score -4.030373e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 428417 members 
Entering Unmasked Estep 
Score: -40304360.000000 Penalty: 6443.848633
	Iteration 21Q: 3 clusters Score -4.030436e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 429648 members 
Entering Unmasked Estep 
Score: -40304792.000000 Penalty: 6443.848633
	Iteration 22Q: 3 clusters Score -4.030479e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 430655 members 
Entering Unmasked Estep 
Score: -40305156.000000 Penalty: 6443.848633
	Iteration 23Q: 3 clusters Score -4.030516e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 431462 members 
Entering Unmasked Estep 
Score: -40305552.000000 Penalty: 6443.848633
	Iteration 24Q: 3 clusters Score -4.030555e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 432114 members 
Entering Unmasked Estep 
Score: -40305856.000000 Penalty: 6443.848633
	Iteration 25Q: 3 clusters Score -4.030586e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 432631 members 
Entering Unmasked Estep 
Score: -40306052.000000 Penalty: 6443.848633
	Iteration 26Q: 3 clusters Score -4.030605e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 433083 members 
Entering Unmasked Estep 
Score: -40306148.000000 Penalty: 6443.848633
	Iteration 27Q: 3 clusters Score -4.030615e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 433453 members 
Entering Unmasked Estep 
Score: -40306352.000000 Penalty: 6443.848633
	Iteration 28Q: 3 clusters Score -4.030635e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 433760 members 
Entering Unmasked Estep 
Score: -40306468.000000 Penalty: 6443.848633
	Iteration 29Q: 3 clusters Score -4.030647e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 434019 members 
Entering Unmasked Estep 
Score: -40306588.000000 Penalty: 6443.848633
	Iteration 30Q: 3 clusters Score -4.030659e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 434270 members 
Entering Unmasked Estep 
Score: -40306668.000000 Penalty: 6443.848633
	Iteration 31Q: 3 clusters Score -4.030667e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 434464 members 
Entering Unmasked Estep 
Score: -40306784.000000 Penalty: 6443.848633
	Iteration 32Q: 3 clusters Score -4.030678e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 434621 members 
Entering Unmasked Estep 
Score: -40306784.000000 Penalty: 6443.848633
	Iteration 33Q: 3 clusters Score -4.030678e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 434752 members 
Entering Unmasked Estep 
Score: -40306788.000000 Penalty: 6443.848633
	Iteration 34Q: 3 clusters Score -4.030679e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 434850 members 
Entering Unmasked Estep 
Score: -40306796.000000 Penalty: 6443.848633
	Iteration 35Q: 3 clusters Score -4.03068e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 434920 members 
Entering Unmasked Estep 
Score: -40306820.000000 Penalty: 6443.848633
	Iteration 36Q: 3 clusters Score -4.030682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 434985 members 
Entering Unmasked Estep 
Score: -40306836.000000 Penalty: 6443.848633
	Iteration 37Q: 3 clusters Score -4.030684e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 435044 members 
Entering Unmasked Estep 
Score: -40306860.000000 Penalty: 6443.848633
	Iteration 38Q: 3 clusters Score -4.030686e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 435109 members 
Entering Unmasked Estep 
Score: -40306916.000000 Penalty: 6443.848633
	Iteration 39Q: 3 clusters Score -4.030692e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 435165 members 
Entering Unmasked Estep 
Score: -40306912.000000 Penalty: 6443.848633
	Iteration 40F: 3 clusters Score -4.030691e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 435210 members 
Entering Unmasked Estep 
Score: -40306892.000000 Penalty: 6443.848633
	Iteration 41Q: 3 clusters Score -4.030689e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 435242 members 
Entering Unmasked Estep 
Score: -40306920.000000 Penalty: 6443.848633
	Iteration 42Q: 3 clusters Score -4.030692e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 435271 members 
Entering Unmasked Estep 
Score: -40306908.000000 Penalty: 6443.848633
	Iteration 43Q: 3 clusters Score -4.030691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 435297 members 
Entering Unmasked Estep 
Score: -40306924.000000 Penalty: 6443.848633
	Iteration 44Q: 3 clusters Score -4.030692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 435320 members 
Entering Unmasked Estep 
Score: -40306884.000000 Penalty: 6443.848633
	Iteration 45Q: 3 clusters Score -4.030688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 435342 members 
Entering Unmasked Estep 
Score: -40306880.000000 Penalty: 6443.848633
	Iteration 46Q: 3 clusters Score -4.030688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 435367 members 
Entering Unmasked Estep 
Score: -40306948.000000 Penalty: 6443.848633
	Iteration 47Q: 3 clusters Score -4.030695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 435397 members 
Entering Unmasked Estep 
Score: -40306960.000000 Penalty: 6443.848633
	Iteration 48Q: 3 clusters Score -4.030696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 435421 members 
Entering Unmasked Estep 
Score: -40306952.000000 Penalty: 6443.848633
	Iteration 49Q: 3 clusters Score -4.030695e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 435448 members 
Entering Unmasked Estep 
Score: -40306924.000000 Penalty: 6443.848633
	Iteration 50Q: 3 clusters Score -4.030692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 435466 members 
Entering Unmasked Estep 
Score: -40306940.000000 Penalty: 6443.848633
	Iteration 51Q: 3 clusters Score -4.030694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 435482 members 
Entering Unmasked Estep 
Score: -40306916.000000 Penalty: 6443.848633
	Iteration 52Q: 3 clusters Score -4.030692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 435506 members 
Entering Unmasked Estep 
Score: -40306976.000000 Penalty: 6443.848633
	Iteration 53Q: 3 clusters Score -4.030698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 435524 members 
Entering Unmasked Estep 
Score: -40306980.000000 Penalty: 6443.848633
	Iteration 54Q: 3 clusters Score -4.030698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 435535 members 
Entering Unmasked Estep 
Score: -40306992.000000 Penalty: 6443.848633
	Iteration 55Q: 3 clusters Score -4.030699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 435546 members 
Entering Unmasked Estep 
Score: -40307008.000000 Penalty: 6443.848633
	Iteration 56Q: 3 clusters Score -4.030701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 435550 members 
Entering Unmasked Estep 
Score: -40307024.000000 Penalty: 6443.848633
	Iteration 57Q: 3 clusters Score -4.030702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 435551 members 
Entering Unmasked Estep 
Score: -40307024.000000 Penalty: 6443.848633
	Iteration 58Q: 3 clusters Score -4.030702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 435554 members 
Entering Unmasked Estep 
Score: -40307036.000000 Penalty: 6443.848633
	Iteration 59Q: 3 clusters Score -4.030704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 435556 members 
Entering Unmasked Estep 
Score: -40307032.000000 Penalty: 6443.848633
	Iteration 60F: 3 clusters Score -4.030703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 435559 members 
Entering Unmasked Estep 
Score: -40307040.000000 Penalty: 6443.848633
	Iteration 61Q: 3 clusters Score -4.030704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 435565 members 
Entering Unmasked Estep 
Score: -40307072.000000 Penalty: 6443.848633
	Iteration 62Q: 3 clusters Score -4.030707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 435573 members 
Entering Unmasked Estep 
Score: -40307040.000000 Penalty: 6443.848633
	Iteration 63Q: 3 clusters Score -4.030704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 435580 members 
Entering Unmasked Estep 
Score: -40307044.000000 Penalty: 6443.848633
	Iteration 64Q: 3 clusters Score -4.030704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 435581 members 
Entering Unmasked Estep 
Score: -40307040.000000 Penalty: 6443.848633
	Iteration 65Q: 3 clusters Score -4.030704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 435583 members 
Entering Unmasked Estep 
Score: -40307056.000000 Penalty: 6443.848633
	Iteration 66Q: 3 clusters Score -4.030706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 435585 members 
Entering Unmasked Estep 
Score: -40307064.000000 Penalty: 6443.848633
	Iteration 67Q: 3 clusters Score -4.030706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 435586 members 
Entering Unmasked Estep 
Score: -40307044.000000 Penalty: 6443.848633
	Iteration 68Q: 3 clusters Score -4.030704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 435586 members 
Entering Unmasked Estep 
Score: -40307044.000000 Penalty: 6443.848633
	Iteration 69F: 3 clusters Score -4.030704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Entering Unmasked Estep 
Score: -677680.437500 Penalty: 2207.673828
	Iteration 0F: 2 clusters Score -677680.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -671770.875000 Penalty: 4415.347656
	Iteration 0F: 3 clusters Score -671770.9 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -673230.375000 Penalty: 4415.347656
	Iteration 1F: 3 clusters Score -673230.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -673473.562500 Penalty: 4415.347656
	Iteration 2F: 3 clusters Score -673473.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -673660.500000 Penalty: 4415.347656
	Iteration 3F: 3 clusters Score -673660.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -673810.437500 Penalty: 4415.347656
	Iteration 4Q: 3 clusters Score -673810.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -673936.750000 Penalty: 4415.347656
	Iteration 5Q: 3 clusters Score -673936.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -674086.562500 Penalty: 4415.347656
	Iteration 6Q: 3 clusters Score -674086.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -674251.312500 Penalty: 4415.347656
	Iteration 7Q: 3 clusters Score -674251.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -674413.062500 Penalty: 4415.347656
	Iteration 8Q: 3 clusters Score -674413.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -674590.625000 Penalty: 4415.347656
	Iteration 9Q: 3 clusters Score -674590.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -674770.000000 Penalty: 4415.347656
	Iteration 10Q: 3 clusters Score -674770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -674920.375000 Penalty: 4415.347656
	Iteration 11Q: 3 clusters Score -674920.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -675050.000000 Penalty: 4415.347656
	Iteration 12Q: 3 clusters Score -675050 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -675160.062500 Penalty: 4415.347656
	Iteration 13Q: 3 clusters Score -675160.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -675247.000000 Penalty: 4415.347656
	Iteration 14Q: 3 clusters Score -675247 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -675320.187500 Penalty: 4415.347656
	Iteration 15Q: 3 clusters Score -675320.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -675391.187500 Penalty: 4415.347656
	Iteration 16Q: 3 clusters Score -675391.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -675457.937500 Penalty: 4415.347656
	Iteration 17Q: 3 clusters Score -675457.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -675514.500000 Penalty: 4415.347656
	Iteration 18Q: 3 clusters Score -675514.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -675560.812500 Penalty: 4415.347656
	Iteration 19Q: 3 clusters Score -675560.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -675595.000000 Penalty: 4415.347656
	Iteration 20F: 3 clusters Score -675595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -675623.937500 Penalty: 4415.347656
	Iteration 21Q: 3 clusters Score -675623.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -675659.312500 Penalty: 4415.347656
	Iteration 22Q: 3 clusters Score -675659.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -675687.000000 Penalty: 4415.347656
	Iteration 23Q: 3 clusters Score -675687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -675709.062500 Penalty: 4415.347656
	Iteration 24Q: 3 clusters Score -675709.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -675728.562500 Penalty: 4415.347656
	Iteration 25Q: 3 clusters Score -675728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -675743.562500 Penalty: 4415.347656
	Iteration 26Q: 3 clusters Score -675743.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -675759.812500 Penalty: 4415.347656
	Iteration 27Q: 3 clusters Score -675759.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -675773.687500 Penalty: 4415.347656
	Iteration 28Q: 3 clusters Score -675773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -675780.937500 Penalty: 4415.347656
	Iteration 29Q: 3 clusters Score -675780.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -675785.875000 Penalty: 4415.347656
	Iteration 30Q: 3 clusters Score -675785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -675790.000000 Penalty: 4415.347656
	Iteration 31Q: 3 clusters Score -675790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -675794.562500 Penalty: 4415.347656
	Iteration 32Q: 3 clusters Score -675794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -675798.812500 Penalty: 4415.347656
	Iteration 33Q: 3 clusters Score -675798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -675800.687500 Penalty: 4415.347656
	Iteration 34Q: 3 clusters Score -675800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -675805.437500 Penalty: 4415.347656
	Iteration 35Q: 3 clusters Score -675805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -675810.062500 Penalty: 4415.347656
	Iteration 36Q: 3 clusters Score -675810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -675812.750000 Penalty: 4415.347656
	Iteration 37Q: 3 clusters Score -675812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -675812.687500 Penalty: 4415.347656
	Iteration 38Q: 3 clusters Score -675812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -675815.187500 Penalty: 4415.347656
	Iteration 39Q: 3 clusters Score -675815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -675815.187500 Penalty: 4415.347656
	Iteration 40F: 3 clusters Score -675815.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Entering Unmasked Estep 
Score: -1414999.000000 Penalty: 2412.500488
	Iteration 0F: 2 clusters Score -1414999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1402981.875000 Penalty: 4825.000977
	Iteration 0F: 3 clusters Score -1402982 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1406806.125000 Penalty: 4825.000977
	Iteration 1F: 3 clusters Score -1406806 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1407150.500000 Penalty: 4825.000977
	Iteration 2F: 3 clusters Score -1407150 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1407426.750000 Penalty: 4825.000977
	Iteration 3Q: 3 clusters Score -1407427 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1407695.375000 Penalty: 4825.000977
	Iteration 4Q: 3 clusters Score -1407695 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1407948.500000 Penalty: 4825.000977
	Iteration 5Q: 3 clusters Score -1407948 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1408166.875000 Penalty: 4825.000977
	Iteration 6Q: 3 clusters Score -1408167 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1408418.750000 Penalty: 4825.000977
	Iteration 7Q: 3 clusters Score -1408419 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1408671.500000 Penalty: 4825.000977
	Iteration 8Q: 3 clusters Score -1408672 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1408932.500000 Penalty: 4825.000977
	Iteration 9Q: 3 clusters Score -1408932 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1409239.375000 Penalty: 4825.000977
	Iteration 10Q: 3 clusters Score -1409239 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1409602.250000 Penalty: 4825.000977
	Iteration 11Q: 3 clusters Score -1409602 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1409986.500000 Penalty: 4825.000977
	Iteration 12Q: 3 clusters Score -1409986 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1410430.625000 Penalty: 4825.000977
	Iteration 13Q: 3 clusters Score -1410431 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1410855.875000 Penalty: 4825.000977
	Iteration 14Q: 3 clusters Score -1410856 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1411283.500000 Penalty: 4825.000977
	Iteration 15Q: 3 clusters Score -1411284 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1411689.375000 Penalty: 4825.000977
	Iteration 16Q: 3 clusters Score -1411689 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1411992.500000 Penalty: 4825.000977
	Iteration 17Q: 3 clusters Score -1411992 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1412224.500000 Penalty: 4825.000977
	Iteration 18Q: 3 clusters Score -1412224 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1412411.750000 Penalty: 4825.000977
	Iteration 19Q: 3 clusters Score -1412412 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1412553.250000 Penalty: 4825.000977
	Iteration 20F: 3 clusters Score -1412553 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1412645.875000 Penalty: 4825.000977
	Iteration 21Q: 3 clusters Score -1412646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1412694.875000 Penalty: 4825.000977
	Iteration 22Q: 3 clusters Score -1412695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1412728.500000 Penalty: 4825.000977
	Iteration 23Q: 3 clusters Score -1412728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1412760.125000 Penalty: 4825.000977
	Iteration 24Q: 3 clusters Score -1412760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1412791.250000 Penalty: 4825.000977
	Iteration 25Q: 3 clusters Score -1412791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1412815.750000 Penalty: 4825.000977
	Iteration 26Q: 3 clusters Score -1412816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1412826.125000 Penalty: 4825.000977
	Iteration 27Q: 3 clusters Score -1412826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1412841.250000 Penalty: 4825.000977
	Iteration 28Q: 3 clusters Score -1412841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1412847.375000 Penalty: 4825.000977
	Iteration 29Q: 3 clusters Score -1412847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1412851.625000 Penalty: 4825.000977
	Iteration 30Q: 3 clusters Score -1412852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1412855.500000 Penalty: 4825.000977
	Iteration 31Q: 3 clusters Score -1412856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1412854.500000 Penalty: 4825.000977
	Iteration 32Q: 3 clusters Score -1412854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1412856.375000 Penalty: 4825.000977
	Iteration 33Q: 3 clusters Score -1412856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1412857.125000 Penalty: 4825.000977
	Iteration 34Q: 3 clusters Score -1412857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1412858.625000 Penalty: 4825.000977
	Iteration 35Q: 3 clusters Score -1412859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1412861.250000 Penalty: 4825.000977
	Iteration 36Q: 3 clusters Score -1412861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1412862.125000 Penalty: 4825.000977
	Iteration 37Q: 3 clusters Score -1412862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1412865.875000 Penalty: 4825.000977
	Iteration 38Q: 3 clusters Score -1412866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1412873.875000 Penalty: 4825.000977
	Iteration 39Q: 3 clusters Score -1412874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1412881.750000 Penalty: 4825.000977
	Iteration 40F: 3 clusters Score -1412882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1412890.750000 Penalty: 4825.000977
	Iteration 41Q: 3 clusters Score -1412891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1412891.250000 Penalty: 4825.000977
	Iteration 42Q: 3 clusters Score -1412891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1412897.750000 Penalty: 4825.000977
	Iteration 43Q: 3 clusters Score -1412898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1412900.875000 Penalty: 4825.000977
	Iteration 44Q: 3 clusters Score -1412901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1412902.375000 Penalty: 4825.000977
	Iteration 45Q: 3 clusters Score -1412902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1412902.375000 Penalty: 4825.000977
	Iteration 46F: 3 clusters Score -1412902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Entering Unmasked Estep 
Score: -1365030.750000 Penalty: 2394.494141
	Iteration 0F: 2 clusters Score -1365031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1353760.750000 Penalty: 4788.988281
	Iteration 0F: 3 clusters Score -1353761 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1357295.250000 Penalty: 4788.988281
	Iteration 1F: 3 clusters Score -1357295 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1357660.625000 Penalty: 4788.988281
	Iteration 2F: 3 clusters Score -1357661 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1357978.375000 Penalty: 4788.988281
	Iteration 3Q: 3 clusters Score -1357978 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1358329.625000 Penalty: 4788.988281
	Iteration 4Q: 3 clusters Score -1358330 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1358748.625000 Penalty: 4788.988281
	Iteration 5F: 3 clusters Score -1358749 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1359218.500000 Penalty: 4788.988281
	Iteration 6F: 3 clusters Score -1359218 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1359823.625000 Penalty: 4788.988281
	Iteration 7F: 3 clusters Score -1359824 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1360447.250000 Penalty: 4788.988281
	Iteration 8F: 3 clusters Score -1360447 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1360999.625000 Penalty: 4788.988281
	Iteration 9Q: 3 clusters Score -1361000 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1361446.500000 Penalty: 4788.988281
	Iteration 10Q: 3 clusters Score -1361446 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1361764.750000 Penalty: 4788.988281
	Iteration 11Q: 3 clusters Score -1361765 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1361998.125000 Penalty: 4788.988281
	Iteration 12Q: 3 clusters Score -1361998 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1362196.250000 Penalty: 4788.988281
	Iteration 13Q: 3 clusters Score -1362196 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1362314.625000 Penalty: 4788.988281
	Iteration 14Q: 3 clusters Score -1362315 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1362381.250000 Penalty: 4788.988281
	Iteration 15Q: 3 clusters Score -1362381 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1362439.375000 Penalty: 4788.988281
	Iteration 16Q: 3 clusters Score -1362439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1362484.875000 Penalty: 4788.988281
	Iteration 17Q: 3 clusters Score -1362485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1362519.750000 Penalty: 4788.988281
	Iteration 18Q: 3 clusters Score -1362520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1362552.250000 Penalty: 4788.988281
	Iteration 19Q: 3 clusters Score -1362552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1362592.750000 Penalty: 4788.988281
	Iteration 20F: 3 clusters Score -1362593 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1362609.250000 Penalty: 4788.988281
	Iteration 21Q: 3 clusters Score -1362609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1362627.875000 Penalty: 4788.988281
	Iteration 22Q: 3 clusters Score -1362628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1362635.375000 Penalty: 4788.988281
	Iteration 23Q: 3 clusters Score -1362635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1362645.125000 Penalty: 4788.988281
	Iteration 24Q: 3 clusters Score -1362645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1362659.000000 Penalty: 4788.988281
	Iteration 25Q: 3 clusters Score -1362659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1362666.750000 Penalty: 4788.988281
	Iteration 26Q: 3 clusters Score -1362667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1362675.750000 Penalty: 4788.988281
	Iteration 27Q: 3 clusters Score -1362676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1362677.875000 Penalty: 4788.988281
	Iteration 28Q: 3 clusters Score -1362678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1362681.500000 Penalty: 4788.988281
	Iteration 29Q: 3 clusters Score -1362682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1362683.750000 Penalty: 4788.988281
	Iteration 30Q: 3 clusters Score -1362684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1362684.375000 Penalty: 4788.988281
	Iteration 31Q: 3 clusters Score -1362684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1362687.875000 Penalty: 4788.988281
	Iteration 32Q: 3 clusters Score -1362688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1362686.375000 Penalty: 4788.988281
	Iteration 33Q: 3 clusters Score -1362686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1362688.125000 Penalty: 4788.988281
	Iteration 34Q: 3 clusters Score -1362688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1362686.500000 Penalty: 4788.988281
	Iteration 35Q: 3 clusters Score -1362686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1362688.750000 Penalty: 4788.988281
	Iteration 36Q: 3 clusters Score -1362689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1362689.125000 Penalty: 4788.988281
	Iteration 37Q: 3 clusters Score -1362689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1362694.250000 Penalty: 4788.988281
	Iteration 38Q: 3 clusters Score -1362694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1362695.125000 Penalty: 4788.988281
	Iteration 39Q: 3 clusters Score -1362695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1362699.250000 Penalty: 4788.988281
	Iteration 40F: 3 clusters Score -1362699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1362702.625000 Penalty: 4788.988281
	Iteration 41Q: 3 clusters Score -1362703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1362703.125000 Penalty: 4788.988281
	Iteration 42Q: 3 clusters Score -1362703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1362704.375000 Penalty: 4788.988281
	Iteration 43Q: 3 clusters Score -1362704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1362706.375000 Penalty: 4788.988281
	Iteration 44Q: 3 clusters Score -1362706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1362705.000000 Penalty: 4788.988281
	Iteration 45Q: 3 clusters Score -1362705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1362705.000000 Penalty: 4788.988281
	Iteration 46F: 3 clusters Score -1362705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Entering Unmasked Estep 
Score: -422007.437500 Penalty: 2103.016846
	Iteration 0F: 2 clusters Score -422007.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -417616.593750 Penalty: 4206.033691
	Iteration 0F: 3 clusters Score -417616.6 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -418672.468750 Penalty: 4206.033691
	Iteration 1F: 3 clusters Score -418672.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -418907.781250 Penalty: 4206.033691
	Iteration 2F: 3 clusters Score -418907.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -419044.125000 Penalty: 4206.033691
	Iteration 3F: 3 clusters Score -419044.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -419112.562500 Penalty: 4206.033691
	Iteration 4Q: 3 clusters Score -419112.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -419173.468750 Penalty: 4206.033691
	Iteration 5Q: 3 clusters Score -419173.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -419218.812500 Penalty: 4206.033691
	Iteration 6Q: 3 clusters Score -419218.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -419256.125000 Penalty: 4206.033691
	Iteration 7Q: 3 clusters Score -419256.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -419293.218750 Penalty: 4206.033691
	Iteration 8Q: 3 clusters Score -419293.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -419327.187500 Penalty: 4206.033691
	Iteration 9Q: 3 clusters Score -419327.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -419358.781250 Penalty: 4206.033691
	Iteration 10Q: 3 clusters Score -419358.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -419389.031250 Penalty: 4206.033691
	Iteration 11Q: 3 clusters Score -419389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -419416.125000 Penalty: 4206.033691
	Iteration 12Q: 3 clusters Score -419416.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -419441.343750 Penalty: 4206.033691
	Iteration 13Q: 3 clusters Score -419441.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -419460.218750 Penalty: 4206.033691
	Iteration 14Q: 3 clusters Score -419460.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -419474.718750 Penalty: 4206.033691
	Iteration 15Q: 3 clusters Score -419474.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -419487.500000 Penalty: 4206.033691
	Iteration 16Q: 3 clusters Score -419487.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -419496.562500 Penalty: 4206.033691
	Iteration 17Q: 3 clusters Score -419496.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -419508.593750 Penalty: 4206.033691
	Iteration 18Q: 3 clusters Score -419508.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -419520.875000 Penalty: 4206.033691
	Iteration 19Q: 3 clusters Score -419520.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -419531.281250 Penalty: 4206.033691
	Iteration 20F: 3 clusters Score -419531.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -419540.312500 Penalty: 4206.033691
	Iteration 21Q: 3 clusters Score -419540.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -419547.218750 Penalty: 4206.033691
	Iteration 22Q: 3 clusters Score -419547.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -419554.531250 Penalty: 4206.033691
	Iteration 23Q: 3 clusters Score -419554.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -419558.250000 Penalty: 4206.033691
	Iteration 24Q: 3 clusters Score -419558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -419563.406250 Penalty: 4206.033691
	Iteration 25Q: 3 clusters Score -419563.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -419568.781250 Penalty: 4206.033691
	Iteration 26Q: 3 clusters Score -419568.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -419571.750000 Penalty: 4206.033691
	Iteration 27Q: 3 clusters Score -419571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -419574.531250 Penalty: 4206.033691
	Iteration 28Q: 3 clusters Score -419574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -419576.187500 Penalty: 4206.033691
	Iteration 29Q: 3 clusters Score -419576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -419578.093750 Penalty: 4206.033691
	Iteration 30Q: 3 clusters Score -419578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -419578.218750 Penalty: 4206.033691
	Iteration 31Q: 3 clusters Score -419578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -419578.375000 Penalty: 4206.033691
	Iteration 32Q: 3 clusters Score -419578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -419578.375000 Penalty: 4206.033691
	Iteration 33F: 3 clusters Score -419578.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165636 members 
Entering Unmasked Estep 
Score: -14827526.000000 Penalty: 2980.351807
	Iteration 0F: 2 clusters Score -1.482753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -14716741.000000 Penalty: 5960.703613
	Iteration 0F: 3 clusters Score -1.471674e+07 nChanged 79327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -14762670.000000 Penalty: 5960.703613
	Iteration 1F: 3 clusters Score -1.476267e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -14763707.000000 Penalty: 5960.703613
	Iteration 2Q: 3 clusters Score -1.476371e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -14764923.000000 Penalty: 5960.703613
	Iteration 3Q: 3 clusters Score -1.476492e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -14766452.000000 Penalty: 5960.703613
	Iteration 4Q: 3 clusters Score -1.476645e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -14768464.000000 Penalty: 5960.703613
	Iteration 5Q: 3 clusters Score -1.476846e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -14771192.000000 Penalty: 5960.703613
	Iteration 6Q: 3 clusters Score -1.477119e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -14774699.000000 Penalty: 5960.703613
	Iteration 7Q: 3 clusters Score -1.47747e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 101918 members 
Entering Unmasked Estep 
Score: -14779182.000000 Penalty: 5960.703613
	Iteration 8F: 3 clusters Score -1.477918e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -14784781.000000 Penalty: 5960.703613
	Iteration 9F: 3 clusters Score -1.478478e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -14791335.000000 Penalty: 5960.703613
	Iteration 10F: 3 clusters Score -1.479134e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 124647 members 
Entering Unmasked Estep 
Score: -14797942.000000 Penalty: 5960.703613
	Iteration 11F: 3 clusters Score -1.479794e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -14804346.000000 Penalty: 5960.703613
	Iteration 12F: 3 clusters Score -1.480435e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -14810002.000000 Penalty: 5960.703613
	Iteration 13Q: 3 clusters Score -1.481e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 145036 members 
Entering Unmasked Estep 
Score: -14814330.000000 Penalty: 5960.703613
	Iteration 14Q: 3 clusters Score -1.481433e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 149462 members 
Entering Unmasked Estep 
Score: -14817324.000000 Penalty: 5960.703613
	Iteration 15Q: 3 clusters Score -1.481732e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 152980 members 
Entering Unmasked Estep 
Score: -14819532.000000 Penalty: 5960.703613
	Iteration 16Q: 3 clusters Score -1.481953e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -14820991.000000 Penalty: 5960.703613
	Iteration 17Q: 3 clusters Score -1.482099e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -14822355.000000 Penalty: 5960.703613
	Iteration 18Q: 3 clusters Score -1.482236e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 159864 members 
Entering Unmasked Estep 
Score: -14823375.000000 Penalty: 5960.703613
	Iteration 19Q: 3 clusters Score -1.482338e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 161172 members 
Entering Unmasked Estep 
Score: -14824075.000000 Penalty: 5960.703613
	Iteration 20F: 3 clusters Score -1.482408e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 162106 members 
Entering Unmasked Estep 
Score: -14824605.000000 Penalty: 5960.703613
	Iteration 21Q: 3 clusters Score -1.48246e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 162761 members 
Entering Unmasked Estep 
Score: -14824920.000000 Penalty: 5960.703613
	Iteration 22Q: 3 clusters Score -1.482492e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 163229 members 
Entering Unmasked Estep 
Score: -14825157.000000 Penalty: 5960.703613
	Iteration 23Q: 3 clusters Score -1.482516e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 163546 members 
Entering Unmasked Estep 
Score: -14825318.000000 Penalty: 5960.703613
	Iteration 24Q: 3 clusters Score -1.482532e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 163781 members 
Entering Unmasked Estep 
Score: -14825376.000000 Penalty: 5960.703613
	Iteration 25Q: 3 clusters Score -1.482538e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 163941 members 
Entering Unmasked Estep 
Score: -14825464.000000 Penalty: 5960.703613
	Iteration 26Q: 3 clusters Score -1.482546e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -14825491.000000 Penalty: 5960.703613
	Iteration 27Q: 3 clusters Score -1.482549e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 164099 members 
Entering Unmasked Estep 
Score: -14825530.000000 Penalty: 5960.703613
	Iteration 28Q: 3 clusters Score -1.482553e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 164153 members 
Entering Unmasked Estep 
Score: -14825552.000000 Penalty: 5960.703613
	Iteration 29Q: 3 clusters Score -1.482555e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 164198 members 
Entering Unmasked Estep 
Score: -14825562.000000 Penalty: 5960.703613
	Iteration 30Q: 3 clusters Score -1.482556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 164225 members 
Entering Unmasked Estep 
Score: -14825555.000000 Penalty: 5960.703613
	Iteration 31Q: 3 clusters Score -1.482556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 164251 members 
Entering Unmasked Estep 
Score: -14825568.000000 Penalty: 5960.703613
	Iteration 32Q: 3 clusters Score -1.482557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 164263 members 
Entering Unmasked Estep 
Score: -14825577.000000 Penalty: 5960.703613
	Iteration 33Q: 3 clusters Score -1.482558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 164273 members 
Entering Unmasked Estep 
Score: -14825603.000000 Penalty: 5960.703613
	Iteration 34Q: 3 clusters Score -1.48256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 164275 members 
Entering Unmasked Estep 
Score: -14825589.000000 Penalty: 5960.703613
	Iteration 35Q: 3 clusters Score -1.482559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 164281 members 
Entering Unmasked Estep 
Score: -14825582.000000 Penalty: 5960.703613
	Iteration 36Q: 3 clusters Score -1.482558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 164284 members 
Entering Unmasked Estep 
Score: -14825584.000000 Penalty: 5960.703613
	Iteration 37Q: 3 clusters Score -1.482558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -14825580.000000 Penalty: 5960.703613
	Iteration 38Q: 3 clusters Score -1.482558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -14825591.000000 Penalty: 5960.703613
	Iteration 39Q: 3 clusters Score -1.482559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 164288 members 
Entering Unmasked Estep 
Score: -14825583.000000 Penalty: 5960.703613
	Iteration 40F: 3 clusters Score -1.482558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (117583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117583 members 
Entering Unmasked Estep 
Score: -10785563.000000 Penalty: 2895.375244
	Iteration 0F: 2 clusters Score -1.078556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -10706955.000000 Penalty: 5790.750488
	Iteration 0F: 3 clusters Score -1.070696e+07 nChanged 55969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -10738958.000000 Penalty: 5790.750488
	Iteration 1F: 3 clusters Score -1.073896e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -10739887.000000 Penalty: 5790.750488
	Iteration 2Q: 3 clusters Score -1.073989e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -10740786.000000 Penalty: 5790.750488
	Iteration 3Q: 3 clusters Score -1.074079e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -10742035.000000 Penalty: 5790.750488
	Iteration 4Q: 3 clusters Score -1.074204e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -10743992.000000 Penalty: 5790.750488
	Iteration 5Q: 3 clusters Score -1.074399e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -10746676.000000 Penalty: 5790.750488
	Iteration 6Q: 3 clusters Score -1.074668e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -10750832.000000 Penalty: 5790.750488
	Iteration 7F: 3 clusters Score -1.075083e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -10756562.000000 Penalty: 5790.750488
	Iteration 8F: 3 clusters Score -1.075656e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -10763449.000000 Penalty: 5790.750488
	Iteration 9F: 3 clusters Score -1.076345e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
Score: -10770424.000000 Penalty: 5790.750488
	Iteration 10F: 3 clusters Score -1.077042e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -10776078.000000 Penalty: 5790.750488
	Iteration 11F: 3 clusters Score -1.077608e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 112713 members 
Entering Unmasked Estep 
Score: -10779639.000000 Penalty: 5790.750488
	Iteration 12Q: 3 clusters Score -1.077964e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -10781419.000000 Penalty: 5790.750488
	Iteration 13Q: 3 clusters Score -1.078142e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
Score: -10782237.000000 Penalty: 5790.750488
	Iteration 14Q: 3 clusters Score -1.078224e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 116594 members 
Entering Unmasked Estep 
Score: -10782610.000000 Penalty: 5790.750488
	Iteration 15Q: 3 clusters Score -1.078261e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -10782788.000000 Penalty: 5790.750488
	Iteration 16Q: 3 clusters Score -1.078279e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
Score: -10782873.000000 Penalty: 5790.750488
	Iteration 17Q: 3 clusters Score -1.078287e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 116972 members 
Entering Unmasked Estep 
Score: -10782940.000000 Penalty: 5790.750488
	Iteration 18Q: 3 clusters Score -1.078294e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 117004 members 
Entering Unmasked Estep 
Score: -10782973.000000 Penalty: 5790.750488
	Iteration 19Q: 3 clusters Score -1.078297e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -10782993.000000 Penalty: 5790.750488
	Iteration 20F: 3 clusters Score -1.078299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -10783012.000000 Penalty: 5790.750488
	Iteration 21Q: 3 clusters Score -1.078301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -10783038.000000 Penalty: 5790.750488
	Iteration 22Q: 3 clusters Score -1.078304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -10783063.000000 Penalty: 5790.750488
	Iteration 23Q: 3 clusters Score -1.078306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 117083 members 
Entering Unmasked Estep 
Score: -10783065.000000 Penalty: 5790.750488
	Iteration 24Q: 3 clusters Score -1.078306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 117087 members 
Entering Unmasked Estep 
Score: -10783073.000000 Penalty: 5790.750488
	Iteration 25Q: 3 clusters Score -1.078307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 117090 members 
Entering Unmasked Estep 
Score: -10783082.000000 Penalty: 5790.750488
	Iteration 26Q: 3 clusters Score -1.078308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 117090 members 
Entering Unmasked Estep 
Score: -10783082.000000 Penalty: 5790.750488
	Iteration 27Q: 3 clusters Score -1.078308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -10783078.000000 Penalty: 5790.750488
	Iteration 28Q: 3 clusters Score -1.078308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -10783082.000000 Penalty: 5790.750488
	Iteration 29Q: 3 clusters Score -1.078308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 117094 members 
Entering Unmasked Estep 
Score: -10783079.000000 Penalty: 5790.750488
	Iteration 30Q: 3 clusters Score -1.078308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -10783085.000000 Penalty: 5790.750488
	Iteration 31Q: 3 clusters Score -1.078308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -10783092.000000 Penalty: 5790.750488
	Iteration 32Q: 3 clusters Score -1.078309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -10783083.000000 Penalty: 5790.750488
	Iteration 33Q: 3 clusters Score -1.078308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -10783090.000000 Penalty: 5790.750488
	Iteration 34Q: 3 clusters Score -1.078309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -10783096.000000 Penalty: 5790.750488
	Iteration 35Q: 3 clusters Score -1.07831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 117110 members 
Entering Unmasked Estep 
Score: -10783098.000000 Penalty: 5790.750488
	Iteration 36Q: 3 clusters Score -1.07831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -10783093.000000 Penalty: 5790.750488
	Iteration 37Q: 3 clusters Score -1.078309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 117117 members 
Entering Unmasked Estep 
Score: -10783104.000000 Penalty: 5790.750488
	Iteration 38Q: 3 clusters Score -1.07831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -10783105.000000 Penalty: 5790.750488
	Iteration 39Q: 3 clusters Score -1.07831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 117128 members 
Entering Unmasked Estep 
Score: -10783105.000000 Penalty: 5790.750488
	Iteration 40F: 3 clusters Score -1.07831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 117129 members 
Entering Unmasked Estep 
Score: -10783111.000000 Penalty: 5790.750488
	Iteration 41Q: 3 clusters Score -1.078311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 117130 members 
Entering Unmasked Estep 
Score: -10783108.000000 Penalty: 5790.750488
	Iteration 42Q: 3 clusters Score -1.078311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -10783108.000000 Penalty: 5790.750488
	Iteration 43Q: 3 clusters Score -1.078311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -10783107.000000 Penalty: 5790.750488
	Iteration 44Q: 3 clusters Score -1.078311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -10783106.000000 Penalty: 5790.750488
	Iteration 45Q: 3 clusters Score -1.078311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 117134 members 
Entering Unmasked Estep 
Score: -10783109.000000 Penalty: 5790.750488
	Iteration 46Q: 3 clusters Score -1.078311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -10783111.000000 Penalty: 5790.750488
	Iteration 47Q: 3 clusters Score -1.078311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 117137 members 
Entering Unmasked Estep 
Score: -10783122.000000 Penalty: 5790.750488
	Iteration 48Q: 3 clusters Score -1.078312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 117137 members 
Entering Unmasked Estep 
Score: -10783122.000000 Penalty: 5790.750488
	Iteration 49F: 3 clusters Score -1.078312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -126801.992188 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126802 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -127279.929688 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127279.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -127555.109375 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127555.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -127817.726562 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -127817.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -128012.750000 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -128012.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -128179.929688 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -128179.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128308.976562 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -128309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128399.679688 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -128399.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128484.898438 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -128484.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -128559.281250 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -128559.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128619.640625 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -128619.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -128666.054688 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -128666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128687.710938 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -128687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128701.007812 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -128701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128708.757812 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -128708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128717.789062 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -128717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128727.015625 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -128727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128731.351562 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -128731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128735.062500 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -128735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128742.585938 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -128742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128750.507812 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -128750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128759.484375 Penalty: 3656.882324
	Iteration 21Q: 3 clusters Score -128759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128792.851562 Penalty: 3656.882324
	Iteration 22Q: 3 clusters Score -128792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128893.570312 Penalty: 3656.882324
	Iteration 23Q: 3 clusters Score -128893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128997.390625 Penalty: 3656.882324
	Iteration 24Q: 3 clusters Score -128997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129009.632812 Penalty: 3656.882324
	Iteration 25Q: 3 clusters Score -129009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129014.828125 Penalty: 3656.882324
	Iteration 26Q: 3 clusters Score -129014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129017.460938 Penalty: 3656.882324
	Iteration 27Q: 3 clusters Score -129017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -129019.390625 Penalty: 3656.882324
	Iteration 28Q: 3 clusters Score -129019.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -129019.390625 Penalty: 3656.882324
	Iteration 29F: 3 clusters Score -129019.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27404.380859 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -27404.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26108.060547 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -26108.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26432.244141 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -26432.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26558.550781 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -26558.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26614.777344 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -26614.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26620.824219 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -26620.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26634.683594 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -26634.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26637.716797 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -26637.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26642.552734 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -26642.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26642.552734 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -26642.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (123703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Entering Unmasked Estep 
Score: -11360754.000000 Penalty: 2907.958252
	Iteration 0F: 2 clusters Score -1.136075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -11277950.000000 Penalty: 5815.916504
	Iteration 0F: 3 clusters Score -1.127795e+07 nChanged 58977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -11311886.000000 Penalty: 5815.916504
	Iteration 1F: 3 clusters Score -1.131189e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -11312843.000000 Penalty: 5815.916504
	Iteration 2Q: 3 clusters Score -1.131284e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -11314224.000000 Penalty: 5815.916504
	Iteration 3Q: 3 clusters Score -1.131422e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68393 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -11315874.000000 Penalty: 5815.916504
	Iteration 4Q: 3 clusters Score -1.131587e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -11318358.000000 Penalty: 5815.916504
	Iteration 5Q: 3 clusters Score -1.131836e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -11321797.000000 Penalty: 5815.916504
	Iteration 6F: 3 clusters Score -1.13218e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -11326126.000000 Penalty: 5815.916504
	Iteration 7F: 3 clusters Score -1.132613e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -11331414.000000 Penalty: 5815.916504
	Iteration 8F: 3 clusters Score -1.133141e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -11337744.000000 Penalty: 5815.916504
	Iteration 9F: 3 clusters Score -1.133774e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -11343964.000000 Penalty: 5815.916504
	Iteration 10F: 3 clusters Score -1.134396e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -11349444.000000 Penalty: 5815.916504
	Iteration 11F: 3 clusters Score -1.134944e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117621 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -11353549.000000 Penalty: 5815.916504
	Iteration 12Q: 3 clusters Score -1.135355e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -11355981.000000 Penalty: 5815.916504
	Iteration 13Q: 3 clusters Score -1.135598e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121946 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11357100.000000 Penalty: 5815.916504
	Iteration 14Q: 3 clusters Score -1.13571e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122654 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11357647.000000 Penalty: 5815.916504
	Iteration 15Q: 3 clusters Score -1.135765e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11357887.000000 Penalty: 5815.916504
	Iteration 16Q: 3 clusters Score -1.135789e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11358021.000000 Penalty: 5815.916504
	Iteration 17Q: 3 clusters Score -1.135802e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11358065.000000 Penalty: 5815.916504
	Iteration 18Q: 3 clusters Score -1.135806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123231 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11358105.000000 Penalty: 5815.916504
	Iteration 19Q: 3 clusters Score -1.13581e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11358147.000000 Penalty: 5815.916504
	Iteration 20F: 3 clusters Score -1.135815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11358179.000000 Penalty: 5815.916504
	Iteration 21Q: 3 clusters Score -1.135818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11358189.000000 Penalty: 5815.916504
	Iteration 22Q: 3 clusters Score -1.135819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11358201.000000 Penalty: 5815.916504
	Iteration 23Q: 3 clusters Score -1.13582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123316 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11358221.000000 Penalty: 5815.916504
	Iteration 24Q: 3 clusters Score -1.135822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11358237.000000 Penalty: 5815.916504
	Iteration 25Q: 3 clusters Score -1.135824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123335 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11358247.000000 Penalty: 5815.916504
	Iteration 26Q: 3 clusters Score -1.135825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123341 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11358277.000000 Penalty: 5815.916504
	Iteration 27Q: 3 clusters Score -1.135828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123346 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11358274.000000 Penalty: 5815.916504
	Iteration 28Q: 3 clusters Score -1.135827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11358281.000000 Penalty: 5815.916504
	Iteration 29Q: 3 clusters Score -1.135828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11358276.000000 Penalty: 5815.916504
	Iteration 30Q: 3 clusters Score -1.135828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11358275.000000 Penalty: 5815.916504
	Iteration 31Q: 3 clusters Score -1.135828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11358275.000000 Penalty: 5815.916504
	Iteration 32F: 3 clusters Score -1.135828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15153.445312 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15153.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15238.277344 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15238.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15251.203125 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15261.136719 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -15261.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15261.136719 Penalty: 2684.176270
	Iteration 4F: 3 clusters Score -15261.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42945.878906 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -42945.88 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43158.609375 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43158.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43257.210938 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43257.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43308.496094 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -43308.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43356.980469 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43356.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43377.640625 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43377.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43380.417969 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43380.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43380.417969 Penalty: 3156.916504
	Iteration 7F: 3 clusters Score -43380.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35606 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10125 members 
Mstep: Class 11 contains 42499 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24828 members 
Mstep: Class 15 contains 13732 members 
Mstep: Class 16 contains 438726 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 16778 members 
Mstep: Class 19 contains 15603 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 165636 members 
Mstep: Class 22 contains 117583 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 123703 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619496.000000 Penalty: 96286.414062
Iteration 159Q: 29 clusters Score -9.36195e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35577 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10174 members 
Mstep: Class 11 contains 42669 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24827 members 
Mstep: Class 15 contains 13733 members 
Mstep: Class 16 contains 438719 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 16793 members 
Mstep: Class 19 contains 15608 members 
Mstep: Class 20 contains 4816 members 
Mstep: Class 21 contains 165662 members 
Mstep: Class 22 contains 117680 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 123369 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619656.000000 Penalty: 96286.414062
Iteration 160F: 29 clusters Score -9.361966e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35549 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10215 members 
Mstep: Class 11 contains 42847 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24820 members 
Mstep: Class 15 contains 13734 members 
Mstep: Class 16 contains 438715 members 
Mstep: Class 17 contains 7351 members 
Mstep: Class 18 contains 16804 members 
Mstep: Class 19 contains 15609 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 165683 members 
Mstep: Class 22 contains 117780 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 123027 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619656.000000 Penalty: 96286.414062
Iteration 161Q: 29 clusters Score -9.361966e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35524 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 43013 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24819 members 
Mstep: Class 15 contains 13737 members 
Mstep: Class 16 contains 438710 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 15609 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 165702 members 
Mstep: Class 22 contains 117869 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 122718 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619904.000000 Penalty: 96286.414062
Iteration 162Q: 29 clusters Score -9.36199e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35506 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10301 members 
Mstep: Class 11 contains 43172 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24819 members 
Mstep: Class 15 contains 13738 members 
Mstep: Class 16 contains 438710 members 
Mstep: Class 17 contains 7350 members 
Mstep: Class 18 contains 16833 members 
Mstep: Class 19 contains 15605 members 
Mstep: Class 20 contains 4816 members 
Mstep: Class 21 contains 165701 members 
Mstep: Class 22 contains 117956 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 122421 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619864.000000 Penalty: 96286.414062
Iteration 163Q: 29 clusters Score -9.361986e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 35493 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 43324 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24813 members 
Mstep: Class 15 contains 13743 members 
Mstep: Class 16 contains 438709 members 
Mstep: Class 17 contains 7351 members 
Mstep: Class 18 contains 16843 members 
Mstep: Class 19 contains 15606 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 165700 members 
Mstep: Class 22 contains 118030 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 122133 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619768.000000 Penalty: 96286.414062
Iteration 164Q: 29 clusters Score -9.361977e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 4774 members 
Mstep: Class 7 contains 35475 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10371 members 
Mstep: Class 11 contains 43471 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24819 members 
Mstep: Class 15 contains 13752 members 
Mstep: Class 16 contains 438700 members 
Mstep: Class 17 contains 7353 members 
Mstep: Class 18 contains 16851 members 
Mstep: Class 19 contains 15609 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 165670 members 
Mstep: Class 22 contains 118111 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 121875 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619864.000000 Penalty: 96286.414062
Iteration 165Q: 29 clusters Score -9.361986e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 35451 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 43622 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24821 members 
Mstep: Class 15 contains 13763 members 
Mstep: Class 16 contains 438688 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 16859 members 
Mstep: Class 19 contains 15615 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 165663 members 
Mstep: Class 22 contains 118210 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 121573 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620016.000000 Penalty: 96286.414062
Iteration 166Q: 29 clusters Score -9.362002e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 5527 members 
Mstep: Class 6 contains 4769 members 
Mstep: Class 7 contains 35434 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10452 members 
Mstep: Class 11 contains 43757 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24827 members 
Mstep: Class 15 contains 13773 members 
Mstep: Class 16 contains 438693 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 15611 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 165654 members 
Mstep: Class 22 contains 118304 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 121280 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620000.000000 Penalty: 96286.414062
Iteration 167Q: 29 clusters Score -9.362e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 5531 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 35418 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 43891 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24827 members 
Mstep: Class 15 contains 13778 members 
Mstep: Class 16 contains 438697 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 15607 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 165657 members 
Mstep: Class 22 contains 118395 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 121003 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619912.000000 Penalty: 96286.414062
Iteration 168Q: 29 clusters Score -9.361991e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 4771 members 
Mstep: Class 7 contains 35405 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10508 members 
Mstep: Class 11 contains 44010 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24829 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 438694 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 16876 members 
Mstep: Class 19 contains 15607 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 165684 members 
Mstep: Class 22 contains 118490 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 120738 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620064.000000 Penalty: 96286.414062
Iteration 169Q: 29 clusters Score -9.362006e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 4771 members 
Mstep: Class 7 contains 35388 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10532 members 
Mstep: Class 11 contains 44126 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24825 members 
Mstep: Class 15 contains 13784 members 
Mstep: Class 16 contains 438688 members 
Mstep: Class 17 contains 7353 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 15607 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 165692 members 
Mstep: Class 22 contains 118580 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 120495 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620000.000000 Penalty: 96286.414062
Iteration 170Q: 29 clusters Score -9.362e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10556 members 
Mstep: Class 11 contains 44247 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 13786 members 
Mstep: Class 16 contains 438683 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 15602 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 165688 members 
Mstep: Class 22 contains 118670 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 120263 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619984.000000 Penalty: 96286.414062
Iteration 171Q: 29 clusters Score -9.361998e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 35367 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10574 members 
Mstep: Class 11 contains 44360 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 24821 members 
Mstep: Class 15 contains 13787 members 
Mstep: Class 16 contains 438683 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 15598 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 165704 members 
Mstep: Class 22 contains 118747 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 120044 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620080.000000 Penalty: 96286.414062
Iteration 172Q: 29 clusters Score -9.362008e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 7 contains 35360 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 44467 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24820 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 438690 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 15598 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 165723 members 
Mstep: Class 22 contains 118830 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 119807 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620144.000000 Penalty: 96286.414062
Iteration 173Q: 29 clusters Score -9.362014e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 5573 members 
Mstep: Class 6 contains 4774 members 
Mstep: Class 7 contains 35356 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 44571 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24820 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 438691 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 15605 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 165746 members 
Mstep: Class 22 contains 118915 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 119560 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620064.000000 Penalty: 96286.414062
Iteration 174Q: 29 clusters Score -9.362006e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 5573 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 7 contains 35353 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10617 members 
Mstep: Class 11 contains 44709 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24825 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 438694 members 
Mstep: Class 17 contains 7351 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 15613 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 165770 members 
Mstep: Class 22 contains 118993 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 119290 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620104.000000 Penalty: 96286.414062
Iteration 175Q: 29 clusters Score -9.36201e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 4774 members 
Mstep: Class 7 contains 35353 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10621 members 
Mstep: Class 11 contains 44797 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24836 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 438699 members 
Mstep: Class 17 contains 7351 members 
Mstep: Class 18 contains 16883 members 
Mstep: Class 19 contains 15623 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 165804 members 
Mstep: Class 22 contains 119070 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 119043 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620048.000000 Penalty: 96286.414062
Iteration 176Q: 29 clusters Score -9.362005e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 5573 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 7 contains 35353 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 44911 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24842 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 438702 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 165815 members 
Mstep: Class 22 contains 119153 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 118803 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620200.000000 Penalty: 96286.414062
Iteration 177Q: 29 clusters Score -9.36202e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 5680 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 4777 members 
Mstep: Class 7 contains 35350 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10628 members 
Mstep: Class 11 contains 45028 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 15 contains 13788 members 
Mstep: Class 16 contains 438699 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 15639 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 165831 members 
Mstep: Class 22 contains 119235 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 118569 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620248.000000 Penalty: 96286.414062
Iteration 178Q: 29 clusters Score -9.362025e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 5680 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35347 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10636 members 
Mstep: Class 11 contains 45145 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 15 contains 13788 members 
Mstep: Class 16 contains 438693 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 16880 members 
Mstep: Class 19 contains 15635 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 165840 members 
Mstep: Class 22 contains 119307 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 118354 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620336.000000 Penalty: 96286.414062
Iteration 179Q: 29 clusters Score -9.362034e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 5682 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35344 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10647 members 
Mstep: Class 11 contains 45255 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24845 members 
Mstep: Class 15 contains 13790 members 
Mstep: Class 16 contains 438685 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 16885 members 
Mstep: Class 19 contains 15629 members 
Mstep: Class 20 contains 4822 members 
Mstep: Class 21 contains 165861 members 
Mstep: Class 22 contains 119374 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 118137 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620480.000000 Penalty: 96286.414062
Iteration 180F: 29 clusters Score -9.362048e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 5683 members 
Mstep: Class 5 contains 5580 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10661 members 
Mstep: Class 11 contains 45357 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 438684 members 
Mstep: Class 17 contains 7347 members 
Mstep: Class 18 contains 16891 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 4820 members 
Mstep: Class 21 contains 165865 members 
Mstep: Class 22 contains 119433 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 117950 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620688.000000 Penalty: 96286.414062
Iteration 181Q: 29 clusters Score -9.362069e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 5683 members 
Mstep: Class 5 contains 5579 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35333 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10676 members 
Mstep: Class 11 contains 45471 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 15 contains 13802 members 
Mstep: Class 16 contains 438679 members 
Mstep: Class 17 contains 7347 members 
Mstep: Class 18 contains 16896 members 
Mstep: Class 19 contains 15626 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 165850 members 
Mstep: Class 22 contains 119492 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 117764 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620768.000000 Penalty: 96286.414062
Iteration 182Q: 29 clusters Score -9.362077e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 5684 members 
Mstep: Class 5 contains 5579 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35329 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 45581 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24839 members 
Mstep: Class 15 contains 13809 members 
Mstep: Class 16 contains 438678 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 16896 members 
Mstep: Class 19 contains 15623 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 165857 members 
Mstep: Class 22 contains 119573 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 117550 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620864.000000 Penalty: 96286.414062
Iteration 183Q: 29 clusters Score -9.362086e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 5685 members 
Mstep: Class 5 contains 5583 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 35325 members 
Mstep: Class 8 contains 4511 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10697 members 
Mstep: Class 11 contains 45689 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24839 members 
Mstep: Class 15 contains 13816 members 
Mstep: Class 16 contains 438673 members 
Mstep: Class 17 contains 7345 members 
Mstep: Class 18 contains 16901 members 
Mstep: Class 19 contains 15622 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 165848 members 
Mstep: Class 22 contains 119658 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 117340 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620872.000000 Penalty: 96286.414062
Iteration 184Q: 29 clusters Score -9.362087e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 5686 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 4777 members 
Mstep: Class 7 contains 35325 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10704 members 
Mstep: Class 11 contains 45799 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24842 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 438670 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 16895 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165852 members 
Mstep: Class 22 contains 119721 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 117134 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620976.000000 Penalty: 96286.414062
Iteration 185Q: 29 clusters Score -9.362098e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 35323 members 
Mstep: Class 8 contains 4538 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10710 members 
Mstep: Class 11 contains 45909 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24846 members 
Mstep: Class 15 contains 13831 members 
Mstep: Class 16 contains 438667 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 16889 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 165877 members 
Mstep: Class 22 contains 119781 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 116909 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620984.000000 Penalty: 96286.414062
Iteration 186Q: 29 clusters Score -9.362098e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 35321 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10721 members 
Mstep: Class 11 contains 46002 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24845 members 
Mstep: Class 15 contains 13839 members 
Mstep: Class 16 contains 438664 members 
Mstep: Class 17 contains 7341 members 
Mstep: Class 18 contains 16888 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 165906 members 
Mstep: Class 22 contains 119837 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 116708 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621104.000000 Penalty: 96286.414062
Iteration 187Q: 29 clusters Score -9.36211e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35318 members 
Mstep: Class 8 contains 4561 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10729 members 
Mstep: Class 11 contains 46089 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24847 members 
Mstep: Class 15 contains 13841 members 
Mstep: Class 16 contains 438666 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 16890 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 165921 members 
Mstep: Class 22 contains 119899 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 116516 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621256.000000 Penalty: 96286.414062
Iteration 188Q: 29 clusters Score -9.362126e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 5686 members 
Mstep: Class 5 contains 5609 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35313 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10739 members 
Mstep: Class 11 contains 46186 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 13843 members 
Mstep: Class 16 contains 438649 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 18 contains 16887 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 165934 members 
Mstep: Class 22 contains 119967 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 116315 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621288.000000 Penalty: 96286.414062
Iteration 189Q: 29 clusters Score -9.362129e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5614 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35310 members 
Mstep: Class 8 contains 4587 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 46288 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 16886 members 
Mstep: Class 19 contains 15610 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 165937 members 
Mstep: Class 22 contains 120041 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 116121 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621400.000000 Penalty: 96286.414062
Iteration 190Q: 29 clusters Score -9.36214e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35302 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10764 members 
Mstep: Class 11 contains 46407 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24850 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 438636 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 16893 members 
Mstep: Class 19 contains 15607 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165929 members 
Mstep: Class 22 contains 120097 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 115935 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621512.000000 Penalty: 96286.414062
Iteration 191Q: 29 clusters Score -9.362151e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 5685 members 
Mstep: Class 5 contains 5625 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35296 members 
Mstep: Class 8 contains 4617 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 46521 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24847 members 
Mstep: Class 15 contains 13849 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 16898 members 
Mstep: Class 19 contains 15605 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165909 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 115761 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621416.000000 Penalty: 96286.414062
Iteration 192Q: 29 clusters Score -9.362142e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 5685 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35293 members 
Mstep: Class 8 contains 4635 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 46627 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24848 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 438630 members 
Mstep: Class 17 contains 7330 members 
Mstep: Class 18 contains 16902 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165897 members 
Mstep: Class 22 contains 120214 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 115584 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621264.000000 Penalty: 96286.414062
Iteration 193Q: 29 clusters Score -9.362126e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 5686 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35289 members 
Mstep: Class 8 contains 4648 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 46734 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24850 members 
Mstep: Class 15 contains 13849 members 
Mstep: Class 16 contains 438625 members 
Mstep: Class 17 contains 7327 members 
Mstep: Class 18 contains 16903 members 
Mstep: Class 19 contains 15601 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 165910 members 
Mstep: Class 22 contains 120280 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 115383 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621264.000000 Penalty: 96286.414062
Iteration 194Q: 29 clusters Score -9.362126e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5639 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35288 members 
Mstep: Class 8 contains 4658 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10795 members 
Mstep: Class 11 contains 46832 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 13850 members 
Mstep: Class 16 contains 438621 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 16901 members 
Mstep: Class 19 contains 15605 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 165918 members 
Mstep: Class 22 contains 120348 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 115186 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621368.000000 Penalty: 96286.414062
Iteration 195Q: 29 clusters Score -9.362137e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35287 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10800 members 
Mstep: Class 11 contains 46928 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 15 contains 13851 members 
Mstep: Class 16 contains 438622 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 16900 members 
Mstep: Class 19 contains 15614 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 165903 members 
Mstep: Class 22 contains 120426 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 114997 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621384.000000 Penalty: 96286.414062
Iteration 196Q: 29 clusters Score -9.362138e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35282 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 11 contains 47033 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24850 members 
Mstep: Class 15 contains 13852 members 
Mstep: Class 16 contains 438625 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 16900 members 
Mstep: Class 19 contains 15613 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 165900 members 
Mstep: Class 22 contains 120504 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 114803 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621328.000000 Penalty: 96286.414062
Iteration 197Q: 29 clusters Score -9.362133e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35280 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10819 members 
Mstep: Class 11 contains 47123 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24849 members 
Mstep: Class 15 contains 13850 members 
Mstep: Class 16 contains 438631 members 
Mstep: Class 17 contains 7326 members 
Mstep: Class 18 contains 16895 members 
Mstep: Class 19 contains 15615 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 165898 members 
Mstep: Class 22 contains 120598 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 114596 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621384.000000 Penalty: 96286.414062
Iteration 198Q: 29 clusters Score -9.362138e+07 nChanged 347
Entering ConstructFrom: 
Score: -93621384.000000 Penalty: 96286.414062
Entering ConstructFrom: 
Trying to split cluster 1 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -28537.240234 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -28537.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27189.486328 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -27189.49 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27545.652344 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -27545.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27681.697266 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -27681.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27727.976562 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -27727.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27743.878906 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -27743.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27748.121094 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -27748.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27749.724609 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -27749.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27750.529297 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -27750.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27750.529297 Penalty: 2946.324951
	Iteration 8F: 3 clusters Score -27750.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106586.937500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -106586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104438.953125 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -104439 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104825.656250 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -104825.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -104934.476562 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -104934.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105017.421875 Penalty: 3544.408447
	Iteration 3Q: 3 clusters Score -105017.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105075.039062 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -105075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105159.992188 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -105160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105317.132812 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -105317.1 nChanged 57
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: -105510.757812 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -105510.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105647.632812 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -105647.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -105710.750000 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -105710.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105759.867188 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -105759.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105785.773438 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -105785.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105803.445312 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -105803.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105825.960938 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -105826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105835.570312 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -105835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105843.851562 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -105843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105855.906250 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -105855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105868.500000 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -105868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105871.218750 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -105871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105875.484375 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -105875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105880.968750 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -105881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105885.156250 Penalty: 3544.408447
	Iteration 21Q: 3 clusters Score -105885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105890.718750 Penalty: 3544.408447
	Iteration 22Q: 3 clusters Score -105890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105893.539062 Penalty: 3544.408447
	Iteration 23Q: 3 clusters Score -105893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105897.601562 Penalty: 3544.408447
	Iteration 24Q: 3 clusters Score -105897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105904.546875 Penalty: 3544.408447
	Iteration 25Q: 3 clusters Score -105904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105913.085938 Penalty: 3544.408447
	Iteration 26Q: 3 clusters Score -105913.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105923.320312 Penalty: 3544.408447
	Iteration 27Q: 3 clusters Score -105923.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105929.820312 Penalty: 3544.408447
	Iteration 28Q: 3 clusters Score -105929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105940.796875 Penalty: 3544.408447
	Iteration 29Q: 3 clusters Score -105940.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105961.539062 Penalty: 3544.408447
	Iteration 30Q: 3 clusters Score -105961.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105984.140625 Penalty: 3544.408447
	Iteration 31Q: 3 clusters Score -105984.1 nChanged 10
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: -106008.468750 Penalty: 3544.408447
	Iteration 32Q: 3 clusters Score -106008.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106042.507812 Penalty: 3544.408447
	Iteration 33Q: 3 clusters Score -106042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106059.250000 Penalty: 3544.408447
	Iteration 34Q: 3 clusters Score -106059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106072.234375 Penalty: 3544.408447
	Iteration 35Q: 3 clusters Score -106072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -106094.320312 Penalty: 3544.408447
	Iteration 36Q: 3 clusters Score -106094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106110.359375 Penalty: 3544.408447
	Iteration 37Q: 3 clusters Score -106110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106145.500000 Penalty: 3544.408447
	Iteration 38Q: 3 clusters Score -106145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106210.382812 Penalty: 3544.408447
	Iteration 39Q: 3 clusters Score -106210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106228.835938 Penalty: 3544.408447
	Iteration 40F: 3 clusters Score -106228.8 nChanged 6
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: -106238.843750 Penalty: 3544.408447
	Iteration 41Q: 3 clusters Score -106238.8 nChanged 2
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: -106242.500000 Penalty: 3544.408447
	Iteration 42Q: 3 clusters Score -106242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -106247.343750 Penalty: 3544.408447
	Iteration 43Q: 3 clusters Score -106247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -106247.664062 Penalty: 3544.408447
	Iteration 44Q: 3 clusters Score -106247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -106247.664062 Penalty: 3544.408447
	Iteration 45F: 3 clusters Score -106247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -574389.000000 Penalty: 2178.662109
	Iteration 0F: 2 clusters Score -574389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -568912.187500 Penalty: 4357.324219
	Iteration 0F: 3 clusters Score -568912.2 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -570263.312500 Penalty: 4357.324219
	Iteration 1F: 3 clusters Score -570263.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -570464.125000 Penalty: 4357.324219
	Iteration 2F: 3 clusters Score -570464.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -570601.312500 Penalty: 4357.324219
	Iteration 3Q: 3 clusters Score -570601.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -570685.562500 Penalty: 4357.324219
	Iteration 4Q: 3 clusters Score -570685.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -570756.062500 Penalty: 4357.324219
	Iteration 5Q: 3 clusters Score -570756.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -570816.625000 Penalty: 4357.324219
	Iteration 6Q: 3 clusters Score -570816.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -570859.812500 Penalty: 4357.324219
	Iteration 7Q: 3 clusters Score -570859.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -570904.125000 Penalty: 4357.324219
	Iteration 8Q: 3 clusters Score -570904.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -570935.437500 Penalty: 4357.324219
	Iteration 9Q: 3 clusters Score -570935.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -570960.812500 Penalty: 4357.324219
	Iteration 10Q: 3 clusters Score -570960.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -570980.562500 Penalty: 4357.324219
	Iteration 11Q: 3 clusters Score -570980.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -571000.875000 Penalty: 4357.324219
	Iteration 12Q: 3 clusters Score -571000.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -571014.937500 Penalty: 4357.324219
	Iteration 13Q: 3 clusters Score -571014.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -571025.062500 Penalty: 4357.324219
	Iteration 14Q: 3 clusters Score -571025.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -571036.062500 Penalty: 4357.324219
	Iteration 15Q: 3 clusters Score -571036.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -571048.375000 Penalty: 4357.324219
	Iteration 16Q: 3 clusters Score -571048.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -571055.750000 Penalty: 4357.324219
	Iteration 17Q: 3 clusters Score -571055.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -571061.250000 Penalty: 4357.324219
	Iteration 18Q: 3 clusters Score -571061.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -571065.812500 Penalty: 4357.324219
	Iteration 19Q: 3 clusters Score -571065.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -571072.312500 Penalty: 4357.324219
	Iteration 20F: 3 clusters Score -571072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -571071.437500 Penalty: 4357.324219
	Iteration 21Q: 3 clusters Score -571071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -571073.687500 Penalty: 4357.324219
	Iteration 22Q: 3 clusters Score -571073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -571078.812500 Penalty: 4357.324219
	Iteration 23Q: 3 clusters Score -571078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -571082.062500 Penalty: 4357.324219
	Iteration 24Q: 3 clusters Score -571082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -571086.125000 Penalty: 4357.324219
	Iteration 25Q: 3 clusters Score -571086.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -571091.187500 Penalty: 4357.324219
	Iteration 26Q: 3 clusters Score -571091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -571092.437500 Penalty: 4357.324219
	Iteration 27Q: 3 clusters Score -571092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -571094.750000 Penalty: 4357.324219
	Iteration 28Q: 3 clusters Score -571094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -571096.625000 Penalty: 4357.324219
	Iteration 29Q: 3 clusters Score -571096.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -571098.187500 Penalty: 4357.324219
	Iteration 30Q: 3 clusters Score -571098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -571100.375000 Penalty: 4357.324219
	Iteration 31Q: 3 clusters Score -571100.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -571101.312500 Penalty: 4357.324219
	Iteration 32Q: 3 clusters Score -571101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -571104.625000 Penalty: 4357.324219
	Iteration 33Q: 3 clusters Score -571104.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -571105.000000 Penalty: 4357.324219
	Iteration 34Q: 3 clusters Score -571105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -571106.062500 Penalty: 4357.324219
	Iteration 35Q: 3 clusters Score -571106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -571107.687500 Penalty: 4357.324219
	Iteration 36Q: 3 clusters Score -571107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -571109.062500 Penalty: 4357.324219
	Iteration 37Q: 3 clusters Score -571109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -571110.125000 Penalty: 4357.324219
	Iteration 38Q: 3 clusters Score -571110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -571110.187500 Penalty: 4357.324219
	Iteration 39Q: 3 clusters Score -571110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -571111.125000 Penalty: 4357.324219
	Iteration 40F: 3 clusters Score -571111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -571110.937500 Penalty: 4357.324219
	Iteration 41Q: 3 clusters Score -571110.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -571110.875000 Penalty: 4357.324219
	Iteration 42Q: 3 clusters Score -571110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -571111.312500 Penalty: 4357.324219
	Iteration 43Q: 3 clusters Score -571111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -571112.250000 Penalty: 4357.324219
	Iteration 44Q: 3 clusters Score -571112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -571113.375000 Penalty: 4357.324219
	Iteration 45Q: 3 clusters Score -571113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -571114.562500 Penalty: 4357.324219
	Iteration 46Q: 3 clusters Score -571114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -571115.187500 Penalty: 4357.324219
	Iteration 47Q: 3 clusters Score -571115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -571116.625000 Penalty: 4357.324219
	Iteration 48Q: 3 clusters Score -571116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -571117.250000 Penalty: 4357.324219
	Iteration 49Q: 3 clusters Score -571117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -571119.625000 Penalty: 4357.324219
	Iteration 50Q: 3 clusters Score -571119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -571120.500000 Penalty: 4357.324219
	Iteration 51Q: 3 clusters Score -571120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -571121.687500 Penalty: 4357.324219
	Iteration 52Q: 3 clusters Score -571121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -571124.375000 Penalty: 4357.324219
	Iteration 53Q: 3 clusters Score -571124.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -571127.000000 Penalty: 4357.324219
	Iteration 54Q: 3 clusters Score -571127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -571131.812500 Penalty: 4357.324219
	Iteration 55Q: 3 clusters Score -571131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -571135.312500 Penalty: 4357.324219
	Iteration 56Q: 3 clusters Score -571135.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -571141.000000 Penalty: 4357.324219
	Iteration 57Q: 3 clusters Score -571141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -571146.562500 Penalty: 4357.324219
	Iteration 58Q: 3 clusters Score -571146.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -571153.187500 Penalty: 4357.324219
	Iteration 59Q: 3 clusters Score -571153.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -571156.875000 Penalty: 4357.324219
	Iteration 60F: 3 clusters Score -571156.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -571161.812500 Penalty: 4357.324219
	Iteration 61Q: 3 clusters Score -571161.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -571165.812500 Penalty: 4357.324219
	Iteration 62Q: 3 clusters Score -571165.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -571173.750000 Penalty: 4357.324219
	Iteration 63Q: 3 clusters Score -571173.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -571178.625000 Penalty: 4357.324219
	Iteration 64Q: 3 clusters Score -571178.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -571191.562500 Penalty: 4357.324219
	Iteration 65Q: 3 clusters Score -571191.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -571200.562500 Penalty: 4357.324219
	Iteration 66Q: 3 clusters Score -571200.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -571215.625000 Penalty: 4357.324219
	Iteration 67Q: 3 clusters Score -571215.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -571229.062500 Penalty: 4357.324219
	Iteration 68Q: 3 clusters Score -571229.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -571241.437500 Penalty: 4357.324219
	Iteration 69Q: 3 clusters Score -571241.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -571254.187500 Penalty: 4357.324219
	Iteration 70Q: 3 clusters Score -571254.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -571266.062500 Penalty: 4357.324219
	Iteration 71Q: 3 clusters Score -571266.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -571279.437500 Penalty: 4357.324219
	Iteration 72Q: 3 clusters Score -571279.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -571295.562500 Penalty: 4357.324219
	Iteration 73Q: 3 clusters Score -571295.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -571312.250000 Penalty: 4357.324219
	Iteration 74Q: 3 clusters Score -571312.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -571331.750000 Penalty: 4357.324219
	Iteration 75Q: 3 clusters Score -571331.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -571352.625000 Penalty: 4357.324219
	Iteration 76Q: 3 clusters Score -571352.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -571382.312500 Penalty: 4357.324219
	Iteration 77Q: 3 clusters Score -571382.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -571421.937500 Penalty: 4357.324219
	Iteration 78Q: 3 clusters Score -571421.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -571458.125000 Penalty: 4357.324219
	Iteration 79Q: 3 clusters Score -571458.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -571501.812500 Penalty: 4357.324219
	Iteration 80F: 3 clusters Score -571501.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -571552.000000 Penalty: 4357.324219
	Iteration 81Q: 3 clusters Score -571552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -571599.062500 Penalty: 4357.324219
	Iteration 82Q: 3 clusters Score -571599.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -571651.937500 Penalty: 4357.324219
	Iteration 83Q: 3 clusters Score -571651.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -571707.187500 Penalty: 4357.324219
	Iteration 84Q: 3 clusters Score -571707.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -571768.500000 Penalty: 4357.324219
	Iteration 85Q: 3 clusters Score -571768.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -571840.562500 Penalty: 4357.324219
	Iteration 86Q: 3 clusters Score -571840.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -571901.500000 Penalty: 4357.324219
	Iteration 87Q: 3 clusters Score -571901.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -571959.875000 Penalty: 4357.324219
	Iteration 88Q: 3 clusters Score -571959.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -572003.750000 Penalty: 4357.324219
	Iteration 89Q: 3 clusters Score -572003.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -572052.500000 Penalty: 4357.324219
	Iteration 90Q: 3 clusters Score -572052.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -572101.937500 Penalty: 4357.324219
	Iteration 91Q: 3 clusters Score -572101.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -572153.750000 Penalty: 4357.324219
	Iteration 92Q: 3 clusters Score -572153.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -572213.750000 Penalty: 4357.324219
	Iteration 93Q: 3 clusters Score -572213.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -572263.750000 Penalty: 4357.324219
	Iteration 94Q: 3 clusters Score -572263.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -572302.375000 Penalty: 4357.324219
	Iteration 95Q: 3 clusters Score -572302.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -572327.375000 Penalty: 4357.324219
	Iteration 96Q: 3 clusters Score -572327.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -572350.125000 Penalty: 4357.324219
	Iteration 97Q: 3 clusters Score -572350.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -572368.000000 Penalty: 4357.324219
	Iteration 98Q: 3 clusters Score -572368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -572384.625000 Penalty: 4357.324219
	Iteration 99Q: 3 clusters Score -572384.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -572396.875000 Penalty: 4357.324219
	Iteration 100F: 3 clusters Score -572396.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -572403.062500 Penalty: 4357.324219
	Iteration 101Q: 3 clusters Score -572403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -572408.750000 Penalty: 4357.324219
	Iteration 102Q: 3 clusters Score -572408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -572425.062500 Penalty: 4357.324219
	Iteration 103Q: 3 clusters Score -572425.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -572437.187500 Penalty: 4357.324219
	Iteration 104Q: 3 clusters Score -572437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -572442.125000 Penalty: 4357.324219
	Iteration 105Q: 3 clusters Score -572442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -572449.937500 Penalty: 4357.324219
	Iteration 106Q: 3 clusters Score -572449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -572455.687500 Penalty: 4357.324219
	Iteration 107Q: 3 clusters Score -572455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -572458.437500 Penalty: 4357.324219
	Iteration 108Q: 3 clusters Score -572458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -572459.812500 Penalty: 4357.324219
	Iteration 109Q: 3 clusters Score -572459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -572461.250000 Penalty: 4357.324219
	Iteration 110Q: 3 clusters Score -572461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -572460.812500 Penalty: 4357.324219
	Iteration 111Q: 3 clusters Score -572460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -572463.187500 Penalty: 4357.324219
	Iteration 112Q: 3 clusters Score -572463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -572462.937500 Penalty: 4357.324219
	Iteration 113Q: 3 clusters Score -572462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -572464.562500 Penalty: 4357.324219
	Iteration 114Q: 3 clusters Score -572464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -572465.312500 Penalty: 4357.324219
	Iteration 115Q: 3 clusters Score -572465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -572465.562500 Penalty: 4357.324219
	Iteration 116Q: 3 clusters Score -572465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -572465.562500 Penalty: 4357.324219
	Iteration 117F: 3 clusters Score -572465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -527480.687500 Penalty: 2144.236328
	Iteration 0F: 2 clusters Score -527480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -522507.187500 Penalty: 4288.472656
	Iteration 0F: 3 clusters Score -522507.2 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -523767.593750 Penalty: 4288.472656
	Iteration 1F: 3 clusters Score -523767.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -523983.125000 Penalty: 4288.472656
	Iteration 2F: 3 clusters Score -523983.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -524097.218750 Penalty: 4288.472656
	Iteration 3Q: 3 clusters Score -524097.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -524168.156250 Penalty: 4288.472656
	Iteration 4Q: 3 clusters Score -524168.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -524222.375000 Penalty: 4288.472656
	Iteration 5Q: 3 clusters Score -524222.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -524275.437500 Penalty: 4288.472656
	Iteration 6Q: 3 clusters Score -524275.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -524315.562500 Penalty: 4288.472656
	Iteration 7Q: 3 clusters Score -524315.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -524365.250000 Penalty: 4288.472656
	Iteration 8Q: 3 clusters Score -524365.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -524415.625000 Penalty: 4288.472656
	Iteration 9Q: 3 clusters Score -524415.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -524457.250000 Penalty: 4288.472656
	Iteration 10Q: 3 clusters Score -524457.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -524492.687500 Penalty: 4288.472656
	Iteration 11Q: 3 clusters Score -524492.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -524526.500000 Penalty: 4288.472656
	Iteration 12Q: 3 clusters Score -524526.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -524555.625000 Penalty: 4288.472656
	Iteration 13Q: 3 clusters Score -524555.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -524578.125000 Penalty: 4288.472656
	Iteration 14Q: 3 clusters Score -524578.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -524601.250000 Penalty: 4288.472656
	Iteration 15Q: 3 clusters Score -524601.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -524631.375000 Penalty: 4288.472656
	Iteration 16Q: 3 clusters Score -524631.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -524661.437500 Penalty: 4288.472656
	Iteration 17Q: 3 clusters Score -524661.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -524687.750000 Penalty: 4288.472656
	Iteration 18Q: 3 clusters Score -524687.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -524708.812500 Penalty: 4288.472656
	Iteration 19Q: 3 clusters Score -524708.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -524725.875000 Penalty: 4288.472656
	Iteration 20F: 3 clusters Score -524725.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -524745.687500 Penalty: 4288.472656
	Iteration 21Q: 3 clusters Score -524745.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -524760.250000 Penalty: 4288.472656
	Iteration 22Q: 3 clusters Score -524760.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -524774.437500 Penalty: 4288.472656
	Iteration 23Q: 3 clusters Score -524774.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -524787.562500 Penalty: 4288.472656
	Iteration 24Q: 3 clusters Score -524787.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -524802.875000 Penalty: 4288.472656
	Iteration 25Q: 3 clusters Score -524802.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -524820.625000 Penalty: 4288.472656
	Iteration 26Q: 3 clusters Score -524820.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -524833.062500 Penalty: 4288.472656
	Iteration 27Q: 3 clusters Score -524833.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -524853.500000 Penalty: 4288.472656
	Iteration 28Q: 3 clusters Score -524853.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -524871.437500 Penalty: 4288.472656
	Iteration 29Q: 3 clusters Score -524871.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -524891.312500 Penalty: 4288.472656
	Iteration 30Q: 3 clusters Score -524891.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -524912.812500 Penalty: 4288.472656
	Iteration 31Q: 3 clusters Score -524912.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -524932.562500 Penalty: 4288.472656
	Iteration 32Q: 3 clusters Score -524932.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -524951.687500 Penalty: 4288.472656
	Iteration 33Q: 3 clusters Score -524951.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -524968.625000 Penalty: 4288.472656
	Iteration 34Q: 3 clusters Score -524968.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -524984.062500 Penalty: 4288.472656
	Iteration 35Q: 3 clusters Score -524984.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -524995.812500 Penalty: 4288.472656
	Iteration 36Q: 3 clusters Score -524995.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -525010.500000 Penalty: 4288.472656
	Iteration 37Q: 3 clusters Score -525010.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -525032.125000 Penalty: 4288.472656
	Iteration 38Q: 3 clusters Score -525032.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -525050.375000 Penalty: 4288.472656
	Iteration 39Q: 3 clusters Score -525050.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -525077.125000 Penalty: 4288.472656
	Iteration 40F: 3 clusters Score -525077.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -525105.000000 Penalty: 4288.472656
	Iteration 41Q: 3 clusters Score -525105 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -525130.812500 Penalty: 4288.472656
	Iteration 42Q: 3 clusters Score -525130.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -525160.125000 Penalty: 4288.472656
	Iteration 43Q: 3 clusters Score -525160.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -525183.187500 Penalty: 4288.472656
	Iteration 44Q: 3 clusters Score -525183.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -525207.312500 Penalty: 4288.472656
	Iteration 45Q: 3 clusters Score -525207.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -525232.187500 Penalty: 4288.472656
	Iteration 46Q: 3 clusters Score -525232.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -525254.750000 Penalty: 4288.472656
	Iteration 47Q: 3 clusters Score -525254.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -525278.687500 Penalty: 4288.472656
	Iteration 48Q: 3 clusters Score -525278.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -525300.812500 Penalty: 4288.472656
	Iteration 49Q: 3 clusters Score -525300.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -525324.937500 Penalty: 4288.472656
	Iteration 50Q: 3 clusters Score -525324.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -525350.750000 Penalty: 4288.472656
	Iteration 51Q: 3 clusters Score -525350.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -525379.750000 Penalty: 4288.472656
	Iteration 52Q: 3 clusters Score -525379.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -525403.250000 Penalty: 4288.472656
	Iteration 53Q: 3 clusters Score -525403.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -525420.750000 Penalty: 4288.472656
	Iteration 54Q: 3 clusters Score -525420.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -525432.187500 Penalty: 4288.472656
	Iteration 55Q: 3 clusters Score -525432.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -525442.437500 Penalty: 4288.472656
	Iteration 56Q: 3 clusters Score -525442.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -525458.187500 Penalty: 4288.472656
	Iteration 57Q: 3 clusters Score -525458.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -525478.250000 Penalty: 4288.472656
	Iteration 58Q: 3 clusters Score -525478.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -525493.875000 Penalty: 4288.472656
	Iteration 59Q: 3 clusters Score -525493.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -525503.812500 Penalty: 4288.472656
	Iteration 60F: 3 clusters Score -525503.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -525515.625000 Penalty: 4288.472656
	Iteration 61Q: 3 clusters Score -525515.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -525524.125000 Penalty: 4288.472656
	Iteration 62Q: 3 clusters Score -525524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -525533.812500 Penalty: 4288.472656
	Iteration 63Q: 3 clusters Score -525533.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -525545.000000 Penalty: 4288.472656
	Iteration 64Q: 3 clusters Score -525545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -525556.125000 Penalty: 4288.472656
	Iteration 65Q: 3 clusters Score -525556.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -525573.312500 Penalty: 4288.472656
	Iteration 66Q: 3 clusters Score -525573.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -525584.625000 Penalty: 4288.472656
	Iteration 67Q: 3 clusters Score -525584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -525586.312500 Penalty: 4288.472656
	Iteration 68Q: 3 clusters Score -525586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -525590.062500 Penalty: 4288.472656
	Iteration 69Q: 3 clusters Score -525590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -525592.312500 Penalty: 4288.472656
	Iteration 70Q: 3 clusters Score -525592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -525594.375000 Penalty: 4288.472656
	Iteration 71Q: 3 clusters Score -525594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -525598.000000 Penalty: 4288.472656
	Iteration 72Q: 3 clusters Score -525598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -525601.312500 Penalty: 4288.472656
	Iteration 73Q: 3 clusters Score -525601.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -525602.750000 Penalty: 4288.472656
	Iteration 74Q: 3 clusters Score -525602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -525604.312500 Penalty: 4288.472656
	Iteration 75Q: 3 clusters Score -525604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -525605.562500 Penalty: 4288.472656
	Iteration 76Q: 3 clusters Score -525605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -525607.875000 Penalty: 4288.472656
	Iteration 77Q: 3 clusters Score -525607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -525610.750000 Penalty: 4288.472656
	Iteration 78Q: 3 clusters Score -525610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -525612.625000 Penalty: 4288.472656
	Iteration 79Q: 3 clusters Score -525612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -525612.625000 Penalty: 4288.472656
	Iteration 80F: 3 clusters Score -525612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Entering Unmasked Estep 
Score: -478983.062500 Penalty: 2142.486084
	Iteration 0F: 2 clusters Score -478983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -474030.093750 Penalty: 4284.972168
	Iteration 0F: 3 clusters Score -474030.1 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -475223.093750 Penalty: 4284.972168
	Iteration 1F: 3 clusters Score -475223.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -475498.625000 Penalty: 4284.972168
	Iteration 2F: 3 clusters Score -475498.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -475714.343750 Penalty: 4284.972168
	Iteration 3F: 3 clusters Score -475714.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -475960.468750 Penalty: 4284.972168
	Iteration 4F: 3 clusters Score -475960.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -476241.000000 Penalty: 4284.972168
	Iteration 5F: 3 clusters Score -476241 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -476554.656250 Penalty: 4284.972168
	Iteration 6F: 3 clusters Score -476554.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -476859.187500 Penalty: 4284.972168
	Iteration 7F: 3 clusters Score -476859.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -477128.593750 Penalty: 4284.972168
	Iteration 8F: 3 clusters Score -477128.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -477338.937500 Penalty: 4284.972168
	Iteration 9Q: 3 clusters Score -477338.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -477499.718750 Penalty: 4284.972168
	Iteration 10Q: 3 clusters Score -477499.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -477615.593750 Penalty: 4284.972168
	Iteration 11Q: 3 clusters Score -477615.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -477727.000000 Penalty: 4284.972168
	Iteration 12Q: 3 clusters Score -477727 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -477842.250000 Penalty: 4284.972168
	Iteration 13Q: 3 clusters Score -477842.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -477972.781250 Penalty: 4284.972168
	Iteration 14Q: 3 clusters Score -477972.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -478099.531250 Penalty: 4284.972168
	Iteration 15Q: 3 clusters Score -478099.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -478191.875000 Penalty: 4284.972168
	Iteration 16Q: 3 clusters Score -478191.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -478260.750000 Penalty: 4284.972168
	Iteration 17Q: 3 clusters Score -478260.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -478290.625000 Penalty: 4284.972168
	Iteration 18Q: 3 clusters Score -478290.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -478302.343750 Penalty: 4284.972168
	Iteration 19Q: 3 clusters Score -478302.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -478307.687500 Penalty: 4284.972168
	Iteration 20F: 3 clusters Score -478307.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -478312.593750 Penalty: 4284.972168
	Iteration 21Q: 3 clusters Score -478312.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -478313.968750 Penalty: 4284.972168
	Iteration 22Q: 3 clusters Score -478314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -478316.937500 Penalty: 4284.972168
	Iteration 23Q: 3 clusters Score -478316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -478318.406250 Penalty: 4284.972168
	Iteration 24Q: 3 clusters Score -478318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -478318.531250 Penalty: 4284.972168
	Iteration 25Q: 3 clusters Score -478318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -478318.562500 Penalty: 4284.972168
	Iteration 26Q: 3 clusters Score -478318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -478319.125000 Penalty: 4284.972168
	Iteration 27Q: 3 clusters Score -478319.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -478319.125000 Penalty: 4284.972168
	Iteration 28F: 3 clusters Score -478319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -413091.468750 Penalty: 2101.623047
	Iteration 0F: 2 clusters Score -413091.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -408730.968750 Penalty: 4203.246094
	Iteration 0F: 3 clusters Score -408731 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -409740.031250 Penalty: 4203.246094
	Iteration 1F: 3 clusters Score -409740 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -409968.281250 Penalty: 4203.246094
	Iteration 2F: 3 clusters Score -409968.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -410125.593750 Penalty: 4203.246094
	Iteration 3F: 3 clusters Score -410125.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -410229.968750 Penalty: 4203.246094
	Iteration 4Q: 3 clusters Score -410230 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -410305.750000 Penalty: 4203.246094
	Iteration 5Q: 3 clusters Score -410305.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -410361.781250 Penalty: 4203.246094
	Iteration 6Q: 3 clusters Score -410361.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -410426.281250 Penalty: 4203.246094
	Iteration 7Q: 3 clusters Score -410426.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -410479.187500 Penalty: 4203.246094
	Iteration 8Q: 3 clusters Score -410479.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -410525.250000 Penalty: 4203.246094
	Iteration 9Q: 3 clusters Score -410525.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -410576.250000 Penalty: 4203.246094
	Iteration 10Q: 3 clusters Score -410576.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -410628.687500 Penalty: 4203.246094
	Iteration 11Q: 3 clusters Score -410628.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -410682.437500 Penalty: 4203.246094
	Iteration 12Q: 3 clusters Score -410682.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -410737.625000 Penalty: 4203.246094
	Iteration 13Q: 3 clusters Score -410737.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -410786.343750 Penalty: 4203.246094
	Iteration 14Q: 3 clusters Score -410786.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -410841.343750 Penalty: 4203.246094
	Iteration 15Q: 3 clusters Score -410841.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -410886.343750 Penalty: 4203.246094
	Iteration 16Q: 3 clusters Score -410886.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -410925.281250 Penalty: 4203.246094
	Iteration 17Q: 3 clusters Score -410925.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -410961.625000 Penalty: 4203.246094
	Iteration 18Q: 3 clusters Score -410961.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -410992.468750 Penalty: 4203.246094
	Iteration 19Q: 3 clusters Score -410992.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -411014.718750 Penalty: 4203.246094
	Iteration 20F: 3 clusters Score -411014.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -411032.468750 Penalty: 4203.246094
	Iteration 21Q: 3 clusters Score -411032.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -411051.218750 Penalty: 4203.246094
	Iteration 22Q: 3 clusters Score -411051.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -411068.093750 Penalty: 4203.246094
	Iteration 23Q: 3 clusters Score -411068.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -411080.531250 Penalty: 4203.246094
	Iteration 24Q: 3 clusters Score -411080.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -411092.156250 Penalty: 4203.246094
	Iteration 25Q: 3 clusters Score -411092.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -411106.906250 Penalty: 4203.246094
	Iteration 26Q: 3 clusters Score -411106.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -411120.375000 Penalty: 4203.246094
	Iteration 27Q: 3 clusters Score -411120.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -411138.562500 Penalty: 4203.246094
	Iteration 28Q: 3 clusters Score -411138.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -411162.093750 Penalty: 4203.246094
	Iteration 29Q: 3 clusters Score -411162.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -411176.093750 Penalty: 4203.246094
	Iteration 30Q: 3 clusters Score -411176.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -411186.187500 Penalty: 4203.246094
	Iteration 31Q: 3 clusters Score -411186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -411189.906250 Penalty: 4203.246094
	Iteration 32Q: 3 clusters Score -411189.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -411195.718750 Penalty: 4203.246094
	Iteration 33Q: 3 clusters Score -411195.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -411203.343750 Penalty: 4203.246094
	Iteration 34Q: 3 clusters Score -411203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -411207.250000 Penalty: 4203.246094
	Iteration 35Q: 3 clusters Score -411207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -411212.000000 Penalty: 4203.246094
	Iteration 36Q: 3 clusters Score -411212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -411216.218750 Penalty: 4203.246094
	Iteration 37Q: 3 clusters Score -411216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -411218.781250 Penalty: 4203.246094
	Iteration 38Q: 3 clusters Score -411218.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -411221.750000 Penalty: 4203.246094
	Iteration 39Q: 3 clusters Score -411221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -411223.531250 Penalty: 4203.246094
	Iteration 40F: 3 clusters Score -411223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -411224.218750 Penalty: 4203.246094
	Iteration 41Q: 3 clusters Score -411224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -411225.750000 Penalty: 4203.246094
	Iteration 42Q: 3 clusters Score -411225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -411225.687500 Penalty: 4203.246094
	Iteration 43Q: 3 clusters Score -411225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -411226.375000 Penalty: 4203.246094
	Iteration 44Q: 3 clusters Score -411226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -411227.937500 Penalty: 4203.246094
	Iteration 45Q: 3 clusters Score -411227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -411228.843750 Penalty: 4203.246094
	Iteration 46Q: 3 clusters Score -411228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -411229.531250 Penalty: 4203.246094
	Iteration 47Q: 3 clusters Score -411229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -411229.968750 Penalty: 4203.246094
	Iteration 48Q: 3 clusters Score -411230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -411229.968750 Penalty: 4203.246094
	Iteration 49F: 3 clusters Score -411230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Entering Unmasked Estep 
Score: -3345124.250000 Penalty: 2596.790771
	Iteration 0F: 2 clusters Score -3345124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3321018.500000 Penalty: 5193.581543
	Iteration 0F: 3 clusters Score -3321018 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3329829.500000 Penalty: 5193.581543
	Iteration 1F: 3 clusters Score -3329830 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3330366.500000 Penalty: 5193.581543
	Iteration 2Q: 3 clusters Score -3330366 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3330866.750000 Penalty: 5193.581543
	Iteration 3Q: 3 clusters Score -3330867 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3331379.750000 Penalty: 5193.581543
	Iteration 4Q: 3 clusters Score -3331380 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3331973.000000 Penalty: 5193.581543
	Iteration 5Q: 3 clusters Score -3331973 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3332718.750000 Penalty: 5193.581543
	Iteration 6Q: 3 clusters Score -3332719 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3333683.000000 Penalty: 5193.581543
	Iteration 7F: 3 clusters Score -3333683 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3335047.250000 Penalty: 5193.581543
	Iteration 8F: 3 clusters Score -3335047 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3336785.250000 Penalty: 5193.581543
	Iteration 9F: 3 clusters Score -3336785 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -3338612.000000 Penalty: 5193.581543
	Iteration 10F: 3 clusters Score -3338612 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3340153.750000 Penalty: 5193.581543
	Iteration 11F: 3 clusters Score -3340154 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3341226.250000 Penalty: 5193.581543
	Iteration 12Q: 3 clusters Score -3341226 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3341918.750000 Penalty: 5193.581543
	Iteration 13Q: 3 clusters Score -3341919 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3342320.500000 Penalty: 5193.581543
	Iteration 14Q: 3 clusters Score -3342320 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3342608.250000 Penalty: 5193.581543
	Iteration 15Q: 3 clusters Score -3342608 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3342763.000000 Penalty: 5193.581543
	Iteration 16Q: 3 clusters Score -3342763 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3342858.500000 Penalty: 5193.581543
	Iteration 17Q: 3 clusters Score -3342858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3342914.750000 Penalty: 5193.581543
	Iteration 18Q: 3 clusters Score -3342915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3342967.750000 Penalty: 5193.581543
	Iteration 19Q: 3 clusters Score -3342968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3342986.500000 Penalty: 5193.581543
	Iteration 20F: 3 clusters Score -3342986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3343006.250000 Penalty: 5193.581543
	Iteration 21Q: 3 clusters Score -3343006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3343018.750000 Penalty: 5193.581543
	Iteration 22Q: 3 clusters Score -3343019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3343026.500000 Penalty: 5193.581543
	Iteration 23Q: 3 clusters Score -3343026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3343033.250000 Penalty: 5193.581543
	Iteration 24Q: 3 clusters Score -3343033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3343037.750000 Penalty: 5193.581543
	Iteration 25Q: 3 clusters Score -3343038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3343040.000000 Penalty: 5193.581543
	Iteration 26Q: 3 clusters Score -3343040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3343042.000000 Penalty: 5193.581543
	Iteration 27Q: 3 clusters Score -3343042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3343043.750000 Penalty: 5193.581543
	Iteration 28Q: 3 clusters Score -3343044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3343046.750000 Penalty: 5193.581543
	Iteration 29Q: 3 clusters Score -3343047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3343046.500000 Penalty: 5193.581543
	Iteration 30Q: 3 clusters Score -3343046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3343050.000000 Penalty: 5193.581543
	Iteration 31Q: 3 clusters Score -3343050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3343050.000000 Penalty: 5193.581543
	Iteration 32Q: 3 clusters Score -3343050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3343052.500000 Penalty: 5193.581543
	Iteration 33Q: 3 clusters Score -3343052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3343053.250000 Penalty: 5193.581543
	Iteration 34Q: 3 clusters Score -3343053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3343056.500000 Penalty: 5193.581543
	Iteration 35Q: 3 clusters Score -3343056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3343057.250000 Penalty: 5193.581543
	Iteration 36Q: 3 clusters Score -3343057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3343059.750000 Penalty: 5193.581543
	Iteration 37Q: 3 clusters Score -3343060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3343059.750000 Penalty: 5193.581543
	Iteration 38F: 3 clusters Score -3343060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -423473.468750 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -423473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -419161.781250 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -419161.8 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -420385.812500 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -420385.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -421000.906250 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -421000.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -421680.968750 Penalty: 4193.837402
	Iteration 3F: 3 clusters Score -421681 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -422280.062500 Penalty: 4193.837402
	Iteration 4F: 3 clusters Score -422280.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -422695.281250 Penalty: 4193.837402
	Iteration 5F: 3 clusters Score -422695.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -422867.750000 Penalty: 4193.837402
	Iteration 6Q: 3 clusters Score -422867.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -422941.906250 Penalty: 4193.837402
	Iteration 7Q: 3 clusters Score -422941.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -422971.000000 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -422971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -422991.062500 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -422991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -422999.281250 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -422999.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -423005.187500 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -423005.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -423008.125000 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -423008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -423010.625000 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -423010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -423012.312500 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -423012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -423012.812500 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -423012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -423014.281250 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -423014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -423014.281250 Penalty: 4193.837402
	Iteration 17F: 3 clusters Score -423014.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 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 424 members 
Entering Unmasked Estep 
Score: -65659.859375 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65659.86 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66062.312500 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -66062.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66234.140625 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -66234.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66302.359375 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -66302.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66359.109375 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -66359.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66394.054688 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -66394.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66418.437500 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66418.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66444.664062 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66444.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66472.031250 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66472.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66494.812500 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66494.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66526.960938 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -66526.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66542.710938 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -66542.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66567.968750 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -66567.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66597.687500 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -66597.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66636.093750 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -66636.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66664.195312 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -66664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66689.960938 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -66689.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66708.960938 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -66708.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66723.312500 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -66723.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66759.820312 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -66759.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66829.562500 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -66829.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66932.437500 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -66932.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67143.312500 Penalty: 3329.023193
	Iteration 22Q: 3 clusters Score -67143.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67222.500000 Penalty: 3329.023193
	Iteration 23Q: 3 clusters Score -67222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -67278.390625 Penalty: 3329.023193
	Iteration 24Q: 3 clusters Score -67278.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -67302.375000 Penalty: 3329.023193
	Iteration 25Q: 3 clusters Score -67302.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67317.187500 Penalty: 3329.023193
	Iteration 26Q: 3 clusters Score -67317.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67333.648438 Penalty: 3329.023193
	Iteration 27Q: 3 clusters Score -67333.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67348.554688 Penalty: 3329.023193
	Iteration 28Q: 3 clusters Score -67348.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67348.554688 Penalty: 3329.023193
	Iteration 29F: 3 clusters Score -67348.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Entering Unmasked Estep 
Score: -966683.375000 Penalty: 2303.984619
	Iteration 0F: 2 clusters Score -966683.4 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 5487 members 
Entering Unmasked Estep 
Score: -958494.125000 Penalty: 4607.969238
	Iteration 0F: 3 clusters Score -958494.1 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -961013.125000 Penalty: 4607.969238
	Iteration 1F: 3 clusters Score -961013.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -961453.500000 Penalty: 4607.969238
	Iteration 2F: 3 clusters Score -961453.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -961778.937500 Penalty: 4607.969238
	Iteration 3F: 3 clusters Score -961778.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -962039.437500 Penalty: 4607.969238
	Iteration 4Q: 3 clusters Score -962039.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -962250.937500 Penalty: 4607.969238
	Iteration 5Q: 3 clusters Score -962250.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -962429.750000 Penalty: 4607.969238
	Iteration 6Q: 3 clusters Score -962429.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -962609.000000 Penalty: 4607.969238
	Iteration 7Q: 3 clusters Score -962609 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -962786.187500 Penalty: 4607.969238
	Iteration 8Q: 3 clusters Score -962786.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -962977.125000 Penalty: 4607.969238
	Iteration 9Q: 3 clusters Score -962977.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -963174.000000 Penalty: 4607.969238
	Iteration 10Q: 3 clusters Score -963174 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -963377.875000 Penalty: 4607.969238
	Iteration 11Q: 3 clusters Score -963377.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -963574.000000 Penalty: 4607.969238
	Iteration 12Q: 3 clusters Score -963574 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -963751.062500 Penalty: 4607.969238
	Iteration 13Q: 3 clusters Score -963751.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -963943.937500 Penalty: 4607.969238
	Iteration 14Q: 3 clusters Score -963943.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -964150.875000 Penalty: 4607.969238
	Iteration 15Q: 3 clusters Score -964150.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -964294.125000 Penalty: 4607.969238
	Iteration 16Q: 3 clusters Score -964294.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -964426.125000 Penalty: 4607.969238
	Iteration 17Q: 3 clusters Score -964426.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -964544.375000 Penalty: 4607.969238
	Iteration 18Q: 3 clusters Score -964544.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -964632.812500 Penalty: 4607.969238
	Iteration 19Q: 3 clusters Score -964632.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -964710.875000 Penalty: 4607.969238
	Iteration 20F: 3 clusters Score -964710.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -964783.562500 Penalty: 4607.969238
	Iteration 21Q: 3 clusters Score -964783.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -964869.375000 Penalty: 4607.969238
	Iteration 22Q: 3 clusters Score -964869.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -964938.875000 Penalty: 4607.969238
	Iteration 23Q: 3 clusters Score -964938.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -965012.187500 Penalty: 4607.969238
	Iteration 24Q: 3 clusters Score -965012.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -965059.312500 Penalty: 4607.969238
	Iteration 25Q: 3 clusters Score -965059.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -965102.312500 Penalty: 4607.969238
	Iteration 26Q: 3 clusters Score -965102.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -965138.937500 Penalty: 4607.969238
	Iteration 27Q: 3 clusters Score -965138.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -965156.625000 Penalty: 4607.969238
	Iteration 28Q: 3 clusters Score -965156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -965172.062500 Penalty: 4607.969238
	Iteration 29Q: 3 clusters Score -965172.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -965180.812500 Penalty: 4607.969238
	Iteration 30Q: 3 clusters Score -965180.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -965193.437500 Penalty: 4607.969238
	Iteration 31Q: 3 clusters Score -965193.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -965199.687500 Penalty: 4607.969238
	Iteration 32Q: 3 clusters Score -965199.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -965209.125000 Penalty: 4607.969238
	Iteration 33Q: 3 clusters Score -965209.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -965218.375000 Penalty: 4607.969238
	Iteration 34Q: 3 clusters Score -965218.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -965229.062500 Penalty: 4607.969238
	Iteration 35Q: 3 clusters Score -965229.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -965237.687500 Penalty: 4607.969238
	Iteration 36Q: 3 clusters Score -965237.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -965249.250000 Penalty: 4607.969238
	Iteration 37Q: 3 clusters Score -965249.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -965258.250000 Penalty: 4607.969238
	Iteration 38Q: 3 clusters Score -965258.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -965266.250000 Penalty: 4607.969238
	Iteration 39Q: 3 clusters Score -965266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -965287.812500 Penalty: 4607.969238
	Iteration 40F: 3 clusters Score -965287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -965301.937500 Penalty: 4607.969238
	Iteration 41Q: 3 clusters Score -965301.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -965324.187500 Penalty: 4607.969238
	Iteration 42Q: 3 clusters Score -965324.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -965362.625000 Penalty: 4607.969238
	Iteration 43Q: 3 clusters Score -965362.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -965392.187500 Penalty: 4607.969238
	Iteration 44Q: 3 clusters Score -965392.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -965411.437500 Penalty: 4607.969238
	Iteration 45Q: 3 clusters Score -965411.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -965424.750000 Penalty: 4607.969238
	Iteration 46Q: 3 clusters Score -965424.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -965433.625000 Penalty: 4607.969238
	Iteration 47Q: 3 clusters Score -965433.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -965439.750000 Penalty: 4607.969238
	Iteration 48Q: 3 clusters Score -965439.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -965441.125000 Penalty: 4607.969238
	Iteration 49Q: 3 clusters Score -965441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -965445.875000 Penalty: 4607.969238
	Iteration 50Q: 3 clusters Score -965445.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -965448.312500 Penalty: 4607.969238
	Iteration 51Q: 3 clusters Score -965448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -965451.562500 Penalty: 4607.969238
	Iteration 52Q: 3 clusters Score -965451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -965455.437500 Penalty: 4607.969238
	Iteration 53Q: 3 clusters Score -965455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -965456.125000 Penalty: 4607.969238
	Iteration 54Q: 3 clusters Score -965456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -965458.187500 Penalty: 4607.969238
	Iteration 55Q: 3 clusters Score -965458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -965459.687500 Penalty: 4607.969238
	Iteration 56Q: 3 clusters Score -965459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -965459.437500 Penalty: 4607.969238
	Iteration 57Q: 3 clusters Score -965459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -965459.000000 Penalty: 4607.969238
	Iteration 58Q: 3 clusters Score -965459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -965459.187500 Penalty: 4607.969238
	Iteration 59Q: 3 clusters Score -965459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -965460.937500 Penalty: 4607.969238
	Iteration 60F: 3 clusters Score -965460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -965460.500000 Penalty: 4607.969238
	Iteration 61Q: 3 clusters Score -965460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -965460.437500 Penalty: 4607.969238
	Iteration 62Q: 3 clusters Score -965460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -965461.562500 Penalty: 4607.969238
	Iteration 63Q: 3 clusters Score -965461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -965462.562500 Penalty: 4607.969238
	Iteration 64Q: 3 clusters Score -965462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -965463.562500 Penalty: 4607.969238
	Iteration 65Q: 3 clusters Score -965463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -965465.500000 Penalty: 4607.969238
	Iteration 66Q: 3 clusters Score -965465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -965467.625000 Penalty: 4607.969238
	Iteration 67Q: 3 clusters Score -965467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -965467.687500 Penalty: 4607.969238
	Iteration 68Q: 3 clusters Score -965467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -965470.125000 Penalty: 4607.969238
	Iteration 69Q: 3 clusters Score -965470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -965476.000000 Penalty: 4607.969238
	Iteration 70Q: 3 clusters Score -965476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -965478.250000 Penalty: 4607.969238
	Iteration 71Q: 3 clusters Score -965478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -965479.312500 Penalty: 4607.969238
	Iteration 72Q: 3 clusters Score -965479.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -965483.437500 Penalty: 4607.969238
	Iteration 73Q: 3 clusters Score -965483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -965483.812500 Penalty: 4607.969238
	Iteration 74Q: 3 clusters Score -965483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -965486.375000 Penalty: 4607.969238
	Iteration 75Q: 3 clusters Score -965486.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -965488.312500 Penalty: 4607.969238
	Iteration 76Q: 3 clusters Score -965488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -965490.312500 Penalty: 4607.969238
	Iteration 77Q: 3 clusters Score -965490.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -965492.562500 Penalty: 4607.969238
	Iteration 78Q: 3 clusters Score -965492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -965493.937500 Penalty: 4607.969238
	Iteration 79Q: 3 clusters Score -965493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -965494.625000 Penalty: 4607.969238
	Iteration 80F: 3 clusters Score -965494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -965496.187500 Penalty: 4607.969238
	Iteration 81Q: 3 clusters Score -965496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -965496.437500 Penalty: 4607.969238
	Iteration 82Q: 3 clusters Score -965496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -965497.062500 Penalty: 4607.969238
	Iteration 83Q: 3 clusters Score -965497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -965499.375000 Penalty: 4607.969238
	Iteration 84Q: 3 clusters Score -965499.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -965499.375000 Penalty: 4607.969238
	Iteration 85F: 3 clusters Score -965499.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Entering Unmasked Estep 
Score: -4287282.500000 Penalty: 2669.086426
	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 23703 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4255582.000000 Penalty: 5338.172852
	Iteration 0F: 3 clusters Score -4255582 nChanged 21676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4267516.000000 Penalty: 5338.172852
	Iteration 1F: 3 clusters Score -4267516 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4268170.000000 Penalty: 5338.172852
	Iteration 2Q: 3 clusters Score -4268170 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4268960.000000 Penalty: 5338.172852
	Iteration 3Q: 3 clusters Score -4268960 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4269919.000000 Penalty: 5338.172852
	Iteration 4Q: 3 clusters Score -4269919 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4271275.500000 Penalty: 5338.172852
	Iteration 5F: 3 clusters Score -4271276 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4273244.000000 Penalty: 5338.172852
	Iteration 6F: 3 clusters Score -4273244 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -4275681.500000 Penalty: 5338.172852
	Iteration 7F: 3 clusters Score -4275682 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -4278383.000000 Penalty: 5338.172852
	Iteration 8F: 3 clusters Score -4278383 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4280819.000000 Penalty: 5338.172852
	Iteration 9F: 3 clusters Score -4280819 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4282605.500000 Penalty: 5338.172852
	Iteration 10Q: 3 clusters Score -4282606 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4283652.500000 Penalty: 5338.172852
	Iteration 11Q: 3 clusters Score -4283652 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4284300.500000 Penalty: 5338.172852
	Iteration 12Q: 3 clusters Score -4284300 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4284591.000000 Penalty: 5338.172852
	Iteration 13Q: 3 clusters Score -4284591 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4284744.000000 Penalty: 5338.172852
	Iteration 14Q: 3 clusters Score -4284744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4284831.500000 Penalty: 5338.172852
	Iteration 15Q: 3 clusters Score -4284832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4284901.000000 Penalty: 5338.172852
	Iteration 16Q: 3 clusters Score -4284901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4284956.500000 Penalty: 5338.172852
	Iteration 17Q: 3 clusters Score -4284956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4284995.500000 Penalty: 5338.172852
	Iteration 18Q: 3 clusters Score -4284996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4285018.500000 Penalty: 5338.172852
	Iteration 19Q: 3 clusters Score -4285018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4285029.000000 Penalty: 5338.172852
	Iteration 20F: 3 clusters Score -4285029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4285038.000000 Penalty: 5338.172852
	Iteration 21Q: 3 clusters Score -4285038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4285046.000000 Penalty: 5338.172852
	Iteration 22Q: 3 clusters Score -4285046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4285051.500000 Penalty: 5338.172852
	Iteration 23Q: 3 clusters Score -4285052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4285058.000000 Penalty: 5338.172852
	Iteration 24Q: 3 clusters Score -4285058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4285056.000000 Penalty: 5338.172852
	Iteration 25Q: 3 clusters Score -4285056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4285059.000000 Penalty: 5338.172852
	Iteration 26Q: 3 clusters Score -4285059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4285058.500000 Penalty: 5338.172852
	Iteration 27Q: 3 clusters Score -4285058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4285064.000000 Penalty: 5338.172852
	Iteration 28Q: 3 clusters Score -4285064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4285069.000000 Penalty: 5338.172852
	Iteration 29Q: 3 clusters Score -4285069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4285071.000000 Penalty: 5338.172852
	Iteration 30Q: 3 clusters Score -4285071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4285069.500000 Penalty: 5338.172852
	Iteration 31Q: 3 clusters Score -4285070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4285074.000000 Penalty: 5338.172852
	Iteration 32Q: 3 clusters Score -4285074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4285073.500000 Penalty: 5338.172852
	Iteration 33Q: 3 clusters Score -4285074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4285081.000000 Penalty: 5338.172852
	Iteration 34Q: 3 clusters Score -4285081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4285086.500000 Penalty: 5338.172852
	Iteration 35Q: 3 clusters Score -4285086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4285088.500000 Penalty: 5338.172852
	Iteration 36Q: 3 clusters Score -4285088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4285091.000000 Penalty: 5338.172852
	Iteration 37Q: 3 clusters Score -4285091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4285093.500000 Penalty: 5338.172852
	Iteration 38Q: 3 clusters Score -4285094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4285093.500000 Penalty: 5338.172852
	Iteration 39F: 3 clusters Score -4285094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 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 523 members 
Entering Unmasked Estep 
Score: -81271.148438 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81271.15 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -81558.648438 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81558.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -81672.929688 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81672.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -81728.429688 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -81728.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81769.953125 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -81769.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81787.921875 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -81787.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -81804.625000 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -81804.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81844.625000 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -81844.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -81873.757812 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -81873.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -81901.328125 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -81901.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -81943.000000 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -81943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -81969.007812 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -81969.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -81984.906250 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -81984.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -81992.796875 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -81992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -81996.484375 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -81996.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -81998.359375 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -81998.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82000.906250 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -82000.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82001.835938 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -82001.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82001.835938 Penalty: 3428.226807
	Iteration 18F: 3 clusters Score -82001.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -139568.187500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -139568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -137165.125000 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -137165.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -137592.281250 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -137592.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -137833.609375 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -137833.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -138193.406250 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -138193.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138721.343750 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -138721.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139099.937500 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -139099.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -139301.625000 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -139301.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139469.906250 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -139469.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -139587.328125 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -139587.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139601.453125 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -139601.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -139604.265625 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -139604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139605.031250 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -139605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139605.875000 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -139605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139606.437500 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -139606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139608.562500 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -139608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139610.359375 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -139610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139610.953125 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -139611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139610.953125 Penalty: 3689.146484
	Iteration 17F: 3 clusters Score -139611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35275 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 13852 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7326 members 
Mstep: Class 18 contains 16892 members 
Mstep: Class 19 contains 15626 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 165895 members 
Mstep: Class 22 contains 120690 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 114390 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 526 members 
Entering Unmasked Estep 
Score: -93619768.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93621384.000000 to -93619768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Entering Unmasked Estep 
Score: -2209384.000000 Penalty: 2509.931885
	Iteration 0F: 2 clusters Score -2209384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2192135.000000 Penalty: 5019.863770
	Iteration 0F: 3 clusters Score -2192135 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2198158.000000 Penalty: 5019.863770
	Iteration 1F: 3 clusters Score -2198158 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2198599.000000 Penalty: 5019.863770
	Iteration 2F: 3 clusters Score -2198599 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2199073.500000 Penalty: 5019.863770
	Iteration 3Q: 3 clusters Score -2199074 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2199546.000000 Penalty: 5019.863770
	Iteration 4Q: 3 clusters Score -2199546 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2200138.000000 Penalty: 5019.863770
	Iteration 5Q: 3 clusters Score -2200138 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2200891.500000 Penalty: 5019.863770
	Iteration 6F: 3 clusters Score -2200892 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2201830.500000 Penalty: 5019.863770
	Iteration 7F: 3 clusters Score -2201830 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2202823.500000 Penalty: 5019.863770
	Iteration 8F: 3 clusters Score -2202824 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2203938.000000 Penalty: 5019.863770
	Iteration 9F: 3 clusters Score -2203938 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2204915.750000 Penalty: 5019.863770
	Iteration 10F: 3 clusters Score -2204916 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2205633.500000 Penalty: 5019.863770
	Iteration 11Q: 3 clusters Score -2205634 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2206101.000000 Penalty: 5019.863770
	Iteration 12Q: 3 clusters Score -2206101 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2206447.500000 Penalty: 5019.863770
	Iteration 13Q: 3 clusters Score -2206448 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2206670.750000 Penalty: 5019.863770
	Iteration 14Q: 3 clusters Score -2206671 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2206848.250000 Penalty: 5019.863770
	Iteration 15Q: 3 clusters Score -2206848 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2206940.250000 Penalty: 5019.863770
	Iteration 16Q: 3 clusters Score -2206940 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2207015.500000 Penalty: 5019.863770
	Iteration 17Q: 3 clusters Score -2207016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2207064.250000 Penalty: 5019.863770
	Iteration 18Q: 3 clusters Score -2207064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2207114.750000 Penalty: 5019.863770
	Iteration 19Q: 3 clusters Score -2207115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2207144.000000 Penalty: 5019.863770
	Iteration 20F: 3 clusters Score -2207144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2207169.250000 Penalty: 5019.863770
	Iteration 21Q: 3 clusters Score -2207169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2207189.000000 Penalty: 5019.863770
	Iteration 22Q: 3 clusters Score -2207189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2207206.000000 Penalty: 5019.863770
	Iteration 23Q: 3 clusters Score -2207206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2207225.000000 Penalty: 5019.863770
	Iteration 24Q: 3 clusters Score -2207225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2207243.250000 Penalty: 5019.863770
	Iteration 25Q: 3 clusters Score -2207243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2207262.000000 Penalty: 5019.863770
	Iteration 26Q: 3 clusters Score -2207262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2207276.000000 Penalty: 5019.863770
	Iteration 27Q: 3 clusters Score -2207276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2207283.750000 Penalty: 5019.863770
	Iteration 28Q: 3 clusters Score -2207284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2207286.750000 Penalty: 5019.863770
	Iteration 29Q: 3 clusters Score -2207287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2207295.500000 Penalty: 5019.863770
	Iteration 30Q: 3 clusters Score -2207296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2207301.750000 Penalty: 5019.863770
	Iteration 31Q: 3 clusters Score -2207302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2207303.750000 Penalty: 5019.863770
	Iteration 32Q: 3 clusters Score -2207304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2207306.500000 Penalty: 5019.863770
	Iteration 33Q: 3 clusters Score -2207306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2207309.000000 Penalty: 5019.863770
	Iteration 34Q: 3 clusters Score -2207309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2207313.000000 Penalty: 5019.863770
	Iteration 35Q: 3 clusters Score -2207313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2207313.750000 Penalty: 5019.863770
	Iteration 36Q: 3 clusters Score -2207314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2207318.750000 Penalty: 5019.863770
	Iteration 37Q: 3 clusters Score -2207319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2207323.500000 Penalty: 5019.863770
	Iteration 38Q: 3 clusters Score -2207324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2207322.750000 Penalty: 5019.863770
	Iteration 39Q: 3 clusters Score -2207323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2207326.000000 Penalty: 5019.863770
	Iteration 40F: 3 clusters Score -2207326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Entering Unmasked Estep 
Score: -1200859.125000 Penalty: 2364.973877
	Iteration 0F: 2 clusters Score -1200859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1190773.625000 Penalty: 4729.947754
	Iteration 0F: 3 clusters Score -1190774 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1194285.375000 Penalty: 4729.947754
	Iteration 1F: 3 clusters Score -1194285 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1195118.375000 Penalty: 4729.947754
	Iteration 2F: 3 clusters Score -1195118 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1196084.125000 Penalty: 4729.947754
	Iteration 3F: 3 clusters Score -1196084 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1197104.375000 Penalty: 4729.947754
	Iteration 4F: 3 clusters Score -1197104 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1197960.125000 Penalty: 4729.947754
	Iteration 5F: 3 clusters Score -1197960 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1198605.125000 Penalty: 4729.947754
	Iteration 6F: 3 clusters Score -1198605 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1199063.000000 Penalty: 4729.947754
	Iteration 7Q: 3 clusters Score -1199063 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1199322.625000 Penalty: 4729.947754
	Iteration 8Q: 3 clusters Score -1199323 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1199478.000000 Penalty: 4729.947754
	Iteration 9Q: 3 clusters Score -1199478 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1199585.500000 Penalty: 4729.947754
	Iteration 10Q: 3 clusters Score -1199586 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1199676.750000 Penalty: 4729.947754
	Iteration 11Q: 3 clusters Score -1199677 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1199752.750000 Penalty: 4729.947754
	Iteration 12Q: 3 clusters Score -1199753 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1199813.625000 Penalty: 4729.947754
	Iteration 13Q: 3 clusters Score -1199814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1199870.125000 Penalty: 4729.947754
	Iteration 14Q: 3 clusters Score -1199870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1199915.125000 Penalty: 4729.947754
	Iteration 15Q: 3 clusters Score -1199915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1199950.625000 Penalty: 4729.947754
	Iteration 16Q: 3 clusters Score -1199951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1199976.250000 Penalty: 4729.947754
	Iteration 17Q: 3 clusters Score -1199976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1199995.500000 Penalty: 4729.947754
	Iteration 18Q: 3 clusters Score -1199996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1200016.750000 Penalty: 4729.947754
	Iteration 19Q: 3 clusters Score -1200017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1200024.250000 Penalty: 4729.947754
	Iteration 20F: 3 clusters Score -1200024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1200030.375000 Penalty: 4729.947754
	Iteration 21Q: 3 clusters Score -1200030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1200038.625000 Penalty: 4729.947754
	Iteration 22Q: 3 clusters Score -1200039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1200047.625000 Penalty: 4729.947754
	Iteration 23Q: 3 clusters Score -1200048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1200056.750000 Penalty: 4729.947754
	Iteration 24Q: 3 clusters Score -1200057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1200063.875000 Penalty: 4729.947754
	Iteration 25Q: 3 clusters Score -1200064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1200072.625000 Penalty: 4729.947754
	Iteration 26Q: 3 clusters Score -1200073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1200074.875000 Penalty: 4729.947754
	Iteration 27Q: 3 clusters Score -1200075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1200080.625000 Penalty: 4729.947754
	Iteration 28Q: 3 clusters Score -1200081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1200080.000000 Penalty: 4729.947754
	Iteration 29Q: 3 clusters Score -1200080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1200082.375000 Penalty: 4729.947754
	Iteration 30Q: 3 clusters Score -1200082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1200084.875000 Penalty: 4729.947754
	Iteration 31Q: 3 clusters Score -1200085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1200087.250000 Penalty: 4729.947754
	Iteration 32Q: 3 clusters Score -1200087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1200086.125000 Penalty: 4729.947754
	Iteration 33Q: 3 clusters Score -1200086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1200087.500000 Penalty: 4729.947754
	Iteration 34Q: 3 clusters Score -1200088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1200088.250000 Penalty: 4729.947754
	Iteration 35Q: 3 clusters Score -1200088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1200089.500000 Penalty: 4729.947754
	Iteration 36Q: 3 clusters Score -1200090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1200090.875000 Penalty: 4729.947754
	Iteration 37Q: 3 clusters Score -1200091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1200091.125000 Penalty: 4729.947754
	Iteration 38Q: 3 clusters Score -1200091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1200092.125000 Penalty: 4729.947754
	Iteration 39Q: 3 clusters Score -1200092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1200091.500000 Penalty: 4729.947754
	Iteration 40F: 3 clusters Score -1200092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1200091.875000 Penalty: 4729.947754
	Iteration 41Q: 3 clusters Score -1200092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1200094.250000 Penalty: 4729.947754
	Iteration 42Q: 3 clusters Score -1200094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1200097.000000 Penalty: 4729.947754
	Iteration 43Q: 3 clusters Score -1200097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1200096.125000 Penalty: 4729.947754
	Iteration 44Q: 3 clusters Score -1200096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1200096.125000 Penalty: 4729.947754
	Iteration 45F: 3 clusters Score -1200096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438635 members 
Entering Unmasked Estep 
Score: -40301876.000000 Penalty: 3221.872803
	Iteration 0F: 2 clusters Score -4.030188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219077 members 
Mstep: Class 2 contains 219558 members 
Entering Unmasked Estep 
Score: -40005904.000000 Penalty: 6443.745605
	Iteration 0F: 3 clusters Score -4.00059e+07 nChanged 214095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211434 members 
Mstep: Class 2 contains 227201 members 
Entering Unmasked Estep 
Score: -40135464.000000 Penalty: 6443.745605
	Iteration 1F: 3 clusters Score -4.013546e+07 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205236 members 
Mstep: Class 2 contains 233399 members 
Entering Unmasked Estep 
Score: -40139376.000000 Penalty: 6443.745605
	Iteration 2Q: 3 clusters Score -4.013938e+07 nChanged 18011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195009 members 
Mstep: Class 2 contains 243626 members 
Entering Unmasked Estep 
Score: -40146368.000000 Penalty: 6443.745605
	Iteration 3Q: 3 clusters Score -4.014637e+07 nChanged 23719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179120 members 
Mstep: Class 2 contains 259515 members 
Entering Unmasked Estep 
Score: -40158328.000000 Penalty: 6443.745605
	Iteration 4F: 3 clusters Score -4.015833e+07 nChanged 29716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 281991 members 
Entering Unmasked Estep 
Score: -40176488.000000 Penalty: 6443.745605
	Iteration 5F: 3 clusters Score -4.017649e+07 nChanged 33309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129413 members 
Mstep: Class 2 contains 309222 members 
Entering Unmasked Estep 
Score: -40201100.000000 Penalty: 6443.745605
	Iteration 6F: 3 clusters Score -4.02011e+07 nChanged 32220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 336960 members 
Entering Unmasked Estep 
Score: -40227992.000000 Penalty: 6443.745605
	Iteration 7F: 3 clusters Score -4.022799e+07 nChanged 26171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 360293 members 
Entering Unmasked Estep 
Score: -40251268.000000 Penalty: 6443.745605
	Iteration 8F: 3 clusters Score -4.025127e+07 nChanged 18258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 377087 members 
Entering Unmasked Estep 
Score: -40267272.000000 Penalty: 6443.745605
	Iteration 9Q: 3 clusters Score -4.026727e+07 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 388530 members 
Entering Unmasked Estep 
Score: -40276920.000000 Penalty: 6443.745605
	Iteration 10Q: 3 clusters Score -4.027692e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 396700 members 
Entering Unmasked Estep 
Score: -40282420.000000 Penalty: 6443.745605
	Iteration 11Q: 3 clusters Score -4.028242e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 403164 members 
Entering Unmasked Estep 
Score: -40286224.000000 Penalty: 6443.745605
	Iteration 12Q: 3 clusters Score -4.028622e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 408491 members 
Entering Unmasked Estep 
Score: -40289076.000000 Penalty: 6443.745605
	Iteration 13Q: 3 clusters Score -4.028908e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 413051 members 
Entering Unmasked Estep 
Score: -40291068.000000 Penalty: 6443.745605
	Iteration 14Q: 3 clusters Score -4.029107e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 416857 members 
Entering Unmasked Estep 
Score: -40292756.000000 Penalty: 6443.745605
	Iteration 15Q: 3 clusters Score -4.029276e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 419972 members 
Entering Unmasked Estep 
Score: -40294160.000000 Penalty: 6443.745605
	Iteration 16Q: 3 clusters Score -4.029416e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 422587 members 
Entering Unmasked Estep 
Score: -40295388.000000 Penalty: 6443.745605
	Iteration 17Q: 3 clusters Score -4.029539e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 424713 members 
Entering Unmasked Estep 
Score: -40296376.000000 Penalty: 6443.745605
	Iteration 18Q: 3 clusters Score -4.029638e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 426481 members 
Entering Unmasked Estep 
Score: -40296972.000000 Penalty: 6443.745605
	Iteration 19Q: 3 clusters Score -4.029697e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 427919 members 
Entering Unmasked Estep 
Score: -40297668.000000 Penalty: 6443.745605
	Iteration 20F: 3 clusters Score -4.029767e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 429073 members 
Entering Unmasked Estep 
Score: -40297996.000000 Penalty: 6443.745605
	Iteration 21Q: 3 clusters Score -4.0298e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 430075 members 
Entering Unmasked Estep 
Score: -40298292.000000 Penalty: 6443.745605
	Iteration 22Q: 3 clusters Score -4.029829e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 430924 members 
Entering Unmasked Estep 
Score: -40298624.000000 Penalty: 6443.745605
	Iteration 23Q: 3 clusters Score -4.029862e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 431609 members 
Entering Unmasked Estep 
Score: -40298792.000000 Penalty: 6443.745605
	Iteration 24Q: 3 clusters Score -4.029879e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 432148 members 
Entering Unmasked Estep 
Score: -40298960.000000 Penalty: 6443.745605
	Iteration 25Q: 3 clusters Score -4.029896e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 432580 members 
Entering Unmasked Estep 
Score: -40299140.000000 Penalty: 6443.745605
	Iteration 26Q: 3 clusters Score -4.029914e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 432947 members 
Entering Unmasked Estep 
Score: -40299112.000000 Penalty: 6443.745605
	Iteration 27Q: 3 clusters Score -4.029911e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 433246 members 
Entering Unmasked Estep 
Score: -40299136.000000 Penalty: 6443.745605
	Iteration 28Q: 3 clusters Score -4.029914e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 433482 members 
Entering Unmasked Estep 
Score: -40299212.000000 Penalty: 6443.745605
	Iteration 29Q: 3 clusters Score -4.029921e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 433658 members 
Entering Unmasked Estep 
Score: -40299256.000000 Penalty: 6443.745605
	Iteration 30Q: 3 clusters Score -4.029926e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 433807 members 
Entering Unmasked Estep 
Score: -40299332.000000 Penalty: 6443.745605
	Iteration 31Q: 3 clusters Score -4.029933e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 433944 members 
Entering Unmasked Estep 
Score: -40299344.000000 Penalty: 6443.745605
	Iteration 32Q: 3 clusters Score -4.029934e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 434074 members 
Entering Unmasked Estep 
Score: -40299316.000000 Penalty: 6443.745605
	Iteration 33Q: 3 clusters Score -4.029932e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 434188 members 
Entering Unmasked Estep 
Score: -40299376.000000 Penalty: 6443.745605
	Iteration 34Q: 3 clusters Score -4.029938e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 434295 members 
Entering Unmasked Estep 
Score: -40299396.000000 Penalty: 6443.745605
	Iteration 35Q: 3 clusters Score -4.02994e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 434385 members 
Entering Unmasked Estep 
Score: -40299468.000000 Penalty: 6443.745605
	Iteration 36Q: 3 clusters Score -4.029947e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 434462 members 
Entering Unmasked Estep 
Score: -40299484.000000 Penalty: 6443.745605
	Iteration 37Q: 3 clusters Score -4.029948e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 434529 members 
Entering Unmasked Estep 
Score: -40299488.000000 Penalty: 6443.745605
	Iteration 38Q: 3 clusters Score -4.029949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 434577 members 
Entering Unmasked Estep 
Score: -40299492.000000 Penalty: 6443.745605
	Iteration 39Q: 3 clusters Score -4.029949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 434629 members 
Entering Unmasked Estep 
Score: -40299492.000000 Penalty: 6443.745605
	Iteration 40F: 3 clusters Score -4.029949e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 434692 members 
Entering Unmasked Estep 
Score: -40299492.000000 Penalty: 6443.745605
	Iteration 41Q: 3 clusters Score -4.029949e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 434742 members 
Entering Unmasked Estep 
Score: -40299544.000000 Penalty: 6443.745605
	Iteration 42Q: 3 clusters Score -4.029954e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 434791 members 
Entering Unmasked Estep 
Score: -40299572.000000 Penalty: 6443.745605
	Iteration 43Q: 3 clusters Score -4.029957e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 434838 members 
Entering Unmasked Estep 
Score: -40299576.000000 Penalty: 6443.745605
	Iteration 44Q: 3 clusters Score -4.029958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 434875 members 
Entering Unmasked Estep 
Score: -40299608.000000 Penalty: 6443.745605
	Iteration 45Q: 3 clusters Score -4.029961e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 434905 members 
Entering Unmasked Estep 
Score: -40299572.000000 Penalty: 6443.745605
	Iteration 46Q: 3 clusters Score -4.029957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 434938 members 
Entering Unmasked Estep 
Score: -40299580.000000 Penalty: 6443.745605
	Iteration 47Q: 3 clusters Score -4.029958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 434965 members 
Entering Unmasked Estep 
Score: -40299536.000000 Penalty: 6443.745605
	Iteration 48Q: 3 clusters Score -4.029954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 434983 members 
Entering Unmasked Estep 
Score: -40299536.000000 Penalty: 6443.745605
	Iteration 49Q: 3 clusters Score -4.029954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 435004 members 
Entering Unmasked Estep 
Score: -40299556.000000 Penalty: 6443.745605
	Iteration 50Q: 3 clusters Score -4.029956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 435023 members 
Entering Unmasked Estep 
Score: -40299528.000000 Penalty: 6443.745605
	Iteration 51Q: 3 clusters Score -4.029953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 435040 members 
Entering Unmasked Estep 
Score: -40299540.000000 Penalty: 6443.745605
	Iteration 52Q: 3 clusters Score -4.029954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 435058 members 
Entering Unmasked Estep 
Score: -40299552.000000 Penalty: 6443.745605
	Iteration 53Q: 3 clusters Score -4.029955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 435079 members 
Entering Unmasked Estep 
Score: -40299524.000000 Penalty: 6443.745605
	Iteration 54Q: 3 clusters Score -4.029952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 435100 members 
Entering Unmasked Estep 
Score: -40299508.000000 Penalty: 6443.745605
	Iteration 55Q: 3 clusters Score -4.029951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 435127 members 
Entering Unmasked Estep 
Score: -40299540.000000 Penalty: 6443.745605
	Iteration 56Q: 3 clusters Score -4.029954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 435152 members 
Entering Unmasked Estep 
Score: -40299540.000000 Penalty: 6443.745605
	Iteration 57Q: 3 clusters Score -4.029954e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 435178 members 
Entering Unmasked Estep 
Score: -40299552.000000 Penalty: 6443.745605
	Iteration 58Q: 3 clusters Score -4.029955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 435197 members 
Entering Unmasked Estep 
Score: -40299552.000000 Penalty: 6443.745605
	Iteration 59Q: 3 clusters Score -4.029955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 435216 members 
Entering Unmasked Estep 
Score: -40299556.000000 Penalty: 6443.745605
	Iteration 60F: 3 clusters Score -4.029956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 435239 members 
Entering Unmasked Estep 
Score: -40299576.000000 Penalty: 6443.745605
	Iteration 61Q: 3 clusters Score -4.029958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 435267 members 
Entering Unmasked Estep 
Score: -40299600.000000 Penalty: 6443.745605
	Iteration 62Q: 3 clusters Score -4.02996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 435283 members 
Entering Unmasked Estep 
Score: -40299620.000000 Penalty: 6443.745605
	Iteration 63Q: 3 clusters Score -4.029962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 435296 members 
Entering Unmasked Estep 
Score: -40299592.000000 Penalty: 6443.745605
	Iteration 64Q: 3 clusters Score -4.029959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 435303 members 
Entering Unmasked Estep 
Score: -40299592.000000 Penalty: 6443.745605
	Iteration 65Q: 3 clusters Score -4.029959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 435312 members 
Entering Unmasked Estep 
Score: -40299560.000000 Penalty: 6443.745605
	Iteration 66Q: 3 clusters Score -4.029956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 435319 members 
Entering Unmasked Estep 
Score: -40299616.000000 Penalty: 6443.745605
	Iteration 67Q: 3 clusters Score -4.029962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 435328 members 
Entering Unmasked Estep 
Score: -40299600.000000 Penalty: 6443.745605
	Iteration 68Q: 3 clusters Score -4.02996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 435337 members 
Entering Unmasked Estep 
Score: -40299604.000000 Penalty: 6443.745605
	Iteration 69Q: 3 clusters Score -4.02996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 435348 members 
Entering Unmasked Estep 
Score: -40299620.000000 Penalty: 6443.745605
	Iteration 70Q: 3 clusters Score -4.029962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 435364 members 
Entering Unmasked Estep 
Score: -40299612.000000 Penalty: 6443.745605
	Iteration 71Q: 3 clusters Score -4.029961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 435374 members 
Entering Unmasked Estep 
Score: -40299644.000000 Penalty: 6443.745605
	Iteration 72Q: 3 clusters Score -4.029964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 435384 members 
Entering Unmasked Estep 
Score: -40299660.000000 Penalty: 6443.745605
	Iteration 73Q: 3 clusters Score -4.029966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 435394 members 
Entering Unmasked Estep 
Score: -40299668.000000 Penalty: 6443.745605
	Iteration 74Q: 3 clusters Score -4.029967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 435400 members 
Entering Unmasked Estep 
Score: -40299660.000000 Penalty: 6443.745605
	Iteration 75Q: 3 clusters Score -4.029966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 435408 members 
Entering Unmasked Estep 
Score: -40299664.000000 Penalty: 6443.745605
	Iteration 76Q: 3 clusters Score -4.029966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 435418 members 
Entering Unmasked Estep 
Score: -40299656.000000 Penalty: 6443.745605
	Iteration 77Q: 3 clusters Score -4.029966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 435426 members 
Entering Unmasked Estep 
Score: -40299664.000000 Penalty: 6443.745605
	Iteration 78Q: 3 clusters Score -4.029966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 435429 members 
Entering Unmasked Estep 
Score: -40299624.000000 Penalty: 6443.745605
	Iteration 79Q: 3 clusters Score -4.029962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 435433 members 
Entering Unmasked Estep 
Score: -40299608.000000 Penalty: 6443.745605
	Iteration 80F: 3 clusters Score -4.029961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 435437 members 
Entering Unmasked Estep 
Score: -40299616.000000 Penalty: 6443.745605
	Iteration 81Q: 3 clusters Score -4.029962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 435441 members 
Entering Unmasked Estep 
Score: -40299572.000000 Penalty: 6443.745605
	Iteration 82Q: 3 clusters Score -4.029957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 435443 members 
Entering Unmasked Estep 
Score: -40299592.000000 Penalty: 6443.745605
	Iteration 83Q: 3 clusters Score -4.029959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 435444 members 
Entering Unmasked Estep 
Score: -40299596.000000 Penalty: 6443.745605
	Iteration 84Q: 3 clusters Score -4.02996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 435445 members 
Entering Unmasked Estep 
Score: -40299584.000000 Penalty: 6443.745605
	Iteration 85Q: 3 clusters Score -4.029958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 435447 members 
Entering Unmasked Estep 
Score: -40299608.000000 Penalty: 6443.745605
	Iteration 86Q: 3 clusters Score -4.029961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 435448 members 
Entering Unmasked Estep 
Score: -40299608.000000 Penalty: 6443.745605
	Iteration 87Q: 3 clusters Score -4.029961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 435448 members 
Entering Unmasked Estep 
Score: -40299608.000000 Penalty: 6443.745605
	Iteration 88F: 3 clusters Score -4.029961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -675831.937500 Penalty: 2206.998047
	Iteration 0F: 2 clusters Score -675831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -669924.937500 Penalty: 4413.996094
	Iteration 0F: 3 clusters Score -669924.9 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -671534.875000 Penalty: 4413.996094
	Iteration 1F: 3 clusters Score -671534.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -671772.625000 Penalty: 4413.996094
	Iteration 2F: 3 clusters Score -671772.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -671900.000000 Penalty: 4413.996094
	Iteration 3Q: 3 clusters Score -671900 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -671978.000000 Penalty: 4413.996094
	Iteration 4Q: 3 clusters Score -671978 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -672041.187500 Penalty: 4413.996094
	Iteration 5Q: 3 clusters Score -672041.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -672092.125000 Penalty: 4413.996094
	Iteration 6Q: 3 clusters Score -672092.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -672135.562500 Penalty: 4413.996094
	Iteration 7Q: 3 clusters Score -672135.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -672172.500000 Penalty: 4413.996094
	Iteration 8Q: 3 clusters Score -672172.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -672205.875000 Penalty: 4413.996094
	Iteration 9Q: 3 clusters Score -672205.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -672233.500000 Penalty: 4413.996094
	Iteration 10Q: 3 clusters Score -672233.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -672262.250000 Penalty: 4413.996094
	Iteration 11Q: 3 clusters Score -672262.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -672290.750000 Penalty: 4413.996094
	Iteration 12Q: 3 clusters Score -672290.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -672313.375000 Penalty: 4413.996094
	Iteration 13Q: 3 clusters Score -672313.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -672342.187500 Penalty: 4413.996094
	Iteration 14Q: 3 clusters Score -672342.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -672368.687500 Penalty: 4413.996094
	Iteration 15Q: 3 clusters Score -672368.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -672392.875000 Penalty: 4413.996094
	Iteration 16Q: 3 clusters Score -672392.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -672415.312500 Penalty: 4413.996094
	Iteration 17Q: 3 clusters Score -672415.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -672431.062500 Penalty: 4413.996094
	Iteration 18Q: 3 clusters Score -672431.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -672448.312500 Penalty: 4413.996094
	Iteration 19Q: 3 clusters Score -672448.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -672468.625000 Penalty: 4413.996094
	Iteration 20F: 3 clusters Score -672468.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -672488.375000 Penalty: 4413.996094
	Iteration 21Q: 3 clusters Score -672488.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -672519.312500 Penalty: 4413.996094
	Iteration 22Q: 3 clusters Score -672519.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -672560.062500 Penalty: 4413.996094
	Iteration 23Q: 3 clusters Score -672560.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -672609.812500 Penalty: 4413.996094
	Iteration 24Q: 3 clusters Score -672609.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -672662.187500 Penalty: 4413.996094
	Iteration 25Q: 3 clusters Score -672662.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -672713.562500 Penalty: 4413.996094
	Iteration 26Q: 3 clusters Score -672713.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -672760.562500 Penalty: 4413.996094
	Iteration 27Q: 3 clusters Score -672760.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -672799.937500 Penalty: 4413.996094
	Iteration 28Q: 3 clusters Score -672799.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -672838.500000 Penalty: 4413.996094
	Iteration 29Q: 3 clusters Score -672838.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -672884.437500 Penalty: 4413.996094
	Iteration 30Q: 3 clusters Score -672884.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -672925.812500 Penalty: 4413.996094
	Iteration 31Q: 3 clusters Score -672925.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -672971.500000 Penalty: 4413.996094
	Iteration 32Q: 3 clusters Score -672971.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -673007.750000 Penalty: 4413.996094
	Iteration 33Q: 3 clusters Score -673007.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -673059.375000 Penalty: 4413.996094
	Iteration 34Q: 3 clusters Score -673059.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -673113.000000 Penalty: 4413.996094
	Iteration 35Q: 3 clusters Score -673113 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -673177.500000 Penalty: 4413.996094
	Iteration 36Q: 3 clusters Score -673177.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -673235.875000 Penalty: 4413.996094
	Iteration 37Q: 3 clusters Score -673235.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -673280.375000 Penalty: 4413.996094
	Iteration 38Q: 3 clusters Score -673280.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -673308.750000 Penalty: 4413.996094
	Iteration 39Q: 3 clusters Score -673308.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -673335.187500 Penalty: 4413.996094
	Iteration 40F: 3 clusters Score -673335.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -673360.187500 Penalty: 4413.996094
	Iteration 41Q: 3 clusters Score -673360.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -673381.937500 Penalty: 4413.996094
	Iteration 42Q: 3 clusters Score -673381.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -673399.312500 Penalty: 4413.996094
	Iteration 43Q: 3 clusters Score -673399.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -673417.125000 Penalty: 4413.996094
	Iteration 44Q: 3 clusters Score -673417.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -673434.312500 Penalty: 4413.996094
	Iteration 45Q: 3 clusters Score -673434.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -673449.125000 Penalty: 4413.996094
	Iteration 46Q: 3 clusters Score -673449.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -673466.687500 Penalty: 4413.996094
	Iteration 47Q: 3 clusters Score -673466.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -673480.500000 Penalty: 4413.996094
	Iteration 48Q: 3 clusters Score -673480.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -673490.687500 Penalty: 4413.996094
	Iteration 49Q: 3 clusters Score -673490.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -673498.625000 Penalty: 4413.996094
	Iteration 50Q: 3 clusters Score -673498.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -673506.312500 Penalty: 4413.996094
	Iteration 51Q: 3 clusters Score -673506.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -673514.562500 Penalty: 4413.996094
	Iteration 52Q: 3 clusters Score -673514.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -673521.500000 Penalty: 4413.996094
	Iteration 53Q: 3 clusters Score -673521.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -673527.875000 Penalty: 4413.996094
	Iteration 54Q: 3 clusters Score -673527.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -673533.000000 Penalty: 4413.996094
	Iteration 55Q: 3 clusters Score -673533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -673537.937500 Penalty: 4413.996094
	Iteration 56Q: 3 clusters Score -673537.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -673539.937500 Penalty: 4413.996094
	Iteration 57Q: 3 clusters Score -673539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -673546.187500 Penalty: 4413.996094
	Iteration 58Q: 3 clusters Score -673546.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -673546.875000 Penalty: 4413.996094
	Iteration 59Q: 3 clusters Score -673546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -673551.375000 Penalty: 4413.996094
	Iteration 60F: 3 clusters Score -673551.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -673551.750000 Penalty: 4413.996094
	Iteration 61Q: 3 clusters Score -673551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -673554.125000 Penalty: 4413.996094
	Iteration 62Q: 3 clusters Score -673554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -673555.375000 Penalty: 4413.996094
	Iteration 63Q: 3 clusters Score -673555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -673556.437500 Penalty: 4413.996094
	Iteration 64Q: 3 clusters Score -673556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -673558.250000 Penalty: 4413.996094
	Iteration 65Q: 3 clusters Score -673558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -673558.312500 Penalty: 4413.996094
	Iteration 66Q: 3 clusters Score -673558.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -673557.250000 Penalty: 4413.996094
	Iteration 67Q: 3 clusters Score -673557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -673558.437500 Penalty: 4413.996094
	Iteration 68Q: 3 clusters Score -673558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -673559.437500 Penalty: 4413.996094
	Iteration 69Q: 3 clusters Score -673559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -673560.687500 Penalty: 4413.996094
	Iteration 70Q: 3 clusters Score -673560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -673562.625000 Penalty: 4413.996094
	Iteration 71Q: 3 clusters Score -673562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -673561.250000 Penalty: 4413.996094
	Iteration 72Q: 3 clusters Score -673561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -673562.125000 Penalty: 4413.996094
	Iteration 73Q: 3 clusters Score -673562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -673563.000000 Penalty: 4413.996094
	Iteration 74Q: 3 clusters Score -673563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -673564.312500 Penalty: 4413.996094
	Iteration 75Q: 3 clusters Score -673564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -673564.312500 Penalty: 4413.996094
	Iteration 76F: 3 clusters Score -673564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Entering Unmasked Estep 
Score: -1424775.500000 Penalty: 2414.179688
	Iteration 0F: 2 clusters Score -1424776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1412707.375000 Penalty: 4828.359375
	Iteration 0F: 3 clusters Score -1412707 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1416688.125000 Penalty: 4828.359375
	Iteration 1F: 3 clusters Score -1416688 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1417033.000000 Penalty: 4828.359375
	Iteration 2F: 3 clusters Score -1417033 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1417306.375000 Penalty: 4828.359375
	Iteration 3Q: 3 clusters Score -1417306 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1417532.625000 Penalty: 4828.359375
	Iteration 4Q: 3 clusters Score -1417533 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1417744.125000 Penalty: 4828.359375
	Iteration 5Q: 3 clusters Score -1417744 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1417994.375000 Penalty: 4828.359375
	Iteration 6Q: 3 clusters Score -1417994 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1418284.875000 Penalty: 4828.359375
	Iteration 7Q: 3 clusters Score -1418285 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1418622.875000 Penalty: 4828.359375
	Iteration 8Q: 3 clusters Score -1418623 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1418997.375000 Penalty: 4828.359375
	Iteration 9Q: 3 clusters Score -1418997 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1419385.875000 Penalty: 4828.359375
	Iteration 10Q: 3 clusters Score -1419386 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1419781.000000 Penalty: 4828.359375
	Iteration 11Q: 3 clusters Score -1419781 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1420171.250000 Penalty: 4828.359375
	Iteration 12Q: 3 clusters Score -1420171 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1420559.625000 Penalty: 4828.359375
	Iteration 13Q: 3 clusters Score -1420560 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1420936.750000 Penalty: 4828.359375
	Iteration 14Q: 3 clusters Score -1420937 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1421286.875000 Penalty: 4828.359375
	Iteration 15Q: 3 clusters Score -1421287 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1421595.875000 Penalty: 4828.359375
	Iteration 16Q: 3 clusters Score -1421596 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1421836.375000 Penalty: 4828.359375
	Iteration 17Q: 3 clusters Score -1421836 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1422049.625000 Penalty: 4828.359375
	Iteration 18Q: 3 clusters Score -1422050 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1422182.875000 Penalty: 4828.359375
	Iteration 19Q: 3 clusters Score -1422183 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1422263.875000 Penalty: 4828.359375
	Iteration 20F: 3 clusters Score -1422264 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1422316.375000 Penalty: 4828.359375
	Iteration 21Q: 3 clusters Score -1422316 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1422357.000000 Penalty: 4828.359375
	Iteration 22Q: 3 clusters Score -1422357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1422385.375000 Penalty: 4828.359375
	Iteration 23Q: 3 clusters Score -1422385 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1422424.250000 Penalty: 4828.359375
	Iteration 24Q: 3 clusters Score -1422424 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1422465.500000 Penalty: 4828.359375
	Iteration 25Q: 3 clusters Score -1422466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1422494.875000 Penalty: 4828.359375
	Iteration 26Q: 3 clusters Score -1422495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1422528.875000 Penalty: 4828.359375
	Iteration 27Q: 3 clusters Score -1422529 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1422560.125000 Penalty: 4828.359375
	Iteration 28Q: 3 clusters Score -1422560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1422590.000000 Penalty: 4828.359375
	Iteration 29Q: 3 clusters Score -1422590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1422615.375000 Penalty: 4828.359375
	Iteration 30Q: 3 clusters Score -1422615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1422628.000000 Penalty: 4828.359375
	Iteration 31Q: 3 clusters Score -1422628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1422644.500000 Penalty: 4828.359375
	Iteration 32Q: 3 clusters Score -1422644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1422653.125000 Penalty: 4828.359375
	Iteration 33Q: 3 clusters Score -1422653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1422668.625000 Penalty: 4828.359375
	Iteration 34Q: 3 clusters Score -1422669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1422679.375000 Penalty: 4828.359375
	Iteration 35Q: 3 clusters Score -1422679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1422691.125000 Penalty: 4828.359375
	Iteration 36Q: 3 clusters Score -1422691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1422700.625000 Penalty: 4828.359375
	Iteration 37Q: 3 clusters Score -1422701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1422706.875000 Penalty: 4828.359375
	Iteration 38Q: 3 clusters Score -1422707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1422710.375000 Penalty: 4828.359375
	Iteration 39Q: 3 clusters Score -1422710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1422715.875000 Penalty: 4828.359375
	Iteration 40F: 3 clusters Score -1422716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1422721.875000 Penalty: 4828.359375
	Iteration 41Q: 3 clusters Score -1422722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1422725.000000 Penalty: 4828.359375
	Iteration 42Q: 3 clusters Score -1422725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1422727.000000 Penalty: 4828.359375
	Iteration 43Q: 3 clusters Score -1422727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1422729.250000 Penalty: 4828.359375
	Iteration 44Q: 3 clusters Score -1422729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1422733.500000 Penalty: 4828.359375
	Iteration 45Q: 3 clusters Score -1422734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1422731.625000 Penalty: 4828.359375
	Iteration 46Q: 3 clusters Score -1422732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1422734.000000 Penalty: 4828.359375
	Iteration 47Q: 3 clusters Score -1422734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1422731.875000 Penalty: 4828.359375
	Iteration 48Q: 3 clusters Score -1422732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1422735.125000 Penalty: 4828.359375
	Iteration 49Q: 3 clusters Score -1422735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1422736.000000 Penalty: 4828.359375
	Iteration 50Q: 3 clusters Score -1422736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1422739.125000 Penalty: 4828.359375
	Iteration 51Q: 3 clusters Score -1422739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1422738.125000 Penalty: 4828.359375
	Iteration 52Q: 3 clusters Score -1422738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1422738.250000 Penalty: 4828.359375
	Iteration 53Q: 3 clusters Score -1422738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1422740.125000 Penalty: 4828.359375
	Iteration 54Q: 3 clusters Score -1422740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1422742.125000 Penalty: 4828.359375
	Iteration 55Q: 3 clusters Score -1422742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1422743.750000 Penalty: 4828.359375
	Iteration 56Q: 3 clusters Score -1422744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1422744.375000 Penalty: 4828.359375
	Iteration 57Q: 3 clusters Score -1422744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1422743.750000 Penalty: 4828.359375
	Iteration 58Q: 3 clusters Score -1422744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1422745.000000 Penalty: 4828.359375
	Iteration 59Q: 3 clusters Score -1422745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1422744.250000 Penalty: 4828.359375
	Iteration 60F: 3 clusters Score -1422744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1422747.250000 Penalty: 4828.359375
	Iteration 61Q: 3 clusters Score -1422747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1422749.000000 Penalty: 4828.359375
	Iteration 62Q: 3 clusters Score -1422749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1422752.750000 Penalty: 4828.359375
	Iteration 63Q: 3 clusters Score -1422753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1422757.375000 Penalty: 4828.359375
	Iteration 64Q: 3 clusters Score -1422757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1422760.000000 Penalty: 4828.359375
	Iteration 65Q: 3 clusters Score -1422760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1422758.875000 Penalty: 4828.359375
	Iteration 66Q: 3 clusters Score -1422759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1422760.375000 Penalty: 4828.359375
	Iteration 67Q: 3 clusters Score -1422760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1422760.125000 Penalty: 4828.359375
	Iteration 68Q: 3 clusters Score -1422760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1422759.125000 Penalty: 4828.359375
	Iteration 69Q: 3 clusters Score -1422759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1422759.125000 Penalty: 4828.359375
	Iteration 70F: 3 clusters Score -1422759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Entering Unmasked Estep 
Score: -1367871.375000 Penalty: 2394.859619
	Iteration 0F: 2 clusters Score -1367871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1356618.250000 Penalty: 4789.719238
	Iteration 0F: 3 clusters Score -1356618 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1360331.125000 Penalty: 4789.719238
	Iteration 1F: 3 clusters Score -1360331 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1360750.500000 Penalty: 4789.719238
	Iteration 2F: 3 clusters Score -1360750 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1361163.500000 Penalty: 4789.719238
	Iteration 3F: 3 clusters Score -1361164 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1361525.500000 Penalty: 4789.719238
	Iteration 4F: 3 clusters Score -1361526 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1361938.750000 Penalty: 4789.719238
	Iteration 5F: 3 clusters Score -1361939 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1362368.125000 Penalty: 4789.719238
	Iteration 6F: 3 clusters Score -1362368 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1362876.750000 Penalty: 4789.719238
	Iteration 7F: 3 clusters Score -1362877 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1363429.125000 Penalty: 4789.719238
	Iteration 8F: 3 clusters Score -1363429 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1363977.125000 Penalty: 4789.719238
	Iteration 9Q: 3 clusters Score -1363977 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1364448.750000 Penalty: 4789.719238
	Iteration 10Q: 3 clusters Score -1364449 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1364793.625000 Penalty: 4789.719238
	Iteration 11Q: 3 clusters Score -1364794 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1365056.250000 Penalty: 4789.719238
	Iteration 12Q: 3 clusters Score -1365056 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1365237.750000 Penalty: 4789.719238
	Iteration 13Q: 3 clusters Score -1365238 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1365360.000000 Penalty: 4789.719238
	Iteration 14Q: 3 clusters Score -1365360 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1365465.250000 Penalty: 4789.719238
	Iteration 15Q: 3 clusters Score -1365465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1365554.250000 Penalty: 4789.719238
	Iteration 16Q: 3 clusters Score -1365554 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1365621.375000 Penalty: 4789.719238
	Iteration 17Q: 3 clusters Score -1365621 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1365688.250000 Penalty: 4789.719238
	Iteration 18Q: 3 clusters Score -1365688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1365741.000000 Penalty: 4789.719238
	Iteration 19Q: 3 clusters Score -1365741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1365770.750000 Penalty: 4789.719238
	Iteration 20F: 3 clusters Score -1365771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1365784.500000 Penalty: 4789.719238
	Iteration 21Q: 3 clusters Score -1365784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1365789.000000 Penalty: 4789.719238
	Iteration 22Q: 3 clusters Score -1365789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1365804.375000 Penalty: 4789.719238
	Iteration 23Q: 3 clusters Score -1365804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1365811.625000 Penalty: 4789.719238
	Iteration 24Q: 3 clusters Score -1365812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1365818.375000 Penalty: 4789.719238
	Iteration 25Q: 3 clusters Score -1365818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1365824.500000 Penalty: 4789.719238
	Iteration 26Q: 3 clusters Score -1365824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1365827.250000 Penalty: 4789.719238
	Iteration 27Q: 3 clusters Score -1365827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1365836.000000 Penalty: 4789.719238
	Iteration 28Q: 3 clusters Score -1365836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1365844.500000 Penalty: 4789.719238
	Iteration 29Q: 3 clusters Score -1365844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1365855.875000 Penalty: 4789.719238
	Iteration 30Q: 3 clusters Score -1365856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1365863.250000 Penalty: 4789.719238
	Iteration 31Q: 3 clusters Score -1365863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1365867.625000 Penalty: 4789.719238
	Iteration 32Q: 3 clusters Score -1365868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1365867.750000 Penalty: 4789.719238
	Iteration 33Q: 3 clusters Score -1365868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1365871.375000 Penalty: 4789.719238
	Iteration 34Q: 3 clusters Score -1365871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1365872.375000 Penalty: 4789.719238
	Iteration 35Q: 3 clusters Score -1365872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1365876.875000 Penalty: 4789.719238
	Iteration 36Q: 3 clusters Score -1365877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1365878.250000 Penalty: 4789.719238
	Iteration 37Q: 3 clusters Score -1365878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1365879.250000 Penalty: 4789.719238
	Iteration 38Q: 3 clusters Score -1365879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1365880.375000 Penalty: 4789.719238
	Iteration 39Q: 3 clusters Score -1365880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1365880.125000 Penalty: 4789.719238
	Iteration 40F: 3 clusters Score -1365880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -420993.281250 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -420993.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -416622.000000 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -416622 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -417614.906250 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -417614.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -417817.218750 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -417817.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -417950.343750 Penalty: 4204.899414
	Iteration 3F: 3 clusters Score -417950.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -418039.187500 Penalty: 4204.899414
	Iteration 4Q: 3 clusters Score -418039.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -418109.375000 Penalty: 4204.899414
	Iteration 5Q: 3 clusters Score -418109.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -418163.843750 Penalty: 4204.899414
	Iteration 6Q: 3 clusters Score -418163.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -418215.218750 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -418215.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -418267.687500 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -418267.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -418314.656250 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -418314.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -418367.843750 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -418367.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -418432.468750 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -418432.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -418508.687500 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -418508.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -418594.593750 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -418594.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -418680.437500 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -418680.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -418745.250000 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -418745.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -418803.093750 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -418803.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -418860.062500 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -418860.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -418920.968750 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -418921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -418968.062500 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -418968.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -419020.000000 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -419020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -419061.375000 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -419061.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -419094.500000 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -419094.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -419123.187500 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -419123.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -419145.375000 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -419145.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -419164.125000 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -419164.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -419176.531250 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -419176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -419184.375000 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -419184.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -419190.031250 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -419190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -419195.125000 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -419195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -419198.281250 Penalty: 4204.899414
	Iteration 30Q: 3 clusters Score -419198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -419202.031250 Penalty: 4204.899414
	Iteration 31Q: 3 clusters Score -419202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -419202.875000 Penalty: 4204.899414
	Iteration 32Q: 3 clusters Score -419202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -419206.000000 Penalty: 4204.899414
	Iteration 33Q: 3 clusters Score -419206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -419208.593750 Penalty: 4204.899414
	Iteration 34Q: 3 clusters Score -419208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -419208.781250 Penalty: 4204.899414
	Iteration 35Q: 3 clusters Score -419208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -419208.781250 Penalty: 4204.899414
	Iteration 36F: 3 clusters Score -419208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165895 members 
Entering Unmasked Estep 
Score: -14852046.000000 Penalty: 2980.739502
	Iteration 0F: 2 clusters Score -1.485205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -14741077.000000 Penalty: 5961.479004
	Iteration 0F: 3 clusters Score -1.474108e+07 nChanged 79444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -14787254.000000 Penalty: 5961.479004
	Iteration 1F: 3 clusters Score -1.478725e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -14788491.000000 Penalty: 5961.479004
	Iteration 2Q: 3 clusters Score -1.478849e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -14790570.000000 Penalty: 5961.479004
	Iteration 3Q: 3 clusters Score -1.479057e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -14793925.000000 Penalty: 5961.479004
	Iteration 4Q: 3 clusters Score -1.479392e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -14799809.000000 Penalty: 5961.479004
	Iteration 5F: 3 clusters Score -1.479981e+07 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122394 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -14809225.000000 Penalty: 5961.479004
	Iteration 6F: 3 clusters Score -1.480922e+07 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136711 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -14821955.000000 Penalty: 5961.479004
	Iteration 7F: 3 clusters Score -1.482196e+07 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -14834360.000000 Penalty: 5961.479004
	Iteration 8F: 3 clusters Score -1.483436e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -14842896.000000 Penalty: 5961.479004
	Iteration 9F: 3 clusters Score -1.48429e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -14846894.000000 Penalty: 5961.479004
	Iteration 10Q: 3 clusters Score -1.484689e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -14848417.000000 Penalty: 5961.479004
	Iteration 11Q: 3 clusters Score -1.484842e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14849014.000000 Penalty: 5961.479004
	Iteration 12Q: 3 clusters Score -1.484901e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165342 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14849216.000000 Penalty: 5961.479004
	Iteration 13Q: 3 clusters Score -1.484922e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165423 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14849340.000000 Penalty: 5961.479004
	Iteration 14Q: 3 clusters Score -1.484934e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165464 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -14849404.000000 Penalty: 5961.479004
	Iteration 15Q: 3 clusters Score -1.48494e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165488 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -14849461.000000 Penalty: 5961.479004
	Iteration 16Q: 3 clusters Score -1.484946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165497 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14849474.000000 Penalty: 5961.479004
	Iteration 17Q: 3 clusters Score -1.484947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14849489.000000 Penalty: 5961.479004
	Iteration 18Q: 3 clusters Score -1.484949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165509 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14849497.000000 Penalty: 5961.479004
	Iteration 19Q: 3 clusters Score -1.48495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14849491.000000 Penalty: 5961.479004
	Iteration 20F: 3 clusters Score -1.484949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14849492.000000 Penalty: 5961.479004
	Iteration 21Q: 3 clusters Score -1.484949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14849489.000000 Penalty: 5961.479004
	Iteration 22Q: 3 clusters Score -1.484949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -14849498.000000 Penalty: 5961.479004
	Iteration 23Q: 3 clusters Score -1.48495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165516 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14849506.000000 Penalty: 5961.479004
	Iteration 24Q: 3 clusters Score -1.484951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165517 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14849514.000000 Penalty: 5961.479004
	Iteration 25Q: 3 clusters Score -1.484951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165517 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14849514.000000 Penalty: 5961.479004
	Iteration 26F: 3 clusters Score -1.484951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (120690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Entering Unmasked Estep 
Score: -11066104.000000 Penalty: 2901.843018
	Iteration 0F: 2 clusters Score -1.10661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -10985525.000000 Penalty: 5803.686035
	Iteration 0F: 3 clusters Score -1.098552e+07 nChanged 57378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -11018096.000000 Penalty: 5803.686035
	Iteration 1F: 3 clusters Score -1.10181e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -11018892.000000 Penalty: 5803.686035
	Iteration 2Q: 3 clusters Score -1.101889e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -11019743.000000 Penalty: 5803.686035
	Iteration 3Q: 3 clusters Score -1.101974e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -11021121.000000 Penalty: 5803.686035
	Iteration 4Q: 3 clusters Score -1.102112e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -11023135.000000 Penalty: 5803.686035
	Iteration 5Q: 3 clusters Score -1.102314e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -11026501.000000 Penalty: 5803.686035
	Iteration 6F: 3 clusters Score -1.10265e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -11032807.000000 Penalty: 5803.686035
	Iteration 7F: 3 clusters Score -1.103281e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -11042226.000000 Penalty: 5803.686035
	Iteration 8F: 3 clusters Score -1.104223e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -11052036.000000 Penalty: 5803.686035
	Iteration 9F: 3 clusters Score -1.105204e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -11058792.000000 Penalty: 5803.686035
	Iteration 10F: 3 clusters Score -1.105879e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -11061812.000000 Penalty: 5803.686035
	Iteration 11Q: 3 clusters Score -1.106181e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 119846 members 
Entering Unmasked Estep 
Score: -11062919.000000 Penalty: 5803.686035
	Iteration 12Q: 3 clusters Score -1.106292e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 120197 members 
Entering Unmasked Estep 
Score: -11063262.000000 Penalty: 5803.686035
	Iteration 13Q: 3 clusters Score -1.106326e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 120301 members 
Entering Unmasked Estep 
Score: -11063392.000000 Penalty: 5803.686035
	Iteration 14Q: 3 clusters Score -1.106339e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 120347 members 
Entering Unmasked Estep 
Score: -11063445.000000 Penalty: 5803.686035
	Iteration 15Q: 3 clusters Score -1.106344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 120371 members 
Entering Unmasked Estep 
Score: -11063498.000000 Penalty: 5803.686035
	Iteration 16Q: 3 clusters Score -1.10635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 120379 members 
Entering Unmasked Estep 
Score: -11063512.000000 Penalty: 5803.686035
	Iteration 17Q: 3 clusters Score -1.106351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
Score: -11063524.000000 Penalty: 5803.686035
	Iteration 18Q: 3 clusters Score -1.106352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -11063528.000000 Penalty: 5803.686035
	Iteration 19Q: 3 clusters Score -1.106353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 120382 members 
Entering Unmasked Estep 
Score: -11063535.000000 Penalty: 5803.686035
	Iteration 20F: 3 clusters Score -1.106354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 120386 members 
Entering Unmasked Estep 
Score: -11063534.000000 Penalty: 5803.686035
	Iteration 21Q: 3 clusters Score -1.106353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 120391 members 
Entering Unmasked Estep 
Score: -11063553.000000 Penalty: 5803.686035
	Iteration 22Q: 3 clusters Score -1.106355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 120396 members 
Entering Unmasked Estep 
Score: -11063557.000000 Penalty: 5803.686035
	Iteration 23Q: 3 clusters Score -1.106356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 120396 members 
Entering Unmasked Estep 
Score: -11063569.000000 Penalty: 5803.686035
	Iteration 24Q: 3 clusters Score -1.106357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 120396 members 
Entering Unmasked Estep 
Score: -11063569.000000 Penalty: 5803.686035
	Iteration 25Q: 3 clusters Score -1.106357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 120396 members 
Entering Unmasked Estep 
Score: -11063575.000000 Penalty: 5803.686035
	Iteration 26Q: 3 clusters Score -1.106358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 120397 members 
Entering Unmasked Estep 
Score: -11063572.000000 Penalty: 5803.686035
	Iteration 27Q: 3 clusters Score -1.106357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 120399 members 
Entering Unmasked Estep 
Score: -11063564.000000 Penalty: 5803.686035
	Iteration 28Q: 3 clusters Score -1.106356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 120401 members 
Entering Unmasked Estep 
Score: -11063571.000000 Penalty: 5803.686035
	Iteration 29Q: 3 clusters Score -1.106357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 120402 members 
Entering Unmasked Estep 
Score: -11063569.000000 Penalty: 5803.686035
	Iteration 30Q: 3 clusters Score -1.106357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
Score: -11063570.000000 Penalty: 5803.686035
	Iteration 31Q: 3 clusters Score -1.106357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
Score: -11063570.000000 Penalty: 5803.686035
	Iteration 32F: 3 clusters Score -1.106357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -126879.109375 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126879.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -127421.476562 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127421.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -127895.742188 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127895.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128459.148438 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -128459.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -128851.710938 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -128851.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -129017.468750 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -129017.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -129154.695312 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -129154.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -129282.867188 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -129282.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -129413.390625 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -129413.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -129605.953125 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -129606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -129844.625000 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -129844.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -130041.695312 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -130041.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -130080.148438 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -130080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -130086.375000 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -130086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -130086.875000 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -130086.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -130086.875000 Penalty: 3656.882324
	Iteration 15F: 3 clusters Score -130086.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35275 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 13852 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7326 members 
Mstep: Class 18 contains 16892 members 
Mstep: Class 19 contains 15626 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 165895 members 
Mstep: Class 22 contains 120690 members 
Mstep: Class 23 contains 693 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 114390 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 899 members 
Entering Unmasked Estep 
Score: -93620376.000000 Penalty: 99725.210938
Splitting cluster 23 changes total score from -93621384.000000 to -93620376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -27464.541016 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -27464.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26103.945312 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -26103.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26364.986328 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -26364.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26580.087891 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -26580.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26734.037109 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -26734.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26807.857422 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -26807.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26838.191406 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -26838.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26846.843750 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -26846.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26863.763672 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -26863.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26865.271484 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -26865.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26872.046875 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -26872.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26872.046875 Penalty: 2923.623779
	Iteration 10F: 3 clusters Score -26872.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (114390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Entering Unmasked Estep 
Score: -10525226.000000 Penalty: 2888.547607
	Iteration 0F: 2 clusters Score -1.052523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -10448364.000000 Penalty: 5777.095215
	Iteration 0F: 3 clusters Score -1.044836e+07 nChanged 54193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -10479573.000000 Penalty: 5777.095215
	Iteration 1F: 3 clusters Score -1.047957e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -10480576.000000 Penalty: 5777.095215
	Iteration 2Q: 3 clusters Score -1.048058e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -10481786.000000 Penalty: 5777.095215
	Iteration 3Q: 3 clusters Score -1.048179e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -10483617.000000 Penalty: 5777.095215
	Iteration 4Q: 3 clusters Score -1.048362e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -10486759.000000 Penalty: 5777.095215
	Iteration 5F: 3 clusters Score -1.048676e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -10492310.000000 Penalty: 5777.095215
	Iteration 6F: 3 clusters Score -1.049231e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -10500995.000000 Penalty: 5777.095215
	Iteration 7F: 3 clusters Score -1.0501e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -10510888.000000 Penalty: 5777.095215
	Iteration 8F: 3 clusters Score -1.051089e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -10517683.000000 Penalty: 5777.095215
	Iteration 9F: 3 clusters Score -1.051768e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -10520760.000000 Penalty: 5777.095215
	Iteration 10Q: 3 clusters Score -1.052076e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112754 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10521912.000000 Penalty: 5777.095215
	Iteration 11Q: 3 clusters Score -1.052191e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113268 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10522321.000000 Penalty: 5777.095215
	Iteration 12Q: 3 clusters Score -1.052232e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113503 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10522545.000000 Penalty: 5777.095215
	Iteration 13Q: 3 clusters Score -1.052254e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10522661.000000 Penalty: 5777.095215
	Iteration 14Q: 3 clusters Score -1.052266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10522697.000000 Penalty: 5777.095215
	Iteration 15Q: 3 clusters Score -1.05227e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10522719.000000 Penalty: 5777.095215
	Iteration 16Q: 3 clusters Score -1.052272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113732 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10522751.000000 Penalty: 5777.095215
	Iteration 17Q: 3 clusters Score -1.052275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113741 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10522778.000000 Penalty: 5777.095215
	Iteration 18Q: 3 clusters Score -1.052278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10522791.000000 Penalty: 5777.095215
	Iteration 19Q: 3 clusters Score -1.052279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10522800.000000 Penalty: 5777.095215
	Iteration 20F: 3 clusters Score -1.05228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10522802.000000 Penalty: 5777.095215
	Iteration 21Q: 3 clusters Score -1.05228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113779 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10522808.000000 Penalty: 5777.095215
	Iteration 22Q: 3 clusters Score -1.052281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113785 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10522823.000000 Penalty: 5777.095215
	Iteration 23Q: 3 clusters Score -1.052282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113794 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10522828.000000 Penalty: 5777.095215
	Iteration 24Q: 3 clusters Score -1.052283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10522831.000000 Penalty: 5777.095215
	Iteration 25Q: 3 clusters Score -1.052283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113802 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10522845.000000 Penalty: 5777.095215
	Iteration 26Q: 3 clusters Score -1.052284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113802 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10522843.000000 Penalty: 5777.095215
	Iteration 27Q: 3 clusters Score -1.052284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113804 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10522846.000000 Penalty: 5777.095215
	Iteration 28Q: 3 clusters Score -1.052285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113807 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10522856.000000 Penalty: 5777.095215
	Iteration 29Q: 3 clusters Score -1.052286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10522859.000000 Penalty: 5777.095215
	Iteration 30Q: 3 clusters Score -1.052286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113812 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10522851.000000 Penalty: 5777.095215
	Iteration 31Q: 3 clusters Score -1.052285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10522855.000000 Penalty: 5777.095215
	Iteration 32Q: 3 clusters Score -1.052286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113817 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10522861.000000 Penalty: 5777.095215
	Iteration 33Q: 3 clusters Score -1.052286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10522861.000000 Penalty: 5777.095215
	Iteration 34Q: 3 clusters Score -1.052286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10522869.000000 Penalty: 5777.095215
	Iteration 35Q: 3 clusters Score -1.052287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10522869.000000 Penalty: 5777.095215
	Iteration 36F: 3 clusters Score -1.052287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15149.571289 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15149.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15211.168945 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15211.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15226.773438 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15226.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15236.193359 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -15236.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15252.731445 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -15252.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15263.087891 Penalty: 2684.176270
	Iteration 5Q: 3 clusters Score -15263.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15266.329102 Penalty: 2684.176270
	Iteration 6Q: 3 clusters Score -15266.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15266.329102 Penalty: 2684.176270
	Iteration 7F: 3 clusters Score -15266.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42902.742188 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -42902.74 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43160.628906 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43160.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -43366.398438 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43366.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43440.847656 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -43440.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43480.289062 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43480.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43505.515625 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43505.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43527.000000 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43552.867188 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -43552.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43573.957031 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -43573.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -43598.191406 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -43598.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -43613.554688 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -43613.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -43633.070312 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -43633.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43683.273438 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -43683.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43716.273438 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -43716.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43748.984375 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -43748.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43762.457031 Penalty: 3156.916504
	Iteration 15Q: 3 clusters Score -43762.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -43775.648438 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -43775.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -43775.648438 Penalty: 3156.916504
	Iteration 17F: 3 clusters Score -43775.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -21627.041016 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -21627.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20393.818359 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -20393.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20551.310547 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -20551.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20615.689453 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -20615.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20642.371094 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -20642.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20654.615234 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -20654.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20677.550781 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -20677.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20679.000000 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -20679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20679.000000 Penalty: 2848.529785
	Iteration 7F: 3 clusters Score -20679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35275 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 13852 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7326 members 
Mstep: Class 18 contains 16892 members 
Mstep: Class 19 contains 15626 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 165895 members 
Mstep: Class 22 contains 120690 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 114390 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621392.000000 Penalty: 96286.414062
Iteration 199Q: 29 clusters Score -9.362139e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 47307 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24849 members 
Mstep: Class 15 contains 13854 members 
Mstep: Class 16 contains 438634 members 
Mstep: Class 17 contains 7328 members 
Mstep: Class 18 contains 16887 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 4804 members 
Mstep: Class 21 contains 165904 members 
Mstep: Class 22 contains 120774 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 114182 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621544.000000 Penalty: 96286.414062
Iteration 200F: 29 clusters Score -9.362154e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35269 members 
Mstep: Class 8 contains 4725 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10851 members 
Mstep: Class 11 contains 47402 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24850 members 
Mstep: Class 15 contains 13850 members 
Mstep: Class 16 contains 438629 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 16890 members 
Mstep: Class 19 contains 15641 members 
Mstep: Class 20 contains 4803 members 
Mstep: Class 21 contains 165904 members 
Mstep: Class 22 contains 120852 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 113980 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621736.000000 Penalty: 96286.414062
Iteration 201Q: 29 clusters Score -9.362174e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5653 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35264 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10862 members 
Mstep: Class 11 contains 47503 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 15 contains 13857 members 
Mstep: Class 16 contains 438626 members 
Mstep: Class 17 contains 7330 members 
Mstep: Class 18 contains 16891 members 
Mstep: Class 19 contains 15646 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 165873 members 
Mstep: Class 22 contains 120947 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 113769 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621680.000000 Penalty: 96286.414062
Iteration 202Q: 29 clusters Score -9.362168e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35259 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10871 members 
Mstep: Class 11 contains 47590 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24856 members 
Mstep: Class 15 contains 13864 members 
Mstep: Class 16 contains 438618 members 
Mstep: Class 17 contains 7328 members 
Mstep: Class 18 contains 16891 members 
Mstep: Class 19 contains 15650 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 165857 members 
Mstep: Class 22 contains 121044 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 113563 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621848.000000 Penalty: 96286.414062
Iteration 203Q: 29 clusters Score -9.362185e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5673 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35256 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 47685 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24857 members 
Mstep: Class 15 contains 13871 members 
Mstep: Class 16 contains 438605 members 
Mstep: Class 17 contains 7327 members 
Mstep: Class 18 contains 16881 members 
Mstep: Class 19 contains 15660 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 165845 members 
Mstep: Class 22 contains 121149 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 113347 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621792.000000 Penalty: 96286.414062
Iteration 204Q: 29 clusters Score -9.362179e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6532 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5691 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35255 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10885 members 
Mstep: Class 11 contains 47777 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24859 members 
Mstep: Class 15 contains 13879 members 
Mstep: Class 16 contains 438600 members 
Mstep: Class 17 contains 7323 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 15660 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 165826 members 
Mstep: Class 22 contains 121267 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 113132 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621832.000000 Penalty: 96286.414062
Iteration 205Q: 29 clusters Score -9.362183e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 5708 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35250 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10890 members 
Mstep: Class 11 contains 47873 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24856 members 
Mstep: Class 15 contains 13886 members 
Mstep: Class 16 contains 438592 members 
Mstep: Class 17 contains 7320 members 
Mstep: Class 18 contains 16880 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 165818 members 
Mstep: Class 22 contains 121378 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 112914 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621880.000000 Penalty: 96286.414062
Iteration 206Q: 29 clusters Score -9.362188e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35248 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10901 members 
Mstep: Class 11 contains 47980 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24855 members 
Mstep: Class 15 contains 13891 members 
Mstep: Class 16 contains 438586 members 
Mstep: Class 17 contains 7318 members 
Mstep: Class 18 contains 16882 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 165805 members 
Mstep: Class 22 contains 121478 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 112697 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621928.000000 Penalty: 96286.414062
Iteration 207Q: 29 clusters Score -9.362193e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35247 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10908 members 
Mstep: Class 11 contains 48060 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 15 contains 13895 members 
Mstep: Class 16 contains 438578 members 
Mstep: Class 17 contains 7318 members 
Mstep: Class 18 contains 16881 members 
Mstep: Class 19 contains 15678 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 165801 members 
Mstep: Class 22 contains 121580 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 112498 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622008.000000 Penalty: 96286.414062
Iteration 208Q: 29 clusters Score -9.362201e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35245 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10914 members 
Mstep: Class 11 contains 48138 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 15 contains 13896 members 
Mstep: Class 16 contains 438576 members 
Mstep: Class 17 contains 7318 members 
Mstep: Class 18 contains 16872 members 
Mstep: Class 19 contains 15687 members 
Mstep: Class 20 contains 4797 members 
Mstep: Class 21 contains 165799 members 
Mstep: Class 22 contains 121684 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 112308 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622048.000000 Penalty: 96286.414062
Iteration 209Q: 29 clusters Score -9.362205e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5686 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35245 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10917 members 
Mstep: Class 11 contains 48227 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 13898 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7319 members 
Mstep: Class 18 contains 16872 members 
Mstep: Class 19 contains 15688 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 165804 members 
Mstep: Class 22 contains 121778 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 112114 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621904.000000 Penalty: 96286.414062
Iteration 210Q: 29 clusters Score -9.36219e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5685 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35243 members 
Mstep: Class 8 contains 4796 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10919 members 
Mstep: Class 11 contains 48316 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24859 members 
Mstep: Class 15 contains 13899 members 
Mstep: Class 16 contains 438571 members 
Mstep: Class 17 contains 7320 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 15698 members 
Mstep: Class 20 contains 4797 members 
Mstep: Class 21 contains 165800 members 
Mstep: Class 22 contains 121859 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 111927 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621872.000000 Penalty: 96286.414062
Iteration 211Q: 29 clusters Score -9.362187e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35242 members 
Mstep: Class 8 contains 4798 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10922 members 
Mstep: Class 11 contains 48390 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24860 members 
Mstep: Class 15 contains 13898 members 
Mstep: Class 16 contains 438574 members 
Mstep: Class 17 contains 7321 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 15704 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 165816 members 
Mstep: Class 22 contains 121957 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 111730 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621920.000000 Penalty: 96286.414062
Iteration 212Q: 29 clusters Score -9.362192e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35240 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10927 members 
Mstep: Class 11 contains 48457 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24860 members 
Mstep: Class 15 contains 13900 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7323 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 15708 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 165824 members 
Mstep: Class 22 contains 122043 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 111554 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622048.000000 Penalty: 96286.414062
Iteration 213Q: 29 clusters Score -9.362205e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 35238 members 
Mstep: Class 8 contains 4813 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10933 members 
Mstep: Class 11 contains 48523 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24859 members 
Mstep: Class 15 contains 13902 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7323 members 
Mstep: Class 18 contains 16869 members 
Mstep: Class 19 contains 15709 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 165827 members 
Mstep: Class 22 contains 122143 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 111368 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621960.000000 Penalty: 96286.414062
Iteration 214Q: 29 clusters Score -9.362196e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 35237 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10935 members 
Mstep: Class 11 contains 48589 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24863 members 
Mstep: Class 15 contains 13903 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7324 members 
Mstep: Class 18 contains 16871 members 
Mstep: Class 19 contains 15714 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 165826 members 
Mstep: Class 22 contains 122230 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 111191 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621944.000000 Penalty: 96286.414062
Iteration 215Q: 29 clusters Score -9.362194e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 35235 members 
Mstep: Class 8 contains 4822 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 48650 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13904 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 18 contains 16874 members 
Mstep: Class 19 contains 15720 members 
Mstep: Class 20 contains 4797 members 
Mstep: Class 21 contains 165828 members 
Mstep: Class 22 contains 122313 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 111023 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621856.000000 Penalty: 96286.414062
Iteration 216Q: 29 clusters Score -9.362186e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5692 members 
Mstep: Class 5 contains 5732 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35234 members 
Mstep: Class 8 contains 4831 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10941 members 
Mstep: Class 11 contains 48705 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 13906 members 
Mstep: Class 16 contains 438567 members 
Mstep: Class 17 contains 7322 members 
Mstep: Class 18 contains 16876 members 
Mstep: Class 19 contains 15724 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 165836 members 
Mstep: Class 22 contains 122401 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 110857 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621736.000000 Penalty: 96286.414062
Iteration 217Q: 29 clusters Score -9.362174e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35232 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10945 members 
Mstep: Class 11 contains 48779 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 13907 members 
Mstep: Class 16 contains 438563 members 
Mstep: Class 17 contains 7319 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 15725 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 165827 members 
Mstep: Class 22 contains 122500 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 110694 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621840.000000 Penalty: 96286.414062
Iteration 218Q: 29 clusters Score -9.362184e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35230 members 
Mstep: Class 8 contains 4841 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10951 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13907 members 
Mstep: Class 16 contains 438559 members 
Mstep: Class 17 contains 7319 members 
Mstep: Class 18 contains 16871 members 
Mstep: Class 19 contains 15729 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 165826 members 
Mstep: Class 22 contains 122592 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 110542 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621904.000000 Penalty: 96286.414062
Iteration 219Q: 29 clusters Score -9.36219e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35226 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10956 members 
Mstep: Class 11 contains 48888 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24863 members 
Mstep: Class 15 contains 13908 members 
Mstep: Class 16 contains 438561 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 16872 members 
Mstep: Class 19 contains 15724 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 165833 members 
Mstep: Class 22 contains 122677 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 110380 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621960.000000 Penalty: 96286.414062
Iteration 220F: 29 clusters Score -9.362196e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35224 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10959 members 
Mstep: Class 11 contains 48946 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 13905 members 
Mstep: Class 16 contains 438564 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 15726 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 165819 members 
Mstep: Class 22 contains 122789 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 110205 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622008.000000 Penalty: 96286.414062
Iteration 221Q: 29 clusters Score -9.362201e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35224 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10964 members 
Mstep: Class 11 contains 49017 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24873 members 
Mstep: Class 15 contains 13902 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 15727 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 165807 members 
Mstep: Class 22 contains 122895 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 110015 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621896.000000 Penalty: 96286.414062
Iteration 222Q: 29 clusters Score -9.36219e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35225 members 
Mstep: Class 8 contains 4872 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 49086 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24876 members 
Mstep: Class 15 contains 13904 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 16872 members 
Mstep: Class 19 contains 15731 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 165784 members 
Mstep: Class 22 contains 123014 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 109820 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621936.000000 Penalty: 96286.414062
Iteration 223Q: 29 clusters Score -9.362194e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5696 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35225 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10973 members 
Mstep: Class 11 contains 49139 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 13915 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7314 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 15732 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 165748 members 
Mstep: Class 22 contains 123151 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 109635 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621936.000000 Penalty: 96286.414062
Iteration 224Q: 29 clusters Score -9.362194e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5699 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35224 members 
Mstep: Class 8 contains 4885 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10975 members 
Mstep: Class 11 contains 49201 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24876 members 
Mstep: Class 15 contains 13920 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 16869 members 
Mstep: Class 19 contains 15729 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 165724 members 
Mstep: Class 22 contains 123280 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 109456 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622096.000000 Penalty: 96286.414062
Iteration 225Q: 29 clusters Score -9.36221e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5699 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 35222 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10981 members 
Mstep: Class 11 contains 49265 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13928 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7308 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 15728 members 
Mstep: Class 20 contains 4794 members 
Mstep: Class 21 contains 165703 members 
Mstep: Class 22 contains 123397 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 109271 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622008.000000 Penalty: 96286.414062
Iteration 226Q: 29 clusters Score -9.362201e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5700 members 
Mstep: Class 5 contains 5751 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35220 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10985 members 
Mstep: Class 11 contains 49334 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 13935 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7306 members 
Mstep: Class 18 contains 16872 members 
Mstep: Class 19 contains 15726 members 
Mstep: Class 20 contains 4794 members 
Mstep: Class 21 contains 165687 members 
Mstep: Class 22 contains 123506 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 109102 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622056.000000 Penalty: 96286.414062
Iteration 227Q: 29 clusters Score -9.362206e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5700 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35222 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10990 members 
Mstep: Class 11 contains 49399 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 13937 members 
Mstep: Class 16 contains 438571 members 
Mstep: Class 17 contains 7305 members 
Mstep: Class 18 contains 16872 members 
Mstep: Class 19 contains 15721 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 165673 members 
Mstep: Class 22 contains 123624 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 108928 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621944.000000 Penalty: 96286.414062
Iteration 228Q: 29 clusters Score -9.362194e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5700 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35222 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 10995 members 
Mstep: Class 11 contains 49465 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 13940 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 18 contains 16866 members 
Mstep: Class 19 contains 15713 members 
Mstep: Class 20 contains 4790 members 
Mstep: Class 21 contains 165669 members 
Mstep: Class 22 contains 123727 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 108773 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622016.000000 Penalty: 96286.414062
Iteration 229Q: 29 clusters Score -9.362202e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5701 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35220 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11003 members 
Mstep: Class 11 contains 49542 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13941 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 16868 members 
Mstep: Class 19 contains 15708 members 
Mstep: Class 20 contains 4790 members 
Mstep: Class 21 contains 165654 members 
Mstep: Class 22 contains 123825 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 108618 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621920.000000 Penalty: 96286.414062
Iteration 230Q: 29 clusters Score -9.362192e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5704 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35219 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11008 members 
Mstep: Class 11 contains 49612 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24866 members 
Mstep: Class 15 contains 13940 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 16872 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 4789 members 
Mstep: Class 21 contains 165648 members 
Mstep: Class 22 contains 123899 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 108479 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621992.000000 Penalty: 96286.414062
Iteration 231Q: 29 clusters Score -9.362199e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5708 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35217 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11014 members 
Mstep: Class 11 contains 49654 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24868 members 
Mstep: Class 15 contains 13942 members 
Mstep: Class 16 contains 438574 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 16875 members 
Mstep: Class 19 contains 15697 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 165636 members 
Mstep: Class 22 contains 123978 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 108357 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622048.000000 Penalty: 96286.414062
Iteration 232Q: 29 clusters Score -9.362205e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35216 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11021 members 
Mstep: Class 11 contains 49692 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 438574 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 15693 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 165634 members 
Mstep: Class 22 contains 124064 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 108229 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621952.000000 Penalty: 96286.414062
Iteration 233Q: 29 clusters Score -9.362195e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35213 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11026 members 
Mstep: Class 11 contains 49728 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 438577 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 16874 members 
Mstep: Class 19 contains 15690 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 165619 members 
Mstep: Class 22 contains 124167 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 108104 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622056.000000 Penalty: 96286.414062
Iteration 234Q: 29 clusters Score -9.362206e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5708 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35210 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 49774 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 438575 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 15684 members 
Mstep: Class 20 contains 4786 members 
Mstep: Class 21 contains 165622 members 
Mstep: Class 22 contains 124268 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107960 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622192.000000 Penalty: 96286.414062
Iteration 235Q: 29 clusters Score -9.362219e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35208 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24863 members 
Mstep: Class 15 contains 13947 members 
Mstep: Class 16 contains 438578 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 16871 members 
Mstep: Class 19 contains 15684 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 165620 members 
Mstep: Class 22 contains 124363 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107813 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622200.000000 Penalty: 96286.414062
Iteration 236Q: 29 clusters Score -9.36222e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35208 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11034 members 
Mstep: Class 11 contains 49868 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24866 members 
Mstep: Class 15 contains 13948 members 
Mstep: Class 16 contains 438578 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 15685 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 165616 members 
Mstep: Class 22 contains 124471 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107655 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622096.000000 Penalty: 96286.414062
Iteration 237Q: 29 clusters Score -9.36221e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5708 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35206 members 
Mstep: Class 8 contains 4909 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11042 members 
Mstep: Class 11 contains 49908 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13948 members 
Mstep: Class 16 contains 438577 members 
Mstep: Class 17 contains 7296 members 
Mstep: Class 18 contains 16866 members 
Mstep: Class 19 contains 15689 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 165614 members 
Mstep: Class 22 contains 124580 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107500 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622096.000000 Penalty: 96286.414062
Iteration 238Q: 29 clusters Score -9.36221e+07 nChanged 219
Entering ConstructFrom: 
Score: -93622096.000000 Penalty: 96286.414062
Entering ConstructFrom: 
Trying to split cluster 1 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -28595.917969 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -28595.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27245.667969 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -27245.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27538.890625 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -27538.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27695.869141 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -27695.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27810.248047 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -27810.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27863.154297 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -27863.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27922.386719 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -27922.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27992.417969 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -27992.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28006.775391 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -28006.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28019.585938 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -28019.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28070.410156 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -28070.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28076.195312 Penalty: 2947.628662
	Iteration 10Q: 3 clusters Score -28076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28076.195312 Penalty: 2947.628662
	Iteration 11F: 3 clusters Score -28076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106586.937500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -106586.9 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 649 members 
Entering Unmasked Estep 
Score: -104453.562500 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -104453.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104832.445312 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -104832.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104947.195312 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -104947.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105011.203125 Penalty: 3544.408447
	Iteration 3Q: 3 clusters Score -105011.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -105056.679688 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -105056.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -105086.820312 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -105086.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -105111.031250 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -105111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105133.054688 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -105133.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -105146.937500 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -105146.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105156.265625 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -105156.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -105166.125000 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -105166.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105173.796875 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -105173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105177.101562 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -105177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105181.328125 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -105181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105187.296875 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -105187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105187.296875 Penalty: 3544.408447
	Iteration 15F: 3 clusters Score -105187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -574652.375000 Penalty: 2178.775879
	Iteration 0F: 2 clusters Score -574652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -569239.125000 Penalty: 4357.551758
	Iteration 0F: 3 clusters Score -569239.1 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -570580.312500 Penalty: 4357.551758
	Iteration 1F: 3 clusters Score -570580.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -570788.437500 Penalty: 4357.551758
	Iteration 2F: 3 clusters Score -570788.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -570910.687500 Penalty: 4357.551758
	Iteration 3Q: 3 clusters Score -570910.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -571004.500000 Penalty: 4357.551758
	Iteration 4Q: 3 clusters Score -571004.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -571077.187500 Penalty: 4357.551758
	Iteration 5Q: 3 clusters Score -571077.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -571122.687500 Penalty: 4357.551758
	Iteration 6Q: 3 clusters Score -571122.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -571151.437500 Penalty: 4357.551758
	Iteration 7Q: 3 clusters Score -571151.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -571173.125000 Penalty: 4357.551758
	Iteration 8Q: 3 clusters Score -571173.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -571194.125000 Penalty: 4357.551758
	Iteration 9Q: 3 clusters Score -571194.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -571211.562500 Penalty: 4357.551758
	Iteration 10Q: 3 clusters Score -571211.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -571227.312500 Penalty: 4357.551758
	Iteration 11Q: 3 clusters Score -571227.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -571242.062500 Penalty: 4357.551758
	Iteration 12Q: 3 clusters Score -571242.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -571253.375000 Penalty: 4357.551758
	Iteration 13Q: 3 clusters Score -571253.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -571268.437500 Penalty: 4357.551758
	Iteration 14Q: 3 clusters Score -571268.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -571286.562500 Penalty: 4357.551758
	Iteration 15Q: 3 clusters Score -571286.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -571299.625000 Penalty: 4357.551758
	Iteration 16Q: 3 clusters Score -571299.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -571310.625000 Penalty: 4357.551758
	Iteration 17Q: 3 clusters Score -571310.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -571320.437500 Penalty: 4357.551758
	Iteration 18Q: 3 clusters Score -571320.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -571332.250000 Penalty: 4357.551758
	Iteration 19Q: 3 clusters Score -571332.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -571343.812500 Penalty: 4357.551758
	Iteration 20F: 3 clusters Score -571343.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -571356.750000 Penalty: 4357.551758
	Iteration 21Q: 3 clusters Score -571356.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -571371.250000 Penalty: 4357.551758
	Iteration 22Q: 3 clusters Score -571371.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -571388.687500 Penalty: 4357.551758
	Iteration 23Q: 3 clusters Score -571388.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -571404.687500 Penalty: 4357.551758
	Iteration 24Q: 3 clusters Score -571404.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -571430.125000 Penalty: 4357.551758
	Iteration 25Q: 3 clusters Score -571430.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -571463.562500 Penalty: 4357.551758
	Iteration 26Q: 3 clusters Score -571463.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -571502.125000 Penalty: 4357.551758
	Iteration 27Q: 3 clusters Score -571502.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -571549.625000 Penalty: 4357.551758
	Iteration 28Q: 3 clusters Score -571549.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -571607.812500 Penalty: 4357.551758
	Iteration 29Q: 3 clusters Score -571607.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -571691.125000 Penalty: 4357.551758
	Iteration 30Q: 3 clusters Score -571691.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -571783.500000 Penalty: 4357.551758
	Iteration 31Q: 3 clusters Score -571783.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -571885.500000 Penalty: 4357.551758
	Iteration 32Q: 3 clusters Score -571885.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -571964.937500 Penalty: 4357.551758
	Iteration 33Q: 3 clusters Score -571964.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -572046.250000 Penalty: 4357.551758
	Iteration 34Q: 3 clusters Score -572046.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -572136.250000 Penalty: 4357.551758
	Iteration 35Q: 3 clusters Score -572136.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -572224.375000 Penalty: 4357.551758
	Iteration 36Q: 3 clusters Score -572224.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -572293.750000 Penalty: 4357.551758
	Iteration 37Q: 3 clusters Score -572293.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -572359.125000 Penalty: 4357.551758
	Iteration 38Q: 3 clusters Score -572359.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -572428.750000 Penalty: 4357.551758
	Iteration 39Q: 3 clusters Score -572428.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -572492.875000 Penalty: 4357.551758
	Iteration 40F: 3 clusters Score -572492.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -572543.000000 Penalty: 4357.551758
	Iteration 41Q: 3 clusters Score -572543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -572579.375000 Penalty: 4357.551758
	Iteration 42Q: 3 clusters Score -572579.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -572604.937500 Penalty: 4357.551758
	Iteration 43Q: 3 clusters Score -572604.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -572621.437500 Penalty: 4357.551758
	Iteration 44Q: 3 clusters Score -572621.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -572638.562500 Penalty: 4357.551758
	Iteration 45Q: 3 clusters Score -572638.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -572651.000000 Penalty: 4357.551758
	Iteration 46Q: 3 clusters Score -572651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -572666.000000 Penalty: 4357.551758
	Iteration 47Q: 3 clusters Score -572666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -572677.125000 Penalty: 4357.551758
	Iteration 48Q: 3 clusters Score -572677.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -572684.812500 Penalty: 4357.551758
	Iteration 49Q: 3 clusters Score -572684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -572693.687500 Penalty: 4357.551758
	Iteration 50Q: 3 clusters Score -572693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -572702.875000 Penalty: 4357.551758
	Iteration 51Q: 3 clusters Score -572702.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -572712.875000 Penalty: 4357.551758
	Iteration 52Q: 3 clusters Score -572712.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -572719.312500 Penalty: 4357.551758
	Iteration 53Q: 3 clusters Score -572719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -572722.062500 Penalty: 4357.551758
	Iteration 54Q: 3 clusters Score -572722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -572723.812500 Penalty: 4357.551758
	Iteration 55Q: 3 clusters Score -572723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -572728.500000 Penalty: 4357.551758
	Iteration 56Q: 3 clusters Score -572728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -572730.875000 Penalty: 4357.551758
	Iteration 57Q: 3 clusters Score -572730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -572731.562500 Penalty: 4357.551758
	Iteration 58Q: 3 clusters Score -572731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -572731.375000 Penalty: 4357.551758
	Iteration 59Q: 3 clusters Score -572731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -572732.000000 Penalty: 4357.551758
	Iteration 60F: 3 clusters Score -572732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -572733.687500 Penalty: 4357.551758
	Iteration 61Q: 3 clusters Score -572733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -572732.750000 Penalty: 4357.551758
	Iteration 62Q: 3 clusters Score -572732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -572734.437500 Penalty: 4357.551758
	Iteration 63Q: 3 clusters Score -572734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -572736.625000 Penalty: 4357.551758
	Iteration 64Q: 3 clusters Score -572736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -572741.187500 Penalty: 4357.551758
	Iteration 65Q: 3 clusters Score -572741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -572742.500000 Penalty: 4357.551758
	Iteration 66Q: 3 clusters Score -572742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -572743.437500 Penalty: 4357.551758
	Iteration 67Q: 3 clusters Score -572743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -572746.500000 Penalty: 4357.551758
	Iteration 68Q: 3 clusters Score -572746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -572746.500000 Penalty: 4357.551758
	Iteration 69F: 3 clusters Score -572746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -529273.687500 Penalty: 2145.063232
	Iteration 0F: 2 clusters Score -529273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -524266.375000 Penalty: 4290.126465
	Iteration 0F: 3 clusters Score -524266.4 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -525451.937500 Penalty: 4290.126465
	Iteration 1F: 3 clusters Score -525451.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -525685.500000 Penalty: 4290.126465
	Iteration 2F: 3 clusters Score -525685.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -525846.875000 Penalty: 4290.126465
	Iteration 3F: 3 clusters Score -525846.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -525958.375000 Penalty: 4290.126465
	Iteration 4Q: 3 clusters Score -525958.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -526035.187500 Penalty: 4290.126465
	Iteration 5Q: 3 clusters Score -526035.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -526092.562500 Penalty: 4290.126465
	Iteration 6Q: 3 clusters Score -526092.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -526132.250000 Penalty: 4290.126465
	Iteration 7Q: 3 clusters Score -526132.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -526165.000000 Penalty: 4290.126465
	Iteration 8Q: 3 clusters Score -526165 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -526191.875000 Penalty: 4290.126465
	Iteration 9Q: 3 clusters Score -526191.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -526221.375000 Penalty: 4290.126465
	Iteration 10Q: 3 clusters Score -526221.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -526248.312500 Penalty: 4290.126465
	Iteration 11Q: 3 clusters Score -526248.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -526270.062500 Penalty: 4290.126465
	Iteration 12Q: 3 clusters Score -526270.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -526293.687500 Penalty: 4290.126465
	Iteration 13Q: 3 clusters Score -526293.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -526318.875000 Penalty: 4290.126465
	Iteration 14Q: 3 clusters Score -526318.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -526339.625000 Penalty: 4290.126465
	Iteration 15Q: 3 clusters Score -526339.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -526361.500000 Penalty: 4290.126465
	Iteration 16Q: 3 clusters Score -526361.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -526382.562500 Penalty: 4290.126465
	Iteration 17Q: 3 clusters Score -526382.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -526411.625000 Penalty: 4290.126465
	Iteration 18Q: 3 clusters Score -526411.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -526434.937500 Penalty: 4290.126465
	Iteration 19Q: 3 clusters Score -526434.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -526469.312500 Penalty: 4290.126465
	Iteration 20F: 3 clusters Score -526469.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -526500.937500 Penalty: 4290.126465
	Iteration 21Q: 3 clusters Score -526500.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -526532.437500 Penalty: 4290.126465
	Iteration 22Q: 3 clusters Score -526532.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -526565.125000 Penalty: 4290.126465
	Iteration 23Q: 3 clusters Score -526565.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -526601.625000 Penalty: 4290.126465
	Iteration 24Q: 3 clusters Score -526601.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -526637.375000 Penalty: 4290.126465
	Iteration 25Q: 3 clusters Score -526637.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -526687.437500 Penalty: 4290.126465
	Iteration 26Q: 3 clusters Score -526687.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -526743.625000 Penalty: 4290.126465
	Iteration 27Q: 3 clusters Score -526743.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -526802.875000 Penalty: 4290.126465
	Iteration 28Q: 3 clusters Score -526802.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -526867.562500 Penalty: 4290.126465
	Iteration 29Q: 3 clusters Score -526867.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -526937.625000 Penalty: 4290.126465
	Iteration 30Q: 3 clusters Score -526937.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -526998.750000 Penalty: 4290.126465
	Iteration 31Q: 3 clusters Score -526998.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -527051.437500 Penalty: 4290.126465
	Iteration 32Q: 3 clusters Score -527051.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -527093.375000 Penalty: 4290.126465
	Iteration 33Q: 3 clusters Score -527093.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -527123.187500 Penalty: 4290.126465
	Iteration 34Q: 3 clusters Score -527123.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -527145.750000 Penalty: 4290.126465
	Iteration 35Q: 3 clusters Score -527145.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -527162.937500 Penalty: 4290.126465
	Iteration 36Q: 3 clusters Score -527162.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -527181.312500 Penalty: 4290.126465
	Iteration 37Q: 3 clusters Score -527181.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -527204.562500 Penalty: 4290.126465
	Iteration 38Q: 3 clusters Score -527204.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -527223.687500 Penalty: 4290.126465
	Iteration 39Q: 3 clusters Score -527223.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -527245.187500 Penalty: 4290.126465
	Iteration 40F: 3 clusters Score -527245.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -527257.125000 Penalty: 4290.126465
	Iteration 41Q: 3 clusters Score -527257.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -527265.875000 Penalty: 4290.126465
	Iteration 42Q: 3 clusters Score -527265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -527273.937500 Penalty: 4290.126465
	Iteration 43Q: 3 clusters Score -527273.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -527281.500000 Penalty: 4290.126465
	Iteration 44Q: 3 clusters Score -527281.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -527286.187500 Penalty: 4290.126465
	Iteration 45Q: 3 clusters Score -527286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -527287.250000 Penalty: 4290.126465
	Iteration 46Q: 3 clusters Score -527287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -527288.562500 Penalty: 4290.126465
	Iteration 47Q: 3 clusters Score -527288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -527291.000000 Penalty: 4290.126465
	Iteration 48Q: 3 clusters Score -527291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -527292.937500 Penalty: 4290.126465
	Iteration 49Q: 3 clusters Score -527292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -527293.437500 Penalty: 4290.126465
	Iteration 50Q: 3 clusters Score -527293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -527296.187500 Penalty: 4290.126465
	Iteration 51Q: 3 clusters Score -527296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -527304.500000 Penalty: 4290.126465
	Iteration 52Q: 3 clusters Score -527304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -527312.687500 Penalty: 4290.126465
	Iteration 53Q: 3 clusters Score -527312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -527317.750000 Penalty: 4290.126465
	Iteration 54Q: 3 clusters Score -527317.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -527323.437500 Penalty: 4290.126465
	Iteration 55Q: 3 clusters Score -527323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -527323.937500 Penalty: 4290.126465
	Iteration 56Q: 3 clusters Score -527323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -527325.875000 Penalty: 4290.126465
	Iteration 57Q: 3 clusters Score -527325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -527327.437500 Penalty: 4290.126465
	Iteration 58Q: 3 clusters Score -527327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -527328.187500 Penalty: 4290.126465
	Iteration 59Q: 3 clusters Score -527328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -527331.500000 Penalty: 4290.126465
	Iteration 60F: 3 clusters Score -527331.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -527332.625000 Penalty: 4290.126465
	Iteration 61Q: 3 clusters Score -527332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -527335.812500 Penalty: 4290.126465
	Iteration 62Q: 3 clusters Score -527335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -527336.937500 Penalty: 4290.126465
	Iteration 63Q: 3 clusters Score -527336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -527339.875000 Penalty: 4290.126465
	Iteration 64Q: 3 clusters Score -527339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -527341.000000 Penalty: 4290.126465
	Iteration 65Q: 3 clusters Score -527341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -527341.750000 Penalty: 4290.126465
	Iteration 66Q: 3 clusters Score -527341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -527341.937500 Penalty: 4290.126465
	Iteration 67Q: 3 clusters Score -527341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -527341.562500 Penalty: 4290.126465
	Iteration 68Q: 3 clusters Score -527341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -527343.562500 Penalty: 4290.126465
	Iteration 69Q: 3 clusters Score -527343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -527344.312500 Penalty: 4290.126465
	Iteration 70Q: 3 clusters Score -527344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -527346.062500 Penalty: 4290.126465
	Iteration 71Q: 3 clusters Score -527346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -527348.375000 Penalty: 4290.126465
	Iteration 72Q: 3 clusters Score -527348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -527348.375000 Penalty: 4290.126465
	Iteration 73F: 3 clusters Score -527348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Entering Unmasked Estep 
Score: -489302.187500 Penalty: 2147.355713
	Iteration 0F: 2 clusters Score -489302.2 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 2924 members 
Entering Unmasked Estep 
Score: -484303.625000 Penalty: 4294.711426
	Iteration 0F: 3 clusters Score -484303.6 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -485604.062500 Penalty: 4294.711426
	Iteration 1F: 3 clusters Score -485604.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -485851.437500 Penalty: 4294.711426
	Iteration 2F: 3 clusters Score -485851.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -486019.687500 Penalty: 4294.711426
	Iteration 3F: 3 clusters Score -486019.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -486151.000000 Penalty: 4294.711426
	Iteration 4Q: 3 clusters Score -486151 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -486250.593750 Penalty: 4294.711426
	Iteration 5Q: 3 clusters Score -486250.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -486357.500000 Penalty: 4294.711426
	Iteration 6Q: 3 clusters Score -486357.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -486444.968750 Penalty: 4294.711426
	Iteration 7Q: 3 clusters Score -486445 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -486520.718750 Penalty: 4294.711426
	Iteration 8Q: 3 clusters Score -486520.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -486583.125000 Penalty: 4294.711426
	Iteration 9Q: 3 clusters Score -486583.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -486655.750000 Penalty: 4294.711426
	Iteration 10Q: 3 clusters Score -486655.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -486749.062500 Penalty: 4294.711426
	Iteration 11Q: 3 clusters Score -486749.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -486852.000000 Penalty: 4294.711426
	Iteration 12Q: 3 clusters Score -486852 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -486940.312500 Penalty: 4294.711426
	Iteration 13Q: 3 clusters Score -486940.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -487013.437500 Penalty: 4294.711426
	Iteration 14Q: 3 clusters Score -487013.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -487074.781250 Penalty: 4294.711426
	Iteration 15Q: 3 clusters Score -487074.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -487134.312500 Penalty: 4294.711426
	Iteration 16Q: 3 clusters Score -487134.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -487196.250000 Penalty: 4294.711426
	Iteration 17Q: 3 clusters Score -487196.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -487270.187500 Penalty: 4294.711426
	Iteration 18Q: 3 clusters Score -487270.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -487365.031250 Penalty: 4294.711426
	Iteration 19Q: 3 clusters Score -487365 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -487467.781250 Penalty: 4294.711426
	Iteration 20F: 3 clusters Score -487467.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -487567.062500 Penalty: 4294.711426
	Iteration 21Q: 3 clusters Score -487567.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -487664.656250 Penalty: 4294.711426
	Iteration 22Q: 3 clusters Score -487664.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -487740.343750 Penalty: 4294.711426
	Iteration 23Q: 3 clusters Score -487740.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -487791.906250 Penalty: 4294.711426
	Iteration 24Q: 3 clusters Score -487791.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -487832.656250 Penalty: 4294.711426
	Iteration 25Q: 3 clusters Score -487832.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -487862.250000 Penalty: 4294.711426
	Iteration 26Q: 3 clusters Score -487862.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -487894.625000 Penalty: 4294.711426
	Iteration 27Q: 3 clusters Score -487894.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -487928.750000 Penalty: 4294.711426
	Iteration 28Q: 3 clusters Score -487928.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -487967.062500 Penalty: 4294.711426
	Iteration 29Q: 3 clusters Score -487967.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -488015.781250 Penalty: 4294.711426
	Iteration 30Q: 3 clusters Score -488015.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -488096.593750 Penalty: 4294.711426
	Iteration 31Q: 3 clusters Score -488096.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -488192.937500 Penalty: 4294.711426
	Iteration 32Q: 3 clusters Score -488192.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -488264.343750 Penalty: 4294.711426
	Iteration 33Q: 3 clusters Score -488264.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -488305.843750 Penalty: 4294.711426
	Iteration 34Q: 3 clusters Score -488305.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -488341.531250 Penalty: 4294.711426
	Iteration 35Q: 3 clusters Score -488341.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -488367.531250 Penalty: 4294.711426
	Iteration 36Q: 3 clusters Score -488367.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -488388.562500 Penalty: 4294.711426
	Iteration 37Q: 3 clusters Score -488388.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -488407.250000 Penalty: 4294.711426
	Iteration 38Q: 3 clusters Score -488407.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -488425.968750 Penalty: 4294.711426
	Iteration 39Q: 3 clusters Score -488426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -488443.468750 Penalty: 4294.711426
	Iteration 40F: 3 clusters Score -488443.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -488453.937500 Penalty: 4294.711426
	Iteration 41Q: 3 clusters Score -488453.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -488462.968750 Penalty: 4294.711426
	Iteration 42Q: 3 clusters Score -488463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -488468.593750 Penalty: 4294.711426
	Iteration 43Q: 3 clusters Score -488468.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -488471.250000 Penalty: 4294.711426
	Iteration 44Q: 3 clusters Score -488471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -488475.718750 Penalty: 4294.711426
	Iteration 45Q: 3 clusters Score -488475.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -488479.531250 Penalty: 4294.711426
	Iteration 46Q: 3 clusters Score -488479.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -488483.500000 Penalty: 4294.711426
	Iteration 47Q: 3 clusters Score -488483.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -488487.656250 Penalty: 4294.711426
	Iteration 48Q: 3 clusters Score -488487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -488489.031250 Penalty: 4294.711426
	Iteration 49Q: 3 clusters Score -488489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -488489.625000 Penalty: 4294.711426
	Iteration 50Q: 3 clusters Score -488489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -488491.031250 Penalty: 4294.711426
	Iteration 51Q: 3 clusters Score -488491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -488490.937500 Penalty: 4294.711426
	Iteration 52Q: 3 clusters Score -488490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -488491.875000 Penalty: 4294.711426
	Iteration 53Q: 3 clusters Score -488491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -488493.031250 Penalty: 4294.711426
	Iteration 54Q: 3 clusters Score -488493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -488494.281250 Penalty: 4294.711426
	Iteration 55Q: 3 clusters Score -488494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -488495.406250 Penalty: 4294.711426
	Iteration 56Q: 3 clusters Score -488495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -488497.781250 Penalty: 4294.711426
	Iteration 57Q: 3 clusters Score -488497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -488499.562500 Penalty: 4294.711426
	Iteration 58Q: 3 clusters Score -488499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -488500.937500 Penalty: 4294.711426
	Iteration 59Q: 3 clusters Score -488500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -488501.843750 Penalty: 4294.711426
	Iteration 60F: 3 clusters Score -488501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -488501.625000 Penalty: 4294.711426
	Iteration 61Q: 3 clusters Score -488501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -488501.718750 Penalty: 4294.711426
	Iteration 62Q: 3 clusters Score -488501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -488501.843750 Penalty: 4294.711426
	Iteration 63Q: 3 clusters Score -488501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -488501.843750 Penalty: 4294.711426
	Iteration 64F: 3 clusters Score -488501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -412930.250000 Penalty: 2101.519287
	Iteration 0F: 2 clusters Score -412930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -408542.656250 Penalty: 4203.038574
	Iteration 0F: 3 clusters Score -408542.7 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -409516.218750 Penalty: 4203.038574
	Iteration 1F: 3 clusters Score -409516.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -409686.375000 Penalty: 4203.038574
	Iteration 2F: 3 clusters Score -409686.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -409800.468750 Penalty: 4203.038574
	Iteration 3Q: 3 clusters Score -409800.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -409887.156250 Penalty: 4203.038574
	Iteration 4Q: 3 clusters Score -409887.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -409941.718750 Penalty: 4203.038574
	Iteration 5Q: 3 clusters Score -409941.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -409991.718750 Penalty: 4203.038574
	Iteration 6Q: 3 clusters Score -409991.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -410029.968750 Penalty: 4203.038574
	Iteration 7Q: 3 clusters Score -410030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -410057.375000 Penalty: 4203.038574
	Iteration 8Q: 3 clusters Score -410057.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -410085.718750 Penalty: 4203.038574
	Iteration 9Q: 3 clusters Score -410085.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -410110.062500 Penalty: 4203.038574
	Iteration 10Q: 3 clusters Score -410110.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -410134.187500 Penalty: 4203.038574
	Iteration 11Q: 3 clusters Score -410134.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -410151.093750 Penalty: 4203.038574
	Iteration 12Q: 3 clusters Score -410151.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -410166.343750 Penalty: 4203.038574
	Iteration 13Q: 3 clusters Score -410166.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -410178.906250 Penalty: 4203.038574
	Iteration 14Q: 3 clusters Score -410178.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -410191.250000 Penalty: 4203.038574
	Iteration 15Q: 3 clusters Score -410191.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -410200.250000 Penalty: 4203.038574
	Iteration 16Q: 3 clusters Score -410200.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -410208.093750 Penalty: 4203.038574
	Iteration 17Q: 3 clusters Score -410208.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -410215.093750 Penalty: 4203.038574
	Iteration 18Q: 3 clusters Score -410215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -410218.750000 Penalty: 4203.038574
	Iteration 19Q: 3 clusters Score -410218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -410221.343750 Penalty: 4203.038574
	Iteration 20F: 3 clusters Score -410221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -410222.968750 Penalty: 4203.038574
	Iteration 21Q: 3 clusters Score -410223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -410223.562500 Penalty: 4203.038574
	Iteration 22Q: 3 clusters Score -410223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -410226.187500 Penalty: 4203.038574
	Iteration 23Q: 3 clusters Score -410226.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -410232.187500 Penalty: 4203.038574
	Iteration 24Q: 3 clusters Score -410232.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -410240.250000 Penalty: 4203.038574
	Iteration 25Q: 3 clusters Score -410240.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -410248.750000 Penalty: 4203.038574
	Iteration 26Q: 3 clusters Score -410248.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -410257.906250 Penalty: 4203.038574
	Iteration 27Q: 3 clusters Score -410257.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -410268.031250 Penalty: 4203.038574
	Iteration 28Q: 3 clusters Score -410268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -410274.093750 Penalty: 4203.038574
	Iteration 29Q: 3 clusters Score -410274.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -410280.125000 Penalty: 4203.038574
	Iteration 30Q: 3 clusters Score -410280.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -410286.250000 Penalty: 4203.038574
	Iteration 31Q: 3 clusters Score -410286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -410289.750000 Penalty: 4203.038574
	Iteration 32Q: 3 clusters Score -410289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -410292.906250 Penalty: 4203.038574
	Iteration 33Q: 3 clusters Score -410292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -410293.250000 Penalty: 4203.038574
	Iteration 34Q: 3 clusters Score -410293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -410296.156250 Penalty: 4203.038574
	Iteration 35Q: 3 clusters Score -410296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -410297.906250 Penalty: 4203.038574
	Iteration 36Q: 3 clusters Score -410297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -410301.593750 Penalty: 4203.038574
	Iteration 37Q: 3 clusters Score -410301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -410301.875000 Penalty: 4203.038574
	Iteration 38Q: 3 clusters Score -410301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -410303.593750 Penalty: 4203.038574
	Iteration 39Q: 3 clusters Score -410303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -410306.031250 Penalty: 4203.038574
	Iteration 40F: 3 clusters Score -410306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -410308.718750 Penalty: 4203.038574
	Iteration 41Q: 3 clusters Score -410308.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -410312.187500 Penalty: 4203.038574
	Iteration 42Q: 3 clusters Score -410312.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -410317.937500 Penalty: 4203.038574
	Iteration 43Q: 3 clusters Score -410317.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -410323.250000 Penalty: 4203.038574
	Iteration 44Q: 3 clusters Score -410323.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -410327.625000 Penalty: 4203.038574
	Iteration 45Q: 3 clusters Score -410327.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -410332.437500 Penalty: 4203.038574
	Iteration 46Q: 3 clusters Score -410332.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -410335.718750 Penalty: 4203.038574
	Iteration 47Q: 3 clusters Score -410335.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -410338.781250 Penalty: 4203.038574
	Iteration 48Q: 3 clusters Score -410338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -410342.343750 Penalty: 4203.038574
	Iteration 49Q: 3 clusters Score -410342.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -410347.125000 Penalty: 4203.038574
	Iteration 50Q: 3 clusters Score -410347.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -410350.281250 Penalty: 4203.038574
	Iteration 51Q: 3 clusters Score -410350.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -410352.875000 Penalty: 4203.038574
	Iteration 52Q: 3 clusters Score -410352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -410353.468750 Penalty: 4203.038574
	Iteration 53Q: 3 clusters Score -410353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -410353.937500 Penalty: 4203.038574
	Iteration 54Q: 3 clusters Score -410353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -410354.218750 Penalty: 4203.038574
	Iteration 55Q: 3 clusters Score -410354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -410354.218750 Penalty: 4203.038574
	Iteration 56F: 3 clusters Score -410354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Entering Unmasked Estep 
Score: -3338954.250000 Penalty: 2596.312012
	Iteration 0F: 2 clusters Score -3338954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3314859.500000 Penalty: 5192.624023
	Iteration 0F: 3 clusters Score -3314860 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3323511.000000 Penalty: 5192.624023
	Iteration 1F: 3 clusters Score -3323511 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3324105.250000 Penalty: 5192.624023
	Iteration 2Q: 3 clusters Score -3324105 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3324816.500000 Penalty: 5192.624023
	Iteration 3Q: 3 clusters Score -3324816 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3325628.250000 Penalty: 5192.624023
	Iteration 4F: 3 clusters Score -3325628 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3326711.750000 Penalty: 5192.624023
	Iteration 5F: 3 clusters Score -3326712 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3328031.000000 Penalty: 5192.624023
	Iteration 6F: 3 clusters Score -3328031 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3329507.500000 Penalty: 5192.624023
	Iteration 7F: 3 clusters Score -3329508 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3331020.250000 Penalty: 5192.624023
	Iteration 8F: 3 clusters Score -3331020 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3332505.250000 Penalty: 5192.624023
	Iteration 9F: 3 clusters Score -3332505 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3333790.250000 Penalty: 5192.624023
	Iteration 10Q: 3 clusters Score -3333790 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -3334798.750000 Penalty: 5192.624023
	Iteration 11Q: 3 clusters Score -3334799 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3335546.750000 Penalty: 5192.624023
	Iteration 12Q: 3 clusters Score -3335547 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -3336005.500000 Penalty: 5192.624023
	Iteration 13Q: 3 clusters Score -3336006 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -3336289.250000 Penalty: 5192.624023
	Iteration 14Q: 3 clusters Score -3336289 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -3336449.500000 Penalty: 5192.624023
	Iteration 15Q: 3 clusters Score -3336450 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -3336549.250000 Penalty: 5192.624023
	Iteration 16Q: 3 clusters Score -3336549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -3336618.000000 Penalty: 5192.624023
	Iteration 17Q: 3 clusters Score -3336618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -3336677.000000 Penalty: 5192.624023
	Iteration 18Q: 3 clusters Score -3336677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -3336705.500000 Penalty: 5192.624023
	Iteration 19Q: 3 clusters Score -3336706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -3336734.500000 Penalty: 5192.624023
	Iteration 20F: 3 clusters Score -3336734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -3336738.250000 Penalty: 5192.624023
	Iteration 21Q: 3 clusters Score -3336738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -3336753.250000 Penalty: 5192.624023
	Iteration 22Q: 3 clusters Score -3336753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -3336762.250000 Penalty: 5192.624023
	Iteration 23Q: 3 clusters Score -3336762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -3336770.000000 Penalty: 5192.624023
	Iteration 24Q: 3 clusters Score -3336770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -3336770.000000 Penalty: 5192.624023
	Iteration 25Q: 3 clusters Score -3336770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -3336776.000000 Penalty: 5192.624023
	Iteration 26Q: 3 clusters Score -3336776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -3336776.500000 Penalty: 5192.624023
	Iteration 27Q: 3 clusters Score -3336776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3336782.250000 Penalty: 5192.624023
	Iteration 28Q: 3 clusters Score -3336782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3336782.500000 Penalty: 5192.624023
	Iteration 29Q: 3 clusters Score -3336782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -3336783.000000 Penalty: 5192.624023
	Iteration 30Q: 3 clusters Score -3336783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -3336785.500000 Penalty: 5192.624023
	Iteration 31Q: 3 clusters Score -3336786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -3336787.500000 Penalty: 5192.624023
	Iteration 32Q: 3 clusters Score -3336788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -3336786.250000 Penalty: 5192.624023
	Iteration 33Q: 3 clusters Score -3336786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3336784.000000 Penalty: 5192.624023
	Iteration 34Q: 3 clusters Score -3336784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3336784.000000 Penalty: 5192.624023
	Iteration 35F: 3 clusters Score -3336784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -443397.562500 Penalty: 2108.112549
	Iteration 0F: 2 clusters Score -443397.6 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 2397 members 
Entering Unmasked Estep 
Score: -438930.718750 Penalty: 4216.225098
	Iteration 0F: 3 clusters Score -438930.7 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -440044.875000 Penalty: 4216.225098
	Iteration 1F: 3 clusters Score -440044.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -440393.312500 Penalty: 4216.225098
	Iteration 2F: 3 clusters Score -440393.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -440702.156250 Penalty: 4216.225098
	Iteration 3F: 3 clusters Score -440702.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -441134.781250 Penalty: 4216.225098
	Iteration 4F: 3 clusters Score -441134.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -441678.968750 Penalty: 4216.225098
	Iteration 5F: 3 clusters Score -441679 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -442271.281250 Penalty: 4216.225098
	Iteration 6F: 3 clusters Score -442271.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -442711.406250 Penalty: 4216.225098
	Iteration 7F: 3 clusters Score -442711.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -442955.875000 Penalty: 4216.225098
	Iteration 8F: 3 clusters Score -442955.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -443058.593750 Penalty: 4216.225098
	Iteration 9Q: 3 clusters Score -443058.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -443102.375000 Penalty: 4216.225098
	Iteration 10Q: 3 clusters Score -443102.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -443119.781250 Penalty: 4216.225098
	Iteration 11Q: 3 clusters Score -443119.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -443129.906250 Penalty: 4216.225098
	Iteration 12Q: 3 clusters Score -443129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -443134.406250 Penalty: 4216.225098
	Iteration 13Q: 3 clusters Score -443134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -443135.031250 Penalty: 4216.225098
	Iteration 14Q: 3 clusters Score -443135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -443136.218750 Penalty: 4216.225098
	Iteration 15Q: 3 clusters Score -443136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -443136.562500 Penalty: 4216.225098
	Iteration 16Q: 3 clusters Score -443136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -443137.562500 Penalty: 4216.225098
	Iteration 17Q: 3 clusters Score -443137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -443137.562500 Penalty: 4216.225098
	Iteration 18F: 3 clusters Score -443137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65648.226562 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65648.23 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65925.093750 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -65925.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66038.609375 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -66038.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66135.390625 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -66135.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66301.500000 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -66301.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66410.718750 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -66410.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66487.328125 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66487.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66582.859375 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66582.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66602.851562 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66602.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66622.554688 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66622.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66641.812500 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -66641.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66657.742188 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -66657.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66671.632812 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -66671.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66682.406250 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -66682.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66693.968750 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -66693.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66701.679688 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -66701.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66710.343750 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -66710.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66716.570312 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -66716.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66718.023438 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -66718.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66719.992188 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -66719.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66721.523438 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -66721.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66722.296875 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -66722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66722.875000 Penalty: 3329.023193
	Iteration 22Q: 3 clusters Score -66722.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66725.890625 Penalty: 3329.023193
	Iteration 23Q: 3 clusters Score -66725.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66728.539062 Penalty: 3329.023193
	Iteration 24Q: 3 clusters Score -66728.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66732.125000 Penalty: 3329.023193
	Iteration 25Q: 3 clusters Score -66732.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66741.039062 Penalty: 3329.023193
	Iteration 26Q: 3 clusters Score -66741.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66747.671875 Penalty: 3329.023193
	Iteration 27Q: 3 clusters Score -66747.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66760.679688 Penalty: 3329.023193
	Iteration 28Q: 3 clusters Score -66760.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66771.796875 Penalty: 3329.023193
	Iteration 29Q: 3 clusters Score -66771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66781.007812 Penalty: 3329.023193
	Iteration 30Q: 3 clusters Score -66781.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66784.617188 Penalty: 3329.023193
	Iteration 31Q: 3 clusters Score -66784.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66790.843750 Penalty: 3329.023193
	Iteration 32Q: 3 clusters Score -66790.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66794.656250 Penalty: 3329.023193
	Iteration 33Q: 3 clusters Score -66794.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66795.898438 Penalty: 3329.023193
	Iteration 34Q: 3 clusters Score -66795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66795.898438 Penalty: 3329.023193
	Iteration 35F: 3 clusters Score -66795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Entering Unmasked Estep 
Score: -985942.750000 Penalty: 2308.791504
	Iteration 0F: 2 clusters Score -985942.8 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 5525 members 
Entering Unmasked Estep 
Score: -977574.000000 Penalty: 4617.583008
	Iteration 0F: 3 clusters Score -977574 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -980062.937500 Penalty: 4617.583008
	Iteration 1F: 3 clusters Score -980062.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -980419.375000 Penalty: 4617.583008
	Iteration 2F: 3 clusters Score -980419.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -980659.937500 Penalty: 4617.583008
	Iteration 3F: 3 clusters Score -980659.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -980871.562500 Penalty: 4617.583008
	Iteration 4Q: 3 clusters Score -980871.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -981038.375000 Penalty: 4617.583008
	Iteration 5Q: 3 clusters Score -981038.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -981175.437500 Penalty: 4617.583008
	Iteration 6Q: 3 clusters Score -981175.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -981305.750000 Penalty: 4617.583008
	Iteration 7Q: 3 clusters Score -981305.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -981441.687500 Penalty: 4617.583008
	Iteration 8Q: 3 clusters Score -981441.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -981588.500000 Penalty: 4617.583008
	Iteration 9Q: 3 clusters Score -981588.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -981748.312500 Penalty: 4617.583008
	Iteration 10Q: 3 clusters Score -981748.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -981911.062500 Penalty: 4617.583008
	Iteration 11Q: 3 clusters Score -981911.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -982084.750000 Penalty: 4617.583008
	Iteration 12Q: 3 clusters Score -982084.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -982261.187500 Penalty: 4617.583008
	Iteration 13Q: 3 clusters Score -982261.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -982443.062500 Penalty: 4617.583008
	Iteration 14Q: 3 clusters Score -982443.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -982614.937500 Penalty: 4617.583008
	Iteration 15Q: 3 clusters Score -982614.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -982763.000000 Penalty: 4617.583008
	Iteration 16Q: 3 clusters Score -982763 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -982903.375000 Penalty: 4617.583008
	Iteration 17Q: 3 clusters Score -982903.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -983036.875000 Penalty: 4617.583008
	Iteration 18Q: 3 clusters Score -983036.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -983166.812500 Penalty: 4617.583008
	Iteration 19Q: 3 clusters Score -983166.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -983287.312500 Penalty: 4617.583008
	Iteration 20F: 3 clusters Score -983287.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -983390.125000 Penalty: 4617.583008
	Iteration 21Q: 3 clusters Score -983390.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -983487.750000 Penalty: 4617.583008
	Iteration 22Q: 3 clusters Score -983487.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -983583.687500 Penalty: 4617.583008
	Iteration 23Q: 3 clusters Score -983583.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -983662.187500 Penalty: 4617.583008
	Iteration 24Q: 3 clusters Score -983662.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -983735.875000 Penalty: 4617.583008
	Iteration 25Q: 3 clusters Score -983735.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -983785.437500 Penalty: 4617.583008
	Iteration 26Q: 3 clusters Score -983785.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -983818.187500 Penalty: 4617.583008
	Iteration 27Q: 3 clusters Score -983818.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -983846.937500 Penalty: 4617.583008
	Iteration 28Q: 3 clusters Score -983846.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -983871.562500 Penalty: 4617.583008
	Iteration 29Q: 3 clusters Score -983871.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -983893.562500 Penalty: 4617.583008
	Iteration 30Q: 3 clusters Score -983893.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -983913.750000 Penalty: 4617.583008
	Iteration 31Q: 3 clusters Score -983913.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -983924.250000 Penalty: 4617.583008
	Iteration 32Q: 3 clusters Score -983924.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -983936.000000 Penalty: 4617.583008
	Iteration 33Q: 3 clusters Score -983936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -983946.625000 Penalty: 4617.583008
	Iteration 34Q: 3 clusters Score -983946.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -983955.375000 Penalty: 4617.583008
	Iteration 35Q: 3 clusters Score -983955.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -983963.937500 Penalty: 4617.583008
	Iteration 36Q: 3 clusters Score -983963.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -983973.125000 Penalty: 4617.583008
	Iteration 37Q: 3 clusters Score -983973.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -983977.250000 Penalty: 4617.583008
	Iteration 38Q: 3 clusters Score -983977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -983981.375000 Penalty: 4617.583008
	Iteration 39Q: 3 clusters Score -983981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -983989.687500 Penalty: 4617.583008
	Iteration 40F: 3 clusters Score -983989.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -983994.187500 Penalty: 4617.583008
	Iteration 41Q: 3 clusters Score -983994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -984001.812500 Penalty: 4617.583008
	Iteration 42Q: 3 clusters Score -984001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -984006.687500 Penalty: 4617.583008
	Iteration 43Q: 3 clusters Score -984006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -984011.062500 Penalty: 4617.583008
	Iteration 44Q: 3 clusters Score -984011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -984011.562500 Penalty: 4617.583008
	Iteration 45Q: 3 clusters Score -984011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -984011.625000 Penalty: 4617.583008
	Iteration 46Q: 3 clusters Score -984011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -984013.500000 Penalty: 4617.583008
	Iteration 47Q: 3 clusters Score -984013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -984013.375000 Penalty: 4617.583008
	Iteration 48Q: 3 clusters Score -984013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -984013.062500 Penalty: 4617.583008
	Iteration 49Q: 3 clusters Score -984013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -984013.062500 Penalty: 4617.583008
	Iteration 50Q: 3 clusters Score -984013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -984014.562500 Penalty: 4617.583008
	Iteration 51Q: 3 clusters Score -984014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -984015.125000 Penalty: 4617.583008
	Iteration 52Q: 3 clusters Score -984015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -984015.750000 Penalty: 4617.583008
	Iteration 53Q: 3 clusters Score -984015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -984017.812500 Penalty: 4617.583008
	Iteration 54Q: 3 clusters Score -984017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -984015.000000 Penalty: 4617.583008
	Iteration 55Q: 3 clusters Score -984015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -984015.000000 Penalty: 4617.583008
	Iteration 56F: 3 clusters Score -984015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Entering Unmasked Estep 
Score: -4533757.000000 Penalty: 2683.022217
	Iteration 0F: 2 clusters Score -4533757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -4500119.500000 Penalty: 5366.044434
	Iteration 0F: 3 clusters Score -4500120 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4512940.500000 Penalty: 5366.044434
	Iteration 1F: 3 clusters Score -4512940 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -4513663.000000 Penalty: 5366.044434
	Iteration 2Q: 3 clusters Score -4513663 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -4514498.500000 Penalty: 5366.044434
	Iteration 3Q: 3 clusters Score -4514498 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4515517.500000 Penalty: 5366.044434
	Iteration 4Q: 3 clusters Score -4515518 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4516877.500000 Penalty: 5366.044434
	Iteration 5F: 3 clusters Score -4516878 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4518777.000000 Penalty: 5366.044434
	Iteration 6F: 3 clusters Score -4518777 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -4521094.000000 Penalty: 5366.044434
	Iteration 7F: 3 clusters Score -4521094 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4523520.000000 Penalty: 5366.044434
	Iteration 8F: 3 clusters Score -4523520 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -4525739.500000 Penalty: 5366.044434
	Iteration 9F: 3 clusters Score -4525740 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -4527344.000000 Penalty: 5366.044434
	Iteration 10Q: 3 clusters Score -4527344 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -4528368.500000 Penalty: 5366.044434
	Iteration 11Q: 3 clusters Score -4528368 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -4529072.500000 Penalty: 5366.044434
	Iteration 12Q: 3 clusters Score -4529072 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -4529525.500000 Penalty: 5366.044434
	Iteration 13Q: 3 clusters Score -4529526 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -4529885.000000 Penalty: 5366.044434
	Iteration 14Q: 3 clusters Score -4529885 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -4530168.500000 Penalty: 5366.044434
	Iteration 15Q: 3 clusters Score -4530168 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -4530419.500000 Penalty: 5366.044434
	Iteration 16Q: 3 clusters Score -4530420 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -4530648.500000 Penalty: 5366.044434
	Iteration 17Q: 3 clusters Score -4530648 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -4530832.500000 Penalty: 5366.044434
	Iteration 18Q: 3 clusters Score -4530832 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -4531016.000000 Penalty: 5366.044434
	Iteration 19Q: 3 clusters Score -4531016 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -4531147.000000 Penalty: 5366.044434
	Iteration 20F: 3 clusters Score -4531147 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -4531279.500000 Penalty: 5366.044434
	Iteration 21Q: 3 clusters Score -4531280 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -4531403.500000 Penalty: 5366.044434
	Iteration 22Q: 3 clusters Score -4531404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -4531507.000000 Penalty: 5366.044434
	Iteration 23Q: 3 clusters Score -4531507 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -4531621.500000 Penalty: 5366.044434
	Iteration 24Q: 3 clusters Score -4531622 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -4531740.500000 Penalty: 5366.044434
	Iteration 25Q: 3 clusters Score -4531740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -4531834.500000 Penalty: 5366.044434
	Iteration 26Q: 3 clusters Score -4531834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -4531910.000000 Penalty: 5366.044434
	Iteration 27Q: 3 clusters Score -4531910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -4531972.500000 Penalty: 5366.044434
	Iteration 28Q: 3 clusters Score -4531972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -4532020.000000 Penalty: 5366.044434
	Iteration 29Q: 3 clusters Score -4532020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -4532046.000000 Penalty: 5366.044434
	Iteration 30Q: 3 clusters Score -4532046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -4532056.500000 Penalty: 5366.044434
	Iteration 31Q: 3 clusters Score -4532056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -4532073.000000 Penalty: 5366.044434
	Iteration 32Q: 3 clusters Score -4532073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -4532085.500000 Penalty: 5366.044434
	Iteration 33Q: 3 clusters Score -4532086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -4532092.500000 Penalty: 5366.044434
	Iteration 34Q: 3 clusters Score -4532092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -4532100.000000 Penalty: 5366.044434
	Iteration 35Q: 3 clusters Score -4532100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -4532106.500000 Penalty: 5366.044434
	Iteration 36Q: 3 clusters Score -4532106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -4532101.000000 Penalty: 5366.044434
	Iteration 37Q: 3 clusters Score -4532101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -4532103.500000 Penalty: 5366.044434
	Iteration 38Q: 3 clusters Score -4532104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -4532108.500000 Penalty: 5366.044434
	Iteration 39Q: 3 clusters Score -4532108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -4532104.500000 Penalty: 5366.044434
	Iteration 40F: 3 clusters Score -4532104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -4532100.000000 Penalty: 5366.044434
	Iteration 41Q: 3 clusters Score -4532100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -4532104.500000 Penalty: 5366.044434
	Iteration 42Q: 3 clusters Score -4532104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -4532104.500000 Penalty: 5366.044434
	Iteration 43Q: 3 clusters Score -4532104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -4532108.500000 Penalty: 5366.044434
	Iteration 44Q: 3 clusters Score -4532108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -4532111.000000 Penalty: 5366.044434
	Iteration 45Q: 3 clusters Score -4532111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -4532109.000000 Penalty: 5366.044434
	Iteration 46Q: 3 clusters Score -4532109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -4532105.000000 Penalty: 5366.044434
	Iteration 47Q: 3 clusters Score -4532105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -4532109.500000 Penalty: 5366.044434
	Iteration 48Q: 3 clusters Score -4532110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -4532107.500000 Penalty: 5366.044434
	Iteration 49Q: 3 clusters Score -4532108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -4532107.500000 Penalty: 5366.044434
	Iteration 50F: 3 clusters Score -4532108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81288.796875 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81288.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81611.851562 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81611.85 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81766.867188 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81766.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -81885.046875 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -81885.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -82053.843750 Penalty: 3428.226807
	Iteration 4F: 3 clusters Score -82053.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82304.796875 Penalty: 3428.226807
	Iteration 5F: 3 clusters Score -82304.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -82640.851562 Penalty: 3428.226807
	Iteration 6F: 3 clusters Score -82640.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82905.750000 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -82905.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83093.906250 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -83093.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83263.656250 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -83263.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83356.421875 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -83356.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83444.039062 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -83444.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83493.398438 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -83493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -83515.773438 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -83515.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -83550.460938 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -83550.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83563.125000 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -83563.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 17F: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5707 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11044 members 
Mstep: Class 11 contains 49943 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 13950 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 16866 members 
Mstep: Class 19 contains 15688 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 165619 members 
Mstep: Class 22 contains 124687 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107342 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 584 members 
Entering Unmasked Estep 
Score: -93620448.000000 Penalty: 99725.210938
Splitting cluster 12 changes total score from -93622096.000000 to -93620448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -139568.187500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -139568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -137194.609375 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -137194.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -137840.078125 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -137840.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138244.031250 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -138244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -138618.250000 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -138618.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -138996.218750 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -138996.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139322.140625 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -139322.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139553.140625 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -139553.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -139707.625000 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -139707.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139847.187500 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -139847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139901.406250 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -139901.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139921.890625 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -139921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -139932.421875 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -139932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -139932.421875 Penalty: 3689.146484
	Iteration 12F: 3 clusters Score -139932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5707 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11044 members 
Mstep: Class 11 contains 49943 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 13950 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 16866 members 
Mstep: Class 19 contains 15688 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 165619 members 
Mstep: Class 22 contains 124687 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107342 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 618 members 
Entering Unmasked Estep 
Score: -93620664.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93622096.000000 to -93620664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Entering Unmasked Estep 
Score: -2211528.000000 Penalty: 2510.151367
	Iteration 0F: 2 clusters Score -2211528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2194292.000000 Penalty: 5020.302734
	Iteration 0F: 3 clusters Score -2194292 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2200288.500000 Penalty: 5020.302734
	Iteration 1F: 3 clusters Score -2200288 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2200855.750000 Penalty: 5020.302734
	Iteration 2F: 3 clusters Score -2200856 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2201475.250000 Penalty: 5020.302734
	Iteration 3F: 3 clusters Score -2201475 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2202233.250000 Penalty: 5020.302734
	Iteration 4F: 3 clusters Score -2202233 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2203095.500000 Penalty: 5020.302734
	Iteration 5F: 3 clusters Score -2203096 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2204222.750000 Penalty: 5020.302734
	Iteration 6F: 3 clusters Score -2204223 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2205523.000000 Penalty: 5020.302734
	Iteration 7F: 3 clusters Score -2205523 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2206827.250000 Penalty: 5020.302734
	Iteration 8F: 3 clusters Score -2206827 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2207861.250000 Penalty: 5020.302734
	Iteration 9Q: 3 clusters Score -2207861 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2208498.000000 Penalty: 5020.302734
	Iteration 10Q: 3 clusters Score -2208498 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2208861.500000 Penalty: 5020.302734
	Iteration 11Q: 3 clusters Score -2208862 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2209049.750000 Penalty: 5020.302734
	Iteration 12Q: 3 clusters Score -2209050 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2209171.000000 Penalty: 5020.302734
	Iteration 13Q: 3 clusters Score -2209171 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2209237.000000 Penalty: 5020.302734
	Iteration 14Q: 3 clusters Score -2209237 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2209288.000000 Penalty: 5020.302734
	Iteration 15Q: 3 clusters Score -2209288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2209339.250000 Penalty: 5020.302734
	Iteration 16Q: 3 clusters Score -2209339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2209373.250000 Penalty: 5020.302734
	Iteration 17Q: 3 clusters Score -2209373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2209403.000000 Penalty: 5020.302734
	Iteration 18Q: 3 clusters Score -2209403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2209412.750000 Penalty: 5020.302734
	Iteration 19Q: 3 clusters Score -2209413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2209416.500000 Penalty: 5020.302734
	Iteration 20F: 3 clusters Score -2209416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2209420.250000 Penalty: 5020.302734
	Iteration 21Q: 3 clusters Score -2209420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2209425.750000 Penalty: 5020.302734
	Iteration 22Q: 3 clusters Score -2209426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2209426.000000 Penalty: 5020.302734
	Iteration 23Q: 3 clusters Score -2209426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2209426.500000 Penalty: 5020.302734
	Iteration 24Q: 3 clusters Score -2209426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2209427.250000 Penalty: 5020.302734
	Iteration 25Q: 3 clusters Score -2209427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2209427.500000 Penalty: 5020.302734
	Iteration 26Q: 3 clusters Score -2209428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2209430.500000 Penalty: 5020.302734
	Iteration 27Q: 3 clusters Score -2209430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2209429.250000 Penalty: 5020.302734
	Iteration 28Q: 3 clusters Score -2209429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2209429.250000 Penalty: 5020.302734
	Iteration 29F: 3 clusters Score -2209429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Entering Unmasked Estep 
Score: -1210554.500000 Penalty: 2366.722168
	Iteration 0F: 2 clusters Score -1210554 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 6982 members 
Entering Unmasked Estep 
Score: -1200467.375000 Penalty: 4733.444336
	Iteration 0F: 3 clusters Score -1200467 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1204180.250000 Penalty: 4733.444336
	Iteration 1F: 3 clusters Score -1204180 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1205233.500000 Penalty: 4733.444336
	Iteration 2F: 3 clusters Score -1205234 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1206351.375000 Penalty: 4733.444336
	Iteration 3F: 3 clusters Score -1206351 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1207366.750000 Penalty: 4733.444336
	Iteration 4F: 3 clusters Score -1207367 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1208204.000000 Penalty: 4733.444336
	Iteration 5F: 3 clusters Score -1208204 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1208728.375000 Penalty: 4733.444336
	Iteration 6F: 3 clusters Score -1208728 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1208960.375000 Penalty: 4733.444336
	Iteration 7Q: 3 clusters Score -1208960 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1209088.125000 Penalty: 4733.444336
	Iteration 8Q: 3 clusters Score -1209088 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1209166.750000 Penalty: 4733.444336
	Iteration 9Q: 3 clusters Score -1209167 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1209227.375000 Penalty: 4733.444336
	Iteration 10Q: 3 clusters Score -1209227 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1209266.500000 Penalty: 4733.444336
	Iteration 11Q: 3 clusters Score -1209266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1209299.625000 Penalty: 4733.444336
	Iteration 12Q: 3 clusters Score -1209300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1209329.000000 Penalty: 4733.444336
	Iteration 13Q: 3 clusters Score -1209329 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1209347.875000 Penalty: 4733.444336
	Iteration 14Q: 3 clusters Score -1209348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1209364.500000 Penalty: 4733.444336
	Iteration 15Q: 3 clusters Score -1209364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1209381.000000 Penalty: 4733.444336
	Iteration 16Q: 3 clusters Score -1209381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1209387.000000 Penalty: 4733.444336
	Iteration 17Q: 3 clusters Score -1209387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1209396.875000 Penalty: 4733.444336
	Iteration 18Q: 3 clusters Score -1209397 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1209412.000000 Penalty: 4733.444336
	Iteration 19Q: 3 clusters Score -1209412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1209424.000000 Penalty: 4733.444336
	Iteration 20F: 3 clusters Score -1209424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1209431.750000 Penalty: 4733.444336
	Iteration 21Q: 3 clusters Score -1209432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1209443.250000 Penalty: 4733.444336
	Iteration 22Q: 3 clusters Score -1209443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1209453.000000 Penalty: 4733.444336
	Iteration 23Q: 3 clusters Score -1209453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1209467.125000 Penalty: 4733.444336
	Iteration 24Q: 3 clusters Score -1209467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1209482.250000 Penalty: 4733.444336
	Iteration 25Q: 3 clusters Score -1209482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1209499.875000 Penalty: 4733.444336
	Iteration 26Q: 3 clusters Score -1209500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1209506.875000 Penalty: 4733.444336
	Iteration 27Q: 3 clusters Score -1209507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1209512.750000 Penalty: 4733.444336
	Iteration 28Q: 3 clusters Score -1209513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1209526.000000 Penalty: 4733.444336
	Iteration 29Q: 3 clusters Score -1209526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1209531.375000 Penalty: 4733.444336
	Iteration 30Q: 3 clusters Score -1209531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1209535.375000 Penalty: 4733.444336
	Iteration 31Q: 3 clusters Score -1209535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1209540.500000 Penalty: 4733.444336
	Iteration 32Q: 3 clusters Score -1209540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1209543.125000 Penalty: 4733.444336
	Iteration 33Q: 3 clusters Score -1209543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1209542.625000 Penalty: 4733.444336
	Iteration 34Q: 3 clusters Score -1209543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1209545.875000 Penalty: 4733.444336
	Iteration 35Q: 3 clusters Score -1209546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1209543.375000 Penalty: 4733.444336
	Iteration 36Q: 3 clusters Score -1209543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1209546.000000 Penalty: 4733.444336
	Iteration 37Q: 3 clusters Score -1209546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1209547.750000 Penalty: 4733.444336
	Iteration 38Q: 3 clusters Score -1209548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1209546.875000 Penalty: 4733.444336
	Iteration 39Q: 3 clusters Score -1209547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1209544.500000 Penalty: 4733.444336
	Iteration 40F: 3 clusters Score -1209544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1209547.375000 Penalty: 4733.444336
	Iteration 41Q: 3 clusters Score -1209547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1209548.000000 Penalty: 4733.444336
	Iteration 42Q: 3 clusters Score -1209548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1209550.000000 Penalty: 4733.444336
	Iteration 43Q: 3 clusters Score -1209550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1209550.000000 Penalty: 4733.444336
	Iteration 44Q: 3 clusters Score -1209550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1209549.000000 Penalty: 4733.444336
	Iteration 45Q: 3 clusters Score -1209549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1209549.000000 Penalty: 4733.444336
	Iteration 46Q: 3 clusters Score -1209549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1209551.750000 Penalty: 4733.444336
	Iteration 47Q: 3 clusters Score -1209552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1209549.750000 Penalty: 4733.444336
	Iteration 48Q: 3 clusters Score -1209550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1209551.500000 Penalty: 4733.444336
	Iteration 49Q: 3 clusters Score -1209552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1209551.500000 Penalty: 4733.444336
	Iteration 50F: 3 clusters Score -1209552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438573 members 
Entering Unmasked Estep 
Score: -40296760.000000 Penalty: 3221.837891
	Iteration 0F: 2 clusters Score -4.029676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219643 members 
Mstep: Class 2 contains 218930 members 
Entering Unmasked Estep 
Score: -40001464.000000 Penalty: 6443.675781
	Iteration 0F: 3 clusters Score -4.000146e+07 nChanged 213354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231171 members 
Mstep: Class 2 contains 207402 members 
Entering Unmasked Estep 
Score: -40128696.000000 Penalty: 6443.675781
	Iteration 1F: 3 clusters Score -4.01287e+07 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239277 members 
Mstep: Class 2 contains 199296 members 
Entering Unmasked Estep 
Score: -40132336.000000 Penalty: 6443.675781
	Iteration 2Q: 3 clusters Score -4.013234e+07 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252440 members 
Mstep: Class 2 contains 186133 members 
Entering Unmasked Estep 
Score: -40139176.000000 Penalty: 6443.675781
	Iteration 3Q: 3 clusters Score -4.013918e+07 nChanged 25226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272724 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -40152860.000000 Penalty: 6443.675781
	Iteration 4F: 3 clusters Score -4.015286e+07 nChanged 33264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300524 members 
Mstep: Class 2 contains 138049 members 
Entering Unmasked Estep 
Score: -40175856.000000 Penalty: 6443.675781
	Iteration 5F: 3 clusters Score -4.017586e+07 nChanged 37650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333146 members 
Mstep: Class 2 contains 105427 members 
Entering Unmasked Estep 
Score: -40206476.000000 Penalty: 6443.675781
	Iteration 6F: 3 clusters Score -4.020648e+07 nChanged 34701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364363 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -40235776.000000 Penalty: 6443.675781
	Iteration 7F: 3 clusters Score -4.023578e+07 nChanged 26265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389226 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -40257892.000000 Penalty: 6443.675781
	Iteration 8F: 3 clusters Score -4.025789e+07 nChanged 17749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406663 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -40272916.000000 Penalty: 6443.675781
	Iteration 9Q: 3 clusters Score -4.027292e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417937 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -40282456.000000 Penalty: 6443.675781
	Iteration 10Q: 3 clusters Score -4.028246e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424409 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -40287320.000000 Penalty: 6443.675781
	Iteration 11Q: 3 clusters Score -4.028732e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427949 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -40290172.000000 Penalty: 6443.675781
	Iteration 12Q: 3 clusters Score -4.029017e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429829 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -40291740.000000 Penalty: 6443.675781
	Iteration 13Q: 3 clusters Score -4.029174e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430887 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -40292856.000000 Penalty: 6443.675781
	Iteration 14Q: 3 clusters Score -4.029286e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431562 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -40293280.000000 Penalty: 6443.675781
	Iteration 15Q: 3 clusters Score -4.029328e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432104 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -40293644.000000 Penalty: 6443.675781
	Iteration 16Q: 3 clusters Score -4.029364e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432572 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -40294008.000000 Penalty: 6443.675781
	Iteration 17Q: 3 clusters Score -4.029401e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432940 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -40294092.000000 Penalty: 6443.675781
	Iteration 18Q: 3 clusters Score -4.029409e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433249 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -40294084.000000 Penalty: 6443.675781
	Iteration 19Q: 3 clusters Score -4.029408e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433514 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -40294136.000000 Penalty: 6443.675781
	Iteration 20F: 3 clusters Score -4.029414e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433744 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -40294256.000000 Penalty: 6443.675781
	Iteration 21Q: 3 clusters Score -4.029426e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433928 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -40294284.000000 Penalty: 6443.675781
	Iteration 22Q: 3 clusters Score -4.029428e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434081 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -40294404.000000 Penalty: 6443.675781
	Iteration 23Q: 3 clusters Score -4.02944e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434212 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -40294432.000000 Penalty: 6443.675781
	Iteration 24Q: 3 clusters Score -4.029443e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434315 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -40294456.000000 Penalty: 6443.675781
	Iteration 25Q: 3 clusters Score -4.029446e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434413 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -40294452.000000 Penalty: 6443.675781
	Iteration 26Q: 3 clusters Score -4.029445e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434488 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -40294396.000000 Penalty: 6443.675781
	Iteration 27Q: 3 clusters Score -4.02944e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434543 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -40294412.000000 Penalty: 6443.675781
	Iteration 28Q: 3 clusters Score -4.029441e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434596 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -40294392.000000 Penalty: 6443.675781
	Iteration 29Q: 3 clusters Score -4.029439e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434649 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -40294464.000000 Penalty: 6443.675781
	Iteration 30Q: 3 clusters Score -4.029446e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434697 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -40294436.000000 Penalty: 6443.675781
	Iteration 31Q: 3 clusters Score -4.029444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434748 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -40294440.000000 Penalty: 6443.675781
	Iteration 32Q: 3 clusters Score -4.029444e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434789 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -40294488.000000 Penalty: 6443.675781
	Iteration 33Q: 3 clusters Score -4.029449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434824 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -40294472.000000 Penalty: 6443.675781
	Iteration 34Q: 3 clusters Score -4.029447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434855 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -40294476.000000 Penalty: 6443.675781
	Iteration 35Q: 3 clusters Score -4.029448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434883 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -40294480.000000 Penalty: 6443.675781
	Iteration 36Q: 3 clusters Score -4.029448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434912 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -40294476.000000 Penalty: 6443.675781
	Iteration 37Q: 3 clusters Score -4.029448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434946 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -40294504.000000 Penalty: 6443.675781
	Iteration 38Q: 3 clusters Score -4.02945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434965 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -40294512.000000 Penalty: 6443.675781
	Iteration 39Q: 3 clusters Score -4.029451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434977 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -40294492.000000 Penalty: 6443.675781
	Iteration 40F: 3 clusters Score -4.029449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434998 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -40294512.000000 Penalty: 6443.675781
	Iteration 41Q: 3 clusters Score -4.029451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435016 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -40294516.000000 Penalty: 6443.675781
	Iteration 42Q: 3 clusters Score -4.029452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435039 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -40294532.000000 Penalty: 6443.675781
	Iteration 43Q: 3 clusters Score -4.029453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435059 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -40294580.000000 Penalty: 6443.675781
	Iteration 44Q: 3 clusters Score -4.029458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435081 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -40294552.000000 Penalty: 6443.675781
	Iteration 45Q: 3 clusters Score -4.029455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435098 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -40294544.000000 Penalty: 6443.675781
	Iteration 46Q: 3 clusters Score -4.029454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435115 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -40294540.000000 Penalty: 6443.675781
	Iteration 47Q: 3 clusters Score -4.029454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435140 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -40294536.000000 Penalty: 6443.675781
	Iteration 48Q: 3 clusters Score -4.029454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435169 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -40294524.000000 Penalty: 6443.675781
	Iteration 49Q: 3 clusters Score -4.029452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435192 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -40294548.000000 Penalty: 6443.675781
	Iteration 50Q: 3 clusters Score -4.029455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435213 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -40294532.000000 Penalty: 6443.675781
	Iteration 51Q: 3 clusters Score -4.029453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435235 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -40294556.000000 Penalty: 6443.675781
	Iteration 52Q: 3 clusters Score -4.029456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435249 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -40294536.000000 Penalty: 6443.675781
	Iteration 53Q: 3 clusters Score -4.029454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435268 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -40294524.000000 Penalty: 6443.675781
	Iteration 54Q: 3 clusters Score -4.029452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435279 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -40294516.000000 Penalty: 6443.675781
	Iteration 55Q: 3 clusters Score -4.029452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435289 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -40294524.000000 Penalty: 6443.675781
	Iteration 56Q: 3 clusters Score -4.029452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435300 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -40294544.000000 Penalty: 6443.675781
	Iteration 57Q: 3 clusters Score -4.029454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435310 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -40294552.000000 Penalty: 6443.675781
	Iteration 58Q: 3 clusters Score -4.029455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435314 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -40294552.000000 Penalty: 6443.675781
	Iteration 59Q: 3 clusters Score -4.029455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435320 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -40294576.000000 Penalty: 6443.675781
	Iteration 60F: 3 clusters Score -4.029458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435327 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -40294564.000000 Penalty: 6443.675781
	Iteration 61Q: 3 clusters Score -4.029456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435332 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -40294560.000000 Penalty: 6443.675781
	Iteration 62Q: 3 clusters Score -4.029456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435334 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -40294584.000000 Penalty: 6443.675781
	Iteration 63Q: 3 clusters Score -4.029458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435337 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -40294580.000000 Penalty: 6443.675781
	Iteration 64Q: 3 clusters Score -4.029458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435339 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -40294572.000000 Penalty: 6443.675781
	Iteration 65Q: 3 clusters Score -4.029457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435342 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -40294572.000000 Penalty: 6443.675781
	Iteration 66Q: 3 clusters Score -4.029457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435343 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -40294576.000000 Penalty: 6443.675781
	Iteration 67Q: 3 clusters Score -4.029458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435346 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -40294572.000000 Penalty: 6443.675781
	Iteration 68Q: 3 clusters Score -4.029457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435348 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -40294588.000000 Penalty: 6443.675781
	Iteration 69Q: 3 clusters Score -4.029459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435350 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -40294580.000000 Penalty: 6443.675781
	Iteration 70Q: 3 clusters Score -4.029458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435352 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -40294552.000000 Penalty: 6443.675781
	Iteration 71Q: 3 clusters Score -4.029455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435357 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -40294540.000000 Penalty: 6443.675781
	Iteration 72Q: 3 clusters Score -4.029454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435357 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -40294540.000000 Penalty: 6443.675781
	Iteration 73F: 3 clusters Score -4.029454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -672749.625000 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -672749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -666750.562500 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -666750.6 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -668403.812500 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -668403.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -668706.875000 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -668706.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -668929.625000 Penalty: 4411.824707
	Iteration 3F: 3 clusters Score -668929.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -669107.187500 Penalty: 4411.824707
	Iteration 4Q: 3 clusters Score -669107.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -669287.750000 Penalty: 4411.824707
	Iteration 5Q: 3 clusters Score -669287.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -669472.812500 Penalty: 4411.824707
	Iteration 6Q: 3 clusters Score -669472.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -669645.250000 Penalty: 4411.824707
	Iteration 7Q: 3 clusters Score -669645.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -669794.312500 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -669794.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -669927.750000 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -669927.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -670070.187500 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -670070.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -670191.562500 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -670191.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -670311.875000 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -670311.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -670404.937500 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -670404.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -670492.562500 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -670492.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -670559.312500 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -670559.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -670613.875000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -670613.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -670648.125000 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -670648.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -670673.875000 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -670673.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -670697.187500 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -670697.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -670727.812500 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -670727.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -670751.187500 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -670751.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -670766.625000 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -670766.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -670786.125000 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -670786.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -670804.312500 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -670804.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -670818.562500 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -670818.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -670827.625000 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -670827.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -670838.500000 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -670838.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -670845.000000 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -670845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -670854.500000 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -670854.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -670864.000000 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -670864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -670874.250000 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -670874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -670879.937500 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -670879.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -670883.125000 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -670883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -670887.000000 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -670887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -670888.125000 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -670888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -670889.875000 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -670889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -670892.812500 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -670892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -670894.062500 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -670894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -670894.625000 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -670894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -670897.062500 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -670897.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -670902.625000 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -670902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -670906.687500 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -670906.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -670911.312500 Penalty: 4411.824707
	Iteration 43Q: 3 clusters Score -670911.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -670912.937500 Penalty: 4411.824707
	Iteration 44Q: 3 clusters Score -670912.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -670919.562500 Penalty: 4411.824707
	Iteration 45Q: 3 clusters Score -670919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -670923.312500 Penalty: 4411.824707
	Iteration 46Q: 3 clusters Score -670923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -670923.687500 Penalty: 4411.824707
	Iteration 47Q: 3 clusters Score -670923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -670923.562500 Penalty: 4411.824707
	Iteration 48Q: 3 clusters Score -670923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -670925.812500 Penalty: 4411.824707
	Iteration 49Q: 3 clusters Score -670925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -670925.562500 Penalty: 4411.824707
	Iteration 50Q: 3 clusters Score -670925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -670926.000000 Penalty: 4411.824707
	Iteration 51Q: 3 clusters Score -670926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -670926.625000 Penalty: 4411.824707
	Iteration 52Q: 3 clusters Score -670926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -670926.625000 Penalty: 4411.824707
	Iteration 53F: 3 clusters Score -670926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Entering Unmasked Estep 
Score: -1422470.375000 Penalty: 2413.797607
	Iteration 0F: 2 clusters Score -1422470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1410373.875000 Penalty: 4827.595215
	Iteration 0F: 3 clusters Score -1410374 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1414269.875000 Penalty: 4827.595215
	Iteration 1F: 3 clusters Score -1414270 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1414626.875000 Penalty: 4827.595215
	Iteration 2F: 3 clusters Score -1414627 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1414960.500000 Penalty: 4827.595215
	Iteration 3Q: 3 clusters Score -1414960 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1415355.375000 Penalty: 4827.595215
	Iteration 4Q: 3 clusters Score -1415355 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1415854.875000 Penalty: 4827.595215
	Iteration 5F: 3 clusters Score -1415855 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1416412.500000 Penalty: 4827.595215
	Iteration 6F: 3 clusters Score -1416412 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1417123.125000 Penalty: 4827.595215
	Iteration 7F: 3 clusters Score -1417123 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1417862.000000 Penalty: 4827.595215
	Iteration 8F: 3 clusters Score -1417862 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1418607.750000 Penalty: 4827.595215
	Iteration 9F: 3 clusters Score -1418608 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1419202.250000 Penalty: 4827.595215
	Iteration 10Q: 3 clusters Score -1419202 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1419680.000000 Penalty: 4827.595215
	Iteration 11Q: 3 clusters Score -1419680 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1419952.000000 Penalty: 4827.595215
	Iteration 12Q: 3 clusters Score -1419952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1420115.125000 Penalty: 4827.595215
	Iteration 13Q: 3 clusters Score -1420115 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1420199.625000 Penalty: 4827.595215
	Iteration 14Q: 3 clusters Score -1420200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1420253.250000 Penalty: 4827.595215
	Iteration 15Q: 3 clusters Score -1420253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1420297.125000 Penalty: 4827.595215
	Iteration 16Q: 3 clusters Score -1420297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1420330.875000 Penalty: 4827.595215
	Iteration 17Q: 3 clusters Score -1420331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1420355.250000 Penalty: 4827.595215
	Iteration 18Q: 3 clusters Score -1420355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1420373.125000 Penalty: 4827.595215
	Iteration 19Q: 3 clusters Score -1420373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1420384.250000 Penalty: 4827.595215
	Iteration 20F: 3 clusters Score -1420384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1420400.375000 Penalty: 4827.595215
	Iteration 21Q: 3 clusters Score -1420400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1420405.625000 Penalty: 4827.595215
	Iteration 22Q: 3 clusters Score -1420406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1420407.500000 Penalty: 4827.595215
	Iteration 23Q: 3 clusters Score -1420408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1420409.875000 Penalty: 4827.595215
	Iteration 24Q: 3 clusters Score -1420410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1420414.625000 Penalty: 4827.595215
	Iteration 25Q: 3 clusters Score -1420415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1420417.375000 Penalty: 4827.595215
	Iteration 26Q: 3 clusters Score -1420417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1420419.000000 Penalty: 4827.595215
	Iteration 27Q: 3 clusters Score -1420419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1420421.500000 Penalty: 4827.595215
	Iteration 28Q: 3 clusters Score -1420422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1420422.000000 Penalty: 4827.595215
	Iteration 29Q: 3 clusters Score -1420422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1420423.750000 Penalty: 4827.595215
	Iteration 30Q: 3 clusters Score -1420424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1420423.625000 Penalty: 4827.595215
	Iteration 31Q: 3 clusters Score -1420424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1420428.000000 Penalty: 4827.595215
	Iteration 32Q: 3 clusters Score -1420428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1420430.500000 Penalty: 4827.595215
	Iteration 33Q: 3 clusters Score -1420430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1420430.625000 Penalty: 4827.595215
	Iteration 34Q: 3 clusters Score -1420431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1420430.625000 Penalty: 4827.595215
	Iteration 35F: 3 clusters Score -1420431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Entering Unmasked Estep 
Score: -1373408.750000 Penalty: 2395.841553
	Iteration 0F: 2 clusters Score -1373409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1362157.750000 Penalty: 4791.683105
	Iteration 0F: 3 clusters Score -1362158 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1365685.000000 Penalty: 4791.683105
	Iteration 1F: 3 clusters Score -1365685 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1366015.000000 Penalty: 4791.683105
	Iteration 2F: 3 clusters Score -1366015 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1366257.875000 Penalty: 4791.683105
	Iteration 3Q: 3 clusters Score -1366258 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1366430.375000 Penalty: 4791.683105
	Iteration 4Q: 3 clusters Score -1366430 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1366561.125000 Penalty: 4791.683105
	Iteration 5Q: 3 clusters Score -1366561 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1366679.000000 Penalty: 4791.683105
	Iteration 6Q: 3 clusters Score -1366679 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1366787.000000 Penalty: 4791.683105
	Iteration 7Q: 3 clusters Score -1366787 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1366887.125000 Penalty: 4791.683105
	Iteration 8Q: 3 clusters Score -1366887 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1366992.125000 Penalty: 4791.683105
	Iteration 9Q: 3 clusters Score -1366992 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1367076.750000 Penalty: 4791.683105
	Iteration 10Q: 3 clusters Score -1367077 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1367152.625000 Penalty: 4791.683105
	Iteration 11Q: 3 clusters Score -1367153 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1367214.125000 Penalty: 4791.683105
	Iteration 12Q: 3 clusters Score -1367214 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1367278.875000 Penalty: 4791.683105
	Iteration 13Q: 3 clusters Score -1367279 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1367348.625000 Penalty: 4791.683105
	Iteration 14Q: 3 clusters Score -1367349 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1367422.000000 Penalty: 4791.683105
	Iteration 15Q: 3 clusters Score -1367422 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1367521.500000 Penalty: 4791.683105
	Iteration 16Q: 3 clusters Score -1367522 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1367620.500000 Penalty: 4791.683105
	Iteration 17Q: 3 clusters Score -1367620 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1367729.625000 Penalty: 4791.683105
	Iteration 18Q: 3 clusters Score -1367730 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1367867.000000 Penalty: 4791.683105
	Iteration 19Q: 3 clusters Score -1367867 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1368035.125000 Penalty: 4791.683105
	Iteration 20F: 3 clusters Score -1368035 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1368221.875000 Penalty: 4791.683105
	Iteration 21Q: 3 clusters Score -1368222 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1368459.000000 Penalty: 4791.683105
	Iteration 22Q: 3 clusters Score -1368459 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1368728.750000 Penalty: 4791.683105
	Iteration 23Q: 3 clusters Score -1368729 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1369041.750000 Penalty: 4791.683105
	Iteration 24Q: 3 clusters Score -1369042 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1369334.625000 Penalty: 4791.683105
	Iteration 25Q: 3 clusters Score -1369335 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1369587.625000 Penalty: 4791.683105
	Iteration 26Q: 3 clusters Score -1369588 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1369799.500000 Penalty: 4791.683105
	Iteration 27Q: 3 clusters Score -1369800 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1369956.750000 Penalty: 4791.683105
	Iteration 28Q: 3 clusters Score -1369957 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1370089.125000 Penalty: 4791.683105
	Iteration 29Q: 3 clusters Score -1370089 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1370199.375000 Penalty: 4791.683105
	Iteration 30Q: 3 clusters Score -1370199 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1370283.000000 Penalty: 4791.683105
	Iteration 31Q: 3 clusters Score -1370283 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1370350.875000 Penalty: 4791.683105
	Iteration 32Q: 3 clusters Score -1370351 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1370413.500000 Penalty: 4791.683105
	Iteration 33Q: 3 clusters Score -1370414 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1370502.375000 Penalty: 4791.683105
	Iteration 34Q: 3 clusters Score -1370502 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1370571.375000 Penalty: 4791.683105
	Iteration 35Q: 3 clusters Score -1370571 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1370643.125000 Penalty: 4791.683105
	Iteration 36Q: 3 clusters Score -1370643 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1370712.750000 Penalty: 4791.683105
	Iteration 37Q: 3 clusters Score -1370713 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1370774.000000 Penalty: 4791.683105
	Iteration 38Q: 3 clusters Score -1370774 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1370834.875000 Penalty: 4791.683105
	Iteration 39Q: 3 clusters Score -1370835 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1370885.875000 Penalty: 4791.683105
	Iteration 40F: 3 clusters Score -1370886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1370928.875000 Penalty: 4791.683105
	Iteration 41Q: 3 clusters Score -1370929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1370974.250000 Penalty: 4791.683105
	Iteration 42Q: 3 clusters Score -1370974 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1371009.000000 Penalty: 4791.683105
	Iteration 43Q: 3 clusters Score -1371009 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1371039.375000 Penalty: 4791.683105
	Iteration 44Q: 3 clusters Score -1371039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1371089.500000 Penalty: 4791.683105
	Iteration 45Q: 3 clusters Score -1371090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1371129.750000 Penalty: 4791.683105
	Iteration 46Q: 3 clusters Score -1371130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1371165.500000 Penalty: 4791.683105
	Iteration 47Q: 3 clusters Score -1371166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1371196.875000 Penalty: 4791.683105
	Iteration 48Q: 3 clusters Score -1371197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1371222.500000 Penalty: 4791.683105
	Iteration 49Q: 3 clusters Score -1371222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1371247.750000 Penalty: 4791.683105
	Iteration 50Q: 3 clusters Score -1371248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1371278.125000 Penalty: 4791.683105
	Iteration 51Q: 3 clusters Score -1371278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1371295.750000 Penalty: 4791.683105
	Iteration 52Q: 3 clusters Score -1371296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1371313.375000 Penalty: 4791.683105
	Iteration 53Q: 3 clusters Score -1371313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1371325.750000 Penalty: 4791.683105
	Iteration 54Q: 3 clusters Score -1371326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1371335.000000 Penalty: 4791.683105
	Iteration 55Q: 3 clusters Score -1371335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1371347.500000 Penalty: 4791.683105
	Iteration 56Q: 3 clusters Score -1371348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1371354.750000 Penalty: 4791.683105
	Iteration 57Q: 3 clusters Score -1371355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1371373.000000 Penalty: 4791.683105
	Iteration 58Q: 3 clusters Score -1371373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1371385.625000 Penalty: 4791.683105
	Iteration 59Q: 3 clusters Score -1371386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1371388.375000 Penalty: 4791.683105
	Iteration 60F: 3 clusters Score -1371388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1371395.000000 Penalty: 4791.683105
	Iteration 61Q: 3 clusters Score -1371395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1371403.250000 Penalty: 4791.683105
	Iteration 62Q: 3 clusters Score -1371403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1371407.375000 Penalty: 4791.683105
	Iteration 63Q: 3 clusters Score -1371407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1371413.875000 Penalty: 4791.683105
	Iteration 64Q: 3 clusters Score -1371414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1371420.125000 Penalty: 4791.683105
	Iteration 65Q: 3 clusters Score -1371420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1371423.250000 Penalty: 4791.683105
	Iteration 66Q: 3 clusters Score -1371423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1371431.375000 Penalty: 4791.683105
	Iteration 67Q: 3 clusters Score -1371431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1371431.000000 Penalty: 4791.683105
	Iteration 68Q: 3 clusters Score -1371431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1371431.500000 Penalty: 4791.683105
	Iteration 69Q: 3 clusters Score -1371432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1371433.500000 Penalty: 4791.683105
	Iteration 70Q: 3 clusters Score -1371434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1371433.500000 Penalty: 4791.683105
	Iteration 71Q: 3 clusters Score -1371434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1371433.500000 Penalty: 4791.683105
	Iteration 72F: 3 clusters Score -1371434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Entering Unmasked Estep 
Score: -419357.218750 Penalty: 2101.467529
	Iteration 0F: 2 clusters Score -419357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -415011.000000 Penalty: 4202.935059
	Iteration 0F: 3 clusters Score -415011 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -416011.125000 Penalty: 4202.935059
	Iteration 1F: 3 clusters Score -416011.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -416223.281250 Penalty: 4202.935059
	Iteration 2F: 3 clusters Score -416223.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -416366.062500 Penalty: 4202.935059
	Iteration 3F: 3 clusters Score -416366.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -416474.031250 Penalty: 4202.935059
	Iteration 4Q: 3 clusters Score -416474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -416540.625000 Penalty: 4202.935059
	Iteration 5Q: 3 clusters Score -416540.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -416582.375000 Penalty: 4202.935059
	Iteration 6Q: 3 clusters Score -416582.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -416617.406250 Penalty: 4202.935059
	Iteration 7Q: 3 clusters Score -416617.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -416646.406250 Penalty: 4202.935059
	Iteration 8Q: 3 clusters Score -416646.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -416675.000000 Penalty: 4202.935059
	Iteration 9Q: 3 clusters Score -416675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -416693.218750 Penalty: 4202.935059
	Iteration 10Q: 3 clusters Score -416693.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -416714.968750 Penalty: 4202.935059
	Iteration 11Q: 3 clusters Score -416715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -416730.812500 Penalty: 4202.935059
	Iteration 12Q: 3 clusters Score -416730.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -416743.812500 Penalty: 4202.935059
	Iteration 13Q: 3 clusters Score -416743.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -416753.312500 Penalty: 4202.935059
	Iteration 14Q: 3 clusters Score -416753.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -416764.062500 Penalty: 4202.935059
	Iteration 15Q: 3 clusters Score -416764.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -416776.218750 Penalty: 4202.935059
	Iteration 16Q: 3 clusters Score -416776.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -416785.125000 Penalty: 4202.935059
	Iteration 17Q: 3 clusters Score -416785.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -416798.562500 Penalty: 4202.935059
	Iteration 18Q: 3 clusters Score -416798.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -416811.312500 Penalty: 4202.935059
	Iteration 19Q: 3 clusters Score -416811.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -416826.000000 Penalty: 4202.935059
	Iteration 20F: 3 clusters Score -416826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -416837.156250 Penalty: 4202.935059
	Iteration 21Q: 3 clusters Score -416837.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -416854.718750 Penalty: 4202.935059
	Iteration 22Q: 3 clusters Score -416854.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -416877.187500 Penalty: 4202.935059
	Iteration 23Q: 3 clusters Score -416877.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -416899.468750 Penalty: 4202.935059
	Iteration 24Q: 3 clusters Score -416899.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -416917.625000 Penalty: 4202.935059
	Iteration 25Q: 3 clusters Score -416917.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -416931.468750 Penalty: 4202.935059
	Iteration 26Q: 3 clusters Score -416931.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -416948.687500 Penalty: 4202.935059
	Iteration 27Q: 3 clusters Score -416948.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -416962.750000 Penalty: 4202.935059
	Iteration 28Q: 3 clusters Score -416962.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -416973.781250 Penalty: 4202.935059
	Iteration 29Q: 3 clusters Score -416973.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -416991.718750 Penalty: 4202.935059
	Iteration 30Q: 3 clusters Score -416991.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -417004.468750 Penalty: 4202.935059
	Iteration 31Q: 3 clusters Score -417004.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -417017.218750 Penalty: 4202.935059
	Iteration 32Q: 3 clusters Score -417017.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -417031.312500 Penalty: 4202.935059
	Iteration 33Q: 3 clusters Score -417031.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -417042.687500 Penalty: 4202.935059
	Iteration 34Q: 3 clusters Score -417042.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -417056.562500 Penalty: 4202.935059
	Iteration 35Q: 3 clusters Score -417056.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -417066.125000 Penalty: 4202.935059
	Iteration 36Q: 3 clusters Score -417066.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -417075.593750 Penalty: 4202.935059
	Iteration 37Q: 3 clusters Score -417075.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -417087.375000 Penalty: 4202.935059
	Iteration 38Q: 3 clusters Score -417087.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -417097.656250 Penalty: 4202.935059
	Iteration 39Q: 3 clusters Score -417097.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -417105.187500 Penalty: 4202.935059
	Iteration 40F: 3 clusters Score -417105.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -417113.687500 Penalty: 4202.935059
	Iteration 41Q: 3 clusters Score -417113.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -417124.562500 Penalty: 4202.935059
	Iteration 42Q: 3 clusters Score -417124.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -417135.781250 Penalty: 4202.935059
	Iteration 43Q: 3 clusters Score -417135.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -417142.406250 Penalty: 4202.935059
	Iteration 44Q: 3 clusters Score -417142.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -417151.093750 Penalty: 4202.935059
	Iteration 45Q: 3 clusters Score -417151.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -417162.343750 Penalty: 4202.935059
	Iteration 46Q: 3 clusters Score -417162.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -417174.812500 Penalty: 4202.935059
	Iteration 47Q: 3 clusters Score -417174.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -417187.187500 Penalty: 4202.935059
	Iteration 48Q: 3 clusters Score -417187.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -417201.062500 Penalty: 4202.935059
	Iteration 49Q: 3 clusters Score -417201.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -417215.187500 Penalty: 4202.935059
	Iteration 50Q: 3 clusters Score -417215.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -417228.281250 Penalty: 4202.935059
	Iteration 51Q: 3 clusters Score -417228.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -417240.500000 Penalty: 4202.935059
	Iteration 52Q: 3 clusters Score -417240.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -417256.750000 Penalty: 4202.935059
	Iteration 53Q: 3 clusters Score -417256.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -417275.875000 Penalty: 4202.935059
	Iteration 54Q: 3 clusters Score -417275.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -417290.031250 Penalty: 4202.935059
	Iteration 55Q: 3 clusters Score -417290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -417299.156250 Penalty: 4202.935059
	Iteration 56Q: 3 clusters Score -417299.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -417310.906250 Penalty: 4202.935059
	Iteration 57Q: 3 clusters Score -417310.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -417319.812500 Penalty: 4202.935059
	Iteration 58Q: 3 clusters Score -417319.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -417329.281250 Penalty: 4202.935059
	Iteration 59Q: 3 clusters Score -417329.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -417341.187500 Penalty: 4202.935059
	Iteration 60F: 3 clusters Score -417341.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -417350.687500 Penalty: 4202.935059
	Iteration 61Q: 3 clusters Score -417350.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -417364.750000 Penalty: 4202.935059
	Iteration 62Q: 3 clusters Score -417364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -417377.781250 Penalty: 4202.935059
	Iteration 63Q: 3 clusters Score -417377.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -417391.781250 Penalty: 4202.935059
	Iteration 64Q: 3 clusters Score -417391.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -417405.250000 Penalty: 4202.935059
	Iteration 65Q: 3 clusters Score -417405.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -417422.218750 Penalty: 4202.935059
	Iteration 66Q: 3 clusters Score -417422.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -417439.968750 Penalty: 4202.935059
	Iteration 67Q: 3 clusters Score -417440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -417449.000000 Penalty: 4202.935059
	Iteration 68Q: 3 clusters Score -417449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -417456.906250 Penalty: 4202.935059
	Iteration 69Q: 3 clusters Score -417456.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -417462.375000 Penalty: 4202.935059
	Iteration 70Q: 3 clusters Score -417462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -417463.625000 Penalty: 4202.935059
	Iteration 71Q: 3 clusters Score -417463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -417466.187500 Penalty: 4202.935059
	Iteration 72Q: 3 clusters Score -417466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -417470.031250 Penalty: 4202.935059
	Iteration 73Q: 3 clusters Score -417470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -417473.281250 Penalty: 4202.935059
	Iteration 74Q: 3 clusters Score -417473.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -417475.562500 Penalty: 4202.935059
	Iteration 75Q: 3 clusters Score -417475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -417476.687500 Penalty: 4202.935059
	Iteration 76Q: 3 clusters Score -417476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -417479.031250 Penalty: 4202.935059
	Iteration 77Q: 3 clusters Score -417479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -417480.093750 Penalty: 4202.935059
	Iteration 78Q: 3 clusters Score -417480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -417481.437500 Penalty: 4202.935059
	Iteration 79Q: 3 clusters Score -417481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -417482.156250 Penalty: 4202.935059
	Iteration 80F: 3 clusters Score -417482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -417482.375000 Penalty: 4202.935059
	Iteration 81Q: 3 clusters Score -417482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -417482.375000 Penalty: 4202.935059
	Iteration 82F: 3 clusters Score -417482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165619 members 
Entering Unmasked Estep 
Score: -14828396.000000 Penalty: 2980.326416
	Iteration 0F: 2 clusters Score -1.48284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -14717323.000000 Penalty: 5960.652832
	Iteration 0F: 3 clusters Score -1.471732e+07 nChanged 79396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -14763136.000000 Penalty: 5960.652832
	Iteration 1F: 3 clusters Score -1.476314e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -14763899.000000 Penalty: 5960.652832
	Iteration 2Q: 3 clusters Score -1.47639e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -14765000.000000 Penalty: 5960.652832
	Iteration 3Q: 3 clusters Score -1.4765e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -14766673.000000 Penalty: 5960.652832
	Iteration 4Q: 3 clusters Score -1.476667e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -14769607.000000 Penalty: 5960.652832
	Iteration 5Q: 3 clusters Score -1.476961e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 108212 members 
Entering Unmasked Estep 
Score: -14775154.000000 Penalty: 5960.652832
	Iteration 6F: 3 clusters Score -1.477515e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -14784575.000000 Penalty: 5960.652832
	Iteration 7F: 3 clusters Score -1.478458e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 134041 members 
Entering Unmasked Estep 
Score: -14797467.000000 Penalty: 5960.652832
	Iteration 8F: 3 clusters Score -1.479747e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
Score: -14810168.000000 Penalty: 5960.652832
	Iteration 9F: 3 clusters Score -1.481017e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 155409 members 
Entering Unmasked Estep 
Score: -14818216.000000 Penalty: 5960.652832
	Iteration 10F: 3 clusters Score -1.481822e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -14822291.000000 Penalty: 5960.652832
	Iteration 11Q: 3 clusters Score -1.482229e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 162350 members 
Entering Unmasked Estep 
Score: -14824079.000000 Penalty: 5960.652832
	Iteration 12Q: 3 clusters Score -1.482408e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -14824919.000000 Penalty: 5960.652832
	Iteration 13Q: 3 clusters Score -1.482492e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -14825339.000000 Penalty: 5960.652832
	Iteration 14Q: 3 clusters Score -1.482534e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 164405 members 
Entering Unmasked Estep 
Score: -14825519.000000 Penalty: 5960.652832
	Iteration 15Q: 3 clusters Score -1.482552e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 164563 members 
Entering Unmasked Estep 
Score: -14825666.000000 Penalty: 5960.652832
	Iteration 16Q: 3 clusters Score -1.482567e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164669 members 
Entering Unmasked Estep 
Score: -14825742.000000 Penalty: 5960.652832
	Iteration 17Q: 3 clusters Score -1.482574e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 164741 members 
Entering Unmasked Estep 
Score: -14825730.000000 Penalty: 5960.652832
	Iteration 18Q: 3 clusters Score -1.482573e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 164785 members 
Entering Unmasked Estep 
Score: -14825778.000000 Penalty: 5960.652832
	Iteration 19Q: 3 clusters Score -1.482578e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 164821 members 
Entering Unmasked Estep 
Score: -14825809.000000 Penalty: 5960.652832
	Iteration 20F: 3 clusters Score -1.482581e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 164847 members 
Entering Unmasked Estep 
Score: -14825825.000000 Penalty: 5960.652832
	Iteration 21Q: 3 clusters Score -1.482582e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -14825845.000000 Penalty: 5960.652832
	Iteration 22Q: 3 clusters Score -1.482584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -14825853.000000 Penalty: 5960.652832
	Iteration 23Q: 3 clusters Score -1.482585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 164899 members 
Entering Unmasked Estep 
Score: -14825874.000000 Penalty: 5960.652832
	Iteration 24Q: 3 clusters Score -1.482587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -14825882.000000 Penalty: 5960.652832
	Iteration 25Q: 3 clusters Score -1.482588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 164917 members 
Entering Unmasked Estep 
Score: -14825906.000000 Penalty: 5960.652832
	Iteration 26Q: 3 clusters Score -1.482591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 164918 members 
Entering Unmasked Estep 
Score: -14825912.000000 Penalty: 5960.652832
	Iteration 27Q: 3 clusters Score -1.482591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -14825913.000000 Penalty: 5960.652832
	Iteration 28Q: 3 clusters Score -1.482591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -14825910.000000 Penalty: 5960.652832
	Iteration 29Q: 3 clusters Score -1.482591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -14825913.000000 Penalty: 5960.652832
	Iteration 30Q: 3 clusters Score -1.482591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -14825935.000000 Penalty: 5960.652832
	Iteration 31Q: 3 clusters Score -1.482594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 164934 members 
Entering Unmasked Estep 
Score: -14825931.000000 Penalty: 5960.652832
	Iteration 32Q: 3 clusters Score -1.482593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -14825926.000000 Penalty: 5960.652832
	Iteration 33Q: 3 clusters Score -1.482593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -14825922.000000 Penalty: 5960.652832
	Iteration 34Q: 3 clusters Score -1.482592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -14825913.000000 Penalty: 5960.652832
	Iteration 35Q: 3 clusters Score -1.482591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -14825915.000000 Penalty: 5960.652832
	Iteration 36Q: 3 clusters Score -1.482592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -14825915.000000 Penalty: 5960.652832
	Iteration 37Q: 3 clusters Score -1.482592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 164945 members 
Entering Unmasked Estep 
Score: -14825914.000000 Penalty: 5960.652832
	Iteration 38Q: 3 clusters Score -1.482591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 164945 members 
Entering Unmasked Estep 
Score: -14825914.000000 Penalty: 5960.652832
	Iteration 39F: 3 clusters Score -1.482591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (124687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124687 members 
Entering Unmasked Estep 
Score: -11427508.000000 Penalty: 2909.923340
	Iteration 0F: 2 clusters Score -1.142751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -11344103.000000 Penalty: 5819.846680
	Iteration 0F: 3 clusters Score -1.13441e+07 nChanged 59336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -11378506.000000 Penalty: 5819.846680
	Iteration 1F: 3 clusters Score -1.137851e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -11379384.000000 Penalty: 5819.846680
	Iteration 2Q: 3 clusters Score -1.137938e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -11380527.000000 Penalty: 5819.846680
	Iteration 3Q: 3 clusters Score -1.138053e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -11382129.000000 Penalty: 5819.846680
	Iteration 4Q: 3 clusters Score -1.138213e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -11384345.000000 Penalty: 5819.846680
	Iteration 5Q: 3 clusters Score -1.138434e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -11388059.000000 Penalty: 5819.846680
	Iteration 6F: 3 clusters Score -1.138806e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -11394032.000000 Penalty: 5819.846680
	Iteration 7F: 3 clusters Score -1.139403e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -11402399.000000 Penalty: 5819.846680
	Iteration 8F: 3 clusters Score -1.14024e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -11411095.000000 Penalty: 5819.846680
	Iteration 9F: 3 clusters Score -1.14111e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -11417866.000000 Penalty: 5819.846680
	Iteration 10F: 3 clusters Score -1.141787e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 120911 members 
Entering Unmasked Estep 
Score: -11421701.000000 Penalty: 5819.846680
	Iteration 11Q: 3 clusters Score -1.14217e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
Score: -11423524.000000 Penalty: 5819.846680
	Iteration 12Q: 3 clusters Score -1.142352e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 123715 members 
Entering Unmasked Estep 
Score: -11424272.000000 Penalty: 5819.846680
	Iteration 13Q: 3 clusters Score -1.142427e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 124013 members 
Entering Unmasked Estep 
Score: -11424619.000000 Penalty: 5819.846680
	Iteration 14Q: 3 clusters Score -1.142462e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 124129 members 
Entering Unmasked Estep 
Score: -11424744.000000 Penalty: 5819.846680
	Iteration 15Q: 3 clusters Score -1.142474e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -11424833.000000 Penalty: 5819.846680
	Iteration 16Q: 3 clusters Score -1.142483e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -11424905.000000 Penalty: 5819.846680
	Iteration 17Q: 3 clusters Score -1.14249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 124224 members 
Entering Unmasked Estep 
Score: -11424973.000000 Penalty: 5819.846680
	Iteration 18Q: 3 clusters Score -1.142497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -11424990.000000 Penalty: 5819.846680
	Iteration 19Q: 3 clusters Score -1.142499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
Score: -11425029.000000 Penalty: 5819.846680
	Iteration 20F: 3 clusters Score -1.142503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 124253 members 
Entering Unmasked Estep 
Score: -11425052.000000 Penalty: 5819.846680
	Iteration 21Q: 3 clusters Score -1.142505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 124261 members 
Entering Unmasked Estep 
Score: -11425071.000000 Penalty: 5819.846680
	Iteration 22Q: 3 clusters Score -1.142507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 124261 members 
Entering Unmasked Estep 
Score: -11425072.000000 Penalty: 5819.846680
	Iteration 23Q: 3 clusters Score -1.142507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124260 members 
Entering Unmasked Estep 
Score: -11425072.000000 Penalty: 5819.846680
	Iteration 24Q: 3 clusters Score -1.142507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124260 members 
Entering Unmasked Estep 
Score: -11425065.000000 Penalty: 5819.846680
	Iteration 25Q: 3 clusters Score -1.142506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 124261 members 
Entering Unmasked Estep 
Score: -11425074.000000 Penalty: 5819.846680
	Iteration 26Q: 3 clusters Score -1.142507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -11425082.000000 Penalty: 5819.846680
	Iteration 27Q: 3 clusters Score -1.142508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -11425086.000000 Penalty: 5819.846680
	Iteration 28Q: 3 clusters Score -1.142509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -11425088.000000 Penalty: 5819.846680
	Iteration 29Q: 3 clusters Score -1.142509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -11425088.000000 Penalty: 5819.846680
	Iteration 30F: 3 clusters Score -1.142509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -126899.648438 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126899.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127428.843750 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127428.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127642.507812 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127642.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127819.515625 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -127819.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -127965.601562 Penalty: 3656.882324
	Iteration 4Q: 3 clusters Score -127965.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128111.656250 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -128111.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128264.273438 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -128264.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128440.718750 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -128440.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128639.195312 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -128639.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128931.601562 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -128931.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129127.828125 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -129127.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -129192.156250 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -129192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129199.007812 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -129199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129199.875000 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -129199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129199.875000 Penalty: 3656.882324
	Iteration 14F: 3 clusters Score -129199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5707 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11044 members 
Mstep: Class 11 contains 49943 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 13950 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 16866 members 
Mstep: Class 19 contains 15688 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 165619 members 
Mstep: Class 22 contains 124687 members 
Mstep: Class 23 contains 1027 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107342 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
Score: -93620144.000000 Penalty: 99725.210938
Splitting cluster 23 changes total score from -93622096.000000 to -93620144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -27464.541016 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -27464.54 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 182 members 
Entering Unmasked Estep 
Score: -26109.117188 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -26109.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26280.337891 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -26280.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26344.216797 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -26344.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26371.923828 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -26371.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26384.292969 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -26384.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26386.503906 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -26386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26389.998047 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -26390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26389.998047 Penalty: 2923.623779
	Iteration 7F: 3 clusters Score -26390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (107342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Entering Unmasked Estep 
Score: -9890514.000000 Penalty: 2872.776367
	Iteration 0F: 2 clusters Score -9890514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -9818467.000000 Penalty: 5745.552734
	Iteration 0F: 3 clusters Score -9818467 nChanged 50921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -9848113.000000 Penalty: 5745.552734
	Iteration 1F: 3 clusters Score -9848113 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -9849294.000000 Penalty: 5745.552734
	Iteration 2Q: 3 clusters Score -9849294 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -9850755.000000 Penalty: 5745.552734
	Iteration 3Q: 3 clusters Score -9850755 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -9853254.000000 Penalty: 5745.552734
	Iteration 4Q: 3 clusters Score -9853254 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -9857003.000000 Penalty: 5745.552734
	Iteration 5F: 3 clusters Score -9857003 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -9862263.000000 Penalty: 5745.552734
	Iteration 6F: 3 clusters Score -9862263 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -9868433.000000 Penalty: 5745.552734
	Iteration 7F: 3 clusters Score -9868433 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -9873947.000000 Penalty: 5745.552734
	Iteration 8F: 3 clusters Score -9873947 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -9878009.000000 Penalty: 5745.552734
	Iteration 9Q: 3 clusters Score -9878009 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -9880968.000000 Penalty: 5745.552734
	Iteration 10Q: 3 clusters Score -9880968 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -9883282.000000 Penalty: 5745.552734
	Iteration 11Q: 3 clusters Score -9883282 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -9884858.000000 Penalty: 5745.552734
	Iteration 12Q: 3 clusters Score -9884858 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -9886011.000000 Penalty: 5745.552734
	Iteration 13Q: 3 clusters Score -9886011 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -9886735.000000 Penalty: 5745.552734
	Iteration 14Q: 3 clusters Score -9886735 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -9887162.000000 Penalty: 5745.552734
	Iteration 15Q: 3 clusters Score -9887162 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -9887415.000000 Penalty: 5745.552734
	Iteration 16Q: 3 clusters Score -9887415 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -9887571.000000 Penalty: 5745.552734
	Iteration 17Q: 3 clusters Score -9887571 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -9887686.000000 Penalty: 5745.552734
	Iteration 18Q: 3 clusters Score -9887686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -9887754.000000 Penalty: 5745.552734
	Iteration 19Q: 3 clusters Score -9887754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 106819 members 
Entering Unmasked Estep 
Score: -9887792.000000 Penalty: 5745.552734
	Iteration 20F: 3 clusters Score -9887792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -9887834.000000 Penalty: 5745.552734
	Iteration 21Q: 3 clusters Score -9887834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -9887853.000000 Penalty: 5745.552734
	Iteration 22Q: 3 clusters Score -9887853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 106904 members 
Entering Unmasked Estep 
Score: -9887885.000000 Penalty: 5745.552734
	Iteration 23Q: 3 clusters Score -9887885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
Score: -9887889.000000 Penalty: 5745.552734
	Iteration 24Q: 3 clusters Score -9887889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -9887893.000000 Penalty: 5745.552734
	Iteration 25Q: 3 clusters Score -9887893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 106924 members 
Entering Unmasked Estep 
Score: -9887910.000000 Penalty: 5745.552734
	Iteration 26Q: 3 clusters Score -9887910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 106929 members 
Entering Unmasked Estep 
Score: -9887906.000000 Penalty: 5745.552734
	Iteration 27Q: 3 clusters Score -9887906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -9887911.000000 Penalty: 5745.552734
	Iteration 28Q: 3 clusters Score -9887911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -9887930.000000 Penalty: 5745.552734
	Iteration 29Q: 3 clusters Score -9887930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -9887929.000000 Penalty: 5745.552734
	Iteration 30Q: 3 clusters Score -9887929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -9887924.000000 Penalty: 5745.552734
	Iteration 31Q: 3 clusters Score -9887924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -9887928.000000 Penalty: 5745.552734
	Iteration 32Q: 3 clusters Score -9887928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -9887928.000000 Penalty: 5745.552734
	Iteration 33F: 3 clusters Score -9887928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15150.107422 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15150.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15249.929688 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15249.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15273.777344 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15273.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15282.674805 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -15282.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15282.674805 Penalty: 2684.176270
	Iteration 4F: 3 clusters Score -15282.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42910.464844 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -42910.46 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43159.105469 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43159.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43277.363281 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43277.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43325.347656 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -43325.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43364.800781 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43364.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43410.535156 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43410.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43477.808594 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43477.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43520.066406 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -43520.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43584.402344 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -43584.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43649.046875 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -43649.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43690.820312 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -43690.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43732.308594 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -43732.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43759.437500 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -43759.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43788.250000 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -43788.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43800.980469 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -43800.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43808.941406 Penalty: 3156.916504
	Iteration 15Q: 3 clusters Score -43808.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43809.601562 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -43809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43809.601562 Penalty: 3156.916504
	Iteration 17F: 3 clusters Score -43809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -26227.580078 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -26227.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24936.093750 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -24936.09 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25169.513672 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -25169.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25316.992188 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -25316.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25372.589844 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -25372.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25419.210938 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -25419.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25457.111328 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -25457.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25475.455078 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -25475.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25495.875000 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -25495.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25498.921875 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -25498.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25498.921875 Penalty: 2947.628662
	Iteration 9F: 3 clusters Score -25498.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5707 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11044 members 
Mstep: Class 11 contains 49943 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 13950 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 16866 members 
Mstep: Class 19 contains 15688 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 165619 members 
Mstep: Class 22 contains 124687 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107342 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622008.000000 Penalty: 96286.414062
Iteration 239Q: 29 clusters Score -9.362201e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5706 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11047 members 
Mstep: Class 11 contains 49979 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13954 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 16871 members 
Mstep: Class 19 contains 15686 members 
Mstep: Class 20 contains 4786 members 
Mstep: Class 21 contains 165620 members 
Mstep: Class 22 contains 124780 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107191 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622056.000000 Penalty: 96286.414062
Iteration 240F: 29 clusters Score -9.362206e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5706 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4943 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11048 members 
Mstep: Class 11 contains 50019 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 13953 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 16866 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 165612 members 
Mstep: Class 22 contains 124881 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 107050 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622096.000000 Penalty: 96286.414062
Iteration 241Q: 29 clusters Score -9.36221e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5708 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11050 members 
Mstep: Class 11 contains 50046 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 13954 members 
Mstep: Class 16 contains 438576 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 16866 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165614 members 
Mstep: Class 22 contains 124984 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 106909 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622032.000000 Penalty: 96286.414062
Iteration 242Q: 29 clusters Score -9.362203e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5710 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4951 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11050 members 
Mstep: Class 11 contains 50089 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24889 members 
Mstep: Class 15 contains 13957 members 
Mstep: Class 16 contains 438576 members 
Mstep: Class 17 contains 7286 members 
Mstep: Class 18 contains 16869 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 165610 members 
Mstep: Class 22 contains 125089 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 106762 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622120.000000 Penalty: 96286.414062
Iteration 243Q: 29 clusters Score -9.362212e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5712 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4952 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11049 members 
Mstep: Class 11 contains 50120 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13956 members 
Mstep: Class 16 contains 438576 members 
Mstep: Class 17 contains 7286 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165612 members 
Mstep: Class 22 contains 125196 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 106628 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622216.000000 Penalty: 96286.414062
Iteration 244Q: 29 clusters Score -9.362222e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5716 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11050 members 
Mstep: Class 11 contains 50148 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13957 members 
Mstep: Class 16 contains 438574 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 18 contains 16874 members 
Mstep: Class 19 contains 15659 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165605 members 
Mstep: Class 22 contains 125293 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 106516 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622248.000000 Penalty: 96286.414062
Iteration 245Q: 29 clusters Score -9.362225e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35206 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11051 members 
Mstep: Class 11 contains 50167 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24875 members 
Mstep: Class 15 contains 13959 members 
Mstep: Class 16 contains 438577 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 16881 members 
Mstep: Class 19 contains 15655 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165607 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 106415 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622112.000000 Penalty: 96286.414062
Iteration 246Q: 29 clusters Score -9.362211e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5715 members 
Mstep: Class 5 contains 5766 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35205 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 50191 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13961 members 
Mstep: Class 16 contains 438575 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 16885 members 
Mstep: Class 19 contains 15655 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165611 members 
Mstep: Class 22 contains 125452 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 106298 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622120.000000 Penalty: 96286.414062
Iteration 247Q: 29 clusters Score -9.362212e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5718 members 
Mstep: Class 5 contains 5768 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35204 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11057 members 
Mstep: Class 11 contains 50224 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13963 members 
Mstep: Class 16 contains 438582 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 16885 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165611 members 
Mstep: Class 22 contains 125523 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 106184 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622112.000000 Penalty: 96286.414062
Iteration 248Q: 29 clusters Score -9.362211e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35204 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11058 members 
Mstep: Class 11 contains 50263 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13963 members 
Mstep: Class 16 contains 438580 members 
Mstep: Class 17 contains 7274 members 
Mstep: Class 18 contains 16882 members 
Mstep: Class 19 contains 15656 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165606 members 
Mstep: Class 22 contains 125601 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 106072 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622144.000000 Penalty: 96286.414062
Iteration 249Q: 29 clusters Score -9.362214e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35202 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11061 members 
Mstep: Class 11 contains 50293 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24873 members 
Mstep: Class 15 contains 13963 members 
Mstep: Class 16 contains 438582 members 
Mstep: Class 17 contains 7274 members 
Mstep: Class 18 contains 16883 members 
Mstep: Class 19 contains 15665 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 165593 members 
Mstep: Class 22 contains 125661 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105984 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622192.000000 Penalty: 96286.414062
Iteration 250Q: 29 clusters Score -9.362219e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35201 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11064 members 
Mstep: Class 11 contains 50331 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13963 members 
Mstep: Class 16 contains 438579 members 
Mstep: Class 17 contains 7279 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 165584 members 
Mstep: Class 22 contains 125728 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105888 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622272.000000 Penalty: 96286.414062
Iteration 251Q: 29 clusters Score -9.362227e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35200 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 50364 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 13963 members 
Mstep: Class 16 contains 438578 members 
Mstep: Class 17 contains 7279 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 165579 members 
Mstep: Class 22 contains 125800 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105789 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622256.000000 Penalty: 96286.414062
Iteration 252Q: 29 clusters Score -9.362226e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35200 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 50400 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24866 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 438578 members 
Mstep: Class 17 contains 7279 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165560 members 
Mstep: Class 22 contains 125872 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105691 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622208.000000 Penalty: 96286.414062
Iteration 253Q: 29 clusters Score -9.362221e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35200 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11073 members 
Mstep: Class 11 contains 50432 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 438579 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 16875 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165552 members 
Mstep: Class 22 contains 125933 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105601 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622120.000000 Penalty: 96286.414062
Iteration 254Q: 29 clusters Score -9.362212e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 5771 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35200 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11074 members 
Mstep: Class 11 contains 50469 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 438580 members 
Mstep: Class 17 contains 7279 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165532 members 
Mstep: Class 22 contains 125994 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105522 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622160.000000 Penalty: 96286.414062
Iteration 255Q: 29 clusters Score -9.362216e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35199 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11075 members 
Mstep: Class 11 contains 50501 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13965 members 
Mstep: Class 16 contains 438575 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 16872 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165519 members 
Mstep: Class 22 contains 126048 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105452 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622192.000000 Penalty: 96286.414062
Iteration 256Q: 29 clusters Score -9.362219e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35198 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11078 members 
Mstep: Class 11 contains 50530 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438577 members 
Mstep: Class 17 contains 7276 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165504 members 
Mstep: Class 22 contains 126104 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105380 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622272.000000 Penalty: 96286.414062
Iteration 257Q: 29 clusters Score -9.362227e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5778 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35197 members 
Mstep: Class 8 contains 4951 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11083 members 
Mstep: Class 11 contains 50553 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24873 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438580 members 
Mstep: Class 17 contains 7272 members 
Mstep: Class 18 contains 16874 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165494 members 
Mstep: Class 22 contains 126163 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105291 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622200.000000 Penalty: 96286.414062
Iteration 258Q: 29 clusters Score -9.36222e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35195 members 
Mstep: Class 8 contains 4952 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 50576 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438574 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165487 members 
Mstep: Class 22 contains 126224 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105216 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622280.000000 Penalty: 96286.414062
Iteration 259Q: 29 clusters Score -9.362228e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35194 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 50596 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165480 members 
Mstep: Class 22 contains 126282 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105146 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622256.000000 Penalty: 96286.414062
Iteration 260F: 29 clusters Score -9.362226e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35190 members 
Mstep: Class 8 contains 4951 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11097 members 
Mstep: Class 11 contains 50618 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 18 contains 16876 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165477 members 
Mstep: Class 22 contains 126331 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105088 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622272.000000 Penalty: 96286.414062
Iteration 261Q: 29 clusters Score -9.362227e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35190 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 50643 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24864 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7269 members 
Mstep: Class 18 contains 16876 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165472 members 
Mstep: Class 22 contains 126380 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 105018 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622280.000000 Penalty: 96286.414062
Iteration 262Q: 29 clusters Score -9.362228e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35190 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 50666 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24866 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438565 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 18 contains 16875 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165455 members 
Mstep: Class 22 contains 126427 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104968 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622248.000000 Penalty: 96286.414062
Iteration 263Q: 29 clusters Score -9.362225e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35190 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 50685 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24866 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438567 members 
Mstep: Class 17 contains 7264 members 
Mstep: Class 18 contains 16876 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165445 members 
Mstep: Class 22 contains 126477 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104910 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622232.000000 Penalty: 96286.414062
Iteration 264Q: 29 clusters Score -9.362223e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35188 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 50708 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7262 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165435 members 
Mstep: Class 22 contains 126525 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104844 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622120.000000 Penalty: 96286.414062
Iteration 265Q: 29 clusters Score -9.362212e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35188 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 50741 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24864 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438571 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 15674 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165421 members 
Mstep: Class 22 contains 126575 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104771 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622096.000000 Penalty: 96286.414062
Iteration 266Q: 29 clusters Score -9.36221e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35184 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11113 members 
Mstep: Class 11 contains 50772 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438573 members 
Mstep: Class 17 contains 7259 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 15674 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165411 members 
Mstep: Class 22 contains 126623 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104705 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622080.000000 Penalty: 96286.414062
Iteration 267Q: 29 clusters Score -9.362208e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35184 members 
Mstep: Class 8 contains 4936 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11112 members 
Mstep: Class 11 contains 50799 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438571 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 16876 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165405 members 
Mstep: Class 22 contains 126683 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104636 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622120.000000 Penalty: 96286.414062
Iteration 268Q: 29 clusters Score -9.362212e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35183 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11113 members 
Mstep: Class 11 contains 50822 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438572 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 16876 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165402 members 
Mstep: Class 22 contains 126730 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104574 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622128.000000 Penalty: 96286.414062
Iteration 269Q: 29 clusters Score -9.362213e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5732 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35181 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11116 members 
Mstep: Class 11 contains 50847 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24864 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 15678 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165395 members 
Mstep: Class 22 contains 126779 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104513 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622152.000000 Penalty: 96286.414062
Iteration 270Q: 29 clusters Score -9.362215e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5733 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35179 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 50867 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24866 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438571 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165382 members 
Mstep: Class 22 contains 126836 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104449 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622232.000000 Penalty: 96286.414062
Iteration 271Q: 29 clusters Score -9.362223e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35174 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11123 members 
Mstep: Class 11 contains 50894 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24868 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438571 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 16881 members 
Mstep: Class 19 contains 15678 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165363 members 
Mstep: Class 22 contains 126882 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104394 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622248.000000 Penalty: 96286.414062
Iteration 272Q: 29 clusters Score -9.362225e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35172 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11127 members 
Mstep: Class 11 contains 50918 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24871 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 16881 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165353 members 
Mstep: Class 22 contains 126928 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104332 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622312.000000 Penalty: 96286.414062
Iteration 273Q: 29 clusters Score -9.362231e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35170 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 50942 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438566 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 15678 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165339 members 
Mstep: Class 22 contains 126982 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104269 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622352.000000 Penalty: 96286.414062
Iteration 274Q: 29 clusters Score -9.362235e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35170 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 50959 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24875 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438571 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165327 members 
Mstep: Class 22 contains 127037 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104205 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622312.000000 Penalty: 96286.414062
Iteration 275Q: 29 clusters Score -9.362231e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35170 members 
Mstep: Class 8 contains 4909 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 50980 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438571 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 16877 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165322 members 
Mstep: Class 22 contains 127096 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104129 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622312.000000 Penalty: 96286.414062
Iteration 276Q: 29 clusters Score -9.362231e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4908 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11137 members 
Mstep: Class 11 contains 51010 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24875 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438570 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 16875 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165308 members 
Mstep: Class 22 contains 127156 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 104058 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622224.000000 Penalty: 96286.414062
Iteration 277Q: 29 clusters Score -9.362222e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5782 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35171 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 51035 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24873 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 16869 members 
Mstep: Class 19 contains 15674 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165305 members 
Mstep: Class 22 contains 127209 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103994 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622256.000000 Penalty: 96286.414062
Iteration 278Q: 29 clusters Score -9.362226e+07 nChanged 94
Entering ConstructFrom: 
Score: -93622256.000000 Penalty: 96286.414062
Entering ConstructFrom: 
Trying to split cluster 1 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -28595.917969 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -28595.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27305.052734 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -27305.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27566.406250 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -27566.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27667.052734 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -27667.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27730.812500 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -27730.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27777.279297 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -27777.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27846.628906 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -27846.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27980.083984 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -27980.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28047.933594 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -28047.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28062.289062 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -28062.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28070.845703 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -28070.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28083.638672 Penalty: 2947.628662
	Iteration 10Q: 3 clusters Score -28083.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28083.638672 Penalty: 2947.628662
	Iteration 11F: 3 clusters Score -28083.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106586.937500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -106586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104497.265625 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -104497.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104960.281250 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -104960.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105175.671875 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -105175.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105366.820312 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -105366.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105555.445312 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -105555.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105735.570312 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -105735.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -105786.703125 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -105786.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105808.648438 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -105808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105811.234375 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -105811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105813.890625 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -105813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105815.460938 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -105815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105819.828125 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -105819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105824.226562 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -105824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105826.585938 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -105826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105832.179688 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -105832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105833.773438 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -105833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105833.773438 Penalty: 3544.408447
	Iteration 16F: 3 clusters Score -105833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -574649.875000 Penalty: 2178.775879
	Iteration 0F: 2 clusters Score -574649.9 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 3269 members 
Entering Unmasked Estep 
Score: -569185.500000 Penalty: 4357.551758
	Iteration 0F: 3 clusters Score -569185.5 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -570571.687500 Penalty: 4357.551758
	Iteration 1F: 3 clusters Score -570571.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -570785.750000 Penalty: 4357.551758
	Iteration 2F: 3 clusters Score -570785.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -570903.875000 Penalty: 4357.551758
	Iteration 3Q: 3 clusters Score -570903.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -570983.687500 Penalty: 4357.551758
	Iteration 4Q: 3 clusters Score -570983.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -571046.312500 Penalty: 4357.551758
	Iteration 5Q: 3 clusters Score -571046.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -571095.562500 Penalty: 4357.551758
	Iteration 6Q: 3 clusters Score -571095.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -571128.437500 Penalty: 4357.551758
	Iteration 7Q: 3 clusters Score -571128.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -571152.937500 Penalty: 4357.551758
	Iteration 8Q: 3 clusters Score -571152.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -571172.250000 Penalty: 4357.551758
	Iteration 9Q: 3 clusters Score -571172.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -571187.750000 Penalty: 4357.551758
	Iteration 10Q: 3 clusters Score -571187.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -571208.187500 Penalty: 4357.551758
	Iteration 11Q: 3 clusters Score -571208.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -571224.750000 Penalty: 4357.551758
	Iteration 12Q: 3 clusters Score -571224.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -571235.937500 Penalty: 4357.551758
	Iteration 13Q: 3 clusters Score -571235.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -571248.250000 Penalty: 4357.551758
	Iteration 14Q: 3 clusters Score -571248.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -571270.062500 Penalty: 4357.551758
	Iteration 15Q: 3 clusters Score -571270.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -571292.500000 Penalty: 4357.551758
	Iteration 16Q: 3 clusters Score -571292.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -571321.812500 Penalty: 4357.551758
	Iteration 17Q: 3 clusters Score -571321.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -571344.000000 Penalty: 4357.551758
	Iteration 18Q: 3 clusters Score -571344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -571364.812500 Penalty: 4357.551758
	Iteration 19Q: 3 clusters Score -571364.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -571380.625000 Penalty: 4357.551758
	Iteration 20F: 3 clusters Score -571380.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -571395.875000 Penalty: 4357.551758
	Iteration 21Q: 3 clusters Score -571395.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -571411.187500 Penalty: 4357.551758
	Iteration 22Q: 3 clusters Score -571411.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -571423.812500 Penalty: 4357.551758
	Iteration 23Q: 3 clusters Score -571423.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -571430.375000 Penalty: 4357.551758
	Iteration 24Q: 3 clusters Score -571430.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -571437.562500 Penalty: 4357.551758
	Iteration 25Q: 3 clusters Score -571437.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -571442.562500 Penalty: 4357.551758
	Iteration 26Q: 3 clusters Score -571442.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -571446.875000 Penalty: 4357.551758
	Iteration 27Q: 3 clusters Score -571446.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -571453.250000 Penalty: 4357.551758
	Iteration 28Q: 3 clusters Score -571453.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -571461.687500 Penalty: 4357.551758
	Iteration 29Q: 3 clusters Score -571461.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -571468.312500 Penalty: 4357.551758
	Iteration 30Q: 3 clusters Score -571468.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -571477.312500 Penalty: 4357.551758
	Iteration 31Q: 3 clusters Score -571477.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -571487.937500 Penalty: 4357.551758
	Iteration 32Q: 3 clusters Score -571487.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -571501.500000 Penalty: 4357.551758
	Iteration 33Q: 3 clusters Score -571501.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -571513.250000 Penalty: 4357.551758
	Iteration 34Q: 3 clusters Score -571513.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -571526.375000 Penalty: 4357.551758
	Iteration 35Q: 3 clusters Score -571526.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -571541.000000 Penalty: 4357.551758
	Iteration 36Q: 3 clusters Score -571541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -571555.750000 Penalty: 4357.551758
	Iteration 37Q: 3 clusters Score -571555.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -571575.125000 Penalty: 4357.551758
	Iteration 38Q: 3 clusters Score -571575.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -571600.937500 Penalty: 4357.551758
	Iteration 39Q: 3 clusters Score -571600.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -571627.500000 Penalty: 4357.551758
	Iteration 40F: 3 clusters Score -571627.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -571656.812500 Penalty: 4357.551758
	Iteration 41Q: 3 clusters Score -571656.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -571691.437500 Penalty: 4357.551758
	Iteration 42Q: 3 clusters Score -571691.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -571736.500000 Penalty: 4357.551758
	Iteration 43Q: 3 clusters Score -571736.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -571780.437500 Penalty: 4357.551758
	Iteration 44Q: 3 clusters Score -571780.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -571835.500000 Penalty: 4357.551758
	Iteration 45Q: 3 clusters Score -571835.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -571906.937500 Penalty: 4357.551758
	Iteration 46Q: 3 clusters Score -571906.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -572000.000000 Penalty: 4357.551758
	Iteration 47Q: 3 clusters Score -572000 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -572080.062500 Penalty: 4357.551758
	Iteration 48Q: 3 clusters Score -572080.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -572158.500000 Penalty: 4357.551758
	Iteration 49Q: 3 clusters Score -572158.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -572244.250000 Penalty: 4357.551758
	Iteration 50Q: 3 clusters Score -572244.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -572322.250000 Penalty: 4357.551758
	Iteration 51Q: 3 clusters Score -572322.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -572392.812500 Penalty: 4357.551758
	Iteration 52Q: 3 clusters Score -572392.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -572446.875000 Penalty: 4357.551758
	Iteration 53Q: 3 clusters Score -572446.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -572486.062500 Penalty: 4357.551758
	Iteration 54Q: 3 clusters Score -572486.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -572525.812500 Penalty: 4357.551758
	Iteration 55Q: 3 clusters Score -572525.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -572557.437500 Penalty: 4357.551758
	Iteration 56Q: 3 clusters Score -572557.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -572584.437500 Penalty: 4357.551758
	Iteration 57Q: 3 clusters Score -572584.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -572600.500000 Penalty: 4357.551758
	Iteration 58Q: 3 clusters Score -572600.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -572618.500000 Penalty: 4357.551758
	Iteration 59Q: 3 clusters Score -572618.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -572624.312500 Penalty: 4357.551758
	Iteration 60F: 3 clusters Score -572624.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -572631.687500 Penalty: 4357.551758
	Iteration 61Q: 3 clusters Score -572631.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -572633.875000 Penalty: 4357.551758
	Iteration 62Q: 3 clusters Score -572633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -572640.500000 Penalty: 4357.551758
	Iteration 63Q: 3 clusters Score -572640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -572642.687500 Penalty: 4357.551758
	Iteration 64Q: 3 clusters Score -572642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -572645.687500 Penalty: 4357.551758
	Iteration 65Q: 3 clusters Score -572645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -572650.187500 Penalty: 4357.551758
	Iteration 66Q: 3 clusters Score -572650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -572655.187500 Penalty: 4357.551758
	Iteration 67Q: 3 clusters Score -572655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -572658.312500 Penalty: 4357.551758
	Iteration 68Q: 3 clusters Score -572658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -572660.687500 Penalty: 4357.551758
	Iteration 69Q: 3 clusters Score -572660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -572662.437500 Penalty: 4357.551758
	Iteration 70Q: 3 clusters Score -572662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -572665.750000 Penalty: 4357.551758
	Iteration 71Q: 3 clusters Score -572665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -572666.250000 Penalty: 4357.551758
	Iteration 72Q: 3 clusters Score -572666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -572671.000000 Penalty: 4357.551758
	Iteration 73Q: 3 clusters Score -572671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -572676.312500 Penalty: 4357.551758
	Iteration 74Q: 3 clusters Score -572676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -572680.875000 Penalty: 4357.551758
	Iteration 75Q: 3 clusters Score -572680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -572685.750000 Penalty: 4357.551758
	Iteration 76Q: 3 clusters Score -572685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -572693.500000 Penalty: 4357.551758
	Iteration 77Q: 3 clusters Score -572693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -572700.750000 Penalty: 4357.551758
	Iteration 78Q: 3 clusters Score -572700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -572704.562500 Penalty: 4357.551758
	Iteration 79Q: 3 clusters Score -572704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -572706.625000 Penalty: 4357.551758
	Iteration 80F: 3 clusters Score -572706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -572709.875000 Penalty: 4357.551758
	Iteration 81Q: 3 clusters Score -572709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -572712.812500 Penalty: 4357.551758
	Iteration 82Q: 3 clusters Score -572712.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -572717.812500 Penalty: 4357.551758
	Iteration 83Q: 3 clusters Score -572717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -572720.500000 Penalty: 4357.551758
	Iteration 84Q: 3 clusters Score -572720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -572728.625000 Penalty: 4357.551758
	Iteration 85Q: 3 clusters Score -572728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -572738.125000 Penalty: 4357.551758
	Iteration 86Q: 3 clusters Score -572738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -572745.125000 Penalty: 4357.551758
	Iteration 87Q: 3 clusters Score -572745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -572748.125000 Penalty: 4357.551758
	Iteration 88Q: 3 clusters Score -572748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -572751.187500 Penalty: 4357.551758
	Iteration 89Q: 3 clusters Score -572751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -572753.875000 Penalty: 4357.551758
	Iteration 90Q: 3 clusters Score -572753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -572756.437500 Penalty: 4357.551758
	Iteration 91Q: 3 clusters Score -572756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -572758.250000 Penalty: 4357.551758
	Iteration 92Q: 3 clusters Score -572758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -572760.375000 Penalty: 4357.551758
	Iteration 93Q: 3 clusters Score -572760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -572761.437500 Penalty: 4357.551758
	Iteration 94Q: 3 clusters Score -572761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -572761.437500 Penalty: 4357.551758
	Iteration 95F: 3 clusters Score -572761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Entering Unmasked Estep 
Score: -532153.625000 Penalty: 2146.406738
	Iteration 0F: 2 clusters Score -532153.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -527212.937500 Penalty: 4292.813477
	Iteration 0F: 3 clusters Score -527212.9 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -528449.187500 Penalty: 4292.813477
	Iteration 1F: 3 clusters Score -528449.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -528675.812500 Penalty: 4292.813477
	Iteration 2F: 3 clusters Score -528675.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -528819.687500 Penalty: 4292.813477
	Iteration 3Q: 3 clusters Score -528819.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -528934.875000 Penalty: 4292.813477
	Iteration 4Q: 3 clusters Score -528934.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -529036.187500 Penalty: 4292.813477
	Iteration 5Q: 3 clusters Score -529036.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -529128.187500 Penalty: 4292.813477
	Iteration 6Q: 3 clusters Score -529128.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -529201.562500 Penalty: 4292.813477
	Iteration 7Q: 3 clusters Score -529201.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -529260.812500 Penalty: 4292.813477
	Iteration 8Q: 3 clusters Score -529260.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -529312.250000 Penalty: 4292.813477
	Iteration 9Q: 3 clusters Score -529312.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -529353.312500 Penalty: 4292.813477
	Iteration 10Q: 3 clusters Score -529353.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -529400.125000 Penalty: 4292.813477
	Iteration 11Q: 3 clusters Score -529400.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -529444.062500 Penalty: 4292.813477
	Iteration 12Q: 3 clusters Score -529444.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -529493.312500 Penalty: 4292.813477
	Iteration 13Q: 3 clusters Score -529493.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -529552.687500 Penalty: 4292.813477
	Iteration 14Q: 3 clusters Score -529552.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -529616.187500 Penalty: 4292.813477
	Iteration 15Q: 3 clusters Score -529616.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -529664.062500 Penalty: 4292.813477
	Iteration 16Q: 3 clusters Score -529664.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -529718.437500 Penalty: 4292.813477
	Iteration 17Q: 3 clusters Score -529718.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -529766.812500 Penalty: 4292.813477
	Iteration 18Q: 3 clusters Score -529766.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -529824.562500 Penalty: 4292.813477
	Iteration 19Q: 3 clusters Score -529824.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -529889.312500 Penalty: 4292.813477
	Iteration 20F: 3 clusters Score -529889.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -529951.937500 Penalty: 4292.813477
	Iteration 21Q: 3 clusters Score -529951.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -530024.500000 Penalty: 4292.813477
	Iteration 22Q: 3 clusters Score -530024.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -530089.062500 Penalty: 4292.813477
	Iteration 23Q: 3 clusters Score -530089.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -530149.875000 Penalty: 4292.813477
	Iteration 24Q: 3 clusters Score -530149.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -530210.562500 Penalty: 4292.813477
	Iteration 25Q: 3 clusters Score -530210.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -530249.562500 Penalty: 4292.813477
	Iteration 26Q: 3 clusters Score -530249.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -530276.187500 Penalty: 4292.813477
	Iteration 27Q: 3 clusters Score -530276.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -530295.125000 Penalty: 4292.813477
	Iteration 28Q: 3 clusters Score -530295.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -530313.375000 Penalty: 4292.813477
	Iteration 29Q: 3 clusters Score -530313.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -530321.937500 Penalty: 4292.813477
	Iteration 30Q: 3 clusters Score -530321.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -530330.625000 Penalty: 4292.813477
	Iteration 31Q: 3 clusters Score -530330.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -530339.750000 Penalty: 4292.813477
	Iteration 32Q: 3 clusters Score -530339.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -530344.000000 Penalty: 4292.813477
	Iteration 33Q: 3 clusters Score -530344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -530348.500000 Penalty: 4292.813477
	Iteration 34Q: 3 clusters Score -530348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -530355.375000 Penalty: 4292.813477
	Iteration 35Q: 3 clusters Score -530355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -530361.000000 Penalty: 4292.813477
	Iteration 36Q: 3 clusters Score -530361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -530368.500000 Penalty: 4292.813477
	Iteration 37Q: 3 clusters Score -530368.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -530374.812500 Penalty: 4292.813477
	Iteration 38Q: 3 clusters Score -530374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -530380.312500 Penalty: 4292.813477
	Iteration 39Q: 3 clusters Score -530380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -530383.375000 Penalty: 4292.813477
	Iteration 40F: 3 clusters Score -530383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -530387.187500 Penalty: 4292.813477
	Iteration 41Q: 3 clusters Score -530387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -530391.000000 Penalty: 4292.813477
	Iteration 42Q: 3 clusters Score -530391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -530394.500000 Penalty: 4292.813477
	Iteration 43Q: 3 clusters Score -530394.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -530398.875000 Penalty: 4292.813477
	Iteration 44Q: 3 clusters Score -530398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -530399.937500 Penalty: 4292.813477
	Iteration 45Q: 3 clusters Score -530399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -530401.375000 Penalty: 4292.813477
	Iteration 46Q: 3 clusters Score -530401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -530401.375000 Penalty: 4292.813477
	Iteration 47Q: 3 clusters Score -530401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -530401.375000 Penalty: 4292.813477
	Iteration 48F: 3 clusters Score -530401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -491325.406250 Penalty: 2148.386963
	Iteration 0F: 2 clusters Score -491325.4 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 2859 members 
Entering Unmasked Estep 
Score: -486284.968750 Penalty: 4296.773926
	Iteration 0F: 3 clusters Score -486285 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -487544.843750 Penalty: 4296.773926
	Iteration 1F: 3 clusters Score -487544.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -487767.500000 Penalty: 4296.773926
	Iteration 2F: 3 clusters Score -487767.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -487951.031250 Penalty: 4296.773926
	Iteration 3F: 3 clusters Score -487951 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -488102.843750 Penalty: 4296.773926
	Iteration 4Q: 3 clusters Score -488102.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -488234.156250 Penalty: 4296.773926
	Iteration 5Q: 3 clusters Score -488234.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -488341.406250 Penalty: 4296.773926
	Iteration 6Q: 3 clusters Score -488341.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -488428.125000 Penalty: 4296.773926
	Iteration 7Q: 3 clusters Score -488428.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -488504.031250 Penalty: 4296.773926
	Iteration 8Q: 3 clusters Score -488504 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -488583.093750 Penalty: 4296.773926
	Iteration 9Q: 3 clusters Score -488583.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -488652.968750 Penalty: 4296.773926
	Iteration 10Q: 3 clusters Score -488653 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -488705.406250 Penalty: 4296.773926
	Iteration 11Q: 3 clusters Score -488705.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -488747.500000 Penalty: 4296.773926
	Iteration 12Q: 3 clusters Score -488747.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -488798.906250 Penalty: 4296.773926
	Iteration 13Q: 3 clusters Score -488798.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -488848.781250 Penalty: 4296.773926
	Iteration 14Q: 3 clusters Score -488848.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -488889.125000 Penalty: 4296.773926
	Iteration 15Q: 3 clusters Score -488889.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -488931.250000 Penalty: 4296.773926
	Iteration 16Q: 3 clusters Score -488931.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -488984.843750 Penalty: 4296.773926
	Iteration 17Q: 3 clusters Score -488984.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -489025.531250 Penalty: 4296.773926
	Iteration 18Q: 3 clusters Score -489025.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -489064.062500 Penalty: 4296.773926
	Iteration 19Q: 3 clusters Score -489064.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -489098.593750 Penalty: 4296.773926
	Iteration 20F: 3 clusters Score -489098.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -489128.468750 Penalty: 4296.773926
	Iteration 21Q: 3 clusters Score -489128.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -489160.093750 Penalty: 4296.773926
	Iteration 22Q: 3 clusters Score -489160.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -489201.781250 Penalty: 4296.773926
	Iteration 23Q: 3 clusters Score -489201.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -489240.062500 Penalty: 4296.773926
	Iteration 24Q: 3 clusters Score -489240.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -489274.562500 Penalty: 4296.773926
	Iteration 25Q: 3 clusters Score -489274.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -489321.531250 Penalty: 4296.773926
	Iteration 26Q: 3 clusters Score -489321.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -489355.125000 Penalty: 4296.773926
	Iteration 27Q: 3 clusters Score -489355.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -489383.031250 Penalty: 4296.773926
	Iteration 28Q: 3 clusters Score -489383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -489406.312500 Penalty: 4296.773926
	Iteration 29Q: 3 clusters Score -489406.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -489422.500000 Penalty: 4296.773926
	Iteration 30Q: 3 clusters Score -489422.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -489439.218750 Penalty: 4296.773926
	Iteration 31Q: 3 clusters Score -489439.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -489453.562500 Penalty: 4296.773926
	Iteration 32Q: 3 clusters Score -489453.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -489463.593750 Penalty: 4296.773926
	Iteration 33Q: 3 clusters Score -489463.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -489473.156250 Penalty: 4296.773926
	Iteration 34Q: 3 clusters Score -489473.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -489479.031250 Penalty: 4296.773926
	Iteration 35Q: 3 clusters Score -489479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -489488.906250 Penalty: 4296.773926
	Iteration 36Q: 3 clusters Score -489488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -489495.000000 Penalty: 4296.773926
	Iteration 37Q: 3 clusters Score -489495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -489499.937500 Penalty: 4296.773926
	Iteration 38Q: 3 clusters Score -489499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -489501.468750 Penalty: 4296.773926
	Iteration 39Q: 3 clusters Score -489501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -489507.468750 Penalty: 4296.773926
	Iteration 40F: 3 clusters Score -489507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -489512.843750 Penalty: 4296.773926
	Iteration 41Q: 3 clusters Score -489512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -489522.062500 Penalty: 4296.773926
	Iteration 42Q: 3 clusters Score -489522.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -489530.656250 Penalty: 4296.773926
	Iteration 43Q: 3 clusters Score -489530.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -489534.875000 Penalty: 4296.773926
	Iteration 44Q: 3 clusters Score -489534.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -489542.156250 Penalty: 4296.773926
	Iteration 45Q: 3 clusters Score -489542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -489547.875000 Penalty: 4296.773926
	Iteration 46Q: 3 clusters Score -489547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -489553.656250 Penalty: 4296.773926
	Iteration 47Q: 3 clusters Score -489553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -489557.406250 Penalty: 4296.773926
	Iteration 48Q: 3 clusters Score -489557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -489561.000000 Penalty: 4296.773926
	Iteration 49Q: 3 clusters Score -489561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -489566.468750 Penalty: 4296.773926
	Iteration 50Q: 3 clusters Score -489566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -489571.468750 Penalty: 4296.773926
	Iteration 51Q: 3 clusters Score -489571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -489579.343750 Penalty: 4296.773926
	Iteration 52Q: 3 clusters Score -489579.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -489588.625000 Penalty: 4296.773926
	Iteration 53Q: 3 clusters Score -489588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -489591.375000 Penalty: 4296.773926
	Iteration 54Q: 3 clusters Score -489591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -489595.468750 Penalty: 4296.773926
	Iteration 55Q: 3 clusters Score -489595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -489595.156250 Penalty: 4296.773926
	Iteration 56Q: 3 clusters Score -489595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -489596.781250 Penalty: 4296.773926
	Iteration 57Q: 3 clusters Score -489596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -489598.343750 Penalty: 4296.773926
	Iteration 58Q: 3 clusters Score -489598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -489599.875000 Penalty: 4296.773926
	Iteration 59Q: 3 clusters Score -489599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -489600.281250 Penalty: 4296.773926
	Iteration 60F: 3 clusters Score -489600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -489602.562500 Penalty: 4296.773926
	Iteration 61Q: 3 clusters Score -489602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -489603.812500 Penalty: 4296.773926
	Iteration 62Q: 3 clusters Score -489603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -489605.625000 Penalty: 4296.773926
	Iteration 63Q: 3 clusters Score -489605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -489605.968750 Penalty: 4296.773926
	Iteration 64Q: 3 clusters Score -489606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -489606.281250 Penalty: 4296.773926
	Iteration 65Q: 3 clusters Score -489606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -489608.593750 Penalty: 4296.773926
	Iteration 66Q: 3 clusters Score -489608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -489609.562500 Penalty: 4296.773926
	Iteration 67Q: 3 clusters Score -489609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -489611.093750 Penalty: 4296.773926
	Iteration 68Q: 3 clusters Score -489611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -489610.906250 Penalty: 4296.773926
	Iteration 69Q: 3 clusters Score -489610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -489610.906250 Penalty: 4296.773926
	Iteration 70F: 3 clusters Score -489610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Entering Unmasked Estep 
Score: -412761.781250 Penalty: 2101.415771
	Iteration 0F: 2 clusters Score -412761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -408327.375000 Penalty: 4202.831543
	Iteration 0F: 3 clusters Score -408327.4 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -409389.531250 Penalty: 4202.831543
	Iteration 1F: 3 clusters Score -409389.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -409605.687500 Penalty: 4202.831543
	Iteration 2F: 3 clusters Score -409605.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -409735.718750 Penalty: 4202.831543
	Iteration 3F: 3 clusters Score -409735.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -409818.468750 Penalty: 4202.831543
	Iteration 4Q: 3 clusters Score -409818.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -409867.468750 Penalty: 4202.831543
	Iteration 5Q: 3 clusters Score -409867.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -409908.437500 Penalty: 4202.831543
	Iteration 6Q: 3 clusters Score -409908.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -409941.031250 Penalty: 4202.831543
	Iteration 7Q: 3 clusters Score -409941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -409968.687500 Penalty: 4202.831543
	Iteration 8Q: 3 clusters Score -409968.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -409994.750000 Penalty: 4202.831543
	Iteration 9Q: 3 clusters Score -409994.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -410015.250000 Penalty: 4202.831543
	Iteration 10Q: 3 clusters Score -410015.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -410032.812500 Penalty: 4202.831543
	Iteration 11Q: 3 clusters Score -410032.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -410044.937500 Penalty: 4202.831543
	Iteration 12Q: 3 clusters Score -410044.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -410057.062500 Penalty: 4202.831543
	Iteration 13Q: 3 clusters Score -410057.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -410069.750000 Penalty: 4202.831543
	Iteration 14Q: 3 clusters Score -410069.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -410083.875000 Penalty: 4202.831543
	Iteration 15Q: 3 clusters Score -410083.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -410098.218750 Penalty: 4202.831543
	Iteration 16Q: 3 clusters Score -410098.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -410111.218750 Penalty: 4202.831543
	Iteration 17Q: 3 clusters Score -410111.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -410118.625000 Penalty: 4202.831543
	Iteration 18Q: 3 clusters Score -410118.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -410124.312500 Penalty: 4202.831543
	Iteration 19Q: 3 clusters Score -410124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -410127.093750 Penalty: 4202.831543
	Iteration 20F: 3 clusters Score -410127.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -410128.406250 Penalty: 4202.831543
	Iteration 21Q: 3 clusters Score -410128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -410130.281250 Penalty: 4202.831543
	Iteration 22Q: 3 clusters Score -410130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -410132.343750 Penalty: 4202.831543
	Iteration 23Q: 3 clusters Score -410132.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -410133.437500 Penalty: 4202.831543
	Iteration 24Q: 3 clusters Score -410133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -410135.187500 Penalty: 4202.831543
	Iteration 25Q: 3 clusters Score -410135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -410135.437500 Penalty: 4202.831543
	Iteration 26Q: 3 clusters Score -410135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -410136.968750 Penalty: 4202.831543
	Iteration 27Q: 3 clusters Score -410137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -410139.656250 Penalty: 4202.831543
	Iteration 28Q: 3 clusters Score -410139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -410141.968750 Penalty: 4202.831543
	Iteration 29Q: 3 clusters Score -410142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -410143.281250 Penalty: 4202.831543
	Iteration 30Q: 3 clusters Score -410143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -410143.656250 Penalty: 4202.831543
	Iteration 31Q: 3 clusters Score -410143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -410147.281250 Penalty: 4202.831543
	Iteration 32Q: 3 clusters Score -410147.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -410149.031250 Penalty: 4202.831543
	Iteration 33Q: 3 clusters Score -410149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -410151.968750 Penalty: 4202.831543
	Iteration 34Q: 3 clusters Score -410152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -410153.406250 Penalty: 4202.831543
	Iteration 35Q: 3 clusters Score -410153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -410153.875000 Penalty: 4202.831543
	Iteration 36Q: 3 clusters Score -410153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -410155.000000 Penalty: 4202.831543
	Iteration 37Q: 3 clusters Score -410155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -410157.656250 Penalty: 4202.831543
	Iteration 38Q: 3 clusters Score -410157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -410157.906250 Penalty: 4202.831543
	Iteration 39Q: 3 clusters Score -410157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -410159.187500 Penalty: 4202.831543
	Iteration 40F: 3 clusters Score -410159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -410162.406250 Penalty: 4202.831543
	Iteration 41Q: 3 clusters Score -410162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -410165.156250 Penalty: 4202.831543
	Iteration 42Q: 3 clusters Score -410165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -410168.687500 Penalty: 4202.831543
	Iteration 43Q: 3 clusters Score -410168.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -410171.781250 Penalty: 4202.831543
	Iteration 44Q: 3 clusters Score -410171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -410174.562500 Penalty: 4202.831543
	Iteration 45Q: 3 clusters Score -410174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -410175.968750 Penalty: 4202.831543
	Iteration 46Q: 3 clusters Score -410176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -410178.375000 Penalty: 4202.831543
	Iteration 47Q: 3 clusters Score -410178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -410179.531250 Penalty: 4202.831543
	Iteration 48Q: 3 clusters Score -410179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -410180.125000 Penalty: 4202.831543
	Iteration 49Q: 3 clusters Score -410180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -410180.500000 Penalty: 4202.831543
	Iteration 50Q: 3 clusters Score -410180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -410182.281250 Penalty: 4202.831543
	Iteration 51Q: 3 clusters Score -410182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -410183.875000 Penalty: 4202.831543
	Iteration 52Q: 3 clusters Score -410183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -410184.250000 Penalty: 4202.831543
	Iteration 53Q: 3 clusters Score -410184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -410186.218750 Penalty: 4202.831543
	Iteration 54Q: 3 clusters Score -410186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -410188.343750 Penalty: 4202.831543
	Iteration 55Q: 3 clusters Score -410188.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -410192.906250 Penalty: 4202.831543
	Iteration 56Q: 3 clusters Score -410192.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -410198.875000 Penalty: 4202.831543
	Iteration 57Q: 3 clusters Score -410198.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -410208.406250 Penalty: 4202.831543
	Iteration 58Q: 3 clusters Score -410208.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -410213.906250 Penalty: 4202.831543
	Iteration 59Q: 3 clusters Score -410213.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -410219.156250 Penalty: 4202.831543
	Iteration 60F: 3 clusters Score -410219.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -410226.750000 Penalty: 4202.831543
	Iteration 61Q: 3 clusters Score -410226.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -410238.250000 Penalty: 4202.831543
	Iteration 62Q: 3 clusters Score -410238.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -410245.375000 Penalty: 4202.831543
	Iteration 63Q: 3 clusters Score -410245.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -410252.843750 Penalty: 4202.831543
	Iteration 64Q: 3 clusters Score -410252.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -410260.875000 Penalty: 4202.831543
	Iteration 65Q: 3 clusters Score -410260.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -410270.156250 Penalty: 4202.831543
	Iteration 66Q: 3 clusters Score -410270.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -410281.000000 Penalty: 4202.831543
	Iteration 67Q: 3 clusters Score -410281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -410289.406250 Penalty: 4202.831543
	Iteration 68Q: 3 clusters Score -410289.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -410302.250000 Penalty: 4202.831543
	Iteration 69Q: 3 clusters Score -410302.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -410318.906250 Penalty: 4202.831543
	Iteration 70Q: 3 clusters Score -410318.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -410337.031250 Penalty: 4202.831543
	Iteration 71Q: 3 clusters Score -410337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -410359.531250 Penalty: 4202.831543
	Iteration 72Q: 3 clusters Score -410359.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -410395.468750 Penalty: 4202.831543
	Iteration 73Q: 3 clusters Score -410395.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -410432.468750 Penalty: 4202.831543
	Iteration 74Q: 3 clusters Score -410432.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -410468.312500 Penalty: 4202.831543
	Iteration 75Q: 3 clusters Score -410468.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -410509.093750 Penalty: 4202.831543
	Iteration 76Q: 3 clusters Score -410509.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -410548.625000 Penalty: 4202.831543
	Iteration 77Q: 3 clusters Score -410548.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -410588.468750 Penalty: 4202.831543
	Iteration 78Q: 3 clusters Score -410588.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -410632.250000 Penalty: 4202.831543
	Iteration 79Q: 3 clusters Score -410632.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -410672.437500 Penalty: 4202.831543
	Iteration 80F: 3 clusters Score -410672.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -410710.343750 Penalty: 4202.831543
	Iteration 81Q: 3 clusters Score -410710.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -410744.156250 Penalty: 4202.831543
	Iteration 82Q: 3 clusters Score -410744.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -410775.937500 Penalty: 4202.831543
	Iteration 83Q: 3 clusters Score -410775.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -410805.843750 Penalty: 4202.831543
	Iteration 84Q: 3 clusters Score -410805.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -410829.937500 Penalty: 4202.831543
	Iteration 85Q: 3 clusters Score -410829.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -410846.593750 Penalty: 4202.831543
	Iteration 86Q: 3 clusters Score -410846.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -410860.937500 Penalty: 4202.831543
	Iteration 87Q: 3 clusters Score -410860.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -410872.656250 Penalty: 4202.831543
	Iteration 88Q: 3 clusters Score -410872.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -410886.375000 Penalty: 4202.831543
	Iteration 89Q: 3 clusters Score -410886.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -410899.343750 Penalty: 4202.831543
	Iteration 90Q: 3 clusters Score -410899.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -410907.281250 Penalty: 4202.831543
	Iteration 91Q: 3 clusters Score -410907.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -410917.562500 Penalty: 4202.831543
	Iteration 92Q: 3 clusters Score -410917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -410924.250000 Penalty: 4202.831543
	Iteration 93Q: 3 clusters Score -410924.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -410928.437500 Penalty: 4202.831543
	Iteration 94Q: 3 clusters Score -410928.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -410936.062500 Penalty: 4202.831543
	Iteration 95Q: 3 clusters Score -410936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -410939.218750 Penalty: 4202.831543
	Iteration 96Q: 3 clusters Score -410939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -410941.312500 Penalty: 4202.831543
	Iteration 97Q: 3 clusters Score -410941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -410946.812500 Penalty: 4202.831543
	Iteration 98Q: 3 clusters Score -410946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -410951.656250 Penalty: 4202.831543
	Iteration 99Q: 3 clusters Score -410951.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -410955.000000 Penalty: 4202.831543
	Iteration 100F: 3 clusters Score -410955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -410955.781250 Penalty: 4202.831543
	Iteration 101Q: 3 clusters Score -410955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -410956.843750 Penalty: 4202.831543
	Iteration 102Q: 3 clusters Score -410956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -410957.468750 Penalty: 4202.831543
	Iteration 103Q: 3 clusters Score -410957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -410958.437500 Penalty: 4202.831543
	Iteration 104Q: 3 clusters Score -410958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -410958.406250 Penalty: 4202.831543
	Iteration 105Q: 3 clusters Score -410958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -410960.781250 Penalty: 4202.831543
	Iteration 106Q: 3 clusters Score -410960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -410961.656250 Penalty: 4202.831543
	Iteration 107Q: 3 clusters Score -410961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -410964.468750 Penalty: 4202.831543
	Iteration 108Q: 3 clusters Score -410964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -410967.093750 Penalty: 4202.831543
	Iteration 109Q: 3 clusters Score -410967.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -410970.906250 Penalty: 4202.831543
	Iteration 110Q: 3 clusters Score -410970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -410972.593750 Penalty: 4202.831543
	Iteration 111Q: 3 clusters Score -410972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -410975.000000 Penalty: 4202.831543
	Iteration 112Q: 3 clusters Score -410975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -410978.125000 Penalty: 4202.831543
	Iteration 113Q: 3 clusters Score -410978.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -410980.125000 Penalty: 4202.831543
	Iteration 114Q: 3 clusters Score -410980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -410981.812500 Penalty: 4202.831543
	Iteration 115Q: 3 clusters Score -410981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -410983.843750 Penalty: 4202.831543
	Iteration 116Q: 3 clusters Score -410983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -410985.531250 Penalty: 4202.831543
	Iteration 117Q: 3 clusters Score -410985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -410986.562500 Penalty: 4202.831543
	Iteration 118Q: 3 clusters Score -410986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -410987.250000 Penalty: 4202.831543
	Iteration 119Q: 3 clusters Score -410987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -410987.250000 Penalty: 4202.831543
	Iteration 120F: 3 clusters Score -410987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -410988.718750 Penalty: 4202.831543
	Iteration 121Q: 3 clusters Score -410988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -410990.156250 Penalty: 4202.831543
	Iteration 122Q: 3 clusters Score -410990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -410990.656250 Penalty: 4202.831543
	Iteration 123Q: 3 clusters Score -410990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -410992.156250 Penalty: 4202.831543
	Iteration 124Q: 3 clusters Score -410992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -410993.406250 Penalty: 4202.831543
	Iteration 125Q: 3 clusters Score -410993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -410993.812500 Penalty: 4202.831543
	Iteration 126Q: 3 clusters Score -410993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -410994.656250 Penalty: 4202.831543
	Iteration 127Q: 3 clusters Score -410994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -410995.812500 Penalty: 4202.831543
	Iteration 128Q: 3 clusters Score -410995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -410996.125000 Penalty: 4202.831543
	Iteration 129Q: 3 clusters Score -410996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -410997.000000 Penalty: 4202.831543
	Iteration 130Q: 3 clusters Score -410997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -410997.843750 Penalty: 4202.831543
	Iteration 131Q: 3 clusters Score -410997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -410997.843750 Penalty: 4202.831543
	Iteration 132F: 3 clusters Score -410997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Entering Unmasked Estep 
Score: -3335751.750000 Penalty: 2596.065186
	Iteration 0F: 2 clusters Score -3335752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3311720.250000 Penalty: 5192.130371
	Iteration 0F: 3 clusters Score -3311720 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3320458.750000 Penalty: 5192.130371
	Iteration 1F: 3 clusters Score -3320459 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3320891.750000 Penalty: 5192.130371
	Iteration 2Q: 3 clusters Score -3320892 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3321253.000000 Penalty: 5192.130371
	Iteration 3Q: 3 clusters Score -3321253 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3321563.000000 Penalty: 5192.130371
	Iteration 4Q: 3 clusters Score -3321563 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3321803.500000 Penalty: 5192.130371
	Iteration 5Q: 3 clusters Score -3321804 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3322040.500000 Penalty: 5192.130371
	Iteration 6Q: 3 clusters Score -3322040 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3322283.750000 Penalty: 5192.130371
	Iteration 7Q: 3 clusters Score -3322284 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3322555.750000 Penalty: 5192.130371
	Iteration 8Q: 3 clusters Score -3322556 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3322867.500000 Penalty: 5192.130371
	Iteration 9Q: 3 clusters Score -3322868 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3323290.000000 Penalty: 5192.130371
	Iteration 10Q: 3 clusters Score -3323290 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3323893.750000 Penalty: 5192.130371
	Iteration 11Q: 3 clusters Score -3323894 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3324724.750000 Penalty: 5192.130371
	Iteration 12Q: 3 clusters Score -3324725 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3325748.750000 Penalty: 5192.130371
	Iteration 13F: 3 clusters Score -3325749 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3327015.250000 Penalty: 5192.130371
	Iteration 14F: 3 clusters Score -3327015 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3328372.250000 Penalty: 5192.130371
	Iteration 15F: 3 clusters Score -3328372 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -3329653.000000 Penalty: 5192.130371
	Iteration 16F: 3 clusters Score -3329653 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -3330734.500000 Penalty: 5192.130371
	Iteration 17Q: 3 clusters Score -3330734 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -3331644.500000 Penalty: 5192.130371
	Iteration 18Q: 3 clusters Score -3331644 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -3332344.250000 Penalty: 5192.130371
	Iteration 19Q: 3 clusters Score -3332344 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3332801.000000 Penalty: 5192.130371
	Iteration 20F: 3 clusters Score -3332801 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -3333091.000000 Penalty: 5192.130371
	Iteration 21Q: 3 clusters Score -3333091 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -3333271.250000 Penalty: 5192.130371
	Iteration 22Q: 3 clusters Score -3333271 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -3333383.000000 Penalty: 5192.130371
	Iteration 23Q: 3 clusters Score -3333383 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -3333472.000000 Penalty: 5192.130371
	Iteration 24Q: 3 clusters Score -3333472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3333527.500000 Penalty: 5192.130371
	Iteration 25Q: 3 clusters Score -3333528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3333546.250000 Penalty: 5192.130371
	Iteration 26Q: 3 clusters Score -3333546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -3333557.750000 Penalty: 5192.130371
	Iteration 27Q: 3 clusters Score -3333558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -3333571.750000 Penalty: 5192.130371
	Iteration 28Q: 3 clusters Score -3333572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -3333576.250000 Penalty: 5192.130371
	Iteration 29Q: 3 clusters Score -3333576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -3333588.250000 Penalty: 5192.130371
	Iteration 30Q: 3 clusters Score -3333588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3333593.500000 Penalty: 5192.130371
	Iteration 31Q: 3 clusters Score -3333594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3333599.500000 Penalty: 5192.130371
	Iteration 32Q: 3 clusters Score -3333600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -3333607.000000 Penalty: 5192.130371
	Iteration 33Q: 3 clusters Score -3333607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -3333615.750000 Penalty: 5192.130371
	Iteration 34Q: 3 clusters Score -3333616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3333621.750000 Penalty: 5192.130371
	Iteration 35Q: 3 clusters Score -3333622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3333621.750000 Penalty: 5192.130371
	Iteration 36F: 3 clusters Score -3333622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -442302.125000 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -442302.1 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 2431 members 
Entering Unmasked Estep 
Score: -437861.187500 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -437861.2 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -438883.437500 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -438883.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -439109.656250 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -439109.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -439248.562500 Penalty: 4215.013184
	Iteration 3F: 3 clusters Score -439248.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -439352.531250 Penalty: 4215.013184
	Iteration 4Q: 3 clusters Score -439352.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -439433.843750 Penalty: 4215.013184
	Iteration 5Q: 3 clusters Score -439433.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -439496.875000 Penalty: 4215.013184
	Iteration 6Q: 3 clusters Score -439496.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -439548.937500 Penalty: 4215.013184
	Iteration 7Q: 3 clusters Score -439548.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -439599.562500 Penalty: 4215.013184
	Iteration 8Q: 3 clusters Score -439599.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -439667.500000 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -439667.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -439744.062500 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -439744.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -439844.250000 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -439844.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -440000.437500 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -440000.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -440232.000000 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -440232 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -440556.812500 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -440556.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -440937.687500 Penalty: 4215.013184
	Iteration 15F: 3 clusters Score -440937.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -441308.468750 Penalty: 4215.013184
	Iteration 16F: 3 clusters Score -441308.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -441587.375000 Penalty: 4215.013184
	Iteration 17F: 3 clusters Score -441587.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -441796.125000 Penalty: 4215.013184
	Iteration 18F: 3 clusters Score -441796.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -441908.781250 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -441908.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -441960.406250 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -441960.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -441980.718750 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -441980.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -441993.750000 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -441993.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -442002.531250 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -442002.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -442008.843750 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -442008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -442013.937500 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -442013.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -442017.062500 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -442017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -442018.375000 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -442018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -442018.875000 Penalty: 4215.013184
	Iteration 28Q: 3 clusters Score -442018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -442018.875000 Penalty: 4215.013184
	Iteration 29F: 3 clusters Score -442018.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 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 402 members 
Entering Unmasked Estep 
Score: -65637.710938 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65637.71 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65972.210938 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -65972.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66130.640625 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -66130.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66205.062500 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -66205.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66255.625000 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -66255.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66306.570312 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -66306.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66385.796875 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66385.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66489.437500 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66489.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66727.953125 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66727.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66957.742188 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66957.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67040.328125 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -67040.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67088.773438 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -67088.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67127.601562 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -67127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67147.335938 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -67147.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67152.304688 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -67152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67160.875000 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -67160.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67172.617188 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -67172.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67177.078125 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -67177.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67178.687500 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -67178.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67186.390625 Penalty: 3329.023193
	Iteration 19F: 3 clusters Score -67186.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67314.578125 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -67314.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67316.046875 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -67316.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67316.046875 Penalty: 3329.023193
	Iteration 22F: 3 clusters Score -67316.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Entering Unmasked Estep 
Score: -994156.625000 Penalty: 2310.804199
	Iteration 0F: 2 clusters Score -994156.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -985783.375000 Penalty: 4621.608398
	Iteration 0F: 3 clusters Score -985783.4 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -988274.000000 Penalty: 4621.608398
	Iteration 1F: 3 clusters Score -988274 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -988634.750000 Penalty: 4621.608398
	Iteration 2F: 3 clusters Score -988634.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -988931.562500 Penalty: 4621.608398
	Iteration 3F: 3 clusters Score -988931.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -989208.750000 Penalty: 4621.608398
	Iteration 4Q: 3 clusters Score -989208.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -989476.250000 Penalty: 4621.608398
	Iteration 5Q: 3 clusters Score -989476.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -989769.250000 Penalty: 4621.608398
	Iteration 6Q: 3 clusters Score -989769.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -990111.500000 Penalty: 4621.608398
	Iteration 7Q: 3 clusters Score -990111.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -990465.500000 Penalty: 4621.608398
	Iteration 8Q: 3 clusters Score -990465.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -990729.812500 Penalty: 4621.608398
	Iteration 9Q: 3 clusters Score -990729.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -990948.437500 Penalty: 4621.608398
	Iteration 10Q: 3 clusters Score -990948.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -991141.687500 Penalty: 4621.608398
	Iteration 11Q: 3 clusters Score -991141.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -991321.812500 Penalty: 4621.608398
	Iteration 12Q: 3 clusters Score -991321.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -991521.937500 Penalty: 4621.608398
	Iteration 13Q: 3 clusters Score -991521.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -991738.125000 Penalty: 4621.608398
	Iteration 14Q: 3 clusters Score -991738.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -991930.812500 Penalty: 4621.608398
	Iteration 15Q: 3 clusters Score -991930.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -992128.500000 Penalty: 4621.608398
	Iteration 16Q: 3 clusters Score -992128.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -992336.062500 Penalty: 4621.608398
	Iteration 17Q: 3 clusters Score -992336.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -992509.750000 Penalty: 4621.608398
	Iteration 18Q: 3 clusters Score -992509.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -992633.937500 Penalty: 4621.608398
	Iteration 19Q: 3 clusters Score -992633.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -992721.625000 Penalty: 4621.608398
	Iteration 20F: 3 clusters Score -992721.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -992792.062500 Penalty: 4621.608398
	Iteration 21Q: 3 clusters Score -992792.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -992835.875000 Penalty: 4621.608398
	Iteration 22Q: 3 clusters Score -992835.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -992865.000000 Penalty: 4621.608398
	Iteration 23Q: 3 clusters Score -992865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -992883.875000 Penalty: 4621.608398
	Iteration 24Q: 3 clusters Score -992883.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -992900.250000 Penalty: 4621.608398
	Iteration 25Q: 3 clusters Score -992900.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -992911.562500 Penalty: 4621.608398
	Iteration 26Q: 3 clusters Score -992911.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -992918.687500 Penalty: 4621.608398
	Iteration 27Q: 3 clusters Score -992918.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -992929.437500 Penalty: 4621.608398
	Iteration 28Q: 3 clusters Score -992929.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -992936.562500 Penalty: 4621.608398
	Iteration 29Q: 3 clusters Score -992936.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -992946.062500 Penalty: 4621.608398
	Iteration 30Q: 3 clusters Score -992946.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -992955.000000 Penalty: 4621.608398
	Iteration 31Q: 3 clusters Score -992955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -992958.312500 Penalty: 4621.608398
	Iteration 32Q: 3 clusters Score -992958.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -992961.750000 Penalty: 4621.608398
	Iteration 33Q: 3 clusters Score -992961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -992962.125000 Penalty: 4621.608398
	Iteration 34Q: 3 clusters Score -992962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -992965.500000 Penalty: 4621.608398
	Iteration 35Q: 3 clusters Score -992965.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -992972.187500 Penalty: 4621.608398
	Iteration 36Q: 3 clusters Score -992972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -992978.750000 Penalty: 4621.608398
	Iteration 37Q: 3 clusters Score -992978.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -992982.937500 Penalty: 4621.608398
	Iteration 38Q: 3 clusters Score -992982.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -992986.500000 Penalty: 4621.608398
	Iteration 39Q: 3 clusters Score -992986.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -992991.250000 Penalty: 4621.608398
	Iteration 40F: 3 clusters Score -992991.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -992992.687500 Penalty: 4621.608398
	Iteration 41Q: 3 clusters Score -992992.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -992996.062500 Penalty: 4621.608398
	Iteration 42Q: 3 clusters Score -992996.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -992999.000000 Penalty: 4621.608398
	Iteration 43Q: 3 clusters Score -992999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -993002.250000 Penalty: 4621.608398
	Iteration 44Q: 3 clusters Score -993002.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -993003.125000 Penalty: 4621.608398
	Iteration 45Q: 3 clusters Score -993003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -993005.000000 Penalty: 4621.608398
	Iteration 46Q: 3 clusters Score -993005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -993004.875000 Penalty: 4621.608398
	Iteration 47Q: 3 clusters Score -993004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -993006.000000 Penalty: 4621.608398
	Iteration 48Q: 3 clusters Score -993006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -993006.312500 Penalty: 4621.608398
	Iteration 49Q: 3 clusters Score -993006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -993005.625000 Penalty: 4621.608398
	Iteration 50Q: 3 clusters Score -993005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -993005.250000 Penalty: 4621.608398
	Iteration 51Q: 3 clusters Score -993005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -993005.250000 Penalty: 4621.608398
	Iteration 52F: 3 clusters Score -993005.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Entering Unmasked Estep 
Score: -4633760.000000 Penalty: 2688.439697
	Iteration 0F: 2 clusters Score -4633760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -4599533.000000 Penalty: 5376.879395
	Iteration 0F: 3 clusters Score -4599533 nChanged 23492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -4612675.500000 Penalty: 5376.879395
	Iteration 1F: 3 clusters Score -4612676 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4613457.500000 Penalty: 5376.879395
	Iteration 2Q: 3 clusters Score -4613458 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -4614406.500000 Penalty: 5376.879395
	Iteration 3Q: 3 clusters Score -4614406 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4615530.500000 Penalty: 5376.879395
	Iteration 4Q: 3 clusters Score -4615530 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4616942.500000 Penalty: 5376.879395
	Iteration 5F: 3 clusters Score -4616942 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4618786.500000 Penalty: 5376.879395
	Iteration 6F: 3 clusters Score -4618786 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4620862.500000 Penalty: 5376.879395
	Iteration 7F: 3 clusters Score -4620862 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4622993.500000 Penalty: 5376.879395
	Iteration 8F: 3 clusters Score -4622994 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -4624915.500000 Penalty: 5376.879395
	Iteration 9F: 3 clusters Score -4624916 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4626499.500000 Penalty: 5376.879395
	Iteration 10Q: 3 clusters Score -4626500 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4627514.000000 Penalty: 5376.879395
	Iteration 11Q: 3 clusters Score -4627514 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -4628231.500000 Penalty: 5376.879395
	Iteration 12Q: 3 clusters Score -4628232 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -4628686.500000 Penalty: 5376.879395
	Iteration 13Q: 3 clusters Score -4628686 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -4629061.500000 Penalty: 5376.879395
	Iteration 14Q: 3 clusters Score -4629062 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -4629315.500000 Penalty: 5376.879395
	Iteration 15Q: 3 clusters Score -4629316 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -4629488.500000 Penalty: 5376.879395
	Iteration 16Q: 3 clusters Score -4629488 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4629641.500000 Penalty: 5376.879395
	Iteration 17Q: 3 clusters Score -4629642 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -4629767.000000 Penalty: 5376.879395
	Iteration 18Q: 3 clusters Score -4629767 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -4629898.000000 Penalty: 5376.879395
	Iteration 19Q: 3 clusters Score -4629898 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4629996.500000 Penalty: 5376.879395
	Iteration 20F: 3 clusters Score -4629996 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4630095.500000 Penalty: 5376.879395
	Iteration 21Q: 3 clusters Score -4630096 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -4630158.000000 Penalty: 5376.879395
	Iteration 22Q: 3 clusters Score -4630158 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -4630233.500000 Penalty: 5376.879395
	Iteration 23Q: 3 clusters Score -4630234 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4630320.000000 Penalty: 5376.879395
	Iteration 24Q: 3 clusters Score -4630320 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4630406.000000 Penalty: 5376.879395
	Iteration 25Q: 3 clusters Score -4630406 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4630522.500000 Penalty: 5376.879395
	Iteration 26Q: 3 clusters Score -4630522 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4630599.000000 Penalty: 5376.879395
	Iteration 27Q: 3 clusters Score -4630599 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4630694.500000 Penalty: 5376.879395
	Iteration 28Q: 3 clusters Score -4630694 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4630786.500000 Penalty: 5376.879395
	Iteration 29Q: 3 clusters Score -4630786 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4630909.000000 Penalty: 5376.879395
	Iteration 30Q: 3 clusters Score -4630909 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -4631039.500000 Penalty: 5376.879395
	Iteration 31Q: 3 clusters Score -4631040 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4631124.000000 Penalty: 5376.879395
	Iteration 32Q: 3 clusters Score -4631124 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4631225.000000 Penalty: 5376.879395
	Iteration 33Q: 3 clusters Score -4631225 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4631298.500000 Penalty: 5376.879395
	Iteration 34Q: 3 clusters Score -4631298 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4631380.000000 Penalty: 5376.879395
	Iteration 35Q: 3 clusters Score -4631380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4631457.500000 Penalty: 5376.879395
	Iteration 36Q: 3 clusters Score -4631458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4631524.500000 Penalty: 5376.879395
	Iteration 37Q: 3 clusters Score -4631524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4631582.500000 Penalty: 5376.879395
	Iteration 38Q: 3 clusters Score -4631582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4631628.000000 Penalty: 5376.879395
	Iteration 39Q: 3 clusters Score -4631628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4631680.500000 Penalty: 5376.879395
	Iteration 40F: 3 clusters Score -4631680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4631721.500000 Penalty: 5376.879395
	Iteration 41Q: 3 clusters Score -4631722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4631753.500000 Penalty: 5376.879395
	Iteration 42Q: 3 clusters Score -4631754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4631789.000000 Penalty: 5376.879395
	Iteration 43Q: 3 clusters Score -4631789 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4631805.500000 Penalty: 5376.879395
	Iteration 44Q: 3 clusters Score -4631806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4631831.500000 Penalty: 5376.879395
	Iteration 45Q: 3 clusters Score -4631832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4631845.000000 Penalty: 5376.879395
	Iteration 46Q: 3 clusters Score -4631845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4631867.000000 Penalty: 5376.879395
	Iteration 47Q: 3 clusters Score -4631867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4631871.000000 Penalty: 5376.879395
	Iteration 48Q: 3 clusters Score -4631871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4631888.000000 Penalty: 5376.879395
	Iteration 49Q: 3 clusters Score -4631888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4631890.000000 Penalty: 5376.879395
	Iteration 50Q: 3 clusters Score -4631890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4631902.000000 Penalty: 5376.879395
	Iteration 51Q: 3 clusters Score -4631902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4631908.000000 Penalty: 5376.879395
	Iteration 52Q: 3 clusters Score -4631908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4631908.500000 Penalty: 5376.879395
	Iteration 53Q: 3 clusters Score -4631908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4631912.000000 Penalty: 5376.879395
	Iteration 54Q: 3 clusters Score -4631912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4631911.500000 Penalty: 5376.879395
	Iteration 55Q: 3 clusters Score -4631912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4631916.000000 Penalty: 5376.879395
	Iteration 56Q: 3 clusters Score -4631916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4631918.000000 Penalty: 5376.879395
	Iteration 57Q: 3 clusters Score -4631918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4631930.500000 Penalty: 5376.879395
	Iteration 58Q: 3 clusters Score -4631930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4631934.500000 Penalty: 5376.879395
	Iteration 59Q: 3 clusters Score -4631934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4631943.000000 Penalty: 5376.879395
	Iteration 60F: 3 clusters Score -4631943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4631933.000000 Penalty: 5376.879395
	Iteration 61Q: 3 clusters Score -4631933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4631933.000000 Penalty: 5376.879395
	Iteration 62Q: 3 clusters Score -4631933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4631931.000000 Penalty: 5376.879395
	Iteration 63Q: 3 clusters Score -4631931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4631927.500000 Penalty: 5376.879395
	Iteration 64Q: 3 clusters Score -4631928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4631932.000000 Penalty: 5376.879395
	Iteration 65Q: 3 clusters Score -4631932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4631930.000000 Penalty: 5376.879395
	Iteration 66Q: 3 clusters Score -4631930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4631939.000000 Penalty: 5376.879395
	Iteration 67Q: 3 clusters Score -4631939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4631939.000000 Penalty: 5376.879395
	Iteration 68Q: 3 clusters Score -4631939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4631931.500000 Penalty: 5376.879395
	Iteration 69Q: 3 clusters Score -4631932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4631934.500000 Penalty: 5376.879395
	Iteration 70Q: 3 clusters Score -4631934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4631937.000000 Penalty: 5376.879395
	Iteration 71Q: 3 clusters Score -4631937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4631939.000000 Penalty: 5376.879395
	Iteration 72Q: 3 clusters Score -4631939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4631943.500000 Penalty: 5376.879395
	Iteration 73Q: 3 clusters Score -4631944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4631938.500000 Penalty: 5376.879395
	Iteration 74Q: 3 clusters Score -4631938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4631941.500000 Penalty: 5376.879395
	Iteration 75Q: 3 clusters Score -4631942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4631938.000000 Penalty: 5376.879395
	Iteration 76Q: 3 clusters Score -4631938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4631941.000000 Penalty: 5376.879395
	Iteration 77Q: 3 clusters Score -4631941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4631939.000000 Penalty: 5376.879395
	Iteration 78Q: 3 clusters Score -4631939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4631935.500000 Penalty: 5376.879395
	Iteration 79Q: 3 clusters Score -4631936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4631935.500000 Penalty: 5376.879395
	Iteration 80F: 3 clusters Score -4631936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -81270.132812 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81270.13 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -81588.390625 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81588.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81705.078125 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81705.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -81749.914062 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -81749.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -81802.398438 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -81802.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81831.781250 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -81831.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81866.960938 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -81866.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81898.945312 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -81898.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81945.312500 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -81945.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -82013.984375 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -82013.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82079.335938 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -82079.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82136.796875 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -82136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82186.031250 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -82186.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82224.781250 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -82224.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82276.914062 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -82276.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82304.085938 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -82304.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82338.750000 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -82338.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82355.382812 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -82355.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82375.562500 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -82375.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82382.476562 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -82382.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82386.976562 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -82386.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82390.054688 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -82390.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -82394.757812 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -82394.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82396.367188 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -82396.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82396.367188 Penalty: 3428.226807
	Iteration 24F: 3 clusters Score -82396.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -139568.187500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -139568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137184.437500 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -137184.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -137832.843750 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -137832.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138263.031250 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -138263 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -138684.578125 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -138684.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -139119.062500 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -139119.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139351.296875 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -139351.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139531.531250 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -139531.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139706.281250 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -139706.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -139871.203125 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -139871.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140024.781250 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -140024.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140227.781250 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -140227.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -140335.281250 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -140335.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -140366.421875 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -140366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -140383.437500 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -140383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -140396.312500 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -140396.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -140407.250000 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -140407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -140418.109375 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -140418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -140419.484375 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -140419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -140420.687500 Penalty: 3689.146484
	Iteration 18F: 3 clusters Score -140420.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -140424.859375 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -140424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -140428.078125 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -140428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35172 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 51046 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 16868 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165295 members 
Mstep: Class 22 contains 127261 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103944 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 530 members 
Entering Unmasked Estep 
Score: -93621344.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93622256.000000 to -93621344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Entering Unmasked Estep 
Score: -2211137.250000 Penalty: 2510.101562
	Iteration 0F: 2 clusters Score -2211137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2193863.500000 Penalty: 5020.203125
	Iteration 0F: 3 clusters Score -2193864 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2199918.000000 Penalty: 5020.203125
	Iteration 1F: 3 clusters Score -2199918 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2200429.000000 Penalty: 5020.203125
	Iteration 2F: 3 clusters Score -2200429 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2200857.500000 Penalty: 5020.203125
	Iteration 3Q: 3 clusters Score -2200858 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2201289.000000 Penalty: 5020.203125
	Iteration 4Q: 3 clusters Score -2201289 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2201762.250000 Penalty: 5020.203125
	Iteration 5Q: 3 clusters Score -2201762 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2202334.000000 Penalty: 5020.203125
	Iteration 6Q: 3 clusters Score -2202334 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2203000.750000 Penalty: 5020.203125
	Iteration 7Q: 3 clusters Score -2203001 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2203705.000000 Penalty: 5020.203125
	Iteration 8F: 3 clusters Score -2203705 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2204451.000000 Penalty: 5020.203125
	Iteration 9Q: 3 clusters Score -2204451 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2205166.000000 Penalty: 5020.203125
	Iteration 10Q: 3 clusters Score -2205166 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2205854.750000 Penalty: 5020.203125
	Iteration 11Q: 3 clusters Score -2205855 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2206481.250000 Penalty: 5020.203125
	Iteration 12Q: 3 clusters Score -2206481 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2206967.000000 Penalty: 5020.203125
	Iteration 13Q: 3 clusters Score -2206967 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2207343.250000 Penalty: 5020.203125
	Iteration 14Q: 3 clusters Score -2207343 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2207648.500000 Penalty: 5020.203125
	Iteration 15Q: 3 clusters Score -2207648 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2207915.000000 Penalty: 5020.203125
	Iteration 16Q: 3 clusters Score -2207915 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2208127.250000 Penalty: 5020.203125
	Iteration 17Q: 3 clusters Score -2208127 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2208291.250000 Penalty: 5020.203125
	Iteration 18Q: 3 clusters Score -2208291 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2208421.000000 Penalty: 5020.203125
	Iteration 19Q: 3 clusters Score -2208421 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2208523.250000 Penalty: 5020.203125
	Iteration 20F: 3 clusters Score -2208523 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2208616.750000 Penalty: 5020.203125
	Iteration 21Q: 3 clusters Score -2208617 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2208692.000000 Penalty: 5020.203125
	Iteration 22Q: 3 clusters Score -2208692 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2208759.500000 Penalty: 5020.203125
	Iteration 23Q: 3 clusters Score -2208760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2208816.500000 Penalty: 5020.203125
	Iteration 24Q: 3 clusters Score -2208816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2208860.250000 Penalty: 5020.203125
	Iteration 25Q: 3 clusters Score -2208860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2208888.000000 Penalty: 5020.203125
	Iteration 26Q: 3 clusters Score -2208888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2208932.000000 Penalty: 5020.203125
	Iteration 27Q: 3 clusters Score -2208932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2208967.750000 Penalty: 5020.203125
	Iteration 28Q: 3 clusters Score -2208968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2208989.000000 Penalty: 5020.203125
	Iteration 29Q: 3 clusters Score -2208989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2209012.500000 Penalty: 5020.203125
	Iteration 30Q: 3 clusters Score -2209012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2209032.250000 Penalty: 5020.203125
	Iteration 31Q: 3 clusters Score -2209032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2209052.750000 Penalty: 5020.203125
	Iteration 32Q: 3 clusters Score -2209053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2209063.750000 Penalty: 5020.203125
	Iteration 33Q: 3 clusters Score -2209064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2209072.500000 Penalty: 5020.203125
	Iteration 34Q: 3 clusters Score -2209072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2209081.500000 Penalty: 5020.203125
	Iteration 35Q: 3 clusters Score -2209082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2209098.000000 Penalty: 5020.203125
	Iteration 36Q: 3 clusters Score -2209098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2209113.750000 Penalty: 5020.203125
	Iteration 37Q: 3 clusters Score -2209114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2209106.500000 Penalty: 5020.203125
	Iteration 38Q: 3 clusters Score -2209106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2209116.000000 Penalty: 5020.203125
	Iteration 39Q: 3 clusters Score -2209116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2209117.500000 Penalty: 5020.203125
	Iteration 40F: 3 clusters Score -2209118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2209123.000000 Penalty: 5020.203125
	Iteration 41Q: 3 clusters Score -2209123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2209126.000000 Penalty: 5020.203125
	Iteration 42Q: 3 clusters Score -2209126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2209126.000000 Penalty: 5020.203125
	Iteration 43Q: 3 clusters Score -2209126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2209131.000000 Penalty: 5020.203125
	Iteration 44Q: 3 clusters Score -2209131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2209139.500000 Penalty: 5020.203125
	Iteration 45Q: 3 clusters Score -2209140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2209141.500000 Penalty: 5020.203125
	Iteration 46Q: 3 clusters Score -2209142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2209141.750000 Penalty: 5020.203125
	Iteration 47Q: 3 clusters Score -2209142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2209145.000000 Penalty: 5020.203125
	Iteration 48Q: 3 clusters Score -2209145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2209146.250000 Penalty: 5020.203125
	Iteration 49Q: 3 clusters Score -2209146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2209148.750000 Penalty: 5020.203125
	Iteration 50Q: 3 clusters Score -2209149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2209153.750000 Penalty: 5020.203125
	Iteration 51Q: 3 clusters Score -2209154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2209154.250000 Penalty: 5020.203125
	Iteration 52Q: 3 clusters Score -2209154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2209152.500000 Penalty: 5020.203125
	Iteration 53Q: 3 clusters Score -2209152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2209154.750000 Penalty: 5020.203125
	Iteration 54Q: 3 clusters Score -2209155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2209153.500000 Penalty: 5020.203125
	Iteration 55Q: 3 clusters Score -2209154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2209152.750000 Penalty: 5020.203125
	Iteration 56Q: 3 clusters Score -2209153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2209150.000000 Penalty: 5020.203125
	Iteration 57Q: 3 clusters Score -2209150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2209154.250000 Penalty: 5020.203125
	Iteration 58Q: 3 clusters Score -2209154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2209152.750000 Penalty: 5020.203125
	Iteration 59Q: 3 clusters Score -2209153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2209157.750000 Penalty: 5020.203125
	Iteration 60F: 3 clusters Score -2209158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Entering Unmasked Estep 
Score: -1212229.500000 Penalty: 2367.059814
	Iteration 0F: 2 clusters Score -1212230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1202055.375000 Penalty: 4734.119629
	Iteration 0F: 3 clusters Score -1202055 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1205470.875000 Penalty: 4734.119629
	Iteration 1F: 3 clusters Score -1205471 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1206248.500000 Penalty: 4734.119629
	Iteration 2F: 3 clusters Score -1206248 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1207228.125000 Penalty: 4734.119629
	Iteration 3F: 3 clusters Score -1207228 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1208382.625000 Penalty: 4734.119629
	Iteration 4F: 3 clusters Score -1208383 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1209475.875000 Penalty: 4734.119629
	Iteration 5F: 3 clusters Score -1209476 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1210133.125000 Penalty: 4734.119629
	Iteration 6F: 3 clusters Score -1210133 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1210450.375000 Penalty: 4734.119629
	Iteration 7Q: 3 clusters Score -1210450 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1210606.000000 Penalty: 4734.119629
	Iteration 8Q: 3 clusters Score -1210606 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1210686.875000 Penalty: 4734.119629
	Iteration 9Q: 3 clusters Score -1210687 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1210744.625000 Penalty: 4734.119629
	Iteration 10Q: 3 clusters Score -1210745 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1210787.875000 Penalty: 4734.119629
	Iteration 11Q: 3 clusters Score -1210788 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1210822.625000 Penalty: 4734.119629
	Iteration 12Q: 3 clusters Score -1210823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1210858.750000 Penalty: 4734.119629
	Iteration 13Q: 3 clusters Score -1210859 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1210887.250000 Penalty: 4734.119629
	Iteration 14Q: 3 clusters Score -1210887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1210909.125000 Penalty: 4734.119629
	Iteration 15Q: 3 clusters Score -1210909 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1210919.625000 Penalty: 4734.119629
	Iteration 16Q: 3 clusters Score -1210920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1210931.750000 Penalty: 4734.119629
	Iteration 17Q: 3 clusters Score -1210932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1210937.375000 Penalty: 4734.119629
	Iteration 18Q: 3 clusters Score -1210937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1210949.125000 Penalty: 4734.119629
	Iteration 19Q: 3 clusters Score -1210949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1210953.375000 Penalty: 4734.119629
	Iteration 20F: 3 clusters Score -1210953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1210962.375000 Penalty: 4734.119629
	Iteration 21Q: 3 clusters Score -1210962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1210963.125000 Penalty: 4734.119629
	Iteration 22Q: 3 clusters Score -1210963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1210969.500000 Penalty: 4734.119629
	Iteration 23Q: 3 clusters Score -1210970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1210976.750000 Penalty: 4734.119629
	Iteration 24Q: 3 clusters Score -1210977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1210983.375000 Penalty: 4734.119629
	Iteration 25Q: 3 clusters Score -1210983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1210987.500000 Penalty: 4734.119629
	Iteration 26Q: 3 clusters Score -1210988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1210998.000000 Penalty: 4734.119629
	Iteration 27Q: 3 clusters Score -1210998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1211001.375000 Penalty: 4734.119629
	Iteration 28Q: 3 clusters Score -1211001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1211004.250000 Penalty: 4734.119629
	Iteration 29Q: 3 clusters Score -1211004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1211011.375000 Penalty: 4734.119629
	Iteration 30Q: 3 clusters Score -1211011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1211014.750000 Penalty: 4734.119629
	Iteration 31Q: 3 clusters Score -1211015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1211020.250000 Penalty: 4734.119629
	Iteration 32Q: 3 clusters Score -1211020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1211023.000000 Penalty: 4734.119629
	Iteration 33Q: 3 clusters Score -1211023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1211026.750000 Penalty: 4734.119629
	Iteration 34Q: 3 clusters Score -1211027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1211027.625000 Penalty: 4734.119629
	Iteration 35Q: 3 clusters Score -1211028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1211028.000000 Penalty: 4734.119629
	Iteration 36Q: 3 clusters Score -1211028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1211030.000000 Penalty: 4734.119629
	Iteration 37Q: 3 clusters Score -1211030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1211032.875000 Penalty: 4734.119629
	Iteration 38Q: 3 clusters Score -1211033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1211039.625000 Penalty: 4734.119629
	Iteration 39Q: 3 clusters Score -1211040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1211046.250000 Penalty: 4734.119629
	Iteration 40F: 3 clusters Score -1211046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1211059.000000 Penalty: 4734.119629
	Iteration 41Q: 3 clusters Score -1211059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1211070.625000 Penalty: 4734.119629
	Iteration 42Q: 3 clusters Score -1211071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1211079.125000 Penalty: 4734.119629
	Iteration 43Q: 3 clusters Score -1211079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1211088.375000 Penalty: 4734.119629
	Iteration 44Q: 3 clusters Score -1211088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1211093.875000 Penalty: 4734.119629
	Iteration 45Q: 3 clusters Score -1211094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1211102.500000 Penalty: 4734.119629
	Iteration 46Q: 3 clusters Score -1211102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1211107.500000 Penalty: 4734.119629
	Iteration 47Q: 3 clusters Score -1211108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1211112.000000 Penalty: 4734.119629
	Iteration 48Q: 3 clusters Score -1211112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1211118.750000 Penalty: 4734.119629
	Iteration 49Q: 3 clusters Score -1211119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1211124.750000 Penalty: 4734.119629
	Iteration 50Q: 3 clusters Score -1211125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1211133.875000 Penalty: 4734.119629
	Iteration 51Q: 3 clusters Score -1211134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1211138.875000 Penalty: 4734.119629
	Iteration 52Q: 3 clusters Score -1211139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1211149.375000 Penalty: 4734.119629
	Iteration 53Q: 3 clusters Score -1211149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1211156.375000 Penalty: 4734.119629
	Iteration 54Q: 3 clusters Score -1211156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1211159.625000 Penalty: 4734.119629
	Iteration 55Q: 3 clusters Score -1211160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1211168.250000 Penalty: 4734.119629
	Iteration 56Q: 3 clusters Score -1211168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1211172.500000 Penalty: 4734.119629
	Iteration 57Q: 3 clusters Score -1211172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1211185.875000 Penalty: 4734.119629
	Iteration 58Q: 3 clusters Score -1211186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1211189.500000 Penalty: 4734.119629
	Iteration 59Q: 3 clusters Score -1211190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1211200.500000 Penalty: 4734.119629
	Iteration 60F: 3 clusters Score -1211200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1211201.750000 Penalty: 4734.119629
	Iteration 61Q: 3 clusters Score -1211202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1211208.125000 Penalty: 4734.119629
	Iteration 62Q: 3 clusters Score -1211208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1211208.750000 Penalty: 4734.119629
	Iteration 63Q: 3 clusters Score -1211209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1211208.000000 Penalty: 4734.119629
	Iteration 64Q: 3 clusters Score -1211208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1211214.375000 Penalty: 4734.119629
	Iteration 65Q: 3 clusters Score -1211214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1211215.125000 Penalty: 4734.119629
	Iteration 66Q: 3 clusters Score -1211215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1211216.000000 Penalty: 4734.119629
	Iteration 67Q: 3 clusters Score -1211216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1211213.500000 Penalty: 4734.119629
	Iteration 68Q: 3 clusters Score -1211214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1211216.875000 Penalty: 4734.119629
	Iteration 69Q: 3 clusters Score -1211217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1211218.250000 Penalty: 4734.119629
	Iteration 70Q: 3 clusters Score -1211218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1211219.250000 Penalty: 4734.119629
	Iteration 71Q: 3 clusters Score -1211219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1211219.750000 Penalty: 4734.119629
	Iteration 72Q: 3 clusters Score -1211220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1211220.125000 Penalty: 4734.119629
	Iteration 73Q: 3 clusters Score -1211220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1211220.125000 Penalty: 4734.119629
	Iteration 74F: 3 clusters Score -1211220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438568 members 
Entering Unmasked Estep 
Score: -40296356.000000 Penalty: 3221.834961
	Iteration 0F: 2 clusters Score -4.029636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219575 members 
Mstep: Class 2 contains 218993 members 
Entering Unmasked Estep 
Score: -40000452.000000 Penalty: 6443.669922
	Iteration 0F: 3 clusters Score -4.000045e+07 nChanged 213877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229266 members 
Mstep: Class 2 contains 209302 members 
Entering Unmasked Estep 
Score: -40129920.000000 Penalty: 6443.669922
	Iteration 1F: 3 clusters Score -4.012992e+07 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236647 members 
Mstep: Class 2 contains 201921 members 
Entering Unmasked Estep 
Score: -40132956.000000 Penalty: 6443.669922
	Iteration 2Q: 3 clusters Score -4.013296e+07 nChanged 17588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248801 members 
Mstep: Class 2 contains 189767 members 
Entering Unmasked Estep 
Score: -40139112.000000 Penalty: 6443.669922
	Iteration 3Q: 3 clusters Score -4.013911e+07 nChanged 23989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267332 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -40151680.000000 Penalty: 6443.669922
	Iteration 4F: 3 clusters Score -4.015168e+07 nChanged 31308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293160 members 
Mstep: Class 2 contains 145408 members 
Entering Unmasked Estep 
Score: -40172320.000000 Penalty: 6443.669922
	Iteration 5F: 3 clusters Score -4.017232e+07 nChanged 35978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324280 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -40199596.000000 Penalty: 6443.669922
	Iteration 6F: 3 clusters Score -4.01996e+07 nChanged 34375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355087 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -40226752.000000 Penalty: 6443.669922
	Iteration 7F: 3 clusters Score -4.022675e+07 nChanged 27874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381345 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -40249292.000000 Penalty: 6443.669922
	Iteration 8F: 3 clusters Score -4.024929e+07 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401609 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -40265064.000000 Penalty: 6443.669922
	Iteration 9Q: 3 clusters Score -4.026506e+07 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416499 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -40276976.000000 Penalty: 6443.669922
	Iteration 10Q: 3 clusters Score -4.027698e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426759 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -40284712.000000 Penalty: 6443.669922
	Iteration 11Q: 3 clusters Score -4.028471e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432735 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -40289524.000000 Penalty: 6443.669922
	Iteration 12Q: 3 clusters Score -4.028952e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435808 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -40292024.000000 Penalty: 6443.669922
	Iteration 13Q: 3 clusters Score -4.029202e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437091 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -40293064.000000 Penalty: 6443.669922
	Iteration 14Q: 3 clusters Score -4.029306e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437566 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -40293468.000000 Penalty: 6443.669922
	Iteration 15Q: 3 clusters Score -4.029347e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437743 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -40293684.000000 Penalty: 6443.669922
	Iteration 16Q: 3 clusters Score -4.029368e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437840 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -40293832.000000 Penalty: 6443.669922
	Iteration 17Q: 3 clusters Score -4.029383e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437891 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -40293932.000000 Penalty: 6443.669922
	Iteration 18Q: 3 clusters Score -4.029393e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437905 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -40293988.000000 Penalty: 6443.669922
	Iteration 19Q: 3 clusters Score -4.029399e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437904 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -40294040.000000 Penalty: 6443.669922
	Iteration 20F: 3 clusters Score -4.029404e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437914 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -40294108.000000 Penalty: 6443.669922
	Iteration 21Q: 3 clusters Score -4.029411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437907 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -40294124.000000 Penalty: 6443.669922
	Iteration 22Q: 3 clusters Score -4.029412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437905 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -40294152.000000 Penalty: 6443.669922
	Iteration 23Q: 3 clusters Score -4.029415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437901 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -40294156.000000 Penalty: 6443.669922
	Iteration 24Q: 3 clusters Score -4.029416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437898 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -40294176.000000 Penalty: 6443.669922
	Iteration 25Q: 3 clusters Score -4.029418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437892 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -40294196.000000 Penalty: 6443.669922
	Iteration 26Q: 3 clusters Score -4.02942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437895 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -40294236.000000 Penalty: 6443.669922
	Iteration 27Q: 3 clusters Score -4.029424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437900 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -40294268.000000 Penalty: 6443.669922
	Iteration 28Q: 3 clusters Score -4.029427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437900 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -40294284.000000 Penalty: 6443.669922
	Iteration 29Q: 3 clusters Score -4.029428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437909 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -40294304.000000 Penalty: 6443.669922
	Iteration 30Q: 3 clusters Score -4.02943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437912 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -40294328.000000 Penalty: 6443.669922
	Iteration 31Q: 3 clusters Score -4.029433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437914 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -40294312.000000 Penalty: 6443.669922
	Iteration 32Q: 3 clusters Score -4.029431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437911 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -40294320.000000 Penalty: 6443.669922
	Iteration 33Q: 3 clusters Score -4.029432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437903 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -40294336.000000 Penalty: 6443.669922
	Iteration 34Q: 3 clusters Score -4.029434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437891 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -40294340.000000 Penalty: 6443.669922
	Iteration 35Q: 3 clusters Score -4.029434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437886 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -40294348.000000 Penalty: 6443.669922
	Iteration 36Q: 3 clusters Score -4.029435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437885 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -40294332.000000 Penalty: 6443.669922
	Iteration 37Q: 3 clusters Score -4.029433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437886 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -40294292.000000 Penalty: 6443.669922
	Iteration 38Q: 3 clusters Score -4.029429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437881 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -40294344.000000 Penalty: 6443.669922
	Iteration 39Q: 3 clusters Score -4.029434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437880 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -40294344.000000 Penalty: 6443.669922
	Iteration 40F: 3 clusters Score -4.029434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437878 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -40294356.000000 Penalty: 6443.669922
	Iteration 41Q: 3 clusters Score -4.029436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437877 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -40294360.000000 Penalty: 6443.669922
	Iteration 42Q: 3 clusters Score -4.029436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437876 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -40294348.000000 Penalty: 6443.669922
	Iteration 43Q: 3 clusters Score -4.029435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437873 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -40294364.000000 Penalty: 6443.669922
	Iteration 44Q: 3 clusters Score -4.029436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437873 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -40294360.000000 Penalty: 6443.669922
	Iteration 45Q: 3 clusters Score -4.029436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437874 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -40294364.000000 Penalty: 6443.669922
	Iteration 46Q: 3 clusters Score -4.029436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437875 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -40294364.000000 Penalty: 6443.669922
	Iteration 47Q: 3 clusters Score -4.029436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437874 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -40294352.000000 Penalty: 6443.669922
	Iteration 48Q: 3 clusters Score -4.029435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437874 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -40294356.000000 Penalty: 6443.669922
	Iteration 49Q: 3 clusters Score -4.029436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437874 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -40294356.000000 Penalty: 6443.669922
	Iteration 50F: 3 clusters Score -4.029436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -668334.375000 Penalty: 2204.309082
	Iteration 0F: 2 clusters Score -668334.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -662370.250000 Penalty: 4408.618164
	Iteration 0F: 3 clusters Score -662370.2 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -663968.687500 Penalty: 4408.618164
	Iteration 1F: 3 clusters Score -663968.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -664244.437500 Penalty: 4408.618164
	Iteration 2F: 3 clusters Score -664244.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -664394.750000 Penalty: 4408.618164
	Iteration 3Q: 3 clusters Score -664394.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -664499.000000 Penalty: 4408.618164
	Iteration 4Q: 3 clusters Score -664499 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -664564.750000 Penalty: 4408.618164
	Iteration 5Q: 3 clusters Score -664564.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -664620.000000 Penalty: 4408.618164
	Iteration 6Q: 3 clusters Score -664620 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -664667.187500 Penalty: 4408.618164
	Iteration 7Q: 3 clusters Score -664667.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -664725.125000 Penalty: 4408.618164
	Iteration 8Q: 3 clusters Score -664725.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -664788.625000 Penalty: 4408.618164
	Iteration 9Q: 3 clusters Score -664788.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -664856.437500 Penalty: 4408.618164
	Iteration 10Q: 3 clusters Score -664856.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -664926.625000 Penalty: 4408.618164
	Iteration 11Q: 3 clusters Score -664926.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -665005.062500 Penalty: 4408.618164
	Iteration 12Q: 3 clusters Score -665005.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -665109.562500 Penalty: 4408.618164
	Iteration 13Q: 3 clusters Score -665109.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -665235.875000 Penalty: 4408.618164
	Iteration 14Q: 3 clusters Score -665235.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -665362.125000 Penalty: 4408.618164
	Iteration 15Q: 3 clusters Score -665362.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -665521.437500 Penalty: 4408.618164
	Iteration 16Q: 3 clusters Score -665521.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -665666.437500 Penalty: 4408.618164
	Iteration 17Q: 3 clusters Score -665666.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -665801.312500 Penalty: 4408.618164
	Iteration 18Q: 3 clusters Score -665801.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -665941.687500 Penalty: 4408.618164
	Iteration 19Q: 3 clusters Score -665941.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -666056.812500 Penalty: 4408.618164
	Iteration 20F: 3 clusters Score -666056.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -666138.125000 Penalty: 4408.618164
	Iteration 21Q: 3 clusters Score -666138.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -666204.250000 Penalty: 4408.618164
	Iteration 22Q: 3 clusters Score -666204.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -666255.000000 Penalty: 4408.618164
	Iteration 23Q: 3 clusters Score -666255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -666293.125000 Penalty: 4408.618164
	Iteration 24Q: 3 clusters Score -666293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -666324.375000 Penalty: 4408.618164
	Iteration 25Q: 3 clusters Score -666324.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -666352.437500 Penalty: 4408.618164
	Iteration 26Q: 3 clusters Score -666352.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -666376.312500 Penalty: 4408.618164
	Iteration 27Q: 3 clusters Score -666376.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -666401.500000 Penalty: 4408.618164
	Iteration 28Q: 3 clusters Score -666401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -666428.375000 Penalty: 4408.618164
	Iteration 29Q: 3 clusters Score -666428.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -666446.625000 Penalty: 4408.618164
	Iteration 30Q: 3 clusters Score -666446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -666453.750000 Penalty: 4408.618164
	Iteration 31Q: 3 clusters Score -666453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -666461.750000 Penalty: 4408.618164
	Iteration 32Q: 3 clusters Score -666461.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -666474.375000 Penalty: 4408.618164
	Iteration 33Q: 3 clusters Score -666474.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -666485.937500 Penalty: 4408.618164
	Iteration 34Q: 3 clusters Score -666485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -666494.375000 Penalty: 4408.618164
	Iteration 35Q: 3 clusters Score -666494.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -666502.125000 Penalty: 4408.618164
	Iteration 36Q: 3 clusters Score -666502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -666509.000000 Penalty: 4408.618164
	Iteration 37Q: 3 clusters Score -666509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -666517.312500 Penalty: 4408.618164
	Iteration 38Q: 3 clusters Score -666517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -666520.875000 Penalty: 4408.618164
	Iteration 39Q: 3 clusters Score -666520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -666523.125000 Penalty: 4408.618164
	Iteration 40F: 3 clusters Score -666523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -666527.062500 Penalty: 4408.618164
	Iteration 41Q: 3 clusters Score -666527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -666532.312500 Penalty: 4408.618164
	Iteration 42Q: 3 clusters Score -666532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -666533.312500 Penalty: 4408.618164
	Iteration 43Q: 3 clusters Score -666533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -666533.062500 Penalty: 4408.618164
	Iteration 44Q: 3 clusters Score -666533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -666535.750000 Penalty: 4408.618164
	Iteration 45Q: 3 clusters Score -666535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -666537.687500 Penalty: 4408.618164
	Iteration 46Q: 3 clusters Score -666537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -666538.250000 Penalty: 4408.618164
	Iteration 47Q: 3 clusters Score -666538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -666539.687500 Penalty: 4408.618164
	Iteration 48Q: 3 clusters Score -666539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -666540.562500 Penalty: 4408.618164
	Iteration 49Q: 3 clusters Score -666540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -666541.437500 Penalty: 4408.618164
	Iteration 50Q: 3 clusters Score -666541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -666541.437500 Penalty: 4408.618164
	Iteration 51F: 3 clusters Score -666541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Entering Unmasked Estep 
Score: -1422836.125000 Penalty: 2413.826904
	Iteration 0F: 2 clusters Score -1422836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1410751.625000 Penalty: 4827.653809
	Iteration 0F: 3 clusters Score -1410752 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1414736.000000 Penalty: 4827.653809
	Iteration 1F: 3 clusters Score -1414736 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1415150.250000 Penalty: 4827.653809
	Iteration 2F: 3 clusters Score -1415150 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1415489.750000 Penalty: 4827.653809
	Iteration 3Q: 3 clusters Score -1415490 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1415752.125000 Penalty: 4827.653809
	Iteration 4Q: 3 clusters Score -1415752 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1416016.375000 Penalty: 4827.653809
	Iteration 5Q: 3 clusters Score -1416016 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1416301.875000 Penalty: 4827.653809
	Iteration 6Q: 3 clusters Score -1416302 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1416640.625000 Penalty: 4827.653809
	Iteration 7Q: 3 clusters Score -1416641 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1417040.500000 Penalty: 4827.653809
	Iteration 8Q: 3 clusters Score -1417040 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1417485.375000 Penalty: 4827.653809
	Iteration 9Q: 3 clusters Score -1417485 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1417964.750000 Penalty: 4827.653809
	Iteration 10Q: 3 clusters Score -1417965 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1418471.000000 Penalty: 4827.653809
	Iteration 11Q: 3 clusters Score -1418471 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1418897.625000 Penalty: 4827.653809
	Iteration 12Q: 3 clusters Score -1418898 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1419196.000000 Penalty: 4827.653809
	Iteration 13Q: 3 clusters Score -1419196 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1419389.000000 Penalty: 4827.653809
	Iteration 14Q: 3 clusters Score -1419389 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1419528.375000 Penalty: 4827.653809
	Iteration 15Q: 3 clusters Score -1419528 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1419624.000000 Penalty: 4827.653809
	Iteration 16Q: 3 clusters Score -1419624 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1419691.750000 Penalty: 4827.653809
	Iteration 17Q: 3 clusters Score -1419692 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1419748.875000 Penalty: 4827.653809
	Iteration 18Q: 3 clusters Score -1419749 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1419792.500000 Penalty: 4827.653809
	Iteration 19Q: 3 clusters Score -1419792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1419836.625000 Penalty: 4827.653809
	Iteration 20F: 3 clusters Score -1419837 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1419877.000000 Penalty: 4827.653809
	Iteration 21Q: 3 clusters Score -1419877 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1419912.250000 Penalty: 4827.653809
	Iteration 22Q: 3 clusters Score -1419912 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1419941.875000 Penalty: 4827.653809
	Iteration 23Q: 3 clusters Score -1419942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1419968.125000 Penalty: 4827.653809
	Iteration 24Q: 3 clusters Score -1419968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1419995.625000 Penalty: 4827.653809
	Iteration 25Q: 3 clusters Score -1419996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1420014.375000 Penalty: 4827.653809
	Iteration 26Q: 3 clusters Score -1420014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1420033.000000 Penalty: 4827.653809
	Iteration 27Q: 3 clusters Score -1420033 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1420055.750000 Penalty: 4827.653809
	Iteration 28Q: 3 clusters Score -1420056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1420077.000000 Penalty: 4827.653809
	Iteration 29Q: 3 clusters Score -1420077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1420102.125000 Penalty: 4827.653809
	Iteration 30Q: 3 clusters Score -1420102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1420119.750000 Penalty: 4827.653809
	Iteration 31Q: 3 clusters Score -1420120 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1420147.250000 Penalty: 4827.653809
	Iteration 32Q: 3 clusters Score -1420147 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1420178.875000 Penalty: 4827.653809
	Iteration 33Q: 3 clusters Score -1420179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1420196.375000 Penalty: 4827.653809
	Iteration 34Q: 3 clusters Score -1420196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1420224.875000 Penalty: 4827.653809
	Iteration 35Q: 3 clusters Score -1420225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1420236.000000 Penalty: 4827.653809
	Iteration 36Q: 3 clusters Score -1420236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1420251.375000 Penalty: 4827.653809
	Iteration 37Q: 3 clusters Score -1420251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1420258.000000 Penalty: 4827.653809
	Iteration 38Q: 3 clusters Score -1420258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1420267.375000 Penalty: 4827.653809
	Iteration 39Q: 3 clusters Score -1420267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1420268.125000 Penalty: 4827.653809
	Iteration 40F: 3 clusters Score -1420268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1420277.500000 Penalty: 4827.653809
	Iteration 41Q: 3 clusters Score -1420278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1420279.750000 Penalty: 4827.653809
	Iteration 42Q: 3 clusters Score -1420280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1420286.375000 Penalty: 4827.653809
	Iteration 43Q: 3 clusters Score -1420286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1420292.625000 Penalty: 4827.653809
	Iteration 44Q: 3 clusters Score -1420293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1420297.000000 Penalty: 4827.653809
	Iteration 45Q: 3 clusters Score -1420297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1420304.125000 Penalty: 4827.653809
	Iteration 46Q: 3 clusters Score -1420304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1420306.875000 Penalty: 4827.653809
	Iteration 47Q: 3 clusters Score -1420307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1420308.875000 Penalty: 4827.653809
	Iteration 48Q: 3 clusters Score -1420309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1420310.500000 Penalty: 4827.653809
	Iteration 49Q: 3 clusters Score -1420310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1420311.000000 Penalty: 4827.653809
	Iteration 50Q: 3 clusters Score -1420311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1420315.375000 Penalty: 4827.653809
	Iteration 51Q: 3 clusters Score -1420315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1420315.375000 Penalty: 4827.653809
	Iteration 52Q: 3 clusters Score -1420315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1420320.250000 Penalty: 4827.653809
	Iteration 53Q: 3 clusters Score -1420320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1420317.875000 Penalty: 4827.653809
	Iteration 54Q: 3 clusters Score -1420318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1420325.625000 Penalty: 4827.653809
	Iteration 55Q: 3 clusters Score -1420326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1420332.125000 Penalty: 4827.653809
	Iteration 56Q: 3 clusters Score -1420332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1420332.875000 Penalty: 4827.653809
	Iteration 57Q: 3 clusters Score -1420333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1420333.250000 Penalty: 4827.653809
	Iteration 58Q: 3 clusters Score -1420333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1420332.625000 Penalty: 4827.653809
	Iteration 59Q: 3 clusters Score -1420333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1420335.750000 Penalty: 4827.653809
	Iteration 60F: 3 clusters Score -1420336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1420334.375000 Penalty: 4827.653809
	Iteration 61Q: 3 clusters Score -1420334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1420339.250000 Penalty: 4827.653809
	Iteration 62Q: 3 clusters Score -1420339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1420340.250000 Penalty: 4827.653809
	Iteration 63Q: 3 clusters Score -1420340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1420338.000000 Penalty: 4827.653809
	Iteration 64Q: 3 clusters Score -1420338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1420339.500000 Penalty: 4827.653809
	Iteration 65Q: 3 clusters Score -1420340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1420341.125000 Penalty: 4827.653809
	Iteration 66Q: 3 clusters Score -1420341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1420339.625000 Penalty: 4827.653809
	Iteration 67Q: 3 clusters Score -1420340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1420340.750000 Penalty: 4827.653809
	Iteration 68Q: 3 clusters Score -1420341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1420342.125000 Penalty: 4827.653809
	Iteration 69Q: 3 clusters Score -1420342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1420341.875000 Penalty: 4827.653809
	Iteration 70Q: 3 clusters Score -1420342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1420342.125000 Penalty: 4827.653809
	Iteration 71Q: 3 clusters Score -1420342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1420343.750000 Penalty: 4827.653809
	Iteration 72Q: 3 clusters Score -1420344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1420344.125000 Penalty: 4827.653809
	Iteration 73Q: 3 clusters Score -1420344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1420342.875000 Penalty: 4827.653809
	Iteration 74Q: 3 clusters Score -1420343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1420342.250000 Penalty: 4827.653809
	Iteration 75Q: 3 clusters Score -1420342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1420341.500000 Penalty: 4827.653809
	Iteration 76Q: 3 clusters Score -1420342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1420340.250000 Penalty: 4827.653809
	Iteration 77Q: 3 clusters Score -1420340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1420341.500000 Penalty: 4827.653809
	Iteration 78Q: 3 clusters Score -1420342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1420340.625000 Penalty: 4827.653809
	Iteration 79Q: 3 clusters Score -1420341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1420343.750000 Penalty: 4827.653809
	Iteration 80F: 3 clusters Score -1420344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1420342.125000 Penalty: 4827.653809
	Iteration 81Q: 3 clusters Score -1420342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1420342.375000 Penalty: 4827.653809
	Iteration 82Q: 3 clusters Score -1420342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1420344.500000 Penalty: 4827.653809
	Iteration 83Q: 3 clusters Score -1420344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1420345.500000 Penalty: 4827.653809
	Iteration 84Q: 3 clusters Score -1420346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1420346.125000 Penalty: 4827.653809
	Iteration 85Q: 3 clusters Score -1420346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1420343.750000 Penalty: 4827.653809
	Iteration 86Q: 3 clusters Score -1420344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1420348.125000 Penalty: 4827.653809
	Iteration 87Q: 3 clusters Score -1420348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1420351.250000 Penalty: 4827.653809
	Iteration 88Q: 3 clusters Score -1420351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1420349.500000 Penalty: 4827.653809
	Iteration 89Q: 3 clusters Score -1420350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1420351.250000 Penalty: 4827.653809
	Iteration 90Q: 3 clusters Score -1420351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1420349.125000 Penalty: 4827.653809
	Iteration 91Q: 3 clusters Score -1420349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1420348.375000 Penalty: 4827.653809
	Iteration 92Q: 3 clusters Score -1420348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1420348.375000 Penalty: 4827.653809
	Iteration 93F: 3 clusters Score -1420348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Entering Unmasked Estep 
Score: -1372492.250000 Penalty: 2395.651855
	Iteration 0F: 2 clusters Score -1372492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1361148.375000 Penalty: 4791.303711
	Iteration 0F: 3 clusters Score -1361148 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1364699.125000 Penalty: 4791.303711
	Iteration 1F: 3 clusters Score -1364699 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1365092.875000 Penalty: 4791.303711
	Iteration 2F: 3 clusters Score -1365093 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1365408.125000 Penalty: 4791.303711
	Iteration 3Q: 3 clusters Score -1365408 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1365733.875000 Penalty: 4791.303711
	Iteration 4Q: 3 clusters Score -1365734 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1366129.375000 Penalty: 4791.303711
	Iteration 5Q: 3 clusters Score -1366129 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1366620.125000 Penalty: 4791.303711
	Iteration 6F: 3 clusters Score -1366620 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1367237.125000 Penalty: 4791.303711
	Iteration 7F: 3 clusters Score -1367237 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1367975.500000 Penalty: 4791.303711
	Iteration 8F: 3 clusters Score -1367976 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1368652.750000 Penalty: 4791.303711
	Iteration 9F: 3 clusters Score -1368653 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1369195.625000 Penalty: 4791.303711
	Iteration 10Q: 3 clusters Score -1369196 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1369549.500000 Penalty: 4791.303711
	Iteration 11Q: 3 clusters Score -1369550 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1369802.375000 Penalty: 4791.303711
	Iteration 12Q: 3 clusters Score -1369802 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1369991.750000 Penalty: 4791.303711
	Iteration 13Q: 3 clusters Score -1369992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1370123.000000 Penalty: 4791.303711
	Iteration 14Q: 3 clusters Score -1370123 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1370203.000000 Penalty: 4791.303711
	Iteration 15Q: 3 clusters Score -1370203 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1370257.000000 Penalty: 4791.303711
	Iteration 16Q: 3 clusters Score -1370257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1370284.625000 Penalty: 4791.303711
	Iteration 17Q: 3 clusters Score -1370285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1370310.000000 Penalty: 4791.303711
	Iteration 18Q: 3 clusters Score -1370310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1370343.625000 Penalty: 4791.303711
	Iteration 19Q: 3 clusters Score -1370344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1370369.375000 Penalty: 4791.303711
	Iteration 20F: 3 clusters Score -1370369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1370388.375000 Penalty: 4791.303711
	Iteration 21Q: 3 clusters Score -1370388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1370405.625000 Penalty: 4791.303711
	Iteration 22Q: 3 clusters Score -1370406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1370409.500000 Penalty: 4791.303711
	Iteration 23Q: 3 clusters Score -1370410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1370411.625000 Penalty: 4791.303711
	Iteration 24Q: 3 clusters Score -1370412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1370414.750000 Penalty: 4791.303711
	Iteration 25Q: 3 clusters Score -1370415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1370416.000000 Penalty: 4791.303711
	Iteration 26Q: 3 clusters Score -1370416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1370417.875000 Penalty: 4791.303711
	Iteration 27Q: 3 clusters Score -1370418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1370419.250000 Penalty: 4791.303711
	Iteration 28Q: 3 clusters Score -1370419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1370419.250000 Penalty: 4791.303711
	Iteration 29Q: 3 clusters Score -1370419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1370419.375000 Penalty: 4791.303711
	Iteration 30Q: 3 clusters Score -1370419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1370420.375000 Penalty: 4791.303711
	Iteration 31Q: 3 clusters Score -1370420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1370420.375000 Penalty: 4791.303711
	Iteration 32F: 3 clusters Score -1370420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -419115.875000 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -419115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -414734.375000 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -414734.4 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -415841.843750 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -415841.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -416067.562500 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -416067.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -416225.968750 Penalty: 4202.624023
	Iteration 3F: 3 clusters Score -416226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -416327.281250 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -416327.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -416399.343750 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -416399.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -416468.187500 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -416468.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -416521.531250 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -416521.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -416584.687500 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -416584.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -416668.156250 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -416668.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -416742.531250 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -416742.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -416811.875000 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -416811.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -416867.656250 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -416867.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -416929.406250 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -416929.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -416987.375000 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -416987.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -417042.156250 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -417042.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -417079.718750 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -417079.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -417120.718750 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -417120.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -417155.625000 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -417155.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -417182.531250 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -417182.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -417206.718750 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -417206.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -417230.718750 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -417230.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -417254.843750 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -417254.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -417274.468750 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -417274.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -417287.406250 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -417287.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -417298.843750 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -417298.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -417308.375000 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -417308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -417315.281250 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -417315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -417317.718750 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -417317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -417319.656250 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -417319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -417319.656250 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -417319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -417319.718750 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -417319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -417319.718750 Penalty: 4202.624023
	Iteration 32F: 3 clusters Score -417319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Entering Unmasked Estep 
Score: -14799348.000000 Penalty: 2979.840820
	Iteration 0F: 2 clusters Score -1.479935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -14688541.000000 Penalty: 5959.681641
	Iteration 0F: 3 clusters Score -1.468854e+07 nChanged 79449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 84632 members 
Entering Unmasked Estep 
Score: -14734581.000000 Penalty: 5959.681641
	Iteration 1F: 3 clusters Score -1.473458e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -14735864.000000 Penalty: 5959.681641
	Iteration 2Q: 3 clusters Score -1.473586e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -14737371.000000 Penalty: 5959.681641
	Iteration 3Q: 3 clusters Score -1.473737e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -14739638.000000 Penalty: 5959.681641
	Iteration 4Q: 3 clusters Score -1.473964e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -14743147.000000 Penalty: 5959.681641
	Iteration 5Q: 3 clusters Score -1.474315e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 100222 members 
Entering Unmasked Estep 
Score: -14748777.000000 Penalty: 5959.681641
	Iteration 6F: 3 clusters Score -1.474878e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 108039 members 
Entering Unmasked Estep 
Score: -14756801.000000 Penalty: 5959.681641
	Iteration 7F: 3 clusters Score -1.47568e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 116474 members 
Entering Unmasked Estep 
Score: -14765686.000000 Penalty: 5959.681641
	Iteration 8F: 3 clusters Score -1.476569e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -14773034.000000 Penalty: 5959.681641
	Iteration 9F: 3 clusters Score -1.477303e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 129708 members 
Entering Unmasked Estep 
Score: -14778062.000000 Penalty: 5959.681641
	Iteration 10Q: 3 clusters Score -1.477806e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -14781434.000000 Penalty: 5959.681641
	Iteration 11Q: 3 clusters Score -1.478143e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -14783880.000000 Penalty: 5959.681641
	Iteration 12Q: 3 clusters Score -1.478388e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 141899 members 
Entering Unmasked Estep 
Score: -14785701.000000 Penalty: 5959.681641
	Iteration 13Q: 3 clusters Score -1.47857e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -14787330.000000 Penalty: 5959.681641
	Iteration 14Q: 3 clusters Score -1.478733e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 147842 members 
Entering Unmasked Estep 
Score: -14788617.000000 Penalty: 5959.681641
	Iteration 15Q: 3 clusters Score -1.478862e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 150403 members 
Entering Unmasked Estep 
Score: -14789876.000000 Penalty: 5959.681641
	Iteration 16Q: 3 clusters Score -1.478988e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -14790939.000000 Penalty: 5959.681641
	Iteration 17Q: 3 clusters Score -1.479094e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -14791951.000000 Penalty: 5959.681641
	Iteration 18Q: 3 clusters Score -1.479195e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -14792880.000000 Penalty: 5959.681641
	Iteration 19Q: 3 clusters Score -1.479288e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 157945 members 
Entering Unmasked Estep 
Score: -14793598.000000 Penalty: 5959.681641
	Iteration 20F: 3 clusters Score -1.47936e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -14794273.000000 Penalty: 5959.681641
	Iteration 21Q: 3 clusters Score -1.479427e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 160259 members 
Entering Unmasked Estep 
Score: -14794885.000000 Penalty: 5959.681641
	Iteration 22Q: 3 clusters Score -1.479488e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 161160 members 
Entering Unmasked Estep 
Score: -14795423.000000 Penalty: 5959.681641
	Iteration 23Q: 3 clusters Score -1.479542e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 161857 members 
Entering Unmasked Estep 
Score: -14795803.000000 Penalty: 5959.681641
	Iteration 24Q: 3 clusters Score -1.47958e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 162378 members 
Entering Unmasked Estep 
Score: -14796140.000000 Penalty: 5959.681641
	Iteration 25Q: 3 clusters Score -1.479614e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 162755 members 
Entering Unmasked Estep 
Score: -14796296.000000 Penalty: 5959.681641
	Iteration 26Q: 3 clusters Score -1.47963e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 163053 members 
Entering Unmasked Estep 
Score: -14796431.000000 Penalty: 5959.681641
	Iteration 27Q: 3 clusters Score -1.479643e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -14796474.000000 Penalty: 5959.681641
	Iteration 28Q: 3 clusters Score -1.479647e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -14796591.000000 Penalty: 5959.681641
	Iteration 29Q: 3 clusters Score -1.479659e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -14796634.000000 Penalty: 5959.681641
	Iteration 30Q: 3 clusters Score -1.479663e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 163717 members 
Entering Unmasked Estep 
Score: -14796685.000000 Penalty: 5959.681641
	Iteration 31Q: 3 clusters Score -1.479668e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
Score: -14796692.000000 Penalty: 5959.681641
	Iteration 32Q: 3 clusters Score -1.479669e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -14796726.000000 Penalty: 5959.681641
	Iteration 33Q: 3 clusters Score -1.479673e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -14796776.000000 Penalty: 5959.681641
	Iteration 34Q: 3 clusters Score -1.479678e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -14796799.000000 Penalty: 5959.681641
	Iteration 35Q: 3 clusters Score -1.47968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -14796799.000000 Penalty: 5959.681641
	Iteration 36Q: 3 clusters Score -1.47968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -14796801.000000 Penalty: 5959.681641
	Iteration 37Q: 3 clusters Score -1.47968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -14796824.000000 Penalty: 5959.681641
	Iteration 38Q: 3 clusters Score -1.479682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 164093 members 
Entering Unmasked Estep 
Score: -14796846.000000 Penalty: 5959.681641
	Iteration 39Q: 3 clusters Score -1.479685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 164115 members 
Entering Unmasked Estep 
Score: -14796850.000000 Penalty: 5959.681641
	Iteration 40F: 3 clusters Score -1.479685e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -14796853.000000 Penalty: 5959.681641
	Iteration 41Q: 3 clusters Score -1.479685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -14796867.000000 Penalty: 5959.681641
	Iteration 42Q: 3 clusters Score -1.479687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -14796865.000000 Penalty: 5959.681641
	Iteration 43Q: 3 clusters Score -1.479686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -14796858.000000 Penalty: 5959.681641
	Iteration 44Q: 3 clusters Score -1.479686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -14796863.000000 Penalty: 5959.681641
	Iteration 45Q: 3 clusters Score -1.479686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 164207 members 
Entering Unmasked Estep 
Score: -14796857.000000 Penalty: 5959.681641
	Iteration 46Q: 3 clusters Score -1.479686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 164222 members 
Entering Unmasked Estep 
Score: -14796876.000000 Penalty: 5959.681641
	Iteration 47Q: 3 clusters Score -1.479688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 164237 members 
Entering Unmasked Estep 
Score: -14796898.000000 Penalty: 5959.681641
	Iteration 48Q: 3 clusters Score -1.47969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -14796907.000000 Penalty: 5959.681641
	Iteration 49Q: 3 clusters Score -1.479691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 164249 members 
Entering Unmasked Estep 
Score: -14796911.000000 Penalty: 5959.681641
	Iteration 50Q: 3 clusters Score -1.479691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 164254 members 
Entering Unmasked Estep 
Score: -14796899.000000 Penalty: 5959.681641
	Iteration 51Q: 3 clusters Score -1.47969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 164261 members 
Entering Unmasked Estep 
Score: -14796916.000000 Penalty: 5959.681641
	Iteration 52Q: 3 clusters Score -1.479692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -14796924.000000 Penalty: 5959.681641
	Iteration 53Q: 3 clusters Score -1.479692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -14796913.000000 Penalty: 5959.681641
	Iteration 54Q: 3 clusters Score -1.479691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -14796910.000000 Penalty: 5959.681641
	Iteration 55Q: 3 clusters Score -1.479691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 164269 members 
Entering Unmasked Estep 
Score: -14796915.000000 Penalty: 5959.681641
	Iteration 56Q: 3 clusters Score -1.479692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 164273 members 
Entering Unmasked Estep 
Score: -14796910.000000 Penalty: 5959.681641
	Iteration 57Q: 3 clusters Score -1.479691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 164274 members 
Entering Unmasked Estep 
Score: -14796915.000000 Penalty: 5959.681641
	Iteration 58Q: 3 clusters Score -1.479692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -14796939.000000 Penalty: 5959.681641
	Iteration 59Q: 3 clusters Score -1.479694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 164281 members 
Entering Unmasked Estep 
Score: -14796927.000000 Penalty: 5959.681641
	Iteration 60F: 3 clusters Score -1.479693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 164283 members 
Entering Unmasked Estep 
Score: -14796927.000000 Penalty: 5959.681641
	Iteration 61Q: 3 clusters Score -1.479693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -14796933.000000 Penalty: 5959.681641
	Iteration 62Q: 3 clusters Score -1.479693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -14796931.000000 Penalty: 5959.681641
	Iteration 63Q: 3 clusters Score -1.479693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -14796931.000000 Penalty: 5959.681641
	Iteration 64F: 3 clusters Score -1.479693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Entering Unmasked Estep 
Score: -11660411.000000 Penalty: 2914.990723
	Iteration 0F: 2 clusters Score -1.166041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -11575405.000000 Penalty: 5829.981445
	Iteration 0F: 3 clusters Score -1.15754e+07 nChanged 60514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -11609977.000000 Penalty: 5829.981445
	Iteration 1F: 3 clusters Score -1.160998e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -11610872.000000 Penalty: 5829.981445
	Iteration 2Q: 3 clusters Score -1.161087e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -11612061.000000 Penalty: 5829.981445
	Iteration 3Q: 3 clusters Score -1.161206e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -11614111.000000 Penalty: 5829.981445
	Iteration 4Q: 3 clusters Score -1.161411e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -11617658.000000 Penalty: 5829.981445
	Iteration 5F: 3 clusters Score -1.161766e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -11623909.000000 Penalty: 5829.981445
	Iteration 6F: 3 clusters Score -1.162391e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -11633633.000000 Penalty: 5829.981445
	Iteration 7F: 3 clusters Score -1.163363e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -11644630.000000 Penalty: 5829.981445
	Iteration 8F: 3 clusters Score -1.164463e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121799 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -11652724.000000 Penalty: 5829.981445
	Iteration 9F: 3 clusters Score -1.165272e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -11656182.000000 Penalty: 5829.981445
	Iteration 10Q: 3 clusters Score -1.165618e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11657205.000000 Penalty: 5829.981445
	Iteration 11Q: 3 clusters Score -1.16572e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11657539.000000 Penalty: 5829.981445
	Iteration 12Q: 3 clusters Score -1.165754e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126928 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11657646.000000 Penalty: 5829.981445
	Iteration 13Q: 3 clusters Score -1.165765e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126967 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11657731.000000 Penalty: 5829.981445
	Iteration 14Q: 3 clusters Score -1.165773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126983 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11657759.000000 Penalty: 5829.981445
	Iteration 15Q: 3 clusters Score -1.165776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126995 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11657792.000000 Penalty: 5829.981445
	Iteration 16Q: 3 clusters Score -1.165779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11657796.000000 Penalty: 5829.981445
	Iteration 17Q: 3 clusters Score -1.16578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11657800.000000 Penalty: 5829.981445
	Iteration 18Q: 3 clusters Score -1.16578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11657800.000000 Penalty: 5829.981445
	Iteration 19Q: 3 clusters Score -1.16578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127004 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11657802.000000 Penalty: 5829.981445
	Iteration 20F: 3 clusters Score -1.16578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11657803.000000 Penalty: 5829.981445
	Iteration 21Q: 3 clusters Score -1.16578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11657803.000000 Penalty: 5829.981445
	Iteration 22F: 3 clusters Score -1.16578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -126831.898438 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126831.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -127311.468750 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127311.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127533.343750 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127533.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127813.875000 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -127813.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128180.343750 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -128180.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -128703.320312 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -128703.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -129057.398438 Penalty: 3656.882324
	Iteration 6F: 3 clusters Score -129057.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129349.242188 Penalty: 3656.882324
	Iteration 7F: 3 clusters Score -129349.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -129639.054688 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -129639.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129805.179688 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -129805.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129916.250000 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -129916.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -130032.390625 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -130032.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -130082.765625 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -130082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -130085.867188 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -130085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -130087.250000 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -130087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130087.523438 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -130087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130087.523438 Penalty: 3656.882324
	Iteration 16F: 3 clusters Score -130087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35172 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 51046 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 16868 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165295 members 
Mstep: Class 22 contains 127261 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103944 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
Score: -93621184.000000 Penalty: 99725.210938
Splitting cluster 23 changes total score from -93622256.000000 to -93621184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -27464.541016 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -27464.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26200.349609 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -26200.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26501.583984 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -26501.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26557.488281 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -26557.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26597.050781 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -26597.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26603.017578 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -26603.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26610.433594 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -26610.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26620.250000 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -26620.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26620.250000 Penalty: 2923.623779
	Iteration 7F: 3 clusters Score -26620.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (103944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Entering Unmasked Estep 
Score: -9583161.000000 Penalty: 2864.798584
	Iteration 0F: 2 clusters Score -9583161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -9513380.000000 Penalty: 5729.597168
	Iteration 0F: 3 clusters Score -9513380 nChanged 49264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -9541622.000000 Penalty: 5729.597168
	Iteration 1F: 3 clusters Score -9541622 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -9542581.000000 Penalty: 5729.597168
	Iteration 2Q: 3 clusters Score -9542581 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -9543759.000000 Penalty: 5729.597168
	Iteration 3Q: 3 clusters Score -9543759 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -9545673.000000 Penalty: 5729.597168
	Iteration 4Q: 3 clusters Score -9545673 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -9548694.000000 Penalty: 5729.597168
	Iteration 5F: 3 clusters Score -9548694 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -9553725.000000 Penalty: 5729.597168
	Iteration 6F: 3 clusters Score -9553725 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -9560798.000000 Penalty: 5729.597168
	Iteration 7F: 3 clusters Score -9560798 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -9568706.000000 Penalty: 5729.597168
	Iteration 8F: 3 clusters Score -9568706 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -9575049.000000 Penalty: 5729.597168
	Iteration 9F: 3 clusters Score -9575049 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -9578400.000000 Penalty: 5729.597168
	Iteration 10Q: 3 clusters Score -9578400 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 102716 members 
Entering Unmasked Estep 
Score: -9579708.000000 Penalty: 5729.597168
	Iteration 11Q: 3 clusters Score -9579708 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -9580217.000000 Penalty: 5729.597168
	Iteration 12Q: 3 clusters Score -9580217 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -9580407.000000 Penalty: 5729.597168
	Iteration 13Q: 3 clusters Score -9580407 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 103505 members 
Entering Unmasked Estep 
Score: -9580504.000000 Penalty: 5729.597168
	Iteration 14Q: 3 clusters Score -9580504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -9580563.000000 Penalty: 5729.597168
	Iteration 15Q: 3 clusters Score -9580563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 103564 members 
Entering Unmasked Estep 
Score: -9580601.000000 Penalty: 5729.597168
	Iteration 16Q: 3 clusters Score -9580601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -9580626.000000 Penalty: 5729.597168
	Iteration 17Q: 3 clusters Score -9580626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -9580644.000000 Penalty: 5729.597168
	Iteration 18Q: 3 clusters Score -9580644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 103597 members 
Entering Unmasked Estep 
Score: -9580657.000000 Penalty: 5729.597168
	Iteration 19Q: 3 clusters Score -9580657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -9580667.000000 Penalty: 5729.597168
	Iteration 20F: 3 clusters Score -9580667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 103608 members 
Entering Unmasked Estep 
Score: -9580678.000000 Penalty: 5729.597168
	Iteration 21Q: 3 clusters Score -9580678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
Score: -9580687.000000 Penalty: 5729.597168
	Iteration 22Q: 3 clusters Score -9580687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -9580683.000000 Penalty: 5729.597168
	Iteration 23Q: 3 clusters Score -9580683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -9580690.000000 Penalty: 5729.597168
	Iteration 24Q: 3 clusters Score -9580690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -9580691.000000 Penalty: 5729.597168
	Iteration 25Q: 3 clusters Score -9580691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -9580698.000000 Penalty: 5729.597168
	Iteration 26Q: 3 clusters Score -9580698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -9580707.000000 Penalty: 5729.597168
	Iteration 27Q: 3 clusters Score -9580707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -9580710.000000 Penalty: 5729.597168
	Iteration 28Q: 3 clusters Score -9580710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -9580711.000000 Penalty: 5729.597168
	Iteration 29Q: 3 clusters Score -9580711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -9580706.000000 Penalty: 5729.597168
	Iteration 30Q: 3 clusters Score -9580706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -9580705.000000 Penalty: 5729.597168
	Iteration 31Q: 3 clusters Score -9580705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 103633 members 
Entering Unmasked Estep 
Score: -9580711.000000 Penalty: 5729.597168
	Iteration 32Q: 3 clusters Score -9580711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -9580718.000000 Penalty: 5729.597168
	Iteration 33Q: 3 clusters Score -9580718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -9580718.000000 Penalty: 5729.597168
	Iteration 34F: 3 clusters Score -9580718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15149.475586 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15149.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15218.517578 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15218.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15237.805664 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15237.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15242.120117 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -15242.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15254.501953 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -15254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15262.700195 Penalty: 2684.176270
	Iteration 5Q: 3 clusters Score -15262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15262.700195 Penalty: 2684.176270
	Iteration 6F: 3 clusters Score -15262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43007.347656 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -43007.35 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43391.910156 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43391.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43581.976562 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43581.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43725.343750 Penalty: 3156.916504
	Iteration 3F: 3 clusters Score -43725.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43820.429688 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43820.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43872.917969 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43872.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43900.765625 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43900.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43914.304688 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -43914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43923.292969 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -43923.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43943.453125 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -43943.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43950.121094 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -43950.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43950.121094 Penalty: 3156.916504
	Iteration 11F: 3 clusters Score -43950.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -26227.580078 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -26227.58 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 161 members 
Entering Unmasked Estep 
Score: -24892.320312 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -24892.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25189.166016 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -25189.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25321.410156 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -25321.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25387.314453 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -25387.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25470.750000 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -25470.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25482.099609 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -25482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25496.921875 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -25496.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25504.865234 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -25504.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25517.126953 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -25517.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25533.222656 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -25533.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25543.015625 Penalty: 2947.628662
	Iteration 10Q: 3 clusters Score -25543.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25545.488281 Penalty: 2947.628662
	Iteration 11Q: 3 clusters Score -25545.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25547.597656 Penalty: 2947.628662
	Iteration 12Q: 3 clusters Score -25547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25547.597656 Penalty: 2947.628662
	Iteration 13F: 3 clusters Score -25547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35172 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 51046 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 16868 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165295 members 
Mstep: Class 22 contains 127261 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103944 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622192.000000 Penalty: 96286.414062
Iteration 279Q: 29 clusters Score -9.362219e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35172 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11136 members 
Mstep: Class 11 contains 51058 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438567 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 16867 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165289 members 
Mstep: Class 22 contains 127313 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103892 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622136.000000 Penalty: 96286.414062
Iteration 280F: 29 clusters Score -9.362214e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35172 members 
Mstep: Class 8 contains 4901 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11137 members 
Mstep: Class 11 contains 51077 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24871 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438566 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 16864 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165282 members 
Mstep: Class 22 contains 127368 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103832 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622064.000000 Penalty: 96286.414062
Iteration 281Q: 29 clusters Score -9.362206e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35172 members 
Mstep: Class 8 contains 4901 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 51096 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24872 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438566 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 16862 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165277 members 
Mstep: Class 22 contains 127434 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103754 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622032.000000 Penalty: 96286.414062
Iteration 282Q: 29 clusters Score -9.362203e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35171 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11142 members 
Mstep: Class 11 contains 51105 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24873 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438566 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 16858 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165275 members 
Mstep: Class 22 contains 127502 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103684 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622104.000000 Penalty: 96286.414062
Iteration 283Q: 29 clusters Score -9.36221e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35170 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11144 members 
Mstep: Class 11 contains 51119 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438562 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 16856 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165271 members 
Mstep: Class 22 contains 127565 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103623 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622016.000000 Penalty: 96286.414062
Iteration 284Q: 29 clusters Score -9.362202e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 51133 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24872 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438561 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 16858 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 165268 members 
Mstep: Class 22 contains 127619 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103561 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622000.000000 Penalty: 96286.414062
Iteration 285Q: 29 clusters Score -9.3622e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 51146 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438563 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 16859 members 
Mstep: Class 19 contains 15665 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 165260 members 
Mstep: Class 22 contains 127670 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103500 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621984.000000 Penalty: 96286.414062
Iteration 286Q: 29 clusters Score -9.362198e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 51163 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438562 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 16860 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165250 members 
Mstep: Class 22 contains 127719 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103437 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621968.000000 Penalty: 96286.414062
Iteration 287Q: 29 clusters Score -9.362197e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4901 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 51178 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24872 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438559 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 16862 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165243 members 
Mstep: Class 22 contains 127796 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103346 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621944.000000 Penalty: 96286.414062
Iteration 288Q: 29 clusters Score -9.362194e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 51197 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24873 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438556 members 
Mstep: Class 17 contains 7233 members 
Mstep: Class 18 contains 16861 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 165241 members 
Mstep: Class 22 contains 127865 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103266 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621952.000000 Penalty: 96286.414062
Iteration 289Q: 29 clusters Score -9.362195e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 51219 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24875 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438555 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 16861 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 165238 members 
Mstep: Class 22 contains 127940 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103176 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621864.000000 Penalty: 96286.414062
Iteration 290Q: 29 clusters Score -9.362186e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 51239 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24875 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438553 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 16859 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 165236 members 
Mstep: Class 22 contains 128011 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103088 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621864.000000 Penalty: 96286.414062
Iteration 291Q: 29 clusters Score -9.362186e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51263 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438551 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16859 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 165233 members 
Mstep: Class 22 contains 128075 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 103005 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621880.000000 Penalty: 96286.414062
Iteration 292Q: 29 clusters Score -9.362188e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 51284 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24876 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438548 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 16861 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 165233 members 
Mstep: Class 22 contains 128136 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102931 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621848.000000 Penalty: 96286.414062
Iteration 293Q: 29 clusters Score -9.362185e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 51293 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 16861 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 165233 members 
Mstep: Class 22 contains 128190 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102870 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621904.000000 Penalty: 96286.414062
Iteration 294Q: 29 clusters Score -9.36219e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4880 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 51309 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 16860 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 165233 members 
Mstep: Class 22 contains 128241 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102811 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621856.000000 Penalty: 96286.414062
Iteration 295Q: 29 clusters Score -9.362186e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 51329 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16858 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 165224 members 
Mstep: Class 22 contains 128291 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102752 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621864.000000 Penalty: 96286.414062
Iteration 296Q: 29 clusters Score -9.362186e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4877 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 51348 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16858 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 165213 members 
Mstep: Class 22 contains 128338 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102694 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621952.000000 Penalty: 96286.414062
Iteration 297Q: 29 clusters Score -9.362195e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4875 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 51370 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16857 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 165201 members 
Mstep: Class 22 contains 128384 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102642 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621888.000000 Penalty: 96286.414062
Iteration 298Q: 29 clusters Score -9.362189e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 51390 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16855 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4779 members 
Mstep: Class 21 contains 165196 members 
Mstep: Class 22 contains 128423 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102597 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621864.000000 Penalty: 96286.414062
Iteration 299Q: 29 clusters Score -9.362186e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51404 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16855 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4778 members 
Mstep: Class 21 contains 165190 members 
Mstep: Class 22 contains 128471 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102548 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621840.000000 Penalty: 96286.414062
Iteration 300F: 29 clusters Score -9.362184e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51414 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16852 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 165186 members 
Mstep: Class 22 contains 128520 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102498 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621848.000000 Penalty: 96286.414062
Iteration 301Q: 29 clusters Score -9.362185e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51429 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24887 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16855 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 165176 members 
Mstep: Class 22 contains 128564 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102451 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621888.000000 Penalty: 96286.414062
Iteration 302Q: 29 clusters Score -9.362189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51449 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 16853 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 165160 members 
Mstep: Class 22 contains 128606 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102406 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621984.000000 Penalty: 96286.414062
Iteration 303Q: 29 clusters Score -9.362198e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51465 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438552 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 16851 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 165146 members 
Mstep: Class 22 contains 128650 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102360 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621936.000000 Penalty: 96286.414062
Iteration 304Q: 29 clusters Score -9.362194e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4855 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51477 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438551 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 16851 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 165141 members 
Mstep: Class 22 contains 128688 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102317 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621904.000000 Penalty: 96286.414062
Iteration 305Q: 29 clusters Score -9.36219e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4855 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51483 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438553 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 16849 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 165138 members 
Mstep: Class 22 contains 128738 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102262 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621872.000000 Penalty: 96286.414062
Iteration 306Q: 29 clusters Score -9.362187e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4855 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51495 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438551 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 16851 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 165133 members 
Mstep: Class 22 contains 128785 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102211 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621848.000000 Penalty: 96286.414062
Iteration 307Q: 29 clusters Score -9.362185e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51505 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 16854 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 165128 members 
Mstep: Class 22 contains 128833 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102159 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621880.000000 Penalty: 96286.414062
Iteration 308Q: 29 clusters Score -9.362188e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51515 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 16855 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 165123 members 
Mstep: Class 22 contains 128889 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102111 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621752.000000 Penalty: 96286.414062
Iteration 309Q: 29 clusters Score -9.362175e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 51528 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 16854 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4774 members 
Mstep: Class 21 contains 165113 members 
Mstep: Class 22 contains 128940 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102066 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621816.000000 Penalty: 96286.414062
Iteration 310Q: 29 clusters Score -9.362182e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11150 members 
Mstep: Class 11 contains 51538 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 16852 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4773 members 
Mstep: Class 21 contains 165113 members 
Mstep: Class 22 contains 128992 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 102010 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621920.000000 Penalty: 96286.414062
Iteration 311Q: 29 clusters Score -9.362192e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35167 members 
Mstep: Class 8 contains 4848 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 51549 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 16850 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4773 members 
Mstep: Class 21 contains 165114 members 
Mstep: Class 22 contains 129031 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101959 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621856.000000 Penalty: 96286.414062
Iteration 312Q: 29 clusters Score -9.362186e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35167 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51553 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 16851 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 4773 members 
Mstep: Class 21 contains 165108 members 
Mstep: Class 22 contains 129075 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101917 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621856.000000 Penalty: 96286.414062
Iteration 313Q: 29 clusters Score -9.362186e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51554 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7215 members 
Mstep: Class 18 contains 16853 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4773 members 
Mstep: Class 21 contains 165106 members 
Mstep: Class 22 contains 129128 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101866 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621776.000000 Penalty: 96286.414062
Iteration 314Q: 29 clusters Score -9.362178e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4839 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51562 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7213 members 
Mstep: Class 18 contains 16856 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4773 members 
Mstep: Class 21 contains 165094 members 
Mstep: Class 22 contains 129185 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101815 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621712.000000 Penalty: 96286.414062
Iteration 315Q: 29 clusters Score -9.362171e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51568 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 16854 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4772 members 
Mstep: Class 21 contains 165094 members 
Mstep: Class 22 contains 129243 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101762 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621792.000000 Penalty: 96286.414062
Iteration 316Q: 29 clusters Score -9.362179e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51583 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 16851 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 165093 members 
Mstep: Class 22 contains 129296 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101703 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621776.000000 Penalty: 96286.414062
Iteration 317Q: 29 clusters Score -9.362178e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4824 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51601 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 16850 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4768 members 
Mstep: Class 21 contains 165089 members 
Mstep: Class 22 contains 129346 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101644 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621736.000000 Penalty: 96286.414062
Iteration 318Q: 29 clusters Score -9.362174e+07 nChanged 104
Entering ConstructFrom: 
Score: -93621736.000000 Penalty: 96286.414062
Entering ConstructFrom: 
Trying to split cluster 1 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -28595.917969 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -28595.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27355.339844 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -27355.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27699.068359 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -27699.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27907.505859 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -27907.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28057.470703 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -28057.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28187.107422 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -28187.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28292.582031 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -28292.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28306.179688 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -28306.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28328.095703 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -28328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28328.095703 Penalty: 2947.628662
	Iteration 8F: 3 clusters Score -28328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106586.937500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -106586.9 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 643 members 
Entering Unmasked Estep 
Score: -104425.226562 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -104425.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104741.125000 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -104741.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -104867.273438 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -104867.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -104971.515625 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -104971.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -105060.453125 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -105060.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105157.304688 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -105157.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105292.148438 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -105292.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105470.898438 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -105470.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -105641.343750 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -105641.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -105767.039062 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -105767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105814.367188 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -105814.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105841.039062 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -105841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -105865.367188 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -105865.4 nChanged 17
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: -105888.289062 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -105888.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -105913.265625 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -105913.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105947.171875 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -105947.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -105996.859375 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -105996.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106053.468750 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -106053.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106082.203125 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -106082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106100.937500 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -106100.9 nChanged 18
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: -106136.187500 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -106136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106164.390625 Penalty: 3544.408447
	Iteration 21Q: 3 clusters Score -106164.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106187.328125 Penalty: 3544.408447
	Iteration 22Q: 3 clusters Score -106187.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106215.382812 Penalty: 3544.408447
	Iteration 23Q: 3 clusters Score -106215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -106251.914062 Penalty: 3544.408447
	Iteration 24Q: 3 clusters Score -106251.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -106278.507812 Penalty: 3544.408447
	Iteration 25Q: 3 clusters Score -106278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -106285.164062 Penalty: 3544.408447
	Iteration 26Q: 3 clusters Score -106285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -106289.148438 Penalty: 3544.408447
	Iteration 27Q: 3 clusters Score -106289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106292.054688 Penalty: 3544.408447
	Iteration 28Q: 3 clusters Score -106292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106292.054688 Penalty: 3544.408447
	Iteration 29F: 3 clusters Score -106292.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -574384.937500 Penalty: 2178.662109
	Iteration 0F: 2 clusters Score -574384.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -568893.937500 Penalty: 4357.324219
	Iteration 0F: 3 clusters Score -568893.9 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -570210.125000 Penalty: 4357.324219
	Iteration 1F: 3 clusters Score -570210.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -570459.812500 Penalty: 4357.324219
	Iteration 2F: 3 clusters Score -570459.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -570631.500000 Penalty: 4357.324219
	Iteration 3F: 3 clusters Score -570631.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -570729.312500 Penalty: 4357.324219
	Iteration 4Q: 3 clusters Score -570729.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -570793.875000 Penalty: 4357.324219
	Iteration 5Q: 3 clusters Score -570793.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -570855.000000 Penalty: 4357.324219
	Iteration 6Q: 3 clusters Score -570855 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -570907.625000 Penalty: 4357.324219
	Iteration 7Q: 3 clusters Score -570907.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -570946.875000 Penalty: 4357.324219
	Iteration 8Q: 3 clusters Score -570946.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -570977.312500 Penalty: 4357.324219
	Iteration 9Q: 3 clusters Score -570977.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -571005.625000 Penalty: 4357.324219
	Iteration 10Q: 3 clusters Score -571005.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -571026.562500 Penalty: 4357.324219
	Iteration 11Q: 3 clusters Score -571026.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -571048.875000 Penalty: 4357.324219
	Iteration 12Q: 3 clusters Score -571048.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -571078.375000 Penalty: 4357.324219
	Iteration 13Q: 3 clusters Score -571078.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -571111.687500 Penalty: 4357.324219
	Iteration 14Q: 3 clusters Score -571111.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -571141.812500 Penalty: 4357.324219
	Iteration 15Q: 3 clusters Score -571141.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -571166.500000 Penalty: 4357.324219
	Iteration 16Q: 3 clusters Score -571166.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -571195.250000 Penalty: 4357.324219
	Iteration 17Q: 3 clusters Score -571195.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -571218.812500 Penalty: 4357.324219
	Iteration 18Q: 3 clusters Score -571218.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -571245.000000 Penalty: 4357.324219
	Iteration 19Q: 3 clusters Score -571245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -571267.250000 Penalty: 4357.324219
	Iteration 20F: 3 clusters Score -571267.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -571299.687500 Penalty: 4357.324219
	Iteration 21Q: 3 clusters Score -571299.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -571334.750000 Penalty: 4357.324219
	Iteration 22Q: 3 clusters Score -571334.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -571381.500000 Penalty: 4357.324219
	Iteration 23Q: 3 clusters Score -571381.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -571426.750000 Penalty: 4357.324219
	Iteration 24Q: 3 clusters Score -571426.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -571467.250000 Penalty: 4357.324219
	Iteration 25Q: 3 clusters Score -571467.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -571516.875000 Penalty: 4357.324219
	Iteration 26Q: 3 clusters Score -571516.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -571568.562500 Penalty: 4357.324219
	Iteration 27Q: 3 clusters Score -571568.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -571621.562500 Penalty: 4357.324219
	Iteration 28Q: 3 clusters Score -571621.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -571682.187500 Penalty: 4357.324219
	Iteration 29Q: 3 clusters Score -571682.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -571747.625000 Penalty: 4357.324219
	Iteration 30Q: 3 clusters Score -571747.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -571817.875000 Penalty: 4357.324219
	Iteration 31Q: 3 clusters Score -571817.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -571874.500000 Penalty: 4357.324219
	Iteration 32Q: 3 clusters Score -571874.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -571932.312500 Penalty: 4357.324219
	Iteration 33Q: 3 clusters Score -571932.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -571993.562500 Penalty: 4357.324219
	Iteration 34Q: 3 clusters Score -571993.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -572047.562500 Penalty: 4357.324219
	Iteration 35Q: 3 clusters Score -572047.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -572104.062500 Penalty: 4357.324219
	Iteration 36Q: 3 clusters Score -572104.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -572153.500000 Penalty: 4357.324219
	Iteration 37Q: 3 clusters Score -572153.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -572192.937500 Penalty: 4357.324219
	Iteration 38Q: 3 clusters Score -572192.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -572232.312500 Penalty: 4357.324219
	Iteration 39Q: 3 clusters Score -572232.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -572266.500000 Penalty: 4357.324219
	Iteration 40F: 3 clusters Score -572266.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -572298.875000 Penalty: 4357.324219
	Iteration 41Q: 3 clusters Score -572298.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -572327.562500 Penalty: 4357.324219
	Iteration 42Q: 3 clusters Score -572327.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -572348.937500 Penalty: 4357.324219
	Iteration 43Q: 3 clusters Score -572348.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -572367.000000 Penalty: 4357.324219
	Iteration 44Q: 3 clusters Score -572367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -572382.687500 Penalty: 4357.324219
	Iteration 45Q: 3 clusters Score -572382.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -572399.375000 Penalty: 4357.324219
	Iteration 46Q: 3 clusters Score -572399.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -572421.937500 Penalty: 4357.324219
	Iteration 47Q: 3 clusters Score -572421.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -572431.312500 Penalty: 4357.324219
	Iteration 48Q: 3 clusters Score -572431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -572438.625000 Penalty: 4357.324219
	Iteration 49Q: 3 clusters Score -572438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -572445.250000 Penalty: 4357.324219
	Iteration 50Q: 3 clusters Score -572445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -572455.312500 Penalty: 4357.324219
	Iteration 51Q: 3 clusters Score -572455.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -572461.437500 Penalty: 4357.324219
	Iteration 52Q: 3 clusters Score -572461.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -572465.812500 Penalty: 4357.324219
	Iteration 53Q: 3 clusters Score -572465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -572470.437500 Penalty: 4357.324219
	Iteration 54Q: 3 clusters Score -572470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -572475.937500 Penalty: 4357.324219
	Iteration 55Q: 3 clusters Score -572475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -572477.000000 Penalty: 4357.324219
	Iteration 56Q: 3 clusters Score -572477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -572479.750000 Penalty: 4357.324219
	Iteration 57Q: 3 clusters Score -572479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -572481.437500 Penalty: 4357.324219
	Iteration 58Q: 3 clusters Score -572481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -572482.062500 Penalty: 4357.324219
	Iteration 59Q: 3 clusters Score -572482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -572482.062500 Penalty: 4357.324219
	Iteration 60F: 3 clusters Score -572482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -531871.625000 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -531871.6 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 2793 members 
Entering Unmasked Estep 
Score: -526903.125000 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -526903.1 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -528139.250000 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -528139.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -528387.000000 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -528387 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -528546.937500 Penalty: 4292.553711
	Iteration 3F: 3 clusters Score -528546.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -528675.125000 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -528675.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -528796.125000 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -528796.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -528907.562500 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -528907.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -528989.500000 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -528989.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -529054.687500 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -529054.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -529108.625000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -529108.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -529161.250000 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -529161.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -529195.687500 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -529195.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -529221.812500 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -529221.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -529245.687500 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -529245.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -529264.687500 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -529264.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -529288.875000 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -529288.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -529311.687500 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -529311.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -529332.062500 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -529332.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -529355.375000 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -529355.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -529381.250000 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -529381.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -529411.187500 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -529411.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -529437.750000 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -529437.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -529462.062500 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -529462.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -529487.687500 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -529487.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -529525.062500 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -529525.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -529576.875000 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -529576.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -529616.375000 Penalty: 4292.553711
	Iteration 26Q: 3 clusters Score -529616.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -529654.750000 Penalty: 4292.553711
	Iteration 27Q: 3 clusters Score -529654.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -529683.687500 Penalty: 4292.553711
	Iteration 28Q: 3 clusters Score -529683.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -529706.875000 Penalty: 4292.553711
	Iteration 29Q: 3 clusters Score -529706.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -529725.625000 Penalty: 4292.553711
	Iteration 30Q: 3 clusters Score -529725.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -529742.375000 Penalty: 4292.553711
	Iteration 31Q: 3 clusters Score -529742.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -529761.187500 Penalty: 4292.553711
	Iteration 32Q: 3 clusters Score -529761.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -529784.500000 Penalty: 4292.553711
	Iteration 33Q: 3 clusters Score -529784.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -529807.000000 Penalty: 4292.553711
	Iteration 34Q: 3 clusters Score -529807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -529828.437500 Penalty: 4292.553711
	Iteration 35Q: 3 clusters Score -529828.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -529852.562500 Penalty: 4292.553711
	Iteration 36Q: 3 clusters Score -529852.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -529873.812500 Penalty: 4292.553711
	Iteration 37Q: 3 clusters Score -529873.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -529892.875000 Penalty: 4292.553711
	Iteration 38Q: 3 clusters Score -529892.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -529908.187500 Penalty: 4292.553711
	Iteration 39Q: 3 clusters Score -529908.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -529921.375000 Penalty: 4292.553711
	Iteration 40F: 3 clusters Score -529921.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -529934.625000 Penalty: 4292.553711
	Iteration 41Q: 3 clusters Score -529934.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -529950.062500 Penalty: 4292.553711
	Iteration 42Q: 3 clusters Score -529950.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -529970.000000 Penalty: 4292.553711
	Iteration 43Q: 3 clusters Score -529970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -529983.562500 Penalty: 4292.553711
	Iteration 44Q: 3 clusters Score -529983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -529992.625000 Penalty: 4292.553711
	Iteration 45Q: 3 clusters Score -529992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -529995.937500 Penalty: 4292.553711
	Iteration 46Q: 3 clusters Score -529995.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -530001.375000 Penalty: 4292.553711
	Iteration 47Q: 3 clusters Score -530001.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -530007.437500 Penalty: 4292.553711
	Iteration 48Q: 3 clusters Score -530007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -530011.437500 Penalty: 4292.553711
	Iteration 49Q: 3 clusters Score -530011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -530014.375000 Penalty: 4292.553711
	Iteration 50Q: 3 clusters Score -530014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -530014.062500 Penalty: 4292.553711
	Iteration 51Q: 3 clusters Score -530014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -530016.437500 Penalty: 4292.553711
	Iteration 52Q: 3 clusters Score -530016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -530016.437500 Penalty: 4292.553711
	Iteration 53F: 3 clusters Score -530016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -492876.250000 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -492876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -487834.000000 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -487834 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -489037.593750 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -489037.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -489326.437500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -489326.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -489512.593750 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -489512.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -489634.312500 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -489634.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -489733.875000 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -489733.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -489833.875000 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -489833.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -489926.218750 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -489926.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -490008.531250 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -490008.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -490088.093750 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -490088.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -490178.187500 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -490178.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -490273.343750 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -490273.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -490366.937500 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -490366.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -490480.343750 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -490480.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -490594.531250 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -490594.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -490707.125000 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -490707.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -490829.718750 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -490829.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -490975.312500 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -490975.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -491120.250000 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -491120.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -491264.812500 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -491264.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -491401.875000 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -491401.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -491512.750000 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -491512.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -491582.093750 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -491582.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -491621.562500 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -491621.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -491653.750000 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -491653.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -491678.531250 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -491678.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -491703.156250 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -491703.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -491715.218750 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -491715.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -491722.406250 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -491722.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -491729.500000 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -491729.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -491736.125000 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -491736.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -491740.500000 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -491740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -491743.843750 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -491743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -491744.906250 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -491744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -491748.718750 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -491748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -491749.656250 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -491749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -491751.843750 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -491751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -491753.718750 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -491753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -491757.625000 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -491757.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -491759.718750 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -491759.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -491761.406250 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -491761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -491763.750000 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -491763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -491763.718750 Penalty: 4298.315430
	Iteration 42Q: 3 clusters Score -491763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -491763.875000 Penalty: 4298.315430
	Iteration 43Q: 3 clusters Score -491763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -491764.312500 Penalty: 4298.315430
	Iteration 44Q: 3 clusters Score -491764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -491764.250000 Penalty: 4298.315430
	Iteration 45Q: 3 clusters Score -491764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -491766.687500 Penalty: 4298.315430
	Iteration 46Q: 3 clusters Score -491766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -491767.312500 Penalty: 4298.315430
	Iteration 47Q: 3 clusters Score -491767.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -491768.718750 Penalty: 4298.315430
	Iteration 48Q: 3 clusters Score -491768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -491769.875000 Penalty: 4298.315430
	Iteration 49Q: 3 clusters Score -491769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -491769.281250 Penalty: 4298.315430
	Iteration 50Q: 3 clusters Score -491769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -491769.687500 Penalty: 4298.315430
	Iteration 51Q: 3 clusters Score -491769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -491770.812500 Penalty: 4298.315430
	Iteration 52Q: 3 clusters Score -491770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -491770.812500 Penalty: 4298.315430
	Iteration 53F: 3 clusters Score -491770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -413033.281250 Penalty: 2101.571045
	Iteration 0F: 2 clusters Score -413033.3 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 2380 members 
Entering Unmasked Estep 
Score: -408658.406250 Penalty: 4203.142090
	Iteration 0F: 3 clusters Score -408658.4 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -409748.031250 Penalty: 4203.142090
	Iteration 1F: 3 clusters Score -409748 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -409940.093750 Penalty: 4203.142090
	Iteration 2F: 3 clusters Score -409940.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -410054.062500 Penalty: 4203.142090
	Iteration 3Q: 3 clusters Score -410054.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -410122.968750 Penalty: 4203.142090
	Iteration 4Q: 3 clusters Score -410123 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -410179.968750 Penalty: 4203.142090
	Iteration 5Q: 3 clusters Score -410180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -410230.718750 Penalty: 4203.142090
	Iteration 6Q: 3 clusters Score -410230.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -410268.437500 Penalty: 4203.142090
	Iteration 7Q: 3 clusters Score -410268.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -410303.562500 Penalty: 4203.142090
	Iteration 8Q: 3 clusters Score -410303.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -410328.093750 Penalty: 4203.142090
	Iteration 9Q: 3 clusters Score -410328.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -410355.875000 Penalty: 4203.142090
	Iteration 10Q: 3 clusters Score -410355.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -410382.906250 Penalty: 4203.142090
	Iteration 11Q: 3 clusters Score -410382.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -410410.468750 Penalty: 4203.142090
	Iteration 12Q: 3 clusters Score -410410.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -410434.125000 Penalty: 4203.142090
	Iteration 13Q: 3 clusters Score -410434.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -410454.781250 Penalty: 4203.142090
	Iteration 14Q: 3 clusters Score -410454.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -410487.531250 Penalty: 4203.142090
	Iteration 15Q: 3 clusters Score -410487.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -410519.250000 Penalty: 4203.142090
	Iteration 16Q: 3 clusters Score -410519.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -410553.187500 Penalty: 4203.142090
	Iteration 17Q: 3 clusters Score -410553.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -410593.593750 Penalty: 4203.142090
	Iteration 18Q: 3 clusters Score -410593.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -410638.468750 Penalty: 4203.142090
	Iteration 19Q: 3 clusters Score -410638.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -410678.093750 Penalty: 4203.142090
	Iteration 20F: 3 clusters Score -410678.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -410727.031250 Penalty: 4203.142090
	Iteration 21Q: 3 clusters Score -410727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -410762.843750 Penalty: 4203.142090
	Iteration 22Q: 3 clusters Score -410762.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -410789.250000 Penalty: 4203.142090
	Iteration 23Q: 3 clusters Score -410789.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -410816.531250 Penalty: 4203.142090
	Iteration 24Q: 3 clusters Score -410816.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -410849.156250 Penalty: 4203.142090
	Iteration 25Q: 3 clusters Score -410849.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -410885.718750 Penalty: 4203.142090
	Iteration 26Q: 3 clusters Score -410885.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -410924.750000 Penalty: 4203.142090
	Iteration 27Q: 3 clusters Score -410924.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -410956.812500 Penalty: 4203.142090
	Iteration 28Q: 3 clusters Score -410956.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -410975.843750 Penalty: 4203.142090
	Iteration 29Q: 3 clusters Score -410975.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -410997.500000 Penalty: 4203.142090
	Iteration 30Q: 3 clusters Score -410997.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -411014.656250 Penalty: 4203.142090
	Iteration 31Q: 3 clusters Score -411014.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -411029.031250 Penalty: 4203.142090
	Iteration 32Q: 3 clusters Score -411029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -411051.937500 Penalty: 4203.142090
	Iteration 33Q: 3 clusters Score -411051.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -411075.687500 Penalty: 4203.142090
	Iteration 34Q: 3 clusters Score -411075.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -411093.218750 Penalty: 4203.142090
	Iteration 35Q: 3 clusters Score -411093.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -411106.468750 Penalty: 4203.142090
	Iteration 36Q: 3 clusters Score -411106.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -411115.937500 Penalty: 4203.142090
	Iteration 37Q: 3 clusters Score -411115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -411122.406250 Penalty: 4203.142090
	Iteration 38Q: 3 clusters Score -411122.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -411125.468750 Penalty: 4203.142090
	Iteration 39Q: 3 clusters Score -411125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -411130.593750 Penalty: 4203.142090
	Iteration 40F: 3 clusters Score -411130.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -411138.812500 Penalty: 4203.142090
	Iteration 41Q: 3 clusters Score -411138.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -411145.968750 Penalty: 4203.142090
	Iteration 42Q: 3 clusters Score -411146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -411154.156250 Penalty: 4203.142090
	Iteration 43Q: 3 clusters Score -411154.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -411162.468750 Penalty: 4203.142090
	Iteration 44Q: 3 clusters Score -411162.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -411167.625000 Penalty: 4203.142090
	Iteration 45Q: 3 clusters Score -411167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -411172.812500 Penalty: 4203.142090
	Iteration 46Q: 3 clusters Score -411172.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -411179.062500 Penalty: 4203.142090
	Iteration 47Q: 3 clusters Score -411179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -411185.562500 Penalty: 4203.142090
	Iteration 48Q: 3 clusters Score -411185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -411194.500000 Penalty: 4203.142090
	Iteration 49Q: 3 clusters Score -411194.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -411200.187500 Penalty: 4203.142090
	Iteration 50Q: 3 clusters Score -411200.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -411205.812500 Penalty: 4203.142090
	Iteration 51Q: 3 clusters Score -411205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -411209.187500 Penalty: 4203.142090
	Iteration 52Q: 3 clusters Score -411209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -411212.687500 Penalty: 4203.142090
	Iteration 53Q: 3 clusters Score -411212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -411213.906250 Penalty: 4203.142090
	Iteration 54Q: 3 clusters Score -411213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -411213.906250 Penalty: 4203.142090
	Iteration 55F: 3 clusters Score -411213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Entering Unmasked Estep 
Score: -3335208.750000 Penalty: 2596.023193
	Iteration 0F: 2 clusters Score -3335209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3311289.000000 Penalty: 5192.046387
	Iteration 0F: 3 clusters Score -3311289 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3320010.500000 Penalty: 5192.046387
	Iteration 1F: 3 clusters Score -3320010 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3320458.750000 Penalty: 5192.046387
	Iteration 2Q: 3 clusters Score -3320459 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3320845.750000 Penalty: 5192.046387
	Iteration 3Q: 3 clusters Score -3320846 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3321243.750000 Penalty: 5192.046387
	Iteration 4Q: 3 clusters Score -3321244 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3321639.000000 Penalty: 5192.046387
	Iteration 5Q: 3 clusters Score -3321639 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3322023.750000 Penalty: 5192.046387
	Iteration 6Q: 3 clusters Score -3322024 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3322371.250000 Penalty: 5192.046387
	Iteration 7Q: 3 clusters Score -3322371 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3322783.250000 Penalty: 5192.046387
	Iteration 8Q: 3 clusters Score -3322783 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3323293.750000 Penalty: 5192.046387
	Iteration 9Q: 3 clusters Score -3323294 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3323902.750000 Penalty: 5192.046387
	Iteration 10Q: 3 clusters Score -3323903 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3324663.500000 Penalty: 5192.046387
	Iteration 11Q: 3 clusters Score -3324664 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3325588.750000 Penalty: 5192.046387
	Iteration 12F: 3 clusters Score -3325589 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3326652.250000 Penalty: 5192.046387
	Iteration 13F: 3 clusters Score -3326652 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3327728.000000 Penalty: 5192.046387
	Iteration 14F: 3 clusters Score -3327728 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3328746.000000 Penalty: 5192.046387
	Iteration 15Q: 3 clusters Score -3328746 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3329674.250000 Penalty: 5192.046387
	Iteration 16Q: 3 clusters Score -3329674 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3330524.000000 Penalty: 5192.046387
	Iteration 17Q: 3 clusters Score -3330524 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3331295.250000 Penalty: 5192.046387
	Iteration 18Q: 3 clusters Score -3331295 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -3331857.500000 Penalty: 5192.046387
	Iteration 19Q: 3 clusters Score -3331858 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3332274.250000 Penalty: 5192.046387
	Iteration 20F: 3 clusters Score -3332274 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -3332549.750000 Penalty: 5192.046387
	Iteration 21Q: 3 clusters Score -3332550 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -3332724.000000 Penalty: 5192.046387
	Iteration 22Q: 3 clusters Score -3332724 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3332848.250000 Penalty: 5192.046387
	Iteration 23Q: 3 clusters Score -3332848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -3332931.000000 Penalty: 5192.046387
	Iteration 24Q: 3 clusters Score -3332931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3332970.000000 Penalty: 5192.046387
	Iteration 25Q: 3 clusters Score -3332970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -3332997.000000 Penalty: 5192.046387
	Iteration 26Q: 3 clusters Score -3332997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -3333017.000000 Penalty: 5192.046387
	Iteration 27Q: 3 clusters Score -3333017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -3333024.750000 Penalty: 5192.046387
	Iteration 28Q: 3 clusters Score -3333025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -3333032.000000 Penalty: 5192.046387
	Iteration 29Q: 3 clusters Score -3333032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -3333029.250000 Penalty: 5192.046387
	Iteration 30Q: 3 clusters Score -3333029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -3333034.750000 Penalty: 5192.046387
	Iteration 31Q: 3 clusters Score -3333035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -3333042.250000 Penalty: 5192.046387
	Iteration 32Q: 3 clusters Score -3333042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3333036.250000 Penalty: 5192.046387
	Iteration 33Q: 3 clusters Score -3333036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3333035.250000 Penalty: 5192.046387
	Iteration 34Q: 3 clusters Score -3333035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -3333040.250000 Penalty: 5192.046387
	Iteration 35Q: 3 clusters Score -3333040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3333042.750000 Penalty: 5192.046387
	Iteration 36Q: 3 clusters Score -3333043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -3333044.500000 Penalty: 5192.046387
	Iteration 37Q: 3 clusters Score -3333044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3333044.750000 Penalty: 5192.046387
	Iteration 38Q: 3 clusters Score -3333045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -3333044.250000 Penalty: 5192.046387
	Iteration 39Q: 3 clusters Score -3333044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -3333043.750000 Penalty: 5192.046387
	Iteration 40F: 3 clusters Score -3333044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -3333043.250000 Penalty: 5192.046387
	Iteration 41Q: 3 clusters Score -3333043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -3333046.000000 Penalty: 5192.046387
	Iteration 42Q: 3 clusters Score -3333046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -3333046.000000 Penalty: 5192.046387
	Iteration 43F: 3 clusters Score -3333046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -434430.437500 Penalty: 2103.119873
	Iteration 0F: 2 clusters Score -434430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -430086.437500 Penalty: 4206.239746
	Iteration 0F: 3 clusters Score -430086.4 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -431186.125000 Penalty: 4206.239746
	Iteration 1F: 3 clusters Score -431186.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -431448.062500 Penalty: 4206.239746
	Iteration 2F: 3 clusters Score -431448.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -431701.625000 Penalty: 4206.239746
	Iteration 3F: 3 clusters Score -431701.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -432075.687500 Penalty: 4206.239746
	Iteration 4F: 3 clusters Score -432075.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -432627.875000 Penalty: 4206.239746
	Iteration 5F: 3 clusters Score -432627.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -433223.468750 Penalty: 4206.239746
	Iteration 6F: 3 clusters Score -433223.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -433638.687500 Penalty: 4206.239746
	Iteration 7F: 3 clusters Score -433638.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -433882.937500 Penalty: 4206.239746
	Iteration 8F: 3 clusters Score -433882.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -433979.000000 Penalty: 4206.239746
	Iteration 9Q: 3 clusters Score -433979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -434020.031250 Penalty: 4206.239746
	Iteration 10Q: 3 clusters Score -434020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -434043.812500 Penalty: 4206.239746
	Iteration 11Q: 3 clusters Score -434043.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -434059.468750 Penalty: 4206.239746
	Iteration 12Q: 3 clusters Score -434059.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -434070.093750 Penalty: 4206.239746
	Iteration 13Q: 3 clusters Score -434070.1 nChanged 30
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: -434080.062500 Penalty: 4206.239746
	Iteration 14Q: 3 clusters Score -434080.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -434087.250000 Penalty: 4206.239746
	Iteration 15Q: 3 clusters Score -434087.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -434092.125000 Penalty: 4206.239746
	Iteration 16Q: 3 clusters Score -434092.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -434093.656250 Penalty: 4206.239746
	Iteration 17Q: 3 clusters Score -434093.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -434095.000000 Penalty: 4206.239746
	Iteration 18Q: 3 clusters Score -434095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -434094.250000 Penalty: 4206.239746
	Iteration 19Q: 3 clusters Score -434094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -434094.906250 Penalty: 4206.239746
	Iteration 20F: 3 clusters Score -434094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65628.390625 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65628.39 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66124.171875 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -66124.17 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -66333.398438 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -66333.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -66453.054688 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -66453.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -66535.781250 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -66535.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -66598.359375 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -66598.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66635.828125 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66635.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66669.781250 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66669.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -66700.953125 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66700.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -66728.687500 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66728.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66748.851562 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -66748.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -66773.867188 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -66773.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -66800.367188 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -66800.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66825.093750 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -66825.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -66835.851562 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -66835.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -66841.914062 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -66841.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -66851.375000 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -66851.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66855.359375 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -66855.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -66861.109375 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -66861.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -66861.109375 Penalty: 3329.023193
	Iteration 19F: 3 clusters Score -66861.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -995830.062500 Penalty: 2311.204834
	Iteration 0F: 2 clusters Score -995830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -987360.500000 Penalty: 4622.409668
	Iteration 0F: 3 clusters Score -987360.5 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -989853.437500 Penalty: 4622.409668
	Iteration 1F: 3 clusters Score -989853.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -990169.937500 Penalty: 4622.409668
	Iteration 2F: 3 clusters Score -990169.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -990411.687500 Penalty: 4622.409668
	Iteration 3F: 3 clusters Score -990411.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -990616.812500 Penalty: 4622.409668
	Iteration 4Q: 3 clusters Score -990616.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -990770.750000 Penalty: 4622.409668
	Iteration 5Q: 3 clusters Score -990770.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -990913.937500 Penalty: 4622.409668
	Iteration 6Q: 3 clusters Score -990913.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -991100.000000 Penalty: 4622.409668
	Iteration 7Q: 3 clusters Score -991100 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -991371.562500 Penalty: 4622.409668
	Iteration 8Q: 3 clusters Score -991371.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -991753.812500 Penalty: 4622.409668
	Iteration 9Q: 3 clusters Score -991753.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -992277.875000 Penalty: 4622.409668
	Iteration 10F: 3 clusters Score -992277.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -992811.812500 Penalty: 4622.409668
	Iteration 11F: 3 clusters Score -992811.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -993301.812500 Penalty: 4622.409668
	Iteration 12F: 3 clusters Score -993301.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -993731.062500 Penalty: 4622.409668
	Iteration 13Q: 3 clusters Score -993731.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -994063.687500 Penalty: 4622.409668
	Iteration 14Q: 3 clusters Score -994063.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -994295.750000 Penalty: 4622.409668
	Iteration 15Q: 3 clusters Score -994295.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -994441.375000 Penalty: 4622.409668
	Iteration 16Q: 3 clusters Score -994441.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -994530.625000 Penalty: 4622.409668
	Iteration 17Q: 3 clusters Score -994530.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -994581.562500 Penalty: 4622.409668
	Iteration 18Q: 3 clusters Score -994581.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -994612.687500 Penalty: 4622.409668
	Iteration 19Q: 3 clusters Score -994612.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -994640.250000 Penalty: 4622.409668
	Iteration 20F: 3 clusters Score -994640.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -994650.250000 Penalty: 4622.409668
	Iteration 21Q: 3 clusters Score -994650.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -994658.062500 Penalty: 4622.409668
	Iteration 22Q: 3 clusters Score -994658.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -994664.250000 Penalty: 4622.409668
	Iteration 23Q: 3 clusters Score -994664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -994664.000000 Penalty: 4622.409668
	Iteration 24Q: 3 clusters Score -994664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -994665.937500 Penalty: 4622.409668
	Iteration 25Q: 3 clusters Score -994665.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -994672.500000 Penalty: 4622.409668
	Iteration 26Q: 3 clusters Score -994672.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -994674.562500 Penalty: 4622.409668
	Iteration 27Q: 3 clusters Score -994674.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -994677.500000 Penalty: 4622.409668
	Iteration 28Q: 3 clusters Score -994677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -994679.750000 Penalty: 4622.409668
	Iteration 29Q: 3 clusters Score -994679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -994679.562500 Penalty: 4622.409668
	Iteration 30Q: 3 clusters Score -994679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -994680.375000 Penalty: 4622.409668
	Iteration 31Q: 3 clusters Score -994680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -994680.250000 Penalty: 4622.409668
	Iteration 32Q: 3 clusters Score -994680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -994683.750000 Penalty: 4622.409668
	Iteration 33Q: 3 clusters Score -994683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -994684.437500 Penalty: 4622.409668
	Iteration 34Q: 3 clusters Score -994684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -994684.812500 Penalty: 4622.409668
	Iteration 35Q: 3 clusters Score -994684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -994684.812500 Penalty: 4622.409668
	Iteration 36F: 3 clusters Score -994684.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Entering Unmasked Estep 
Score: -4686190.000000 Penalty: 2691.231934
	Iteration 0F: 2 clusters Score -4686190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4651400.500000 Penalty: 5382.463867
	Iteration 0F: 3 clusters Score -4651400 nChanged 23957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -4664697.500000 Penalty: 5382.463867
	Iteration 1F: 3 clusters Score -4664698 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -4665490.500000 Penalty: 5382.463867
	Iteration 2Q: 3 clusters Score -4665490 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4666481.500000 Penalty: 5382.463867
	Iteration 3Q: 3 clusters Score -4666482 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4667833.500000 Penalty: 5382.463867
	Iteration 4F: 3 clusters Score -4667834 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4669987.500000 Penalty: 5382.463867
	Iteration 5F: 3 clusters Score -4669988 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4673088.500000 Penalty: 5382.463867
	Iteration 6F: 3 clusters Score -4673088 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4676717.000000 Penalty: 5382.463867
	Iteration 7F: 3 clusters Score -4676717 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4680123.000000 Penalty: 5382.463867
	Iteration 8F: 3 clusters Score -4680123 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4682197.000000 Penalty: 5382.463867
	Iteration 9Q: 3 clusters Score -4682197 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4683169.500000 Penalty: 5382.463867
	Iteration 10Q: 3 clusters Score -4683170 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4683573.000000 Penalty: 5382.463867
	Iteration 11Q: 3 clusters Score -4683573 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4683734.000000 Penalty: 5382.463867
	Iteration 12Q: 3 clusters Score -4683734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4683825.000000 Penalty: 5382.463867
	Iteration 13Q: 3 clusters Score -4683825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4683862.000000 Penalty: 5382.463867
	Iteration 14Q: 3 clusters Score -4683862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4683889.000000 Penalty: 5382.463867
	Iteration 15Q: 3 clusters Score -4683889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4683904.500000 Penalty: 5382.463867
	Iteration 16Q: 3 clusters Score -4683904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4683918.000000 Penalty: 5382.463867
	Iteration 17Q: 3 clusters Score -4683918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4683930.500000 Penalty: 5382.463867
	Iteration 18Q: 3 clusters Score -4683930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4683932.000000 Penalty: 5382.463867
	Iteration 19Q: 3 clusters Score -4683932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4683932.500000 Penalty: 5382.463867
	Iteration 20F: 3 clusters Score -4683932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4683933.000000 Penalty: 5382.463867
	Iteration 21Q: 3 clusters Score -4683933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4683935.000000 Penalty: 5382.463867
	Iteration 22Q: 3 clusters Score -4683935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4683935.500000 Penalty: 5382.463867
	Iteration 23Q: 3 clusters Score -4683936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4683940.500000 Penalty: 5382.463867
	Iteration 24Q: 3 clusters Score -4683940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4683940.000000 Penalty: 5382.463867
	Iteration 25Q: 3 clusters Score -4683940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4683939.500000 Penalty: 5382.463867
	Iteration 26Q: 3 clusters Score -4683940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4683943.500000 Penalty: 5382.463867
	Iteration 27Q: 3 clusters Score -4683944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4683948.000000 Penalty: 5382.463867
	Iteration 28Q: 3 clusters Score -4683948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4683948.000000 Penalty: 5382.463867
	Iteration 29F: 3 clusters Score -4683948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81295.445312 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81295.45 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81560.546875 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81560.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81667.937500 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81667.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81738.000000 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -81738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81823.234375 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -81823.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81922.000000 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -81922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81998.195312 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -81998.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82041.601562 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -82041.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -82086.468750 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -82086.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82129.179688 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -82129.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -82174.031250 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -82174.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82216.742188 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -82216.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -82282.000000 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -82282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82393.812500 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -82393.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -82537.328125 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -82537.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -82686.914062 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -82686.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82766.132812 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -82766.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82868.789062 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -82868.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82978.789062 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -82978.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -83111.757812 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -83111.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83282.359375 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -83282.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -83454.320312 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -83454.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -83537.718750 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -83537.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83559.304688 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -83559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 24Q: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 25F: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 51624 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 16849 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 165081 members 
Mstep: Class 22 contains 129404 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101577 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 584 members 
Entering Unmasked Estep 
Score: -93620240.000000 Penalty: 99725.210938
Splitting cluster 12 changes total score from -93621736.000000 to -93620240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -139568.187500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -139568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -137120.281250 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -137120.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -137617.171875 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -137617.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137840.359375 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -137840.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138049.609375 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -138049.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -138269.828125 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -138269.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -138498.218750 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -138498.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -138702.875000 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -138702.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138844.296875 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -138844.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138915.640625 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -138915.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138991.015625 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -138991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139046.718750 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -139046.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139117.203125 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -139117.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -139241.578125 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -139241.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -139374.453125 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -139374.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139454.109375 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -139454.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139547.046875 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -139547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139672.859375 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -139672.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -139760.156250 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -139760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139810.718750 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -139810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139854.140625 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -139854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -139869.703125 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -139869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -139898.093750 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -139898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -139921.125000 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -139921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139973.953125 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -139974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139980.828125 Penalty: 3689.146484
	Iteration 24Q: 3 clusters Score -139980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139980.828125 Penalty: 3689.146484
	Iteration 25F: 3 clusters Score -139980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 51624 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 16849 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 165081 members 
Mstep: Class 22 contains 129404 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101577 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 559 members 
Entering Unmasked Estep 
Score: -93620496.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93621736.000000 to -93620496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Entering Unmasked Estep 
Score: -2212459.750000 Penalty: 2510.251221
	Iteration 0F: 2 clusters Score -2212460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2195273.750000 Penalty: 5020.502441
	Iteration 0F: 3 clusters Score -2195274 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2201288.750000 Penalty: 5020.502441
	Iteration 1F: 3 clusters Score -2201289 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2201708.750000 Penalty: 5020.502441
	Iteration 2Q: 3 clusters Score -2201709 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2202107.750000 Penalty: 5020.502441
	Iteration 3Q: 3 clusters Score -2202108 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2202506.250000 Penalty: 5020.502441
	Iteration 4Q: 3 clusters Score -2202506 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2202889.000000 Penalty: 5020.502441
	Iteration 5Q: 3 clusters Score -2202889 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2203289.000000 Penalty: 5020.502441
	Iteration 6Q: 3 clusters Score -2203289 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2203689.000000 Penalty: 5020.502441
	Iteration 7Q: 3 clusters Score -2203689 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2204138.000000 Penalty: 5020.502441
	Iteration 8Q: 3 clusters Score -2204138 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2204697.750000 Penalty: 5020.502441
	Iteration 9Q: 3 clusters Score -2204698 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2205346.750000 Penalty: 5020.502441
	Iteration 10Q: 3 clusters Score -2205347 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2205979.250000 Penalty: 5020.502441
	Iteration 11Q: 3 clusters Score -2205979 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2206555.000000 Penalty: 5020.502441
	Iteration 12Q: 3 clusters Score -2206555 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2206989.250000 Penalty: 5020.502441
	Iteration 13Q: 3 clusters Score -2206989 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2207266.750000 Penalty: 5020.502441
	Iteration 14Q: 3 clusters Score -2207267 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2207447.250000 Penalty: 5020.502441
	Iteration 15Q: 3 clusters Score -2207447 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2207556.750000 Penalty: 5020.502441
	Iteration 16Q: 3 clusters Score -2207557 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2207656.250000 Penalty: 5020.502441
	Iteration 17Q: 3 clusters Score -2207656 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2207735.500000 Penalty: 5020.502441
	Iteration 18Q: 3 clusters Score -2207736 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2207805.500000 Penalty: 5020.502441
	Iteration 19Q: 3 clusters Score -2207806 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2207885.750000 Penalty: 5020.502441
	Iteration 20F: 3 clusters Score -2207886 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2207964.250000 Penalty: 5020.502441
	Iteration 21Q: 3 clusters Score -2207964 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2208034.250000 Penalty: 5020.502441
	Iteration 22Q: 3 clusters Score -2208034 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2208095.750000 Penalty: 5020.502441
	Iteration 23Q: 3 clusters Score -2208096 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2208173.250000 Penalty: 5020.502441
	Iteration 24Q: 3 clusters Score -2208173 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2208251.000000 Penalty: 5020.502441
	Iteration 25Q: 3 clusters Score -2208251 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2208304.500000 Penalty: 5020.502441
	Iteration 26Q: 3 clusters Score -2208304 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2208392.750000 Penalty: 5020.502441
	Iteration 27Q: 3 clusters Score -2208393 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2208468.000000 Penalty: 5020.502441
	Iteration 28Q: 3 clusters Score -2208468 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2208537.250000 Penalty: 5020.502441
	Iteration 29Q: 3 clusters Score -2208537 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2208600.750000 Penalty: 5020.502441
	Iteration 30Q: 3 clusters Score -2208601 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2208664.000000 Penalty: 5020.502441
	Iteration 31Q: 3 clusters Score -2208664 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2208722.750000 Penalty: 5020.502441
	Iteration 32Q: 3 clusters Score -2208723 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2208770.750000 Penalty: 5020.502441
	Iteration 33Q: 3 clusters Score -2208771 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2208825.000000 Penalty: 5020.502441
	Iteration 34Q: 3 clusters Score -2208825 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2208878.750000 Penalty: 5020.502441
	Iteration 35Q: 3 clusters Score -2208879 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2208933.500000 Penalty: 5020.502441
	Iteration 36Q: 3 clusters Score -2208934 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2208995.000000 Penalty: 5020.502441
	Iteration 37Q: 3 clusters Score -2208995 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2209047.750000 Penalty: 5020.502441
	Iteration 38Q: 3 clusters Score -2209048 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2209098.500000 Penalty: 5020.502441
	Iteration 39Q: 3 clusters Score -2209098 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2209140.000000 Penalty: 5020.502441
	Iteration 40F: 3 clusters Score -2209140 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2209194.250000 Penalty: 5020.502441
	Iteration 41Q: 3 clusters Score -2209194 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2209237.000000 Penalty: 5020.502441
	Iteration 42Q: 3 clusters Score -2209237 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2209282.000000 Penalty: 5020.502441
	Iteration 43Q: 3 clusters Score -2209282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2209325.000000 Penalty: 5020.502441
	Iteration 44Q: 3 clusters Score -2209325 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2209381.000000 Penalty: 5020.502441
	Iteration 45Q: 3 clusters Score -2209381 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2209433.500000 Penalty: 5020.502441
	Iteration 46Q: 3 clusters Score -2209434 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2209482.500000 Penalty: 5020.502441
	Iteration 47Q: 3 clusters Score -2209482 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2209520.250000 Penalty: 5020.502441
	Iteration 48Q: 3 clusters Score -2209520 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2209561.000000 Penalty: 5020.502441
	Iteration 49Q: 3 clusters Score -2209561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2209606.000000 Penalty: 5020.502441
	Iteration 50Q: 3 clusters Score -2209606 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2209650.000000 Penalty: 5020.502441
	Iteration 51Q: 3 clusters Score -2209650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2209704.250000 Penalty: 5020.502441
	Iteration 52Q: 3 clusters Score -2209704 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2209738.000000 Penalty: 5020.502441
	Iteration 53Q: 3 clusters Score -2209738 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2209788.000000 Penalty: 5020.502441
	Iteration 54Q: 3 clusters Score -2209788 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2209833.000000 Penalty: 5020.502441
	Iteration 55Q: 3 clusters Score -2209833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2209876.750000 Penalty: 5020.502441
	Iteration 56Q: 3 clusters Score -2209877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2209912.750000 Penalty: 5020.502441
	Iteration 57Q: 3 clusters Score -2209913 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2209959.250000 Penalty: 5020.502441
	Iteration 58Q: 3 clusters Score -2209959 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2209992.500000 Penalty: 5020.502441
	Iteration 59Q: 3 clusters Score -2209992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2210024.750000 Penalty: 5020.502441
	Iteration 60F: 3 clusters Score -2210025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2210052.250000 Penalty: 5020.502441
	Iteration 61Q: 3 clusters Score -2210052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2210074.250000 Penalty: 5020.502441
	Iteration 62Q: 3 clusters Score -2210074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2210092.750000 Penalty: 5020.502441
	Iteration 63Q: 3 clusters Score -2210093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2210105.250000 Penalty: 5020.502441
	Iteration 64Q: 3 clusters Score -2210105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2210116.750000 Penalty: 5020.502441
	Iteration 65Q: 3 clusters Score -2210117 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2210140.250000 Penalty: 5020.502441
	Iteration 66Q: 3 clusters Score -2210140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2210159.250000 Penalty: 5020.502441
	Iteration 67Q: 3 clusters Score -2210159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2210183.750000 Penalty: 5020.502441
	Iteration 68Q: 3 clusters Score -2210184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2210198.250000 Penalty: 5020.502441
	Iteration 69Q: 3 clusters Score -2210198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2210216.750000 Penalty: 5020.502441
	Iteration 70Q: 3 clusters Score -2210217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2210234.250000 Penalty: 5020.502441
	Iteration 71Q: 3 clusters Score -2210234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2210254.750000 Penalty: 5020.502441
	Iteration 72Q: 3 clusters Score -2210255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2210262.000000 Penalty: 5020.502441
	Iteration 73Q: 3 clusters Score -2210262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2210270.250000 Penalty: 5020.502441
	Iteration 74Q: 3 clusters Score -2210270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2210279.750000 Penalty: 5020.502441
	Iteration 75Q: 3 clusters Score -2210280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2210288.500000 Penalty: 5020.502441
	Iteration 76Q: 3 clusters Score -2210288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2210294.250000 Penalty: 5020.502441
	Iteration 77Q: 3 clusters Score -2210294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2210306.750000 Penalty: 5020.502441
	Iteration 78Q: 3 clusters Score -2210307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2210315.000000 Penalty: 5020.502441
	Iteration 79Q: 3 clusters Score -2210315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2210316.500000 Penalty: 5020.502441
	Iteration 80F: 3 clusters Score -2210316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2210321.500000 Penalty: 5020.502441
	Iteration 81Q: 3 clusters Score -2210322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2210326.500000 Penalty: 5020.502441
	Iteration 82Q: 3 clusters Score -2210326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2210328.500000 Penalty: 5020.502441
	Iteration 83Q: 3 clusters Score -2210328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2210327.250000 Penalty: 5020.502441
	Iteration 84Q: 3 clusters Score -2210327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2210330.000000 Penalty: 5020.502441
	Iteration 85Q: 3 clusters Score -2210330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2210329.000000 Penalty: 5020.502441
	Iteration 86Q: 3 clusters Score -2210329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2210333.500000 Penalty: 5020.502441
	Iteration 87Q: 3 clusters Score -2210334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2210330.000000 Penalty: 5020.502441
	Iteration 88Q: 3 clusters Score -2210330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2210335.000000 Penalty: 5020.502441
	Iteration 89Q: 3 clusters Score -2210335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2210339.250000 Penalty: 5020.502441
	Iteration 90Q: 3 clusters Score -2210339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2210342.250000 Penalty: 5020.502441
	Iteration 91Q: 3 clusters Score -2210342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2210345.500000 Penalty: 5020.502441
	Iteration 92Q: 3 clusters Score -2210346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2210348.500000 Penalty: 5020.502441
	Iteration 93Q: 3 clusters Score -2210348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2210347.000000 Penalty: 5020.502441
	Iteration 94Q: 3 clusters Score -2210347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2210352.250000 Penalty: 5020.502441
	Iteration 95Q: 3 clusters Score -2210352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2210352.750000 Penalty: 5020.502441
	Iteration 96Q: 3 clusters Score -2210353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2210359.250000 Penalty: 5020.502441
	Iteration 97Q: 3 clusters Score -2210359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2210362.500000 Penalty: 5020.502441
	Iteration 98Q: 3 clusters Score -2210362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2210361.750000 Penalty: 5020.502441
	Iteration 99Q: 3 clusters Score -2210362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2210364.500000 Penalty: 5020.502441
	Iteration 100F: 3 clusters Score -2210364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2210365.250000 Penalty: 5020.502441
	Iteration 101Q: 3 clusters Score -2210365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2210364.500000 Penalty: 5020.502441
	Iteration 102Q: 3 clusters Score -2210364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2210368.000000 Penalty: 5020.502441
	Iteration 103Q: 3 clusters Score -2210368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2210370.250000 Penalty: 5020.502441
	Iteration 104Q: 3 clusters Score -2210370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2210375.000000 Penalty: 5020.502441
	Iteration 105Q: 3 clusters Score -2210375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -2210376.750000 Penalty: 5020.502441
	Iteration 106Q: 3 clusters Score -2210377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2210379.000000 Penalty: 5020.502441
	Iteration 107Q: 3 clusters Score -2210379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2210379.000000 Penalty: 5020.502441
	Iteration 108F: 3 clusters Score -2210379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Entering Unmasked Estep 
Score: -1212377.375000 Penalty: 2367.095215
	Iteration 0F: 2 clusters Score -1212377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1202188.750000 Penalty: 4734.190430
	Iteration 0F: 3 clusters Score -1202189 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1205968.625000 Penalty: 4734.190430
	Iteration 1F: 3 clusters Score -1205969 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1206830.000000 Penalty: 4734.190430
	Iteration 2F: 3 clusters Score -1206830 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1207646.625000 Penalty: 4734.190430
	Iteration 3F: 3 clusters Score -1207647 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1208445.375000 Penalty: 4734.190430
	Iteration 4F: 3 clusters Score -1208445 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1209143.000000 Penalty: 4734.190430
	Iteration 5F: 3 clusters Score -1209143 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1209733.125000 Penalty: 4734.190430
	Iteration 6F: 3 clusters Score -1209733 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1210161.000000 Penalty: 4734.190430
	Iteration 7Q: 3 clusters Score -1210161 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1210472.625000 Penalty: 4734.190430
	Iteration 8Q: 3 clusters Score -1210473 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1210727.375000 Penalty: 4734.190430
	Iteration 9Q: 3 clusters Score -1210727 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1210905.625000 Penalty: 4734.190430
	Iteration 10Q: 3 clusters Score -1210906 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1210998.375000 Penalty: 4734.190430
	Iteration 11Q: 3 clusters Score -1210998 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1211060.125000 Penalty: 4734.190430
	Iteration 12Q: 3 clusters Score -1211060 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1211112.125000 Penalty: 4734.190430
	Iteration 13Q: 3 clusters Score -1211112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1211153.000000 Penalty: 4734.190430
	Iteration 14Q: 3 clusters Score -1211153 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1211195.375000 Penalty: 4734.190430
	Iteration 15Q: 3 clusters Score -1211195 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1211239.500000 Penalty: 4734.190430
	Iteration 16Q: 3 clusters Score -1211240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1211259.125000 Penalty: 4734.190430
	Iteration 17Q: 3 clusters Score -1211259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1211282.125000 Penalty: 4734.190430
	Iteration 18Q: 3 clusters Score -1211282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1211298.375000 Penalty: 4734.190430
	Iteration 19Q: 3 clusters Score -1211298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1211325.125000 Penalty: 4734.190430
	Iteration 20F: 3 clusters Score -1211325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1211335.000000 Penalty: 4734.190430
	Iteration 21Q: 3 clusters Score -1211335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1211351.250000 Penalty: 4734.190430
	Iteration 22Q: 3 clusters Score -1211351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1211359.875000 Penalty: 4734.190430
	Iteration 23Q: 3 clusters Score -1211360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1211368.625000 Penalty: 4734.190430
	Iteration 24Q: 3 clusters Score -1211369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1211373.500000 Penalty: 4734.190430
	Iteration 25Q: 3 clusters Score -1211374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1211375.500000 Penalty: 4734.190430
	Iteration 26Q: 3 clusters Score -1211376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1211382.125000 Penalty: 4734.190430
	Iteration 27Q: 3 clusters Score -1211382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1211389.750000 Penalty: 4734.190430
	Iteration 28Q: 3 clusters Score -1211390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1211394.750000 Penalty: 4734.190430
	Iteration 29Q: 3 clusters Score -1211395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1211399.875000 Penalty: 4734.190430
	Iteration 30Q: 3 clusters Score -1211400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1211408.125000 Penalty: 4734.190430
	Iteration 31Q: 3 clusters Score -1211408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1211414.750000 Penalty: 4734.190430
	Iteration 32Q: 3 clusters Score -1211415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1211417.750000 Penalty: 4734.190430
	Iteration 33Q: 3 clusters Score -1211418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1211415.875000 Penalty: 4734.190430
	Iteration 34Q: 3 clusters Score -1211416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1211418.750000 Penalty: 4734.190430
	Iteration 35Q: 3 clusters Score -1211419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1211420.375000 Penalty: 4734.190430
	Iteration 36Q: 3 clusters Score -1211420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1211421.375000 Penalty: 4734.190430
	Iteration 37Q: 3 clusters Score -1211421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1211424.500000 Penalty: 4734.190430
	Iteration 38Q: 3 clusters Score -1211424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1211423.875000 Penalty: 4734.190430
	Iteration 39Q: 3 clusters Score -1211424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1211426.500000 Penalty: 4734.190430
	Iteration 40F: 3 clusters Score -1211426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1211427.750000 Penalty: 4734.190430
	Iteration 41Q: 3 clusters Score -1211428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1211427.250000 Penalty: 4734.190430
	Iteration 42Q: 3 clusters Score -1211427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1211427.250000 Penalty: 4734.190430
	Iteration 43Q: 3 clusters Score -1211427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1211427.625000 Penalty: 4734.190430
	Iteration 44Q: 3 clusters Score -1211428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1211428.250000 Penalty: 4734.190430
	Iteration 45Q: 3 clusters Score -1211428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1211426.375000 Penalty: 4734.190430
	Iteration 46Q: 3 clusters Score -1211426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1211426.375000 Penalty: 4734.190430
	Iteration 47F: 3 clusters Score -1211426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438547 members 
Entering Unmasked Estep 
Score: -40294620.000000 Penalty: 3221.823242
	Iteration 0F: 2 clusters Score -4.029462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219609 members 
Mstep: Class 2 contains 218938 members 
Entering Unmasked Estep 
Score: -39999608.000000 Penalty: 6443.646484
	Iteration 0F: 3 clusters Score -3.999961e+07 nChanged 213341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230266 members 
Mstep: Class 2 contains 208281 members 
Entering Unmasked Estep 
Score: -40127060.000000 Penalty: 6443.646484
	Iteration 1F: 3 clusters Score -4.012706e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237023 members 
Mstep: Class 2 contains 201524 members 
Entering Unmasked Estep 
Score: -40130224.000000 Penalty: 6443.646484
	Iteration 2Q: 3 clusters Score -4.013022e+07 nChanged 15854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247873 members 
Mstep: Class 2 contains 190674 members 
Entering Unmasked Estep 
Score: -40135348.000000 Penalty: 6443.646484
	Iteration 3Q: 3 clusters Score -4.013535e+07 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264794 members 
Mstep: Class 2 contains 173753 members 
Entering Unmasked Estep 
Score: -40145552.000000 Penalty: 6443.646484
	Iteration 4Q: 3 clusters Score -4.014555e+07 nChanged 28820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289640 members 
Mstep: Class 2 contains 148907 members 
Entering Unmasked Estep 
Score: -40163224.000000 Penalty: 6443.646484
	Iteration 5F: 3 clusters Score -4.016322e+07 nChanged 35609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321901 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -40191240.000000 Penalty: 6443.646484
	Iteration 6F: 3 clusters Score -4.019124e+07 nChanged 36864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356275 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -40224844.000000 Penalty: 6443.646484
	Iteration 7F: 3 clusters Score -4.022484e+07 nChanged 30097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384818 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -40252848.000000 Penalty: 6443.646484
	Iteration 8F: 3 clusters Score -4.025285e+07 nChanged 19588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403562 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -40269796.000000 Penalty: 6443.646484
	Iteration 9Q: 3 clusters Score -4.02698e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414495 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -40279120.000000 Penalty: 6443.646484
	Iteration 10Q: 3 clusters Score -4.027912e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420969 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -40283900.000000 Penalty: 6443.646484
	Iteration 11Q: 3 clusters Score -4.02839e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425057 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -40286984.000000 Penalty: 6443.646484
	Iteration 12Q: 3 clusters Score -4.028698e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427707 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -40288620.000000 Penalty: 6443.646484
	Iteration 13Q: 3 clusters Score -4.028862e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429554 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -40289740.000000 Penalty: 6443.646484
	Iteration 14Q: 3 clusters Score -4.028974e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430835 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -40290320.000000 Penalty: 6443.646484
	Iteration 15Q: 3 clusters Score -4.029032e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431760 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -40290856.000000 Penalty: 6443.646484
	Iteration 16Q: 3 clusters Score -4.029086e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432444 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -40291140.000000 Penalty: 6443.646484
	Iteration 17Q: 3 clusters Score -4.029114e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432985 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -40291368.000000 Penalty: 6443.646484
	Iteration 18Q: 3 clusters Score -4.029137e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433449 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -40291484.000000 Penalty: 6443.646484
	Iteration 19Q: 3 clusters Score -4.029148e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433808 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -40291656.000000 Penalty: 6443.646484
	Iteration 20F: 3 clusters Score -4.029166e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434089 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -40291840.000000 Penalty: 6443.646484
	Iteration 21Q: 3 clusters Score -4.029184e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434318 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -40291820.000000 Penalty: 6443.646484
	Iteration 22Q: 3 clusters Score -4.029182e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434486 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -40291916.000000 Penalty: 6443.646484
	Iteration 23Q: 3 clusters Score -4.029192e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434617 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -40292020.000000 Penalty: 6443.646484
	Iteration 24Q: 3 clusters Score -4.029202e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434714 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -40292028.000000 Penalty: 6443.646484
	Iteration 25Q: 3 clusters Score -4.029203e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434809 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -40292120.000000 Penalty: 6443.646484
	Iteration 26Q: 3 clusters Score -4.029212e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434887 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -40292164.000000 Penalty: 6443.646484
	Iteration 27Q: 3 clusters Score -4.029216e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434961 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -40292152.000000 Penalty: 6443.646484
	Iteration 28Q: 3 clusters Score -4.029215e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435016 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -40292136.000000 Penalty: 6443.646484
	Iteration 29Q: 3 clusters Score -4.029214e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435070 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -40292172.000000 Penalty: 6443.646484
	Iteration 30Q: 3 clusters Score -4.029217e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435128 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -40292212.000000 Penalty: 6443.646484
	Iteration 31Q: 3 clusters Score -4.029221e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435166 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -40292252.000000 Penalty: 6443.646484
	Iteration 32Q: 3 clusters Score -4.029225e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435218 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -40292276.000000 Penalty: 6443.646484
	Iteration 33Q: 3 clusters Score -4.029228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435264 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -40292276.000000 Penalty: 6443.646484
	Iteration 34Q: 3 clusters Score -4.029228e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435305 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -40292272.000000 Penalty: 6443.646484
	Iteration 35Q: 3 clusters Score -4.029227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435329 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -40292284.000000 Penalty: 6443.646484
	Iteration 36Q: 3 clusters Score -4.029228e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435353 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.646484
	Iteration 37Q: 3 clusters Score -4.029229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435374 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -40292324.000000 Penalty: 6443.646484
	Iteration 38Q: 3 clusters Score -4.029232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435386 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.646484
	Iteration 39Q: 3 clusters Score -4.029229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435402 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -40292276.000000 Penalty: 6443.646484
	Iteration 40F: 3 clusters Score -4.029228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435418 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -40292308.000000 Penalty: 6443.646484
	Iteration 41Q: 3 clusters Score -4.029231e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435433 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -40292284.000000 Penalty: 6443.646484
	Iteration 42Q: 3 clusters Score -4.029228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435443 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -40292272.000000 Penalty: 6443.646484
	Iteration 43Q: 3 clusters Score -4.029227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435457 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -40292280.000000 Penalty: 6443.646484
	Iteration 44Q: 3 clusters Score -4.029228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435468 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -40292264.000000 Penalty: 6443.646484
	Iteration 45Q: 3 clusters Score -4.029226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435474 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.646484
	Iteration 46Q: 3 clusters Score -4.029229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435474 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -40292300.000000 Penalty: 6443.646484
	Iteration 47Q: 3 clusters Score -4.02923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435478 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.646484
	Iteration 48Q: 3 clusters Score -4.029229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435482 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -40292308.000000 Penalty: 6443.646484
	Iteration 49Q: 3 clusters Score -4.029231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435484 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -40292276.000000 Penalty: 6443.646484
	Iteration 50Q: 3 clusters Score -4.029228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435486 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -40292292.000000 Penalty: 6443.646484
	Iteration 51Q: 3 clusters Score -4.029229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435488 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -40292276.000000 Penalty: 6443.646484
	Iteration 52Q: 3 clusters Score -4.029228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435491 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -40292300.000000 Penalty: 6443.646484
	Iteration 53Q: 3 clusters Score -4.02923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435493 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.646484
	Iteration 54Q: 3 clusters Score -4.029229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435499 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -40292304.000000 Penalty: 6443.646484
	Iteration 55Q: 3 clusters Score -4.02923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435503 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -40292292.000000 Penalty: 6443.646484
	Iteration 56Q: 3 clusters Score -4.029229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435504 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -40292292.000000 Penalty: 6443.646484
	Iteration 57Q: 3 clusters Score -4.029229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435508 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -40292304.000000 Penalty: 6443.646484
	Iteration 58Q: 3 clusters Score -4.02923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435511 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -40292300.000000 Penalty: 6443.646484
	Iteration 59Q: 3 clusters Score -4.02923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435513 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -40292292.000000 Penalty: 6443.646484
	Iteration 60F: 3 clusters Score -4.029229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435516 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.646484
	Iteration 61Q: 3 clusters Score -4.029229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435519 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -40292284.000000 Penalty: 6443.646484
	Iteration 62Q: 3 clusters Score -4.029228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435520 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -40292280.000000 Penalty: 6443.646484
	Iteration 63Q: 3 clusters Score -4.029228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435521 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -40292296.000000 Penalty: 6443.646484
	Iteration 64Q: 3 clusters Score -4.02923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435523 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -40292296.000000 Penalty: 6443.646484
	Iteration 65Q: 3 clusters Score -4.02923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435528 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -40292296.000000 Penalty: 6443.646484
	Iteration 66Q: 3 clusters Score -4.02923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435531 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -40292276.000000 Penalty: 6443.646484
	Iteration 67Q: 3 clusters Score -4.029228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435533 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -40292316.000000 Penalty: 6443.646484
	Iteration 68Q: 3 clusters Score -4.029232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435535 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -40292332.000000 Penalty: 6443.646484
	Iteration 69Q: 3 clusters Score -4.029233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435537 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -40292304.000000 Penalty: 6443.646484
	Iteration 70Q: 3 clusters Score -4.02923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435537 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -40292304.000000 Penalty: 6443.646484
	Iteration 71F: 3 clusters Score -4.02923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Entering Unmasked Estep 
Score: -664977.937500 Penalty: 2203.039551
	Iteration 0F: 2 clusters Score -664977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -659032.187500 Penalty: 4406.079102
	Iteration 0F: 3 clusters Score -659032.2 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -660613.312500 Penalty: 4406.079102
	Iteration 1F: 3 clusters Score -660613.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -660892.375000 Penalty: 4406.079102
	Iteration 2F: 3 clusters Score -660892.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -661052.875000 Penalty: 4406.079102
	Iteration 3F: 3 clusters Score -661052.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -661152.500000 Penalty: 4406.079102
	Iteration 4Q: 3 clusters Score -661152.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -661215.562500 Penalty: 4406.079102
	Iteration 5Q: 3 clusters Score -661215.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -661269.937500 Penalty: 4406.079102
	Iteration 6Q: 3 clusters Score -661269.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -661314.500000 Penalty: 4406.079102
	Iteration 7Q: 3 clusters Score -661314.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -661356.437500 Penalty: 4406.079102
	Iteration 8Q: 3 clusters Score -661356.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -661398.937500 Penalty: 4406.079102
	Iteration 9Q: 3 clusters Score -661398.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -661438.375000 Penalty: 4406.079102
	Iteration 10Q: 3 clusters Score -661438.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -661486.687500 Penalty: 4406.079102
	Iteration 11Q: 3 clusters Score -661486.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -661542.000000 Penalty: 4406.079102
	Iteration 12Q: 3 clusters Score -661542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -661596.687500 Penalty: 4406.079102
	Iteration 13Q: 3 clusters Score -661596.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -661660.937500 Penalty: 4406.079102
	Iteration 14Q: 3 clusters Score -661660.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -661732.812500 Penalty: 4406.079102
	Iteration 15Q: 3 clusters Score -661732.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -661809.562500 Penalty: 4406.079102
	Iteration 16Q: 3 clusters Score -661809.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -661890.125000 Penalty: 4406.079102
	Iteration 17Q: 3 clusters Score -661890.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -661961.375000 Penalty: 4406.079102
	Iteration 18Q: 3 clusters Score -661961.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -662020.187500 Penalty: 4406.079102
	Iteration 19Q: 3 clusters Score -662020.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -662075.687500 Penalty: 4406.079102
	Iteration 20F: 3 clusters Score -662075.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -662116.500000 Penalty: 4406.079102
	Iteration 21Q: 3 clusters Score -662116.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -662158.437500 Penalty: 4406.079102
	Iteration 22Q: 3 clusters Score -662158.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -662181.875000 Penalty: 4406.079102
	Iteration 23Q: 3 clusters Score -662181.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -662211.062500 Penalty: 4406.079102
	Iteration 24Q: 3 clusters Score -662211.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -662243.562500 Penalty: 4406.079102
	Iteration 25Q: 3 clusters Score -662243.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -662269.437500 Penalty: 4406.079102
	Iteration 26Q: 3 clusters Score -662269.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -662299.312500 Penalty: 4406.079102
	Iteration 27Q: 3 clusters Score -662299.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -662334.625000 Penalty: 4406.079102
	Iteration 28Q: 3 clusters Score -662334.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -662372.125000 Penalty: 4406.079102
	Iteration 29Q: 3 clusters Score -662372.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -662401.750000 Penalty: 4406.079102
	Iteration 30Q: 3 clusters Score -662401.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -662428.375000 Penalty: 4406.079102
	Iteration 31Q: 3 clusters Score -662428.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -662453.250000 Penalty: 4406.079102
	Iteration 32Q: 3 clusters Score -662453.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -662476.812500 Penalty: 4406.079102
	Iteration 33Q: 3 clusters Score -662476.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -662496.312500 Penalty: 4406.079102
	Iteration 34Q: 3 clusters Score -662496.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -662510.937500 Penalty: 4406.079102
	Iteration 35Q: 3 clusters Score -662510.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -662526.312500 Penalty: 4406.079102
	Iteration 36Q: 3 clusters Score -662526.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -662538.375000 Penalty: 4406.079102
	Iteration 37Q: 3 clusters Score -662538.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -662553.937500 Penalty: 4406.079102
	Iteration 38Q: 3 clusters Score -662553.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -662575.062500 Penalty: 4406.079102
	Iteration 39Q: 3 clusters Score -662575.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -662595.937500 Penalty: 4406.079102
	Iteration 40F: 3 clusters Score -662595.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -662613.312500 Penalty: 4406.079102
	Iteration 41Q: 3 clusters Score -662613.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -662627.062500 Penalty: 4406.079102
	Iteration 42Q: 3 clusters Score -662627.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -662644.750000 Penalty: 4406.079102
	Iteration 43Q: 3 clusters Score -662644.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -662660.312500 Penalty: 4406.079102
	Iteration 44Q: 3 clusters Score -662660.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -662674.062500 Penalty: 4406.079102
	Iteration 45Q: 3 clusters Score -662674.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -662685.062500 Penalty: 4406.079102
	Iteration 46Q: 3 clusters Score -662685.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -662696.187500 Penalty: 4406.079102
	Iteration 47Q: 3 clusters Score -662696.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -662705.125000 Penalty: 4406.079102
	Iteration 48Q: 3 clusters Score -662705.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -662715.875000 Penalty: 4406.079102
	Iteration 49Q: 3 clusters Score -662715.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -662723.875000 Penalty: 4406.079102
	Iteration 50Q: 3 clusters Score -662723.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -662732.312500 Penalty: 4406.079102
	Iteration 51Q: 3 clusters Score -662732.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -662742.875000 Penalty: 4406.079102
	Iteration 52Q: 3 clusters Score -662742.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -662754.875000 Penalty: 4406.079102
	Iteration 53Q: 3 clusters Score -662754.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -662770.500000 Penalty: 4406.079102
	Iteration 54Q: 3 clusters Score -662770.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -662780.750000 Penalty: 4406.079102
	Iteration 55Q: 3 clusters Score -662780.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -662789.000000 Penalty: 4406.079102
	Iteration 56Q: 3 clusters Score -662789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -662800.250000 Penalty: 4406.079102
	Iteration 57Q: 3 clusters Score -662800.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -662813.750000 Penalty: 4406.079102
	Iteration 58Q: 3 clusters Score -662813.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -662825.437500 Penalty: 4406.079102
	Iteration 59Q: 3 clusters Score -662825.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -662836.687500 Penalty: 4406.079102
	Iteration 60F: 3 clusters Score -662836.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -662853.062500 Penalty: 4406.079102
	Iteration 61Q: 3 clusters Score -662853.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -662864.625000 Penalty: 4406.079102
	Iteration 62Q: 3 clusters Score -662864.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -662871.375000 Penalty: 4406.079102
	Iteration 63Q: 3 clusters Score -662871.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -662879.437500 Penalty: 4406.079102
	Iteration 64Q: 3 clusters Score -662879.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -662885.500000 Penalty: 4406.079102
	Iteration 65Q: 3 clusters Score -662885.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -662889.437500 Penalty: 4406.079102
	Iteration 66Q: 3 clusters Score -662889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -662894.562500 Penalty: 4406.079102
	Iteration 67Q: 3 clusters Score -662894.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -662900.312500 Penalty: 4406.079102
	Iteration 68Q: 3 clusters Score -662900.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -662910.437500 Penalty: 4406.079102
	Iteration 69Q: 3 clusters Score -662910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -662916.125000 Penalty: 4406.079102
	Iteration 70Q: 3 clusters Score -662916.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -662924.812500 Penalty: 4406.079102
	Iteration 71Q: 3 clusters Score -662924.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -662933.937500 Penalty: 4406.079102
	Iteration 72Q: 3 clusters Score -662933.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -662939.937500 Penalty: 4406.079102
	Iteration 73Q: 3 clusters Score -662939.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -662949.000000 Penalty: 4406.079102
	Iteration 74Q: 3 clusters Score -662949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -662957.500000 Penalty: 4406.079102
	Iteration 75Q: 3 clusters Score -662957.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -662962.625000 Penalty: 4406.079102
	Iteration 76Q: 3 clusters Score -662962.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -662970.500000 Penalty: 4406.079102
	Iteration 77Q: 3 clusters Score -662970.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -662978.187500 Penalty: 4406.079102
	Iteration 78Q: 3 clusters Score -662978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -662982.250000 Penalty: 4406.079102
	Iteration 79Q: 3 clusters Score -662982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -662985.687500 Penalty: 4406.079102
	Iteration 80F: 3 clusters Score -662985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -662985.375000 Penalty: 4406.079102
	Iteration 81Q: 3 clusters Score -662985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -662987.937500 Penalty: 4406.079102
	Iteration 82Q: 3 clusters Score -662987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -662989.562500 Penalty: 4406.079102
	Iteration 83Q: 3 clusters Score -662989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -662990.250000 Penalty: 4406.079102
	Iteration 84Q: 3 clusters Score -662990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -662993.375000 Penalty: 4406.079102
	Iteration 85Q: 3 clusters Score -662993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -662994.000000 Penalty: 4406.079102
	Iteration 86Q: 3 clusters Score -662994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -662995.875000 Penalty: 4406.079102
	Iteration 87Q: 3 clusters Score -662995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -662996.750000 Penalty: 4406.079102
	Iteration 88Q: 3 clusters Score -662996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -662998.625000 Penalty: 4406.079102
	Iteration 89Q: 3 clusters Score -662998.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -663001.000000 Penalty: 4406.079102
	Iteration 90Q: 3 clusters Score -663001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -663001.750000 Penalty: 4406.079102
	Iteration 91Q: 3 clusters Score -663001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -663003.562500 Penalty: 4406.079102
	Iteration 92Q: 3 clusters Score -663003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -663003.812500 Penalty: 4406.079102
	Iteration 93Q: 3 clusters Score -663003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -663003.562500 Penalty: 4406.079102
	Iteration 94Q: 3 clusters Score -663003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -663004.562500 Penalty: 4406.079102
	Iteration 95Q: 3 clusters Score -663004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -663007.125000 Penalty: 4406.079102
	Iteration 96Q: 3 clusters Score -663007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -663008.000000 Penalty: 4406.079102
	Iteration 97Q: 3 clusters Score -663008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -663009.125000 Penalty: 4406.079102
	Iteration 98Q: 3 clusters Score -663009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -663008.125000 Penalty: 4406.079102
	Iteration 99Q: 3 clusters Score -663008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -663008.125000 Penalty: 4406.079102
	Iteration 100F: 3 clusters Score -663008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Entering Unmasked Estep 
Score: -1421214.250000 Penalty: 2413.547363
	Iteration 0F: 2 clusters Score -1421214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1409236.125000 Penalty: 4827.094727
	Iteration 0F: 3 clusters Score -1409236 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1413051.875000 Penalty: 4827.094727
	Iteration 1F: 3 clusters Score -1413052 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1413425.000000 Penalty: 4827.094727
	Iteration 2F: 3 clusters Score -1413425 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1413715.125000 Penalty: 4827.094727
	Iteration 3Q: 3 clusters Score -1413715 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1413994.250000 Penalty: 4827.094727
	Iteration 4Q: 3 clusters Score -1413994 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1414275.750000 Penalty: 4827.094727
	Iteration 5Q: 3 clusters Score -1414276 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1414560.500000 Penalty: 4827.094727
	Iteration 6Q: 3 clusters Score -1414560 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1414859.750000 Penalty: 4827.094727
	Iteration 7Q: 3 clusters Score -1414860 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1415186.875000 Penalty: 4827.094727
	Iteration 8Q: 3 clusters Score -1415187 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1415520.125000 Penalty: 4827.094727
	Iteration 9Q: 3 clusters Score -1415520 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1415835.000000 Penalty: 4827.094727
	Iteration 10Q: 3 clusters Score -1415835 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1416129.500000 Penalty: 4827.094727
	Iteration 11Q: 3 clusters Score -1416130 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1416445.875000 Penalty: 4827.094727
	Iteration 12Q: 3 clusters Score -1416446 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1416748.625000 Penalty: 4827.094727
	Iteration 13Q: 3 clusters Score -1416749 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1417062.375000 Penalty: 4827.094727
	Iteration 14Q: 3 clusters Score -1417062 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1417369.500000 Penalty: 4827.094727
	Iteration 15Q: 3 clusters Score -1417370 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1417678.125000 Penalty: 4827.094727
	Iteration 16Q: 3 clusters Score -1417678 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1417955.250000 Penalty: 4827.094727
	Iteration 17Q: 3 clusters Score -1417955 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1418270.625000 Penalty: 4827.094727
	Iteration 18Q: 3 clusters Score -1418271 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1418669.875000 Penalty: 4827.094727
	Iteration 19Q: 3 clusters Score -1418670 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1419206.250000 Penalty: 4827.094727
	Iteration 20F: 3 clusters Score -1419206 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1419621.625000 Penalty: 4827.094727
	Iteration 21Q: 3 clusters Score -1419622 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1419873.375000 Penalty: 4827.094727
	Iteration 22Q: 3 clusters Score -1419873 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1420018.500000 Penalty: 4827.094727
	Iteration 23Q: 3 clusters Score -1420018 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1420077.750000 Penalty: 4827.094727
	Iteration 24Q: 3 clusters Score -1420078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1420098.875000 Penalty: 4827.094727
	Iteration 25Q: 3 clusters Score -1420099 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1420118.500000 Penalty: 4827.094727
	Iteration 26Q: 3 clusters Score -1420118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1420130.250000 Penalty: 4827.094727
	Iteration 27Q: 3 clusters Score -1420130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1420135.000000 Penalty: 4827.094727
	Iteration 28Q: 3 clusters Score -1420135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1420136.875000 Penalty: 4827.094727
	Iteration 29Q: 3 clusters Score -1420137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1420137.750000 Penalty: 4827.094727
	Iteration 30Q: 3 clusters Score -1420138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1420143.625000 Penalty: 4827.094727
	Iteration 31Q: 3 clusters Score -1420144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1420142.625000 Penalty: 4827.094727
	Iteration 32Q: 3 clusters Score -1420143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1420144.375000 Penalty: 4827.094727
	Iteration 33Q: 3 clusters Score -1420144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1420147.500000 Penalty: 4827.094727
	Iteration 34Q: 3 clusters Score -1420148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1420147.375000 Penalty: 4827.094727
	Iteration 35Q: 3 clusters Score -1420147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1420148.000000 Penalty: 4827.094727
	Iteration 36Q: 3 clusters Score -1420148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1420148.625000 Penalty: 4827.094727
	Iteration 37Q: 3 clusters Score -1420149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1420149.500000 Penalty: 4827.094727
	Iteration 38Q: 3 clusters Score -1420150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1420150.000000 Penalty: 4827.094727
	Iteration 39Q: 3 clusters Score -1420150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1420149.125000 Penalty: 4827.094727
	Iteration 40F: 3 clusters Score -1420149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Entering Unmasked Estep 
Score: -1372283.625000 Penalty: 2395.604248
	Iteration 0F: 2 clusters Score -1372284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1361048.625000 Penalty: 4791.208496
	Iteration 0F: 3 clusters Score -1361049 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1364708.375000 Penalty: 4791.208496
	Iteration 1F: 3 clusters Score -1364708 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1365006.375000 Penalty: 4791.208496
	Iteration 2F: 3 clusters Score -1365006 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1365231.125000 Penalty: 4791.208496
	Iteration 3Q: 3 clusters Score -1365231 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1365412.750000 Penalty: 4791.208496
	Iteration 4Q: 3 clusters Score -1365413 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1365590.625000 Penalty: 4791.208496
	Iteration 5Q: 3 clusters Score -1365591 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1365763.375000 Penalty: 4791.208496
	Iteration 6Q: 3 clusters Score -1365763 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1365945.500000 Penalty: 4791.208496
	Iteration 7Q: 3 clusters Score -1365946 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1366130.875000 Penalty: 4791.208496
	Iteration 8Q: 3 clusters Score -1366131 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1366319.500000 Penalty: 4791.208496
	Iteration 9Q: 3 clusters Score -1366320 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1366520.250000 Penalty: 4791.208496
	Iteration 10Q: 3 clusters Score -1366520 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1366778.000000 Penalty: 4791.208496
	Iteration 11Q: 3 clusters Score -1366778 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1367071.375000 Penalty: 4791.208496
	Iteration 12Q: 3 clusters Score -1367071 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1367410.375000 Penalty: 4791.208496
	Iteration 13Q: 3 clusters Score -1367410 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1367799.000000 Penalty: 4791.208496
	Iteration 14Q: 3 clusters Score -1367799 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1368152.625000 Penalty: 4791.208496
	Iteration 15Q: 3 clusters Score -1368153 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1368478.750000 Penalty: 4791.208496
	Iteration 16Q: 3 clusters Score -1368479 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1368783.250000 Penalty: 4791.208496
	Iteration 17Q: 3 clusters Score -1368783 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1369013.375000 Penalty: 4791.208496
	Iteration 18Q: 3 clusters Score -1369013 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1369199.625000 Penalty: 4791.208496
	Iteration 19Q: 3 clusters Score -1369200 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1369335.125000 Penalty: 4791.208496
	Iteration 20F: 3 clusters Score -1369335 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1369426.875000 Penalty: 4791.208496
	Iteration 21Q: 3 clusters Score -1369427 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1369490.125000 Penalty: 4791.208496
	Iteration 22Q: 3 clusters Score -1369490 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1369532.500000 Penalty: 4791.208496
	Iteration 23Q: 3 clusters Score -1369532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1369564.000000 Penalty: 4791.208496
	Iteration 24Q: 3 clusters Score -1369564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1369582.000000 Penalty: 4791.208496
	Iteration 25Q: 3 clusters Score -1369582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1369597.250000 Penalty: 4791.208496
	Iteration 26Q: 3 clusters Score -1369597 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1369600.875000 Penalty: 4791.208496
	Iteration 27Q: 3 clusters Score -1369601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1369609.625000 Penalty: 4791.208496
	Iteration 28Q: 3 clusters Score -1369610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1369624.125000 Penalty: 4791.208496
	Iteration 29Q: 3 clusters Score -1369624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1369630.625000 Penalty: 4791.208496
	Iteration 30Q: 3 clusters Score -1369631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1369635.500000 Penalty: 4791.208496
	Iteration 31Q: 3 clusters Score -1369636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1369645.625000 Penalty: 4791.208496
	Iteration 32Q: 3 clusters Score -1369646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1369653.000000 Penalty: 4791.208496
	Iteration 33Q: 3 clusters Score -1369653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1369657.875000 Penalty: 4791.208496
	Iteration 34Q: 3 clusters Score -1369658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1369663.500000 Penalty: 4791.208496
	Iteration 35Q: 3 clusters Score -1369664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1369670.625000 Penalty: 4791.208496
	Iteration 36Q: 3 clusters Score -1369671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1369670.375000 Penalty: 4791.208496
	Iteration 37Q: 3 clusters Score -1369670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1369676.125000 Penalty: 4791.208496
	Iteration 38Q: 3 clusters Score -1369676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1369675.875000 Penalty: 4791.208496
	Iteration 39Q: 3 clusters Score -1369676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1369678.250000 Penalty: 4791.208496
	Iteration 40F: 3 clusters Score -1369678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1369676.250000 Penalty: 4791.208496
	Iteration 41Q: 3 clusters Score -1369676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1369678.875000 Penalty: 4791.208496
	Iteration 42Q: 3 clusters Score -1369679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1369683.125000 Penalty: 4791.208496
	Iteration 43Q: 3 clusters Score -1369683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1369683.125000 Penalty: 4791.208496
	Iteration 44Q: 3 clusters Score -1369683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1369684.625000 Penalty: 4791.208496
	Iteration 45Q: 3 clusters Score -1369685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1369683.750000 Penalty: 4791.208496
	Iteration 46Q: 3 clusters Score -1369684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1369687.500000 Penalty: 4791.208496
	Iteration 47Q: 3 clusters Score -1369688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1369688.750000 Penalty: 4791.208496
	Iteration 48Q: 3 clusters Score -1369689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1369688.500000 Penalty: 4791.208496
	Iteration 49Q: 3 clusters Score -1369688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1369691.000000 Penalty: 4791.208496
	Iteration 50Q: 3 clusters Score -1369691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1369692.625000 Penalty: 4791.208496
	Iteration 51Q: 3 clusters Score -1369693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1369694.500000 Penalty: 4791.208496
	Iteration 52Q: 3 clusters Score -1369694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1369694.875000 Penalty: 4791.208496
	Iteration 53Q: 3 clusters Score -1369695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1369696.125000 Penalty: 4791.208496
	Iteration 54Q: 3 clusters Score -1369696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1369698.750000 Penalty: 4791.208496
	Iteration 55Q: 3 clusters Score -1369699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1369701.125000 Penalty: 4791.208496
	Iteration 56Q: 3 clusters Score -1369701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1369702.750000 Penalty: 4791.208496
	Iteration 57Q: 3 clusters Score -1369703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1369706.375000 Penalty: 4791.208496
	Iteration 58Q: 3 clusters Score -1369706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1369709.625000 Penalty: 4791.208496
	Iteration 59Q: 3 clusters Score -1369710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1369706.625000 Penalty: 4791.208496
	Iteration 60F: 3 clusters Score -1369707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1369709.250000 Penalty: 4791.208496
	Iteration 61Q: 3 clusters Score -1369709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1369709.625000 Penalty: 4791.208496
	Iteration 62Q: 3 clusters Score -1369710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1369709.125000 Penalty: 4791.208496
	Iteration 63Q: 3 clusters Score -1369709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1369712.875000 Penalty: 4791.208496
	Iteration 64Q: 3 clusters Score -1369713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1369718.875000 Penalty: 4791.208496
	Iteration 65Q: 3 clusters Score -1369719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1369713.625000 Penalty: 4791.208496
	Iteration 66Q: 3 clusters Score -1369714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1369718.375000 Penalty: 4791.208496
	Iteration 67Q: 3 clusters Score -1369718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1369718.125000 Penalty: 4791.208496
	Iteration 68Q: 3 clusters Score -1369718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1369719.875000 Penalty: 4791.208496
	Iteration 69Q: 3 clusters Score -1369720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1369723.625000 Penalty: 4791.208496
	Iteration 70Q: 3 clusters Score -1369724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1369723.375000 Penalty: 4791.208496
	Iteration 71Q: 3 clusters Score -1369723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1369724.625000 Penalty: 4791.208496
	Iteration 72Q: 3 clusters Score -1369725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1369726.250000 Penalty: 4791.208496
	Iteration 73Q: 3 clusters Score -1369726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1369725.375000 Penalty: 4791.208496
	Iteration 74Q: 3 clusters Score -1369725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1369724.000000 Penalty: 4791.208496
	Iteration 75Q: 3 clusters Score -1369724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1369726.125000 Penalty: 4791.208496
	Iteration 76Q: 3 clusters Score -1369726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1369725.750000 Penalty: 4791.208496
	Iteration 77Q: 3 clusters Score -1369726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1369725.375000 Penalty: 4791.208496
	Iteration 78Q: 3 clusters Score -1369725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1369725.750000 Penalty: 4791.208496
	Iteration 79Q: 3 clusters Score -1369726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1369728.500000 Penalty: 4791.208496
	Iteration 80F: 3 clusters Score -1369728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1369732.625000 Penalty: 4791.208496
	Iteration 81Q: 3 clusters Score -1369733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1369731.250000 Penalty: 4791.208496
	Iteration 82Q: 3 clusters Score -1369731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1369731.750000 Penalty: 4791.208496
	Iteration 83Q: 3 clusters Score -1369732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1369732.000000 Penalty: 4791.208496
	Iteration 84Q: 3 clusters Score -1369732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1369733.500000 Penalty: 4791.208496
	Iteration 85Q: 3 clusters Score -1369734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1369734.250000 Penalty: 4791.208496
	Iteration 86Q: 3 clusters Score -1369734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1369735.000000 Penalty: 4791.208496
	Iteration 87Q: 3 clusters Score -1369735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1369736.625000 Penalty: 4791.208496
	Iteration 88Q: 3 clusters Score -1369737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1369734.000000 Penalty: 4791.208496
	Iteration 89Q: 3 clusters Score -1369734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1369735.500000 Penalty: 4791.208496
	Iteration 90Q: 3 clusters Score -1369736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1369735.375000 Penalty: 4791.208496
	Iteration 91Q: 3 clusters Score -1369735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1369737.875000 Penalty: 4791.208496
	Iteration 92Q: 3 clusters Score -1369738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1369735.875000 Penalty: 4791.208496
	Iteration 93Q: 3 clusters Score -1369736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1369733.500000 Penalty: 4791.208496
	Iteration 94Q: 3 clusters Score -1369734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1369737.375000 Penalty: 4791.208496
	Iteration 95Q: 3 clusters Score -1369737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1369735.500000 Penalty: 4791.208496
	Iteration 96Q: 3 clusters Score -1369736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1369737.375000 Penalty: 4791.208496
	Iteration 97Q: 3 clusters Score -1369737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1369738.875000 Penalty: 4791.208496
	Iteration 98Q: 3 clusters Score -1369739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1369738.625000 Penalty: 4791.208496
	Iteration 99Q: 3 clusters Score -1369739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1369737.750000 Penalty: 4791.208496
	Iteration 100F: 3 clusters Score -1369738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1369738.000000 Penalty: 4791.208496
	Iteration 101Q: 3 clusters Score -1369738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1369738.000000 Penalty: 4791.208496
	Iteration 102F: 3 clusters Score -1369738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Entering Unmasked Estep 
Score: -417458.625000 Penalty: 2100.325195
	Iteration 0F: 2 clusters Score -417458.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -413116.031250 Penalty: 4200.650391
	Iteration 0F: 3 clusters Score -413116 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -414153.937500 Penalty: 4200.650391
	Iteration 1F: 3 clusters Score -414153.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -414345.093750 Penalty: 4200.650391
	Iteration 2F: 3 clusters Score -414345.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -414467.937500 Penalty: 4200.650391
	Iteration 3Q: 3 clusters Score -414467.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -414568.125000 Penalty: 4200.650391
	Iteration 4Q: 3 clusters Score -414568.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -414637.937500 Penalty: 4200.650391
	Iteration 5Q: 3 clusters Score -414637.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -414694.562500 Penalty: 4200.650391
	Iteration 6Q: 3 clusters Score -414694.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -414734.718750 Penalty: 4200.650391
	Iteration 7Q: 3 clusters Score -414734.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -414763.187500 Penalty: 4200.650391
	Iteration 8Q: 3 clusters Score -414763.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -414782.968750 Penalty: 4200.650391
	Iteration 9Q: 3 clusters Score -414783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -414804.218750 Penalty: 4200.650391
	Iteration 10Q: 3 clusters Score -414804.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -414823.250000 Penalty: 4200.650391
	Iteration 11Q: 3 clusters Score -414823.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -414837.000000 Penalty: 4200.650391
	Iteration 12Q: 3 clusters Score -414837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -414857.062500 Penalty: 4200.650391
	Iteration 13Q: 3 clusters Score -414857.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -414876.812500 Penalty: 4200.650391
	Iteration 14Q: 3 clusters Score -414876.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -414891.406250 Penalty: 4200.650391
	Iteration 15Q: 3 clusters Score -414891.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -414907.187500 Penalty: 4200.650391
	Iteration 16Q: 3 clusters Score -414907.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -414925.000000 Penalty: 4200.650391
	Iteration 17Q: 3 clusters Score -414925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -414933.468750 Penalty: 4200.650391
	Iteration 18Q: 3 clusters Score -414933.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -414946.906250 Penalty: 4200.650391
	Iteration 19Q: 3 clusters Score -414946.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -414956.531250 Penalty: 4200.650391
	Iteration 20F: 3 clusters Score -414956.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -414965.000000 Penalty: 4200.650391
	Iteration 21Q: 3 clusters Score -414965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -414973.750000 Penalty: 4200.650391
	Iteration 22Q: 3 clusters Score -414973.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -414982.531250 Penalty: 4200.650391
	Iteration 23Q: 3 clusters Score -414982.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -414990.062500 Penalty: 4200.650391
	Iteration 24Q: 3 clusters Score -414990.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -414998.437500 Penalty: 4200.650391
	Iteration 25Q: 3 clusters Score -414998.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -415010.093750 Penalty: 4200.650391
	Iteration 26Q: 3 clusters Score -415010.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -415020.968750 Penalty: 4200.650391
	Iteration 27Q: 3 clusters Score -415021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -415028.468750 Penalty: 4200.650391
	Iteration 28Q: 3 clusters Score -415028.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -415034.593750 Penalty: 4200.650391
	Iteration 29Q: 3 clusters Score -415034.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -415044.000000 Penalty: 4200.650391
	Iteration 30Q: 3 clusters Score -415044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -415049.937500 Penalty: 4200.650391
	Iteration 31Q: 3 clusters Score -415049.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -415059.593750 Penalty: 4200.650391
	Iteration 32Q: 3 clusters Score -415059.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -415066.718750 Penalty: 4200.650391
	Iteration 33Q: 3 clusters Score -415066.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -415076.156250 Penalty: 4200.650391
	Iteration 34Q: 3 clusters Score -415076.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -415085.312500 Penalty: 4200.650391
	Iteration 35Q: 3 clusters Score -415085.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -415094.562500 Penalty: 4200.650391
	Iteration 36Q: 3 clusters Score -415094.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -415104.843750 Penalty: 4200.650391
	Iteration 37Q: 3 clusters Score -415104.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -415117.625000 Penalty: 4200.650391
	Iteration 38Q: 3 clusters Score -415117.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -415128.843750 Penalty: 4200.650391
	Iteration 39Q: 3 clusters Score -415128.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -415137.468750 Penalty: 4200.650391
	Iteration 40F: 3 clusters Score -415137.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -415146.656250 Penalty: 4200.650391
	Iteration 41Q: 3 clusters Score -415146.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -415157.468750 Penalty: 4200.650391
	Iteration 42Q: 3 clusters Score -415157.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -415169.343750 Penalty: 4200.650391
	Iteration 43Q: 3 clusters Score -415169.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -415180.125000 Penalty: 4200.650391
	Iteration 44Q: 3 clusters Score -415180.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -415189.656250 Penalty: 4200.650391
	Iteration 45Q: 3 clusters Score -415189.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -415200.593750 Penalty: 4200.650391
	Iteration 46Q: 3 clusters Score -415200.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -415208.843750 Penalty: 4200.650391
	Iteration 47Q: 3 clusters Score -415208.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -415218.406250 Penalty: 4200.650391
	Iteration 48Q: 3 clusters Score -415218.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -415225.000000 Penalty: 4200.650391
	Iteration 49Q: 3 clusters Score -415225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -415234.281250 Penalty: 4200.650391
	Iteration 50Q: 3 clusters Score -415234.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -415240.281250 Penalty: 4200.650391
	Iteration 51Q: 3 clusters Score -415240.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -415247.968750 Penalty: 4200.650391
	Iteration 52Q: 3 clusters Score -415248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -415251.125000 Penalty: 4200.650391
	Iteration 53Q: 3 clusters Score -415251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -415257.406250 Penalty: 4200.650391
	Iteration 54Q: 3 clusters Score -415257.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -415262.625000 Penalty: 4200.650391
	Iteration 55Q: 3 clusters Score -415262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -415264.875000 Penalty: 4200.650391
	Iteration 56Q: 3 clusters Score -415264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -415266.031250 Penalty: 4200.650391
	Iteration 57Q: 3 clusters Score -415266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -415266.437500 Penalty: 4200.650391
	Iteration 58Q: 3 clusters Score -415266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -415267.531250 Penalty: 4200.650391
	Iteration 59Q: 3 clusters Score -415267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -415267.437500 Penalty: 4200.650391
	Iteration 60F: 3 clusters Score -415267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -415268.343750 Penalty: 4200.650391
	Iteration 61Q: 3 clusters Score -415268.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -415268.343750 Penalty: 4200.650391
	Iteration 62F: 3 clusters Score -415268.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Entering Unmasked Estep 
Score: -14780321.000000 Penalty: 2979.519531
	Iteration 0F: 2 clusters Score -1.478032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -14669641.000000 Penalty: 5959.039062
	Iteration 0F: 3 clusters Score -1.466964e+07 nChanged 79229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -14715879.000000 Penalty: 5959.039062
	Iteration 1F: 3 clusters Score -1.471588e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -14716959.000000 Penalty: 5959.039062
	Iteration 2Q: 3 clusters Score -1.471696e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -14718215.000000 Penalty: 5959.039062
	Iteration 3Q: 3 clusters Score -1.471822e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -14720277.000000 Penalty: 5959.039062
	Iteration 4Q: 3 clusters Score -1.472028e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -14723294.000000 Penalty: 5959.039062
	Iteration 5Q: 3 clusters Score -1.472329e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -14727576.000000 Penalty: 5959.039062
	Iteration 6F: 3 clusters Score -1.472758e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -14733787.000000 Penalty: 5959.039062
	Iteration 7F: 3 clusters Score -1.473379e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115812 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -14741505.000000 Penalty: 5959.039062
	Iteration 8F: 3 clusters Score -1.47415e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125069 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -14749437.000000 Penalty: 5959.039062
	Iteration 9F: 3 clusters Score -1.474944e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133687 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -14756606.000000 Penalty: 5959.039062
	Iteration 10F: 3 clusters Score -1.475661e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141198 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -14762205.000000 Penalty: 5959.039062
	Iteration 11Q: 3 clusters Score -1.47622e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147442 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -14766581.000000 Penalty: 5959.039062
	Iteration 12Q: 3 clusters Score -1.476658e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152471 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -14770184.000000 Penalty: 5959.039062
	Iteration 13Q: 3 clusters Score -1.477018e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -14772747.000000 Penalty: 5959.039062
	Iteration 14Q: 3 clusters Score -1.477275e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -14774649.000000 Penalty: 5959.039062
	Iteration 15Q: 3 clusters Score -1.477465e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -14775776.000000 Penalty: 5959.039062
	Iteration 16Q: 3 clusters Score -1.477578e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -14776566.000000 Penalty: 5959.039062
	Iteration 17Q: 3 clusters Score -1.477657e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162989 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -14776995.000000 Penalty: 5959.039062
	Iteration 18Q: 3 clusters Score -1.4777e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14777221.000000 Penalty: 5959.039062
	Iteration 19Q: 3 clusters Score -1.477722e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163819 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -14777389.000000 Penalty: 5959.039062
	Iteration 20F: 3 clusters Score -1.477739e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164033 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -14777504.000000 Penalty: 5959.039062
	Iteration 21Q: 3 clusters Score -1.47775e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14777614.000000 Penalty: 5959.039062
	Iteration 22Q: 3 clusters Score -1.477761e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -14777653.000000 Penalty: 5959.039062
	Iteration 23Q: 3 clusters Score -1.477765e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164362 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14777702.000000 Penalty: 5959.039062
	Iteration 24Q: 3 clusters Score -1.47777e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164414 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14777733.000000 Penalty: 5959.039062
	Iteration 25Q: 3 clusters Score -1.477773e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14777761.000000 Penalty: 5959.039062
	Iteration 26Q: 3 clusters Score -1.477776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164461 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14777778.000000 Penalty: 5959.039062
	Iteration 27Q: 3 clusters Score -1.477778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164477 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14777780.000000 Penalty: 5959.039062
	Iteration 28Q: 3 clusters Score -1.477778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164488 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14777808.000000 Penalty: 5959.039062
	Iteration 29Q: 3 clusters Score -1.477781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14777793.000000 Penalty: 5959.039062
	Iteration 30Q: 3 clusters Score -1.477779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164502 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14777801.000000 Penalty: 5959.039062
	Iteration 31Q: 3 clusters Score -1.47778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14777826.000000 Penalty: 5959.039062
	Iteration 32Q: 3 clusters Score -1.477783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164512 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14777833.000000 Penalty: 5959.039062
	Iteration 33Q: 3 clusters Score -1.477783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14777834.000000 Penalty: 5959.039062
	Iteration 34Q: 3 clusters Score -1.477783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164517 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14777832.000000 Penalty: 5959.039062
	Iteration 35Q: 3 clusters Score -1.477783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -14777837.000000 Penalty: 5959.039062
	Iteration 36Q: 3 clusters Score -1.477784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14777841.000000 Penalty: 5959.039062
	Iteration 37Q: 3 clusters Score -1.477784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -14777838.000000 Penalty: 5959.039062
	Iteration 38Q: 3 clusters Score -1.477784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -14777841.000000 Penalty: 5959.039062
	Iteration 39Q: 3 clusters Score -1.477784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164526 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14777848.000000 Penalty: 5959.039062
	Iteration 40F: 3 clusters Score -1.477785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -14777834.000000 Penalty: 5959.039062
	Iteration 41Q: 3 clusters Score -1.477783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -14777834.000000 Penalty: 5959.039062
	Iteration 42F: 3 clusters Score -1.477783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (129404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Entering Unmasked Estep 
Score: -11854192.000000 Penalty: 2919.132324
	Iteration 0F: 2 clusters Score -1.185419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -11767517.000000 Penalty: 5838.264648
	Iteration 0F: 3 clusters Score -1.176752e+07 nChanged 61613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -11803448.000000 Penalty: 5838.264648
	Iteration 1F: 3 clusters Score -1.180345e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -11804455.000000 Penalty: 5838.264648
	Iteration 2Q: 3 clusters Score -1.180446e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -11805545.000000 Penalty: 5838.264648
	Iteration 3Q: 3 clusters Score -1.180554e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -11806807.000000 Penalty: 5838.264648
	Iteration 4Q: 3 clusters Score -1.180681e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -11808621.000000 Penalty: 5838.264648
	Iteration 5Q: 3 clusters Score -1.180862e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -11811016.000000 Penalty: 5838.264648
	Iteration 6Q: 3 clusters Score -1.181102e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -11814100.000000 Penalty: 5838.264648
	Iteration 7Q: 3 clusters Score -1.18141e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -11818500.000000 Penalty: 5838.264648
	Iteration 8F: 3 clusters Score -1.18185e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -11823776.000000 Penalty: 5838.264648
	Iteration 9F: 3 clusters Score -1.182378e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 92048 members 
Entering Unmasked Estep 
Score: -11829001.000000 Penalty: 5838.264648
	Iteration 10F: 3 clusters Score -1.1829e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -11833431.000000 Penalty: 5838.264648
	Iteration 11Q: 3 clusters Score -1.183343e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -11836083.000000 Penalty: 5838.264648
	Iteration 12Q: 3 clusters Score -1.183608e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -11837603.000000 Penalty: 5838.264648
	Iteration 13Q: 3 clusters Score -1.18376e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -11838750.000000 Penalty: 5838.264648
	Iteration 14Q: 3 clusters Score -1.183875e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -11839947.000000 Penalty: 5838.264648
	Iteration 15Q: 3 clusters Score -1.183995e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -11841173.000000 Penalty: 5838.264648
	Iteration 16Q: 3 clusters Score -1.184117e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -11842452.000000 Penalty: 5838.264648
	Iteration 17Q: 3 clusters Score -1.184245e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 114657 members 
Entering Unmasked Estep 
Score: -11843825.000000 Penalty: 5838.264648
	Iteration 18Q: 3 clusters Score -1.184382e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 116991 members 
Entering Unmasked Estep 
Score: -11845051.000000 Penalty: 5838.264648
	Iteration 19Q: 3 clusters Score -1.184505e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 119089 members 
Entering Unmasked Estep 
Score: -11846250.000000 Penalty: 5838.264648
	Iteration 20F: 3 clusters Score -1.184625e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 120981 members 
Entering Unmasked Estep 
Score: -11847300.000000 Penalty: 5838.264648
	Iteration 21Q: 3 clusters Score -1.18473e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 122572 members 
Entering Unmasked Estep 
Score: -11848245.000000 Penalty: 5838.264648
	Iteration 22Q: 3 clusters Score -1.184824e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 123867 members 
Entering Unmasked Estep 
Score: -11848992.000000 Penalty: 5838.264648
	Iteration 23Q: 3 clusters Score -1.184899e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 124979 members 
Entering Unmasked Estep 
Score: -11849656.000000 Penalty: 5838.264648
	Iteration 24Q: 3 clusters Score -1.184966e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 125859 members 
Entering Unmasked Estep 
Score: -11850181.000000 Penalty: 5838.264648
	Iteration 25Q: 3 clusters Score -1.185018e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -11850550.000000 Penalty: 5838.264648
	Iteration 26Q: 3 clusters Score -1.185055e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 127002 members 
Entering Unmasked Estep 
Score: -11850834.000000 Penalty: 5838.264648
	Iteration 27Q: 3 clusters Score -1.185083e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 127384 members 
Entering Unmasked Estep 
Score: -11851117.000000 Penalty: 5838.264648
	Iteration 28Q: 3 clusters Score -1.185112e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 127659 members 
Entering Unmasked Estep 
Score: -11851271.000000 Penalty: 5838.264648
	Iteration 29Q: 3 clusters Score -1.185127e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 127878 members 
Entering Unmasked Estep 
Score: -11851366.000000 Penalty: 5838.264648
	Iteration 30Q: 3 clusters Score -1.185137e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 128036 members 
Entering Unmasked Estep 
Score: -11851441.000000 Penalty: 5838.264648
	Iteration 31Q: 3 clusters Score -1.185144e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 128155 members 
Entering Unmasked Estep 
Score: -11851490.000000 Penalty: 5838.264648
	Iteration 32Q: 3 clusters Score -1.185149e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 128236 members 
Entering Unmasked Estep 
Score: -11851533.000000 Penalty: 5838.264648
	Iteration 33Q: 3 clusters Score -1.185153e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -11851573.000000 Penalty: 5838.264648
	Iteration 34Q: 3 clusters Score -1.185157e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 128331 members 
Entering Unmasked Estep 
Score: -11851603.000000 Penalty: 5838.264648
	Iteration 35Q: 3 clusters Score -1.18516e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -11851628.000000 Penalty: 5838.264648
	Iteration 36Q: 3 clusters Score -1.185163e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 128412 members 
Entering Unmasked Estep 
Score: -11851660.000000 Penalty: 5838.264648
	Iteration 37Q: 3 clusters Score -1.185166e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -11851653.000000 Penalty: 5838.264648
	Iteration 38Q: 3 clusters Score -1.185165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 128473 members 
Entering Unmasked Estep 
Score: -11851671.000000 Penalty: 5838.264648
	Iteration 39Q: 3 clusters Score -1.185167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 128489 members 
Entering Unmasked Estep 
Score: -11851691.000000 Penalty: 5838.264648
	Iteration 40F: 3 clusters Score -1.185169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -11851708.000000 Penalty: 5838.264648
	Iteration 41Q: 3 clusters Score -1.185171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 128507 members 
Entering Unmasked Estep 
Score: -11851705.000000 Penalty: 5838.264648
	Iteration 42Q: 3 clusters Score -1.18517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 128510 members 
Entering Unmasked Estep 
Score: -11851701.000000 Penalty: 5838.264648
	Iteration 43Q: 3 clusters Score -1.18517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 128513 members 
Entering Unmasked Estep 
Score: -11851702.000000 Penalty: 5838.264648
	Iteration 44Q: 3 clusters Score -1.18517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 128516 members 
Entering Unmasked Estep 
Score: -11851712.000000 Penalty: 5838.264648
	Iteration 45Q: 3 clusters Score -1.185171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 128518 members 
Entering Unmasked Estep 
Score: -11851720.000000 Penalty: 5838.264648
	Iteration 46Q: 3 clusters Score -1.185172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -11851721.000000 Penalty: 5838.264648
	Iteration 47Q: 3 clusters Score -1.185172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 128523 members 
Entering Unmasked Estep 
Score: -11851716.000000 Penalty: 5838.264648
	Iteration 48Q: 3 clusters Score -1.185172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 128527 members 
Entering Unmasked Estep 
Score: -11851742.000000 Penalty: 5838.264648
	Iteration 49Q: 3 clusters Score -1.185174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -11851755.000000 Penalty: 5838.264648
	Iteration 50Q: 3 clusters Score -1.185176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 128546 members 
Entering Unmasked Estep 
Score: -11851742.000000 Penalty: 5838.264648
	Iteration 51Q: 3 clusters Score -1.185174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 128553 members 
Entering Unmasked Estep 
Score: -11851753.000000 Penalty: 5838.264648
	Iteration 52Q: 3 clusters Score -1.185175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 128560 members 
Entering Unmasked Estep 
Score: -11851759.000000 Penalty: 5838.264648
	Iteration 53Q: 3 clusters Score -1.185176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -11851771.000000 Penalty: 5838.264648
	Iteration 54Q: 3 clusters Score -1.185177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 128577 members 
Entering Unmasked Estep 
Score: -11851785.000000 Penalty: 5838.264648
	Iteration 55Q: 3 clusters Score -1.185178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
Score: -11851800.000000 Penalty: 5838.264648
	Iteration 56Q: 3 clusters Score -1.18518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -11851798.000000 Penalty: 5838.264648
	Iteration 57Q: 3 clusters Score -1.18518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 128605 members 
Entering Unmasked Estep 
Score: -11851811.000000 Penalty: 5838.264648
	Iteration 58Q: 3 clusters Score -1.185181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 128611 members 
Entering Unmasked Estep 
Score: -11851824.000000 Penalty: 5838.264648
	Iteration 59Q: 3 clusters Score -1.185182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 128621 members 
Entering Unmasked Estep 
Score: -11851828.000000 Penalty: 5838.264648
	Iteration 60F: 3 clusters Score -1.185183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 128623 members 
Entering Unmasked Estep 
Score: -11851829.000000 Penalty: 5838.264648
	Iteration 61Q: 3 clusters Score -1.185183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -11851824.000000 Penalty: 5838.264648
	Iteration 62Q: 3 clusters Score -1.185182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 128625 members 
Entering Unmasked Estep 
Score: -11851821.000000 Penalty: 5838.264648
	Iteration 63Q: 3 clusters Score -1.185182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 128627 members 
Entering Unmasked Estep 
Score: -11851828.000000 Penalty: 5838.264648
	Iteration 64Q: 3 clusters Score -1.185183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -11851831.000000 Penalty: 5838.264648
	Iteration 65Q: 3 clusters Score -1.185183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 128630 members 
Entering Unmasked Estep 
Score: -11851823.000000 Penalty: 5838.264648
	Iteration 66Q: 3 clusters Score -1.185182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 128632 members 
Entering Unmasked Estep 
Score: -11851822.000000 Penalty: 5838.264648
	Iteration 67Q: 3 clusters Score -1.185182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 128633 members 
Entering Unmasked Estep 
Score: -11851833.000000 Penalty: 5838.264648
	Iteration 68Q: 3 clusters Score -1.185183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 128633 members 
Entering Unmasked Estep 
Score: -11851833.000000 Penalty: 5838.264648
	Iteration 69F: 3 clusters Score -1.185183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -126842.500000 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126842.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -127336.578125 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127336.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -127528.390625 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127528.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -127703.859375 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -127703.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -127945.750000 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -127945.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -128189.593750 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -128189.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -128530.203125 Penalty: 3656.882324
	Iteration 6F: 3 clusters Score -128530.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -128880.570312 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -128880.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128978.078125 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -128978.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129002.695312 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -129002.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129022.101562 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -129022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129033.585938 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -129033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129038.679688 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -129038.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129042.562500 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -129042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129046.984375 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -129047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129053.242188 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -129053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129062.921875 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -129062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -129066.437500 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -129066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -129068.265625 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -129068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -129070.734375 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -129070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -129070.968750 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -129071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -27464.541016 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -27464.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26111.644531 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -26111.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26281.599609 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -26281.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26316.099609 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -26316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26327.978516 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -26327.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26341.857422 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -26341.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26351.740234 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -26351.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26358.310547 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -26358.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26364.638672 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -26364.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26368.111328 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -26368.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26372.314453 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -26372.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26372.314453 Penalty: 2923.623779
	Iteration 10F: 3 clusters Score -26372.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Entering Unmasked Estep 
Score: -9368173.000000 Penalty: 2859.085938
	Iteration 0F: 2 clusters Score -9368173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -9300297.000000 Penalty: 5718.171875
	Iteration 0F: 3 clusters Score -9300297 nChanged 48031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -9327459.000000 Penalty: 5718.171875
	Iteration 1F: 3 clusters Score -9327459 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -9328333.000000 Penalty: 5718.171875
	Iteration 2Q: 3 clusters Score -9328333 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -9329420.000000 Penalty: 5718.171875
	Iteration 3Q: 3 clusters Score -9329420 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -9331197.000000 Penalty: 5718.171875
	Iteration 4Q: 3 clusters Score -9331197 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -9334313.000000 Penalty: 5718.171875
	Iteration 5F: 3 clusters Score -9334313 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -9340116.000000 Penalty: 5718.171875
	Iteration 6F: 3 clusters Score -9340116 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -9348219.000000 Penalty: 5718.171875
	Iteration 7F: 3 clusters Score -9348219 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -9356730.000000 Penalty: 5718.171875
	Iteration 8F: 3 clusters Score -9356730 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -9362311.000000 Penalty: 5718.171875
	Iteration 9F: 3 clusters Score -9362311 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -9364528.000000 Penalty: 5718.171875
	Iteration 10Q: 3 clusters Score -9364528 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -9365217.000000 Penalty: 5718.171875
	Iteration 11Q: 3 clusters Score -9365217 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -9365408.000000 Penalty: 5718.171875
	Iteration 12Q: 3 clusters Score -9365408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -9365513.000000 Penalty: 5718.171875
	Iteration 13Q: 3 clusters Score -9365513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -9365569.000000 Penalty: 5718.171875
	Iteration 14Q: 3 clusters Score -9365569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -9365603.000000 Penalty: 5718.171875
	Iteration 15Q: 3 clusters Score -9365603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101356 members 
Entering Unmasked Estep 
Score: -9365640.000000 Penalty: 5718.171875
	Iteration 16Q: 3 clusters Score -9365640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -9365644.000000 Penalty: 5718.171875
	Iteration 17Q: 3 clusters Score -9365644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -9365660.000000 Penalty: 5718.171875
	Iteration 18Q: 3 clusters Score -9365660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -9365686.000000 Penalty: 5718.171875
	Iteration 19Q: 3 clusters Score -9365686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
Score: -9365688.000000 Penalty: 5718.171875
	Iteration 20F: 3 clusters Score -9365688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -9365691.000000 Penalty: 5718.171875
	Iteration 21Q: 3 clusters Score -9365691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -9365692.000000 Penalty: 5718.171875
	Iteration 22Q: 3 clusters Score -9365692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -9365692.000000 Penalty: 5718.171875
	Iteration 23F: 3 clusters Score -9365692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15150.581055 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15150.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15244.162109 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15244.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15278.015625 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15278.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15285.425781 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -15285.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15286.974609 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -15286.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15286.974609 Penalty: 2684.176270
	Iteration 5F: 3 clusters Score -15286.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42949.902344 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -42949.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43172.679688 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43172.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43327.031250 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43327.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43399.125000 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -43399.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43445.675781 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43445.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43485.226562 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43485.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43512.867188 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43512.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43529.042969 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -43529.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43551.207031 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -43551.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43562.117188 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -43562.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43565.511719 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -43565.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43568.675781 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -43568.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43572.277344 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -43572.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43573.871094 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -43573.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43580.156250 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -43580.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43587.078125 Penalty: 3156.916504
	Iteration 15Q: 3 clusters Score -43587.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43590.203125 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -43590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43591.167969 Penalty: 3156.916504
	Iteration 17Q: 3 clusters Score -43591.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43593.925781 Penalty: 3156.916504
	Iteration 18Q: 3 clusters Score -43593.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43600.738281 Penalty: 3156.916504
	Iteration 19Q: 3 clusters Score -43600.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43604.304688 Penalty: 3156.916504
	Iteration 20F: 3 clusters Score -43604.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -26307.537109 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -26307.54 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 173 members 
Entering Unmasked Estep 
Score: -25045.970703 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -25045.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25331.750000 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -25331.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25485.835938 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -25485.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25626.468750 Penalty: 2948.928711
	Iteration 3F: 3 clusters Score -25626.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25664.826172 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -25664.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -25700.378906 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -25700.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25745.250000 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -25745.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -25767.962891 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -25767.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -25767.962891 Penalty: 2948.928711
	Iteration 8F: 3 clusters Score -25767.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 51624 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 16849 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 165081 members 
Mstep: Class 22 contains 129404 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101577 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621800.000000 Penalty: 96286.414062
Iteration 319Q: 29 clusters Score -9.36218e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4813 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 51645 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438551 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 16848 members 
Mstep: Class 19 contains 15674 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 165082 members 
Mstep: Class 22 contains 129469 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101492 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621760.000000 Penalty: 96286.414062
Iteration 320F: 29 clusters Score -9.362176e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4807 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 51672 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 16847 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 165075 members 
Mstep: Class 22 contains 129545 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101404 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621848.000000 Penalty: 96286.414062
Iteration 321Q: 29 clusters Score -9.362185e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35166 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51697 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438548 members 
Mstep: Class 17 contains 7204 members 
Mstep: Class 18 contains 16845 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4763 members 
Mstep: Class 21 contains 165070 members 
Mstep: Class 22 contains 129619 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101330 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621904.000000 Penalty: 96286.414062
Iteration 322Q: 29 clusters Score -9.36219e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51723 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7200 members 
Mstep: Class 18 contains 16841 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 165059 members 
Mstep: Class 22 contains 129692 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101262 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621984.000000 Penalty: 96286.414062
Iteration 323Q: 29 clusters Score -9.362198e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 16841 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4763 members 
Mstep: Class 21 contains 165054 members 
Mstep: Class 22 contains 129756 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101188 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621944.000000 Penalty: 96286.414062
Iteration 324Q: 29 clusters Score -9.362194e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 51769 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 16842 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4762 members 
Mstep: Class 21 contains 165048 members 
Mstep: Class 22 contains 129814 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101129 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621952.000000 Penalty: 96286.414062
Iteration 325Q: 29 clusters Score -9.362195e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 51778 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438548 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 16837 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 4762 members 
Mstep: Class 21 contains 165048 members 
Mstep: Class 22 contains 129890 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 101063 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621976.000000 Penalty: 96286.414062
Iteration 326Q: 29 clusters Score -9.362198e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 51800 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438548 members 
Mstep: Class 17 contains 7175 members 
Mstep: Class 18 contains 16836 members 
Mstep: Class 19 contains 15662 members 
Mstep: Class 20 contains 4762 members 
Mstep: Class 21 contains 165047 members 
Mstep: Class 22 contains 129970 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100984 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622000.000000 Penalty: 96286.414062
Iteration 327Q: 29 clusters Score -9.3622e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51808 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 16832 members 
Mstep: Class 19 contains 15659 members 
Mstep: Class 20 contains 4762 members 
Mstep: Class 21 contains 165048 members 
Mstep: Class 22 contains 130067 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100909 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622048.000000 Penalty: 96286.414062
Iteration 328Q: 29 clusters Score -9.362205e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 51826 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7160 members 
Mstep: Class 18 contains 16829 members 
Mstep: Class 19 contains 15659 members 
Mstep: Class 20 contains 4763 members 
Mstep: Class 21 contains 165043 members 
Mstep: Class 22 contains 130144 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100841 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621936.000000 Penalty: 96286.414062
Iteration 329Q: 29 clusters Score -9.362194e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4732 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 51840 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 16827 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 4760 members 
Mstep: Class 21 contains 165029 members 
Mstep: Class 22 contains 130250 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100755 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621936.000000 Penalty: 96286.414062
Iteration 330Q: 29 clusters Score -9.362194e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4727 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 51863 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438540 members 
Mstep: Class 17 contains 7136 members 
Mstep: Class 18 contains 16829 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 4760 members 
Mstep: Class 21 contains 165027 members 
Mstep: Class 22 contains 130339 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100660 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621920.000000 Penalty: 96286.414062
Iteration 331Q: 29 clusters Score -9.362192e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 51886 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438541 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 16828 members 
Mstep: Class 19 contains 15662 members 
Mstep: Class 20 contains 4757 members 
Mstep: Class 21 contains 165030 members 
Mstep: Class 22 contains 130422 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100573 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621944.000000 Penalty: 96286.414062
Iteration 332Q: 29 clusters Score -9.362194e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 51911 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438542 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 16827 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 21 contains 165029 members 
Mstep: Class 22 contains 130501 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100483 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621984.000000 Penalty: 96286.414062
Iteration 333Q: 29 clusters Score -9.362198e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5733 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4709 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 51932 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 15660 members 
Mstep: Class 20 contains 4755 members 
Mstep: Class 21 contains 165028 members 
Mstep: Class 22 contains 130559 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100419 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621928.000000 Penalty: 96286.414062
Iteration 334Q: 29 clusters Score -9.362193e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5732 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4703 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 51956 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 15659 members 
Mstep: Class 20 contains 4754 members 
Mstep: Class 21 contains 165028 members 
Mstep: Class 22 contains 130625 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100342 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621864.000000 Penalty: 96286.414062
Iteration 335Q: 29 clusters Score -9.362186e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5732 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4696 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 51976 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7118 members 
Mstep: Class 18 contains 16822 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 4751 members 
Mstep: Class 21 contains 165028 members 
Mstep: Class 22 contains 130677 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100276 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621896.000000 Penalty: 96286.414062
Iteration 336Q: 29 clusters Score -9.36219e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52004 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 4748 members 
Mstep: Class 21 contains 165020 members 
Mstep: Class 22 contains 130743 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100200 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621952.000000 Penalty: 96286.414062
Iteration 337Q: 29 clusters Score -9.362195e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35164 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52030 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 15662 members 
Mstep: Class 20 contains 4746 members 
Mstep: Class 21 contains 165013 members 
Mstep: Class 22 contains 130800 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100137 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621904.000000 Penalty: 96286.414062
Iteration 338Q: 29 clusters Score -9.36219e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35164 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52057 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7116 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 15665 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 165004 members 
Mstep: Class 22 contains 130853 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100070 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621888.000000 Penalty: 96286.414062
Iteration 339Q: 29 clusters Score -9.362189e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35164 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52083 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438548 members 
Mstep: Class 17 contains 7117 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 164999 members 
Mstep: Class 22 contains 130908 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 100002 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621912.000000 Penalty: 96286.414062
Iteration 340F: 29 clusters Score -9.362191e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35164 members 
Mstep: Class 8 contains 4664 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52106 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13973 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7117 members 
Mstep: Class 18 contains 16823 members 
Mstep: Class 19 contains 15660 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 164995 members 
Mstep: Class 22 contains 130956 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99943 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622032.000000 Penalty: 96286.414062
Iteration 341Q: 29 clusters Score -9.362203e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35164 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52117 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13973 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7117 members 
Mstep: Class 18 contains 16822 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 164992 members 
Mstep: Class 22 contains 131010 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99884 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622040.000000 Penalty: 96286.414062
Iteration 342Q: 29 clusters Score -9.362204e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35164 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52131 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438548 members 
Mstep: Class 17 contains 7116 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 164995 members 
Mstep: Class 22 contains 131056 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99830 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622016.000000 Penalty: 96286.414062
Iteration 343Q: 29 clusters Score -9.362202e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35164 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52154 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438549 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 16823 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 165000 members 
Mstep: Class 22 contains 131102 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99767 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621984.000000 Penalty: 96286.414062
Iteration 344Q: 29 clusters Score -9.362198e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35164 members 
Mstep: Class 8 contains 4632 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 52173 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7110 members 
Mstep: Class 18 contains 16823 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 165005 members 
Mstep: Class 22 contains 131160 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99707 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621960.000000 Penalty: 96286.414062
Iteration 345Q: 29 clusters Score -9.362196e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 52202 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7104 members 
Mstep: Class 18 contains 16822 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 165004 members 
Mstep: Class 22 contains 131217 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99645 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622000.000000 Penalty: 96286.414062
Iteration 346Q: 29 clusters Score -9.3622e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4608 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52236 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 15657 members 
Mstep: Class 20 contains 4737 members 
Mstep: Class 21 contains 164989 members 
Mstep: Class 22 contains 131280 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99584 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621992.000000 Penalty: 96286.414062
Iteration 347Q: 29 clusters Score -9.362199e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52278 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438542 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 4736 members 
Mstep: Class 21 contains 164969 members 
Mstep: Class 22 contains 131324 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99532 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622000.000000 Penalty: 96286.414062
Iteration 348Q: 29 clusters Score -9.3622e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52311 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438541 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 16822 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164945 members 
Mstep: Class 22 contains 131384 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99484 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622040.000000 Penalty: 96286.414062
Iteration 349Q: 29 clusters Score -9.362204e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52337 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438541 members 
Mstep: Class 17 contains 7094 members 
Mstep: Class 18 contains 16819 members 
Mstep: Class 19 contains 15649 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164930 members 
Mstep: Class 22 contains 131428 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99450 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622000.000000 Penalty: 96286.414062
Iteration 350Q: 29 clusters Score -9.3622e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4557 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52364 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438541 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 16816 members 
Mstep: Class 19 contains 15650 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164913 members 
Mstep: Class 22 contains 131459 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99427 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622080.000000 Penalty: 96286.414062
Iteration 351Q: 29 clusters Score -9.362208e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52395 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438540 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 16816 members 
Mstep: Class 19 contains 15648 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164895 members 
Mstep: Class 22 contains 131487 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99398 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622064.000000 Penalty: 96286.414062
Iteration 352Q: 29 clusters Score -9.362206e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52410 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438541 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 16816 members 
Mstep: Class 19 contains 15647 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164884 members 
Mstep: Class 22 contains 131514 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99373 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622088.000000 Penalty: 96286.414062
Iteration 353Q: 29 clusters Score -9.362209e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52424 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 16816 members 
Mstep: Class 19 contains 15646 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164868 members 
Mstep: Class 22 contains 131544 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99353 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622096.000000 Penalty: 96286.414062
Iteration 354Q: 29 clusters Score -9.36221e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52442 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 16816 members 
Mstep: Class 19 contains 15644 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164851 members 
Mstep: Class 22 contains 131582 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99325 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622032.000000 Penalty: 96286.414062
Iteration 355Q: 29 clusters Score -9.362203e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52455 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7091 members 
Mstep: Class 18 contains 16816 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164837 members 
Mstep: Class 22 contains 131614 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99303 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622032.000000 Penalty: 96286.414062
Iteration 356Q: 29 clusters Score -9.362203e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4517 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52476 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7088 members 
Mstep: Class 18 contains 16818 members 
Mstep: Class 19 contains 15640 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 164818 members 
Mstep: Class 22 contains 131645 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99278 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621952.000000 Penalty: 96286.414062
Iteration 357Q: 29 clusters Score -9.362195e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4511 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52503 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 16819 members 
Mstep: Class 19 contains 15640 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 164804 members 
Mstep: Class 22 contains 131672 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99247 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621960.000000 Penalty: 96286.414062
Iteration 358Q: 29 clusters Score -9.362196e+07 nChanged 61
Entering ConstructFrom: 
Score: -93621960.000000 Penalty: 96286.414062
Entering ConstructFrom: 
Trying to split cluster 1 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -28595.917969 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -28595.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27293.107422 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -27293.11 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27618.853516 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -27618.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27964.648438 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -27964.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28168.537109 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -28168.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28243.357422 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -28243.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28306.242188 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -28306.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28336.865234 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -28336.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28339.341797 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -28339.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28339.341797 Penalty: 2947.628662
	Iteration 8F: 3 clusters Score -28339.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106586.937500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -106586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104465.351562 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -104465.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104801.101562 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -104801.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104914.382812 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -104914.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104965.515625 Penalty: 3544.408447
	Iteration 3Q: 3 clusters Score -104965.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105011.070312 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -105011.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105080.054688 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -105080.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105195.882812 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -105195.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105314.960938 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -105315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105418.625000 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -105418.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105489.187500 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -105489.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105575.898438 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -105575.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105664.937500 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -105664.9 nChanged 28
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: -105752.914062 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -105752.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105788.000000 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -105788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105807.867188 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -105807.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105820.000000 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -105820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105825.062500 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -105825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105829.257812 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -105829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105832.164062 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -105832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105832.625000 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -105832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105832.625000 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -105832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -574395.562500 Penalty: 2178.662109
	Iteration 0F: 2 clusters Score -574395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -568919.750000 Penalty: 4357.324219
	Iteration 0F: 3 clusters Score -568919.8 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -570253.750000 Penalty: 4357.324219
	Iteration 1F: 3 clusters Score -570253.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -570458.812500 Penalty: 4357.324219
	Iteration 2F: 3 clusters Score -570458.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -570587.375000 Penalty: 4357.324219
	Iteration 3Q: 3 clusters Score -570587.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -570678.875000 Penalty: 4357.324219
	Iteration 4Q: 3 clusters Score -570678.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -570742.687500 Penalty: 4357.324219
	Iteration 5Q: 3 clusters Score -570742.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -570788.062500 Penalty: 4357.324219
	Iteration 6Q: 3 clusters Score -570788.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -570836.562500 Penalty: 4357.324219
	Iteration 7Q: 3 clusters Score -570836.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -570886.687500 Penalty: 4357.324219
	Iteration 8Q: 3 clusters Score -570886.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -570938.562500 Penalty: 4357.324219
	Iteration 9Q: 3 clusters Score -570938.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -570999.437500 Penalty: 4357.324219
	Iteration 10Q: 3 clusters Score -570999.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -571057.375000 Penalty: 4357.324219
	Iteration 11Q: 3 clusters Score -571057.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -571124.875000 Penalty: 4357.324219
	Iteration 12Q: 3 clusters Score -571124.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -571210.687500 Penalty: 4357.324219
	Iteration 13Q: 3 clusters Score -571210.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -571315.750000 Penalty: 4357.324219
	Iteration 14Q: 3 clusters Score -571315.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -571417.000000 Penalty: 4357.324219
	Iteration 15Q: 3 clusters Score -571417 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -571520.062500 Penalty: 4357.324219
	Iteration 16Q: 3 clusters Score -571520.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -571639.437500 Penalty: 4357.324219
	Iteration 17Q: 3 clusters Score -571639.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -571776.437500 Penalty: 4357.324219
	Iteration 18Q: 3 clusters Score -571776.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -571920.187500 Penalty: 4357.324219
	Iteration 19Q: 3 clusters Score -571920.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -572027.312500 Penalty: 4357.324219
	Iteration 20F: 3 clusters Score -572027.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -572123.875000 Penalty: 4357.324219
	Iteration 21Q: 3 clusters Score -572123.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -572207.750000 Penalty: 4357.324219
	Iteration 22Q: 3 clusters Score -572207.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -572262.125000 Penalty: 4357.324219
	Iteration 23Q: 3 clusters Score -572262.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -572303.750000 Penalty: 4357.324219
	Iteration 24Q: 3 clusters Score -572303.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -572330.625000 Penalty: 4357.324219
	Iteration 25Q: 3 clusters Score -572330.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -572365.750000 Penalty: 4357.324219
	Iteration 26Q: 3 clusters Score -572365.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -572399.000000 Penalty: 4357.324219
	Iteration 27Q: 3 clusters Score -572399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -572428.375000 Penalty: 4357.324219
	Iteration 28Q: 3 clusters Score -572428.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -572448.687500 Penalty: 4357.324219
	Iteration 29Q: 3 clusters Score -572448.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -572465.000000 Penalty: 4357.324219
	Iteration 30Q: 3 clusters Score -572465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -572484.750000 Penalty: 4357.324219
	Iteration 31Q: 3 clusters Score -572484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -572498.437500 Penalty: 4357.324219
	Iteration 32Q: 3 clusters Score -572498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -572511.812500 Penalty: 4357.324219
	Iteration 33Q: 3 clusters Score -572511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -572517.312500 Penalty: 4357.324219
	Iteration 34Q: 3 clusters Score -572517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -572520.625000 Penalty: 4357.324219
	Iteration 35Q: 3 clusters Score -572520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -572521.125000 Penalty: 4357.324219
	Iteration 36Q: 3 clusters Score -572521.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -572521.125000 Penalty: 4357.324219
	Iteration 37F: 3 clusters Score -572521.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -531312.937500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -531312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -526319.125000 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -526319.1 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -527518.187500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -527518.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -527713.625000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -527713.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -527829.687500 Penalty: 4292.035156
	Iteration 3Q: 3 clusters Score -527829.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -527933.312500 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -527933.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -528007.875000 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -528007.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -528085.500000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -528085.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -528161.500000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -528161.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -528234.000000 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -528234 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -528292.125000 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -528292.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -528338.062500 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -528338.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -528377.312500 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -528377.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -528426.562500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -528426.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -528482.750000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -528482.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -528543.812500 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -528543.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -528613.125000 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -528613.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -528680.125000 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -528680.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -528746.000000 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -528746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -528805.812500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -528805.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -528863.250000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -528863.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -528924.750000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -528924.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -529000.437500 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -529000.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -529079.125000 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -529079.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -529136.062500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -529136.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -529177.500000 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -529177.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -529213.625000 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -529213.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -529248.125000 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -529248.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -529271.375000 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -529271.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -529291.187500 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -529291.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -529304.875000 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -529304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -529321.437500 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -529321.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -529339.812500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -529339.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -529355.812500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -529355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -529360.062500 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -529360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -529362.062500 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -529362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -529370.125000 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -529370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -529378.375000 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -529378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -529382.187500 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -529382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -529384.375000 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -529384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -529391.000000 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -529391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -529395.875000 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -529395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -529402.187500 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -529402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -529404.250000 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -529404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -529410.687500 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -529410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -529411.937500 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -529411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -529413.125000 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -529413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -529414.437500 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -529414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -529414.750000 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -529414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -529414.750000 Penalty: 4292.035156
	Iteration 48F: 3 clusters Score -529414.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Entering Unmasked Estep 
Score: -493380.250000 Penalty: 2149.413818
	Iteration 0F: 2 clusters Score -493380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -488343.312500 Penalty: 4298.827637
	Iteration 0F: 3 clusters Score -488343.3 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -489601.750000 Penalty: 4298.827637
	Iteration 1F: 3 clusters Score -489601.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -489877.062500 Penalty: 4298.827637
	Iteration 2F: 3 clusters Score -489877.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -490101.843750 Penalty: 4298.827637
	Iteration 3F: 3 clusters Score -490101.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -490282.843750 Penalty: 4298.827637
	Iteration 4Q: 3 clusters Score -490282.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -490433.812500 Penalty: 4298.827637
	Iteration 5Q: 3 clusters Score -490433.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -490543.031250 Penalty: 4298.827637
	Iteration 6Q: 3 clusters Score -490543 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -490665.125000 Penalty: 4298.827637
	Iteration 7Q: 3 clusters Score -490665.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490805.218750 Penalty: 4298.827637
	Iteration 8Q: 3 clusters Score -490805.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -490951.125000 Penalty: 4298.827637
	Iteration 9Q: 3 clusters Score -490951.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -491072.343750 Penalty: 4298.827637
	Iteration 10Q: 3 clusters Score -491072.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -491162.187500 Penalty: 4298.827637
	Iteration 11Q: 3 clusters Score -491162.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -491237.218750 Penalty: 4298.827637
	Iteration 12Q: 3 clusters Score -491237.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -491311.000000 Penalty: 4298.827637
	Iteration 13Q: 3 clusters Score -491311 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -491392.562500 Penalty: 4298.827637
	Iteration 14Q: 3 clusters Score -491392.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -491466.125000 Penalty: 4298.827637
	Iteration 15Q: 3 clusters Score -491466.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -491536.750000 Penalty: 4298.827637
	Iteration 16Q: 3 clusters Score -491536.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -491588.062500 Penalty: 4298.827637
	Iteration 17Q: 3 clusters Score -491588.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -491638.875000 Penalty: 4298.827637
	Iteration 18Q: 3 clusters Score -491638.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -491681.375000 Penalty: 4298.827637
	Iteration 19Q: 3 clusters Score -491681.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -491728.875000 Penalty: 4298.827637
	Iteration 20F: 3 clusters Score -491728.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -491799.156250 Penalty: 4298.827637
	Iteration 21Q: 3 clusters Score -491799.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -491880.125000 Penalty: 4298.827637
	Iteration 22Q: 3 clusters Score -491880.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -492001.875000 Penalty: 4298.827637
	Iteration 23Q: 3 clusters Score -492001.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -492112.750000 Penalty: 4298.827637
	Iteration 24Q: 3 clusters Score -492112.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -492188.750000 Penalty: 4298.827637
	Iteration 25Q: 3 clusters Score -492188.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -492232.406250 Penalty: 4298.827637
	Iteration 26Q: 3 clusters Score -492232.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -492252.125000 Penalty: 4298.827637
	Iteration 27Q: 3 clusters Score -492252.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -492261.906250 Penalty: 4298.827637
	Iteration 28Q: 3 clusters Score -492261.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -492266.656250 Penalty: 4298.827637
	Iteration 29Q: 3 clusters Score -492266.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -492271.937500 Penalty: 4298.827637
	Iteration 30Q: 3 clusters Score -492271.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -492276.562500 Penalty: 4298.827637
	Iteration 31Q: 3 clusters Score -492276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -492280.218750 Penalty: 4298.827637
	Iteration 32Q: 3 clusters Score -492280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -492282.843750 Penalty: 4298.827637
	Iteration 33Q: 3 clusters Score -492282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -492284.500000 Penalty: 4298.827637
	Iteration 34Q: 3 clusters Score -492284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -492285.531250 Penalty: 4298.827637
	Iteration 35Q: 3 clusters Score -492285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -492285.531250 Penalty: 4298.827637
	Iteration 36F: 3 clusters Score -492285.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -412672.812500 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -412672.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -408238.406250 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -408238.4 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -409261.625000 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -409261.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -409478.406250 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -409478.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -409594.437500 Penalty: 4202.727539
	Iteration 3Q: 3 clusters Score -409594.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -409672.718750 Penalty: 4202.727539
	Iteration 4Q: 3 clusters Score -409672.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -409722.718750 Penalty: 4202.727539
	Iteration 5Q: 3 clusters Score -409722.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -409755.812500 Penalty: 4202.727539
	Iteration 6Q: 3 clusters Score -409755.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -409792.968750 Penalty: 4202.727539
	Iteration 7Q: 3 clusters Score -409793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -409823.093750 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -409823.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -409855.218750 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -409855.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -409886.937500 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -409886.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -409919.812500 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -409919.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -409950.062500 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -409950.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -409973.750000 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -409973.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -409987.687500 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -409987.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -410009.843750 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -410009.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -410037.593750 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -410037.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -410072.093750 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -410072.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -410098.531250 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -410098.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -410125.875000 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -410125.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -410147.687500 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -410147.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -410178.250000 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -410178.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -410219.625000 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -410219.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -410261.562500 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -410261.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -410308.125000 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -410308.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -410359.562500 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -410359.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -410403.625000 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -410403.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -410441.187500 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -410441.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -410480.562500 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -410480.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -410527.312500 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -410527.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -410573.406250 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -410573.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -410617.937500 Penalty: 4202.727539
	Iteration 31Q: 3 clusters Score -410617.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -410645.781250 Penalty: 4202.727539
	Iteration 32Q: 3 clusters Score -410645.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -410669.875000 Penalty: 4202.727539
	Iteration 33Q: 3 clusters Score -410669.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -410693.750000 Penalty: 4202.727539
	Iteration 34Q: 3 clusters Score -410693.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -410716.593750 Penalty: 4202.727539
	Iteration 35Q: 3 clusters Score -410716.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -410739.218750 Penalty: 4202.727539
	Iteration 36Q: 3 clusters Score -410739.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -410760.093750 Penalty: 4202.727539
	Iteration 37Q: 3 clusters Score -410760.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -410771.281250 Penalty: 4202.727539
	Iteration 38Q: 3 clusters Score -410771.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -410778.750000 Penalty: 4202.727539
	Iteration 39Q: 3 clusters Score -410778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -410784.437500 Penalty: 4202.727539
	Iteration 40F: 3 clusters Score -410784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -410786.906250 Penalty: 4202.727539
	Iteration 41Q: 3 clusters Score -410786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -410790.906250 Penalty: 4202.727539
	Iteration 42Q: 3 clusters Score -410790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -410792.218750 Penalty: 4202.727539
	Iteration 43Q: 3 clusters Score -410792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -410792.687500 Penalty: 4202.727539
	Iteration 44Q: 3 clusters Score -410792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -410792.687500 Penalty: 4202.727539
	Iteration 45F: 3 clusters Score -410792.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Entering Unmasked Estep 
Score: -3334934.500000 Penalty: 2596.001953
	Iteration 0F: 2 clusters Score -3334934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3310961.750000 Penalty: 5192.003906
	Iteration 0F: 3 clusters Score -3310962 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3319637.500000 Penalty: 5192.003906
	Iteration 1F: 3 clusters Score -3319638 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3320025.500000 Penalty: 5192.003906
	Iteration 2Q: 3 clusters Score -3320026 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3320396.750000 Penalty: 5192.003906
	Iteration 3Q: 3 clusters Score -3320397 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3320708.750000 Penalty: 5192.003906
	Iteration 4Q: 3 clusters Score -3320709 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3320956.500000 Penalty: 5192.003906
	Iteration 5Q: 3 clusters Score -3320956 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3321211.000000 Penalty: 5192.003906
	Iteration 6Q: 3 clusters Score -3321211 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3321559.250000 Penalty: 5192.003906
	Iteration 7Q: 3 clusters Score -3321559 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3321985.500000 Penalty: 5192.003906
	Iteration 8Q: 3 clusters Score -3321986 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3322614.000000 Penalty: 5192.003906
	Iteration 9Q: 3 clusters Score -3322614 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3323547.250000 Penalty: 5192.003906
	Iteration 10F: 3 clusters Score -3323547 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3325015.000000 Penalty: 5192.003906
	Iteration 11F: 3 clusters Score -3325015 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3327012.750000 Penalty: 5192.003906
	Iteration 12F: 3 clusters Score -3327013 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3329143.000000 Penalty: 5192.003906
	Iteration 13F: 3 clusters Score -3329143 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3330779.000000 Penalty: 5192.003906
	Iteration 14F: 3 clusters Score -3330779 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3331730.000000 Penalty: 5192.003906
	Iteration 15Q: 3 clusters Score -3331730 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3332207.500000 Penalty: 5192.003906
	Iteration 16Q: 3 clusters Score -3332208 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3332403.500000 Penalty: 5192.003906
	Iteration 17Q: 3 clusters Score -3332404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3332522.000000 Penalty: 5192.003906
	Iteration 18Q: 3 clusters Score -3332522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3332607.250000 Penalty: 5192.003906
	Iteration 19Q: 3 clusters Score -3332607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3332646.750000 Penalty: 5192.003906
	Iteration 20F: 3 clusters Score -3332647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3332670.250000 Penalty: 5192.003906
	Iteration 21Q: 3 clusters Score -3332670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3332690.000000 Penalty: 5192.003906
	Iteration 22Q: 3 clusters Score -3332690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3332698.250000 Penalty: 5192.003906
	Iteration 23Q: 3 clusters Score -3332698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3332698.500000 Penalty: 5192.003906
	Iteration 24Q: 3 clusters Score -3332698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3332701.250000 Penalty: 5192.003906
	Iteration 25Q: 3 clusters Score -3332701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3332702.000000 Penalty: 5192.003906
	Iteration 26Q: 3 clusters Score -3332702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3332706.000000 Penalty: 5192.003906
	Iteration 27Q: 3 clusters Score -3332706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3332706.000000 Penalty: 5192.003906
	Iteration 28F: 3 clusters Score -3332706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -405605.406250 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -405605.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -401384.343750 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -401384.3 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -402348.531250 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -402348.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -402596.406250 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -402596.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -402754.937500 Penalty: 4172.819824
	Iteration 3F: 3 clusters Score -402754.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -402880.875000 Penalty: 4172.819824
	Iteration 4Q: 3 clusters Score -402880.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -403025.187500 Penalty: 4172.819824
	Iteration 5Q: 3 clusters Score -403025.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -403222.250000 Penalty: 4172.819824
	Iteration 6Q: 3 clusters Score -403222.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -403498.687500 Penalty: 4172.819824
	Iteration 7F: 3 clusters Score -403498.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -403874.125000 Penalty: 4172.819824
	Iteration 8F: 3 clusters Score -403874.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -404302.500000 Penalty: 4172.819824
	Iteration 9F: 3 clusters Score -404302.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -404653.593750 Penalty: 4172.819824
	Iteration 10F: 3 clusters Score -404653.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -404857.562500 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -404857.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -404952.218750 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -404952.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -404998.187500 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -404998.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -405020.843750 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -405020.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -405036.500000 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -405036.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -405044.031250 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -405044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -405048.812500 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -405048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -405050.687500 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -405050.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -405055.156250 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -405055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -405056.500000 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -405056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -405056.937500 Penalty: 4172.819824
	Iteration 21Q: 3 clusters Score -405056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -405056.500000 Penalty: 4172.819824
	Iteration 22Q: 3 clusters Score -405056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -405056.500000 Penalty: 4172.819824
	Iteration 23F: 3 clusters Score -405056.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65602.828125 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65602.83 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65958.890625 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -65958.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66165.234375 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -66165.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66349.085938 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -66349.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66482.117188 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -66482.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66586.656250 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -66586.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66670.343750 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66670.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66720.023438 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66720.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66736.546875 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66736.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66743.507812 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66743.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66762.296875 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -66762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -66778.187500 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -66778.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -66790.117188 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -66790.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -66790.117188 Penalty: 3329.023193
	Iteration 13F: 3 clusters Score -66790.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -995890.562500 Penalty: 2311.204834
	Iteration 0F: 2 clusters Score -995890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -987489.750000 Penalty: 4622.409668
	Iteration 0F: 3 clusters Score -987489.8 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -990023.937500 Penalty: 4622.409668
	Iteration 1F: 3 clusters Score -990023.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -990409.875000 Penalty: 4622.409668
	Iteration 2F: 3 clusters Score -990409.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -990788.375000 Penalty: 4622.409668
	Iteration 3F: 3 clusters Score -990788.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -991240.750000 Penalty: 4622.409668
	Iteration 4F: 3 clusters Score -991240.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -991795.125000 Penalty: 4622.409668
	Iteration 5F: 3 clusters Score -991795.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -992416.562500 Penalty: 4622.409668
	Iteration 6F: 3 clusters Score -992416.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -993066.750000 Penalty: 4622.409668
	Iteration 7F: 3 clusters Score -993066.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -993655.812500 Penalty: 4622.409668
	Iteration 8F: 3 clusters Score -993655.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -994061.187500 Penalty: 4622.409668
	Iteration 9Q: 3 clusters Score -994061.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -994307.562500 Penalty: 4622.409668
	Iteration 10Q: 3 clusters Score -994307.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -994472.250000 Penalty: 4622.409668
	Iteration 11Q: 3 clusters Score -994472.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -994591.250000 Penalty: 4622.409668
	Iteration 12Q: 3 clusters Score -994591.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -994651.187500 Penalty: 4622.409668
	Iteration 13Q: 3 clusters Score -994651.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -994688.562500 Penalty: 4622.409668
	Iteration 14Q: 3 clusters Score -994688.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -994710.687500 Penalty: 4622.409668
	Iteration 15Q: 3 clusters Score -994710.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -994727.062500 Penalty: 4622.409668
	Iteration 16Q: 3 clusters Score -994727.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -994733.250000 Penalty: 4622.409668
	Iteration 17Q: 3 clusters Score -994733.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -994739.562500 Penalty: 4622.409668
	Iteration 18Q: 3 clusters Score -994739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -994741.500000 Penalty: 4622.409668
	Iteration 19Q: 3 clusters Score -994741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -994744.312500 Penalty: 4622.409668
	Iteration 20F: 3 clusters Score -994744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -994744.562500 Penalty: 4622.409668
	Iteration 21Q: 3 clusters Score -994744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -994745.250000 Penalty: 4622.409668
	Iteration 22Q: 3 clusters Score -994745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -994746.625000 Penalty: 4622.409668
	Iteration 23Q: 3 clusters Score -994746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -994747.750000 Penalty: 4622.409668
	Iteration 24Q: 3 clusters Score -994747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -994749.437500 Penalty: 4622.409668
	Iteration 25Q: 3 clusters Score -994749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -994750.937500 Penalty: 4622.409668
	Iteration 26Q: 3 clusters Score -994750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -994751.875000 Penalty: 4622.409668
	Iteration 27Q: 3 clusters Score -994751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -994752.375000 Penalty: 4622.409668
	Iteration 28Q: 3 clusters Score -994752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -994752.375000 Penalty: 4622.409668
	Iteration 29F: 3 clusters Score -994752.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Entering Unmasked Estep 
Score: -4767092.500000 Penalty: 2695.527832
	Iteration 0F: 2 clusters Score -4767092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -4731518.500000 Penalty: 5391.055664
	Iteration 0F: 3 clusters Score -4731518 nChanged 24282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -4745503.500000 Penalty: 5391.055664
	Iteration 1F: 3 clusters Score -4745504 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -4746480.500000 Penalty: 5391.055664
	Iteration 2Q: 3 clusters Score -4746480 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4747684.000000 Penalty: 5391.055664
	Iteration 3F: 3 clusters Score -4747684 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4749684.500000 Penalty: 5391.055664
	Iteration 4F: 3 clusters Score -4749684 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4752554.000000 Penalty: 5391.055664
	Iteration 5F: 3 clusters Score -4752554 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -4756035.500000 Penalty: 5391.055664
	Iteration 6F: 3 clusters Score -4756036 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -4759544.000000 Penalty: 5391.055664
	Iteration 7F: 3 clusters Score -4759544 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -4762094.500000 Penalty: 5391.055664
	Iteration 8F: 3 clusters Score -4762094 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -4763467.000000 Penalty: 5391.055664
	Iteration 9Q: 3 clusters Score -4763467 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -4764167.000000 Penalty: 5391.055664
	Iteration 10Q: 3 clusters Score -4764167 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -4764415.000000 Penalty: 5391.055664
	Iteration 11Q: 3 clusters Score -4764415 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -4764560.000000 Penalty: 5391.055664
	Iteration 12Q: 3 clusters Score -4764560 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -4764643.000000 Penalty: 5391.055664
	Iteration 13Q: 3 clusters Score -4764643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -4764689.500000 Penalty: 5391.055664
	Iteration 14Q: 3 clusters Score -4764690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -4764726.500000 Penalty: 5391.055664
	Iteration 15Q: 3 clusters Score -4764726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -4764760.500000 Penalty: 5391.055664
	Iteration 16Q: 3 clusters Score -4764760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -4764789.500000 Penalty: 5391.055664
	Iteration 17Q: 3 clusters Score -4764790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -4764809.500000 Penalty: 5391.055664
	Iteration 18Q: 3 clusters Score -4764810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -4764815.500000 Penalty: 5391.055664
	Iteration 19Q: 3 clusters Score -4764816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -4764828.000000 Penalty: 5391.055664
	Iteration 20F: 3 clusters Score -4764828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4764832.000000 Penalty: 5391.055664
	Iteration 21Q: 3 clusters Score -4764832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -4764845.500000 Penalty: 5391.055664
	Iteration 22Q: 3 clusters Score -4764846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -4764840.000000 Penalty: 5391.055664
	Iteration 23Q: 3 clusters Score -4764840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -4764852.000000 Penalty: 5391.055664
	Iteration 24Q: 3 clusters Score -4764852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -4764853.500000 Penalty: 5391.055664
	Iteration 25Q: 3 clusters Score -4764854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -4764860.000000 Penalty: 5391.055664
	Iteration 26Q: 3 clusters Score -4764860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4764859.500000 Penalty: 5391.055664
	Iteration 27Q: 3 clusters Score -4764860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -4764861.500000 Penalty: 5391.055664
	Iteration 28Q: 3 clusters Score -4764862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4764865.500000 Penalty: 5391.055664
	Iteration 29Q: 3 clusters Score -4764866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -4764871.000000 Penalty: 5391.055664
	Iteration 30Q: 3 clusters Score -4764871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -4764882.000000 Penalty: 5391.055664
	Iteration 31Q: 3 clusters Score -4764882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -4764881.500000 Penalty: 5391.055664
	Iteration 32Q: 3 clusters Score -4764882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -4764881.000000 Penalty: 5391.055664
	Iteration 33Q: 3 clusters Score -4764881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -4764881.000000 Penalty: 5391.055664
	Iteration 34F: 3 clusters Score -4764881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -81252.914062 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81252.91 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81588.632812 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81588.63 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -81719.000000 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81845.312500 Penalty: 3428.226807
	Iteration 3F: 3 clusters Score -81845.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82023.062500 Penalty: 3428.226807
	Iteration 4F: 3 clusters Score -82023.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -82299.632812 Penalty: 3428.226807
	Iteration 5F: 3 clusters Score -82299.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82682.648438 Penalty: 3428.226807
	Iteration 6F: 3 clusters Score -82682.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -82953.015625 Penalty: 3428.226807
	Iteration 7F: 3 clusters Score -82953.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83140.421875 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -83140.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83191.648438 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -83191.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83202.640625 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -83202.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83209.789062 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -83209.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83213.820312 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -83213.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83217.601562 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -83217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83220.937500 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -83220.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83222.500000 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -83222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83225.812500 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -83225.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83231.085938 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -83231.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83248.617188 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -83248.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83277.609375 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -83277.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83320.492188 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -83320.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83397.375000 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -83397.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83504.601562 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -83504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83536.679688 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -83536.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83557.882812 Penalty: 3428.226807
	Iteration 24Q: 3 clusters Score -83557.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 25Q: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 26F: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52526 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 19 contains 15641 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 164792 members 
Mstep: Class 22 contains 131700 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99215 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 420 members 
Entering Unmasked Estep 
Score: -93620408.000000 Penalty: 99725.210938
Splitting cluster 12 changes total score from -93621960.000000 to -93620408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -139568.187500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -139568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137143.484375 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -137143.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -137665.156250 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -137665.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138122.718750 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -138122.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -138476.890625 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -138476.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -138863.453125 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -138863.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -139102.750000 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -139102.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -139274.312500 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -139274.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -139393.609375 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -139393.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -139478.500000 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -139478.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -139530.984375 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -139531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -139577.562500 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -139577.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -139646.609375 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -139646.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -139729.093750 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -139729.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -139848.671875 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -139848.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -140047.671875 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -140047.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -140287.640625 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -140287.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -140402.921875 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -140402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -140422.890625 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -140422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -140426.484375 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -140426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -140426.484375 Penalty: 3689.146484
	Iteration 19F: 3 clusters Score -140426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52526 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 19 contains 15641 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 164792 members 
Mstep: Class 22 contains 131700 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99215 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 1161 members 
Entering Unmasked Estep 
Score: -93621072.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93621960.000000 to -93621072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Entering Unmasked Estep 
Score: -2212148.750000 Penalty: 2510.211182
	Iteration 0F: 2 clusters Score -2212149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2194909.250000 Penalty: 5020.422363
	Iteration 0F: 3 clusters Score -2194909 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2200955.750000 Penalty: 5020.422363
	Iteration 1F: 3 clusters Score -2200956 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2201473.500000 Penalty: 5020.422363
	Iteration 2F: 3 clusters Score -2201474 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2201986.000000 Penalty: 5020.422363
	Iteration 3Q: 3 clusters Score -2201986 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2202509.500000 Penalty: 5020.422363
	Iteration 4Q: 3 clusters Score -2202510 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2203124.500000 Penalty: 5020.422363
	Iteration 5F: 3 clusters Score -2203124 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2203837.500000 Penalty: 5020.422363
	Iteration 6F: 3 clusters Score -2203838 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2204698.250000 Penalty: 5020.422363
	Iteration 7F: 3 clusters Score -2204698 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2205771.500000 Penalty: 5020.422363
	Iteration 8F: 3 clusters Score -2205772 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2206839.500000 Penalty: 5020.422363
	Iteration 9F: 3 clusters Score -2206840 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2207735.750000 Penalty: 5020.422363
	Iteration 10Q: 3 clusters Score -2207736 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2208313.500000 Penalty: 5020.422363
	Iteration 11Q: 3 clusters Score -2208314 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2208653.000000 Penalty: 5020.422363
	Iteration 12Q: 3 clusters Score -2208653 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2208862.250000 Penalty: 5020.422363
	Iteration 13Q: 3 clusters Score -2208862 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2208968.250000 Penalty: 5020.422363
	Iteration 14Q: 3 clusters Score -2208968 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2209062.000000 Penalty: 5020.422363
	Iteration 15Q: 3 clusters Score -2209062 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2209131.500000 Penalty: 5020.422363
	Iteration 16Q: 3 clusters Score -2209132 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2209198.000000 Penalty: 5020.422363
	Iteration 17Q: 3 clusters Score -2209198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2209253.500000 Penalty: 5020.422363
	Iteration 18Q: 3 clusters Score -2209254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2209291.500000 Penalty: 5020.422363
	Iteration 19Q: 3 clusters Score -2209292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2209306.250000 Penalty: 5020.422363
	Iteration 20F: 3 clusters Score -2209306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2209340.500000 Penalty: 5020.422363
	Iteration 21Q: 3 clusters Score -2209340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2209381.000000 Penalty: 5020.422363
	Iteration 22Q: 3 clusters Score -2209381 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2209389.000000 Penalty: 5020.422363
	Iteration 23Q: 3 clusters Score -2209389 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2209412.750000 Penalty: 5020.422363
	Iteration 24Q: 3 clusters Score -2209413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2209425.750000 Penalty: 5020.422363
	Iteration 25Q: 3 clusters Score -2209426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2209435.250000 Penalty: 5020.422363
	Iteration 26Q: 3 clusters Score -2209435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2209443.250000 Penalty: 5020.422363
	Iteration 27Q: 3 clusters Score -2209443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2209461.250000 Penalty: 5020.422363
	Iteration 28Q: 3 clusters Score -2209461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2209458.250000 Penalty: 5020.422363
	Iteration 29Q: 3 clusters Score -2209458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2209468.750000 Penalty: 5020.422363
	Iteration 30Q: 3 clusters Score -2209469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2209480.250000 Penalty: 5020.422363
	Iteration 31Q: 3 clusters Score -2209480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2209485.750000 Penalty: 5020.422363
	Iteration 32Q: 3 clusters Score -2209486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2209491.000000 Penalty: 5020.422363
	Iteration 33Q: 3 clusters Score -2209491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2209487.000000 Penalty: 5020.422363
	Iteration 34Q: 3 clusters Score -2209487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2209489.250000 Penalty: 5020.422363
	Iteration 35Q: 3 clusters Score -2209489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2209487.250000 Penalty: 5020.422363
	Iteration 36Q: 3 clusters Score -2209487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2209492.500000 Penalty: 5020.422363
	Iteration 37Q: 3 clusters Score -2209492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2209502.500000 Penalty: 5020.422363
	Iteration 38Q: 3 clusters Score -2209502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2209498.750000 Penalty: 5020.422363
	Iteration 39Q: 3 clusters Score -2209499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2209498.750000 Penalty: 5020.422363
	Iteration 40F: 3 clusters Score -2209499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2209505.000000 Penalty: 5020.422363
	Iteration 41Q: 3 clusters Score -2209505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2209504.750000 Penalty: 5020.422363
	Iteration 42Q: 3 clusters Score -2209505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2209504.750000 Penalty: 5020.422363
	Iteration 43Q: 3 clusters Score -2209505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2209505.000000 Penalty: 5020.422363
	Iteration 44Q: 3 clusters Score -2209505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2209511.500000 Penalty: 5020.422363
	Iteration 45Q: 3 clusters Score -2209512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2209512.250000 Penalty: 5020.422363
	Iteration 46Q: 3 clusters Score -2209512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2209513.250000 Penalty: 5020.422363
	Iteration 47Q: 3 clusters Score -2209513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2209518.750000 Penalty: 5020.422363
	Iteration 48Q: 3 clusters Score -2209519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2209522.000000 Penalty: 5020.422363
	Iteration 49Q: 3 clusters Score -2209522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2209532.000000 Penalty: 5020.422363
	Iteration 50Q: 3 clusters Score -2209532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2209540.500000 Penalty: 5020.422363
	Iteration 51Q: 3 clusters Score -2209540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2209550.250000 Penalty: 5020.422363
	Iteration 52Q: 3 clusters Score -2209550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2209559.750000 Penalty: 5020.422363
	Iteration 53Q: 3 clusters Score -2209560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2209571.750000 Penalty: 5020.422363
	Iteration 54Q: 3 clusters Score -2209572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2209574.500000 Penalty: 5020.422363
	Iteration 55Q: 3 clusters Score -2209574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2209585.750000 Penalty: 5020.422363
	Iteration 56Q: 3 clusters Score -2209586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2209588.500000 Penalty: 5020.422363
	Iteration 57Q: 3 clusters Score -2209588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2209596.750000 Penalty: 5020.422363
	Iteration 58Q: 3 clusters Score -2209597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2209598.000000 Penalty: 5020.422363
	Iteration 59Q: 3 clusters Score -2209598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2209608.250000 Penalty: 5020.422363
	Iteration 60F: 3 clusters Score -2209608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2209613.250000 Penalty: 5020.422363
	Iteration 61Q: 3 clusters Score -2209613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2209612.000000 Penalty: 5020.422363
	Iteration 62Q: 3 clusters Score -2209612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2209610.750000 Penalty: 5020.422363
	Iteration 63Q: 3 clusters Score -2209611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2209609.750000 Penalty: 5020.422363
	Iteration 64Q: 3 clusters Score -2209610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2209611.750000 Penalty: 5020.422363
	Iteration 65Q: 3 clusters Score -2209612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2209621.250000 Penalty: 5020.422363
	Iteration 66Q: 3 clusters Score -2209621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2209622.250000 Penalty: 5020.422363
	Iteration 67Q: 3 clusters Score -2209622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2209626.000000 Penalty: 5020.422363
	Iteration 68Q: 3 clusters Score -2209626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2209630.750000 Penalty: 5020.422363
	Iteration 69Q: 3 clusters Score -2209631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2209634.750000 Penalty: 5020.422363
	Iteration 70Q: 3 clusters Score -2209635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2209634.250000 Penalty: 5020.422363
	Iteration 71Q: 3 clusters Score -2209634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2209642.500000 Penalty: 5020.422363
	Iteration 72Q: 3 clusters Score -2209642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2209644.750000 Penalty: 5020.422363
	Iteration 73Q: 3 clusters Score -2209645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2209647.500000 Penalty: 5020.422363
	Iteration 74Q: 3 clusters Score -2209648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2209646.000000 Penalty: 5020.422363
	Iteration 75Q: 3 clusters Score -2209646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2209647.750000 Penalty: 5020.422363
	Iteration 76Q: 3 clusters Score -2209648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2209650.500000 Penalty: 5020.422363
	Iteration 77Q: 3 clusters Score -2209650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2209651.000000 Penalty: 5020.422363
	Iteration 78Q: 3 clusters Score -2209651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2209650.000000 Penalty: 5020.422363
	Iteration 79Q: 3 clusters Score -2209650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2209650.000000 Penalty: 5020.422363
	Iteration 80F: 3 clusters Score -2209650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2209647.750000 Penalty: 5020.422363
	Iteration 81Q: 3 clusters Score -2209648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2209648.750000 Penalty: 5020.422363
	Iteration 82Q: 3 clusters Score -2209649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2209648.750000 Penalty: 5020.422363
	Iteration 83F: 3 clusters Score -2209649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Entering Unmasked Estep 
Score: -1211905.125000 Penalty: 2367.006592
	Iteration 0F: 2 clusters Score -1211905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1201740.250000 Penalty: 4734.013184
	Iteration 0F: 3 clusters Score -1201740 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1204989.125000 Penalty: 4734.013184
	Iteration 1F: 3 clusters Score -1204989 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1205486.500000 Penalty: 4734.013184
	Iteration 2F: 3 clusters Score -1205486 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1206028.500000 Penalty: 4734.013184
	Iteration 3F: 3 clusters Score -1206028 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1206753.375000 Penalty: 4734.013184
	Iteration 4F: 3 clusters Score -1206753 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1207475.750000 Penalty: 4734.013184
	Iteration 5F: 3 clusters Score -1207476 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1208092.750000 Penalty: 4734.013184
	Iteration 6F: 3 clusters Score -1208093 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1208512.625000 Penalty: 4734.013184
	Iteration 7F: 3 clusters Score -1208513 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1208800.500000 Penalty: 4734.013184
	Iteration 8Q: 3 clusters Score -1208800 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1209022.375000 Penalty: 4734.013184
	Iteration 9Q: 3 clusters Score -1209022 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1209218.375000 Penalty: 4734.013184
	Iteration 10Q: 3 clusters Score -1209218 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1209353.250000 Penalty: 4734.013184
	Iteration 11Q: 3 clusters Score -1209353 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1209485.875000 Penalty: 4734.013184
	Iteration 12Q: 3 clusters Score -1209486 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1209614.000000 Penalty: 4734.013184
	Iteration 13Q: 3 clusters Score -1209614 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1209733.375000 Penalty: 4734.013184
	Iteration 14Q: 3 clusters Score -1209733 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1209844.250000 Penalty: 4734.013184
	Iteration 15Q: 3 clusters Score -1209844 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1209937.250000 Penalty: 4734.013184
	Iteration 16Q: 3 clusters Score -1209937 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1210009.625000 Penalty: 4734.013184
	Iteration 17Q: 3 clusters Score -1210010 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1210070.500000 Penalty: 4734.013184
	Iteration 18Q: 3 clusters Score -1210070 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1210124.750000 Penalty: 4734.013184
	Iteration 19Q: 3 clusters Score -1210125 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1210164.375000 Penalty: 4734.013184
	Iteration 20F: 3 clusters Score -1210164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1210197.625000 Penalty: 4734.013184
	Iteration 21Q: 3 clusters Score -1210198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1210218.125000 Penalty: 4734.013184
	Iteration 22Q: 3 clusters Score -1210218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1210243.375000 Penalty: 4734.013184
	Iteration 23Q: 3 clusters Score -1210243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1210255.875000 Penalty: 4734.013184
	Iteration 24Q: 3 clusters Score -1210256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1210277.250000 Penalty: 4734.013184
	Iteration 25Q: 3 clusters Score -1210277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1210286.375000 Penalty: 4734.013184
	Iteration 26Q: 3 clusters Score -1210286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1210293.500000 Penalty: 4734.013184
	Iteration 27Q: 3 clusters Score -1210294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1210302.750000 Penalty: 4734.013184
	Iteration 28Q: 3 clusters Score -1210303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1210312.750000 Penalty: 4734.013184
	Iteration 29Q: 3 clusters Score -1210313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1210322 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1210329 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1210334 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1210345 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1210349 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1210354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1210360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1210362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1210361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1210367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1210367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1210372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1210372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1210376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1210381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1210387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1210390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1210399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1210408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1210411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1210422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1210429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1210436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1210445 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1210452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1210465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1210479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1210486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1210493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1210503 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1210516.125000 Penalty: 4734.013184
	Iteration 60F: 3 clusters Score -1210516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1210529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1210536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1210547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1210561 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1210566 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1210575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1210582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1210589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1210599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1210612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1210620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1210634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1210649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1210656.625000 Penalty: 4734.013184
	Iteration 74Q: 3 clusters Score -1210657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1210669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1210681 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1210693.875000 Penalty: 4734.013184
	Iteration 77Q: 3 clusters Score -1210694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1210703.750000 Penalty: 4734.013184
	Iteration 78Q: 3 clusters Score -1210704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1210712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
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Entering Unmasked Estep 
Score: -1210722.875000 Penalty: 4734.013184
	Iteration 80F: 3 clusters Score -1210723 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1210727 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1210738 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1210743 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9037 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1210744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1210752.375000 Penalty: 4734.013184
	Iteration 85Q: 3 clusters Score -1210752 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1210759.500000 Penalty: 4734.013184
	Iteration 86Q: 3 clusters Score -1210760 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1210764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1210771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1210776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1210780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1210785.625000 Penalty: 4734.013184
	Iteration 91Q: 3 clusters Score -1210786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1210789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1210793.125000 Penalty: 4734.013184
	Iteration 93Q: 3 clusters Score -1210793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1210797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1210799.750000 Penalty: 4734.013184
	Iteration 95Q: 3 clusters Score -1210800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1210802.375000 Penalty: 4734.013184
	Iteration 96Q: 3 clusters Score -1210802 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1210804.875000 Penalty: 4734.013184
	Iteration 97Q: 3 clusters Score -1210805 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1210812.625000 Penalty: 4734.013184
	Iteration 98Q: 3 clusters Score -1210813 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1210817.875000 Penalty: 4734.013184
	Iteration 99Q: 3 clusters Score -1210818 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1210824.625000 Penalty: 4734.013184
	Iteration 100F: 3 clusters Score -1210825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1210829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1210830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1210833.625000 Penalty: 4734.013184
	Iteration 103Q: 3 clusters Score -1210834 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1210834.250000 Penalty: 4734.013184
	Iteration 104Q: 3 clusters Score -1210834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1210841.875000 Penalty: 4734.013184
	Iteration 105Q: 3 clusters Score -1210842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1210849.625000 Penalty: 4734.013184
	Iteration 106Q: 3 clusters Score -1210850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1210853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1210858.250000 Penalty: 4734.013184
	Iteration 108Q: 3 clusters Score -1210858 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1210861.875000 Penalty: 4734.013184
	Iteration 109Q: 3 clusters Score -1210862 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1210865.500000 Penalty: 4734.013184
	Iteration 110Q: 3 clusters Score -1210866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1210869.000000 Penalty: 4734.013184
	Iteration 111Q: 3 clusters Score -1210869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1210871.250000 Penalty: 4734.013184
	Iteration 112Q: 3 clusters Score -1210871 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1210872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1210878.250000 Penalty: 4734.013184
	Iteration 114Q: 3 clusters Score -1210878 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1210881 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1210886 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1210889.625000 Penalty: 4734.013184
	Iteration 117Q: 3 clusters Score -1210890 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1210888 nChanged 13
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Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1210889 nChanged 21
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Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1210892.250000 Penalty: 4734.013184
	Iteration 120F: 3 clusters Score -1210892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1210898 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1210901.750000 Penalty: 4734.013184
	Iteration 122Q: 3 clusters Score -1210902 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1210908.625000 Penalty: 4734.013184
	Iteration 123Q: 3 clusters Score -1210909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1210911.625000 Penalty: 4734.013184
	Iteration 124Q: 3 clusters Score -1210912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1210914.875000 Penalty: 4734.013184
	Iteration 125Q: 3 clusters Score -1210915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1210916.625000 Penalty: 4734.013184
	Iteration 126Q: 3 clusters Score -1210917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1210920.875000 Penalty: 4734.013184
	Iteration 127Q: 3 clusters Score -1210921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1210923.500000 Penalty: 4734.013184
	Iteration 128Q: 3 clusters Score -1210924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1210927.000000 Penalty: 4734.013184
	Iteration 129Q: 3 clusters Score -1210927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1210928.875000 Penalty: 4734.013184
	Iteration 130Q: 3 clusters Score -1210929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1210929.500000 Penalty: 4734.013184
	Iteration 131Q: 3 clusters Score -1210930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1210929.375000 Penalty: 4734.013184
	Iteration 132Q: 3 clusters Score -1210929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1210932.750000 Penalty: 4734.013184
	Iteration 133Q: 3 clusters Score -1210933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1210937.250000 Penalty: 4734.013184
	Iteration 134Q: 3 clusters Score -1210937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1210935.250000 Penalty: 4734.013184
	Iteration 135Q: 3 clusters Score -1210935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1210938.500000 Penalty: 4734.013184
	Iteration 136Q: 3 clusters Score -1210938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1210938.375000 Penalty: 4734.013184
	Iteration 137Q: 3 clusters Score -1210938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1210940.000000 Penalty: 4734.013184
	Iteration 138Q: 3 clusters Score -1210940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1210939.750000 Penalty: 4734.013184
	Iteration 139Q: 3 clusters Score -1210940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1210942.250000 Penalty: 4734.013184
	Iteration 140F: 3 clusters Score -1210942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1210938.625000 Penalty: 4734.013184
	Iteration 141Q: 3 clusters Score -1210939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1210945.625000 Penalty: 4734.013184
	Iteration 142Q: 3 clusters Score -1210946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1210945.000000 Penalty: 4734.013184
	Iteration 143Q: 3 clusters Score -1210945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1210946.500000 Penalty: 4734.013184
	Iteration 144Q: 3 clusters Score -1210946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1210949.125000 Penalty: 4734.013184
	Iteration 145Q: 3 clusters Score -1210949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1210949.375000 Penalty: 4734.013184
	Iteration 146Q: 3 clusters Score -1210949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1210952.875000 Penalty: 4734.013184
	Iteration 147Q: 3 clusters Score -1210953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1210952.000000 Penalty: 4734.013184
	Iteration 148Q: 3 clusters Score -1210952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1210950.875000 Penalty: 4734.013184
	Iteration 149Q: 3 clusters Score -1210951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1210951.375000 Penalty: 4734.013184
	Iteration 150Q: 3 clusters Score -1210951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1210954.500000 Penalty: 4734.013184
	Iteration 151Q: 3 clusters Score -1210954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1210954.875000 Penalty: 4734.013184
	Iteration 152Q: 3 clusters Score -1210955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1210954.875000 Penalty: 4734.013184
	Iteration 153Q: 3 clusters Score -1210955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1210954.250000 Penalty: 4734.013184
	Iteration 154Q: 3 clusters Score -1210954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1210953.375000 Penalty: 4734.013184
	Iteration 155Q: 3 clusters Score -1210953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1210954.375000 Penalty: 4734.013184
	Iteration 156Q: 3 clusters Score -1210954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1210955.500000 Penalty: 4734.013184
	Iteration 157Q: 3 clusters Score -1210956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1210954.875000 Penalty: 4734.013184
	Iteration 158Q: 3 clusters Score -1210955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1210954.625000 Penalty: 4734.013184
	Iteration 159Q: 3 clusters Score -1210955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1210954.875000 Penalty: 4734.013184
	Iteration 160F: 3 clusters Score -1210955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1210956.500000 Penalty: 4734.013184
	Iteration 161Q: 3 clusters Score -1210956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1210956.000000 Penalty: 4734.013184
	Iteration 162Q: 3 clusters Score -1210956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1210957.375000 Penalty: 4734.013184
	Iteration 163Q: 3 clusters Score -1210957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1210956.250000 Penalty: 4734.013184
	Iteration 164Q: 3 clusters Score -1210956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1210955.625000 Penalty: 4734.013184
	Iteration 165Q: 3 clusters Score -1210956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1210957.875000 Penalty: 4734.013184
	Iteration 166Q: 3 clusters Score -1210958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1210959.250000 Penalty: 4734.013184
	Iteration 167Q: 3 clusters Score -1210959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1210959.250000 Penalty: 4734.013184
	Iteration 168F: 3 clusters Score -1210959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438546 members 
Entering Unmasked Estep 
Score: -40294500.000000 Penalty: 3221.822510
	Iteration 0F: 2 clusters Score -4.02945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219570 members 
Mstep: Class 2 contains 218976 members 
Entering Unmasked Estep 
Score: -39999444.000000 Penalty: 6443.645020
	Iteration 0F: 3 clusters Score -3.999944e+07 nChanged 213557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228501 members 
Mstep: Class 2 contains 210045 members 
Entering Unmasked Estep 
Score: -40128716.000000 Penalty: 6443.645020
	Iteration 1F: 3 clusters Score -4.012872e+07 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235245 members 
Mstep: Class 2 contains 203301 members 
Entering Unmasked Estep 
Score: -40132700.000000 Penalty: 6443.645020
	Iteration 2Q: 3 clusters Score -4.01327e+07 nChanged 18048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245865 members 
Mstep: Class 2 contains 192681 members 
Entering Unmasked Estep 
Score: -40139548.000000 Penalty: 6443.645020
	Iteration 3Q: 3 clusters Score -4.013955e+07 nChanged 23160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262105 members 
Mstep: Class 2 contains 176441 members 
Entering Unmasked Estep 
Score: -40150836.000000 Penalty: 6443.645020
	Iteration 4F: 3 clusters Score -4.015084e+07 nChanged 29302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285357 members 
Mstep: Class 2 contains 153189 members 
Entering Unmasked Estep 
Score: -40169344.000000 Penalty: 6443.645020
	Iteration 5F: 3 clusters Score -4.016934e+07 nChanged 33676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314195 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -40194628.000000 Penalty: 6443.645020
	Iteration 6F: 3 clusters Score -4.019463e+07 nChanged 33028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343931 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -40223508.000000 Penalty: 6443.645020
	Iteration 7F: 3 clusters Score -4.022351e+07 nChanged 26445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368308 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -40248284.000000 Penalty: 6443.645020
	Iteration 8F: 3 clusters Score -4.024828e+07 nChanged 17894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384752 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -40263596.000000 Penalty: 6443.645020
	Iteration 9Q: 3 clusters Score -4.02636e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395448 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -40272516.000000 Penalty: 6443.645020
	Iteration 10Q: 3 clusters Score -4.027252e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402828 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -40277008.000000 Penalty: 6443.645020
	Iteration 11Q: 3 clusters Score -4.027701e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408657 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -40280536.000000 Penalty: 6443.645020
	Iteration 12Q: 3 clusters Score -4.028054e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413483 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -40283028.000000 Penalty: 6443.645020
	Iteration 13Q: 3 clusters Score -4.028303e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417520 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -40285204.000000 Penalty: 6443.645020
	Iteration 14Q: 3 clusters Score -4.02852e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420810 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -40286864.000000 Penalty: 6443.645020
	Iteration 15Q: 3 clusters Score -4.028686e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423444 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -40287904.000000 Penalty: 6443.645020
	Iteration 16Q: 3 clusters Score -4.02879e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425555 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -40288960.000000 Penalty: 6443.645020
	Iteration 17Q: 3 clusters Score -4.028896e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427264 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -40289520.000000 Penalty: 6443.645020
	Iteration 18Q: 3 clusters Score -4.028952e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428616 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -40290056.000000 Penalty: 6443.645020
	Iteration 19Q: 3 clusters Score -4.029006e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429702 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -40290528.000000 Penalty: 6443.645020
	Iteration 20F: 3 clusters Score -4.029053e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430581 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -40290924.000000 Penalty: 6443.645020
	Iteration 21Q: 3 clusters Score -4.029092e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431340 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -40291156.000000 Penalty: 6443.645020
	Iteration 22Q: 3 clusters Score -4.029116e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431978 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -40291492.000000 Penalty: 6443.645020
	Iteration 23Q: 3 clusters Score -4.029149e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432495 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -40291588.000000 Penalty: 6443.645020
	Iteration 24Q: 3 clusters Score -4.029159e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432906 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -40291728.000000 Penalty: 6443.645020
	Iteration 25Q: 3 clusters Score -4.029173e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433253 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -40291840.000000 Penalty: 6443.645020
	Iteration 26Q: 3 clusters Score -4.029184e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433530 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -40291840.000000 Penalty: 6443.645020
	Iteration 27Q: 3 clusters Score -4.029184e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433756 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -40291888.000000 Penalty: 6443.645020
	Iteration 28Q: 3 clusters Score -4.029189e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433936 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -40291960.000000 Penalty: 6443.645020
	Iteration 29Q: 3 clusters Score -4.029196e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434098 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -40292024.000000 Penalty: 6443.645020
	Iteration 30Q: 3 clusters Score -4.029202e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434218 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -40292108.000000 Penalty: 6443.645020
	Iteration 31Q: 3 clusters Score -4.029211e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434335 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -40292100.000000 Penalty: 6443.645020
	Iteration 32Q: 3 clusters Score -4.02921e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434440 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -40292052.000000 Penalty: 6443.645020
	Iteration 33Q: 3 clusters Score -4.029205e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434536 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -40292144.000000 Penalty: 6443.645020
	Iteration 34Q: 3 clusters Score -4.029214e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434622 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -40292172.000000 Penalty: 6443.645020
	Iteration 35Q: 3 clusters Score -4.029217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434685 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -40292156.000000 Penalty: 6443.645020
	Iteration 36Q: 3 clusters Score -4.029216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434728 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -40292136.000000 Penalty: 6443.645020
	Iteration 37Q: 3 clusters Score -4.029214e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434773 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -40292172.000000 Penalty: 6443.645020
	Iteration 38Q: 3 clusters Score -4.029217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434814 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -40292200.000000 Penalty: 6443.645020
	Iteration 39Q: 3 clusters Score -4.02922e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434859 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -40292168.000000 Penalty: 6443.645020
	Iteration 40F: 3 clusters Score -4.029217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434895 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -40292196.000000 Penalty: 6443.645020
	Iteration 41Q: 3 clusters Score -4.02922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434923 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -40292212.000000 Penalty: 6443.645020
	Iteration 42Q: 3 clusters Score -4.029221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434952 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -40292280.000000 Penalty: 6443.645020
	Iteration 43Q: 3 clusters Score -4.029228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434976 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -40292256.000000 Penalty: 6443.645020
	Iteration 44Q: 3 clusters Score -4.029226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435006 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -40292252.000000 Penalty: 6443.645020
	Iteration 45Q: 3 clusters Score -4.029225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435024 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -40292268.000000 Penalty: 6443.645020
	Iteration 46Q: 3 clusters Score -4.029227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435049 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -40292244.000000 Penalty: 6443.645020
	Iteration 47Q: 3 clusters Score -4.029224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435070 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -40292244.000000 Penalty: 6443.645020
	Iteration 48Q: 3 clusters Score -4.029224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435093 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -40292236.000000 Penalty: 6443.645020
	Iteration 49Q: 3 clusters Score -4.029224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435110 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -40292240.000000 Penalty: 6443.645020
	Iteration 50Q: 3 clusters Score -4.029224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435125 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.645020
	Iteration 51Q: 3 clusters Score -4.029229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435141 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.645020
	Iteration 52Q: 3 clusters Score -4.029229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435154 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -40292280.000000 Penalty: 6443.645020
	Iteration 53Q: 3 clusters Score -4.029228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435164 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -40292288.000000 Penalty: 6443.645020
	Iteration 54Q: 3 clusters Score -4.029229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435172 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -40292296.000000 Penalty: 6443.645020
	Iteration 55Q: 3 clusters Score -4.02923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435183 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -40292304.000000 Penalty: 6443.645020
	Iteration 56Q: 3 clusters Score -4.02923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435192 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -40292312.000000 Penalty: 6443.645020
	Iteration 57Q: 3 clusters Score -4.029231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435202 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -40292300.000000 Penalty: 6443.645020
	Iteration 58Q: 3 clusters Score -4.02923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435212 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -40292312.000000 Penalty: 6443.645020
	Iteration 59Q: 3 clusters Score -4.029231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435221 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -40292316.000000 Penalty: 6443.645020
	Iteration 60F: 3 clusters Score -4.029232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435226 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -40292296.000000 Penalty: 6443.645020
	Iteration 61Q: 3 clusters Score -4.02923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435232 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -40292312.000000 Penalty: 6443.645020
	Iteration 62Q: 3 clusters Score -4.029231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435239 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -40292328.000000 Penalty: 6443.645020
	Iteration 63Q: 3 clusters Score -4.029233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435248 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -40292320.000000 Penalty: 6443.645020
	Iteration 64Q: 3 clusters Score -4.029232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435253 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -40292336.000000 Penalty: 6443.645020
	Iteration 65Q: 3 clusters Score -4.029234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435257 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -40292324.000000 Penalty: 6443.645020
	Iteration 66Q: 3 clusters Score -4.029232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435260 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -40292344.000000 Penalty: 6443.645020
	Iteration 67Q: 3 clusters Score -4.029234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435261 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -40292344.000000 Penalty: 6443.645020
	Iteration 68Q: 3 clusters Score -4.029234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435262 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -40292320.000000 Penalty: 6443.645020
	Iteration 69Q: 3 clusters Score -4.029232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435267 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -40292316.000000 Penalty: 6443.645020
	Iteration 70Q: 3 clusters Score -4.029232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435267 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -40292316.000000 Penalty: 6443.645020
	Iteration 71F: 3 clusters Score -4.029232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -653618.437500 Penalty: 2198.737305
	Iteration 0F: 2 clusters Score -653618.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -647761.937500 Penalty: 4397.474609
	Iteration 0F: 3 clusters Score -647761.9 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -649261.187500 Penalty: 4397.474609
	Iteration 1F: 3 clusters Score -649261.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -649509.937500 Penalty: 4397.474609
	Iteration 2F: 3 clusters Score -649509.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -649668.687500 Penalty: 4397.474609
	Iteration 3F: 3 clusters Score -649668.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -649787.062500 Penalty: 4397.474609
	Iteration 4Q: 3 clusters Score -649787.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -649876.437500 Penalty: 4397.474609
	Iteration 5Q: 3 clusters Score -649876.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -649973.125000 Penalty: 4397.474609
	Iteration 6Q: 3 clusters Score -649973.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -650072.250000 Penalty: 4397.474609
	Iteration 7Q: 3 clusters Score -650072.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -650176.375000 Penalty: 4397.474609
	Iteration 8Q: 3 clusters Score -650176.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -650265.312500 Penalty: 4397.474609
	Iteration 9Q: 3 clusters Score -650265.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -650345.875000 Penalty: 4397.474609
	Iteration 10Q: 3 clusters Score -650345.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -650424.687500 Penalty: 4397.474609
	Iteration 11Q: 3 clusters Score -650424.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -650496.375000 Penalty: 4397.474609
	Iteration 12Q: 3 clusters Score -650496.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -650573.687500 Penalty: 4397.474609
	Iteration 13Q: 3 clusters Score -650573.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -650642.437500 Penalty: 4397.474609
	Iteration 14Q: 3 clusters Score -650642.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -650701.625000 Penalty: 4397.474609
	Iteration 15Q: 3 clusters Score -650701.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -650760.875000 Penalty: 4397.474609
	Iteration 16Q: 3 clusters Score -650760.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -650825.687500 Penalty: 4397.474609
	Iteration 17Q: 3 clusters Score -650825.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -650880.187500 Penalty: 4397.474609
	Iteration 18Q: 3 clusters Score -650880.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -650931.937500 Penalty: 4397.474609
	Iteration 19Q: 3 clusters Score -650931.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -650976.312500 Penalty: 4397.474609
	Iteration 20F: 3 clusters Score -650976.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -651011.625000 Penalty: 4397.474609
	Iteration 21Q: 3 clusters Score -651011.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -651058.875000 Penalty: 4397.474609
	Iteration 22Q: 3 clusters Score -651058.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -651091.062500 Penalty: 4397.474609
	Iteration 23Q: 3 clusters Score -651091.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -651126.937500 Penalty: 4397.474609
	Iteration 24Q: 3 clusters Score -651126.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -651160.437500 Penalty: 4397.474609
	Iteration 25Q: 3 clusters Score -651160.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -651200.312500 Penalty: 4397.474609
	Iteration 26Q: 3 clusters Score -651200.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -651232.625000 Penalty: 4397.474609
	Iteration 27Q: 3 clusters Score -651232.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -651262.000000 Penalty: 4397.474609
	Iteration 28Q: 3 clusters Score -651262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -651284.250000 Penalty: 4397.474609
	Iteration 29Q: 3 clusters Score -651284.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -651308.187500 Penalty: 4397.474609
	Iteration 30Q: 3 clusters Score -651308.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -651329.687500 Penalty: 4397.474609
	Iteration 31Q: 3 clusters Score -651329.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -651345.875000 Penalty: 4397.474609
	Iteration 32Q: 3 clusters Score -651345.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -651366.187500 Penalty: 4397.474609
	Iteration 33Q: 3 clusters Score -651366.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -651384.500000 Penalty: 4397.474609
	Iteration 34Q: 3 clusters Score -651384.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -651405.750000 Penalty: 4397.474609
	Iteration 35Q: 3 clusters Score -651405.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -651422.562500 Penalty: 4397.474609
	Iteration 36Q: 3 clusters Score -651422.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -651433.687500 Penalty: 4397.474609
	Iteration 37Q: 3 clusters Score -651433.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -651446.250000 Penalty: 4397.474609
	Iteration 38Q: 3 clusters Score -651446.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -651459.812500 Penalty: 4397.474609
	Iteration 39Q: 3 clusters Score -651459.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -651472.562500 Penalty: 4397.474609
	Iteration 40F: 3 clusters Score -651472.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -651481.312500 Penalty: 4397.474609
	Iteration 41Q: 3 clusters Score -651481.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -651491.500000 Penalty: 4397.474609
	Iteration 42Q: 3 clusters Score -651491.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -651497.000000 Penalty: 4397.474609
	Iteration 43Q: 3 clusters Score -651497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -651501.937500 Penalty: 4397.474609
	Iteration 44Q: 3 clusters Score -651501.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -651507.062500 Penalty: 4397.474609
	Iteration 45Q: 3 clusters Score -651507.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -651510.750000 Penalty: 4397.474609
	Iteration 46Q: 3 clusters Score -651510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -651515.687500 Penalty: 4397.474609
	Iteration 47Q: 3 clusters Score -651515.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -651518.937500 Penalty: 4397.474609
	Iteration 48Q: 3 clusters Score -651518.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -651523.062500 Penalty: 4397.474609
	Iteration 49Q: 3 clusters Score -651523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -651528.875000 Penalty: 4397.474609
	Iteration 50Q: 3 clusters Score -651528.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -651534.750000 Penalty: 4397.474609
	Iteration 51Q: 3 clusters Score -651534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -651537.250000 Penalty: 4397.474609
	Iteration 52Q: 3 clusters Score -651537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -651540.562500 Penalty: 4397.474609
	Iteration 53Q: 3 clusters Score -651540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -651548.250000 Penalty: 4397.474609
	Iteration 54Q: 3 clusters Score -651548.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -651556.000000 Penalty: 4397.474609
	Iteration 55Q: 3 clusters Score -651556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -651562.062500 Penalty: 4397.474609
	Iteration 56Q: 3 clusters Score -651562.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -651574.437500 Penalty: 4397.474609
	Iteration 57Q: 3 clusters Score -651574.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -651579.437500 Penalty: 4397.474609
	Iteration 58Q: 3 clusters Score -651579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -651585.500000 Penalty: 4397.474609
	Iteration 59Q: 3 clusters Score -651585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -651591.875000 Penalty: 4397.474609
	Iteration 60F: 3 clusters Score -651591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -651598.000000 Penalty: 4397.474609
	Iteration 61Q: 3 clusters Score -651598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -651600.312500 Penalty: 4397.474609
	Iteration 62Q: 3 clusters Score -651600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -651605.437500 Penalty: 4397.474609
	Iteration 63Q: 3 clusters Score -651605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -651611.687500 Penalty: 4397.474609
	Iteration 64Q: 3 clusters Score -651611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -651614.187500 Penalty: 4397.474609
	Iteration 65Q: 3 clusters Score -651614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -651619.062500 Penalty: 4397.474609
	Iteration 66Q: 3 clusters Score -651619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -651620.187500 Penalty: 4397.474609
	Iteration 67Q: 3 clusters Score -651620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -651620.687500 Penalty: 4397.474609
	Iteration 68Q: 3 clusters Score -651620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -651620.562500 Penalty: 4397.474609
	Iteration 69Q: 3 clusters Score -651620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -651621.437500 Penalty: 4397.474609
	Iteration 70Q: 3 clusters Score -651621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -651622.687500 Penalty: 4397.474609
	Iteration 71Q: 3 clusters Score -651622.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -651622.687500 Penalty: 4397.474609
	Iteration 72F: 3 clusters Score -651622.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Entering Unmasked Estep 
Score: -1418724.250000 Penalty: 2413.120361
	Iteration 0F: 2 clusters Score -1418724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1406762.250000 Penalty: 4826.240723
	Iteration 0F: 3 clusters Score -1406762 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1410493.125000 Penalty: 4826.240723
	Iteration 1F: 3 clusters Score -1410493 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1410823.625000 Penalty: 4826.240723
	Iteration 2F: 3 clusters Score -1410824 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1411050.500000 Penalty: 4826.240723
	Iteration 3Q: 3 clusters Score -1411050 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1411230.500000 Penalty: 4826.240723
	Iteration 4Q: 3 clusters Score -1411230 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1411419.750000 Penalty: 4826.240723
	Iteration 5Q: 3 clusters Score -1411420 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1411601.750000 Penalty: 4826.240723
	Iteration 6Q: 3 clusters Score -1411602 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1411785.500000 Penalty: 4826.240723
	Iteration 7Q: 3 clusters Score -1411786 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1411971.625000 Penalty: 4826.240723
	Iteration 8Q: 3 clusters Score -1411972 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1412174.625000 Penalty: 4826.240723
	Iteration 9Q: 3 clusters Score -1412175 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1412402.125000 Penalty: 4826.240723
	Iteration 10Q: 3 clusters Score -1412402 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1412615.750000 Penalty: 4826.240723
	Iteration 11Q: 3 clusters Score -1412616 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1412821.500000 Penalty: 4826.240723
	Iteration 12Q: 3 clusters Score -1412822 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1413009.125000 Penalty: 4826.240723
	Iteration 13Q: 3 clusters Score -1413009 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1413207.125000 Penalty: 4826.240723
	Iteration 14Q: 3 clusters Score -1413207 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1413404.375000 Penalty: 4826.240723
	Iteration 15Q: 3 clusters Score -1413404 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1413626.000000 Penalty: 4826.240723
	Iteration 16Q: 3 clusters Score -1413626 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1413838.875000 Penalty: 4826.240723
	Iteration 17Q: 3 clusters Score -1413839 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1414055.625000 Penalty: 4826.240723
	Iteration 18Q: 3 clusters Score -1414056 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1414265.875000 Penalty: 4826.240723
	Iteration 19Q: 3 clusters Score -1414266 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1414462.750000 Penalty: 4826.240723
	Iteration 20F: 3 clusters Score -1414463 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1414641.125000 Penalty: 4826.240723
	Iteration 21Q: 3 clusters Score -1414641 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1414782.625000 Penalty: 4826.240723
	Iteration 22Q: 3 clusters Score -1414783 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1414885.625000 Penalty: 4826.240723
	Iteration 23Q: 3 clusters Score -1414886 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1414966.500000 Penalty: 4826.240723
	Iteration 24Q: 3 clusters Score -1414966 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1415039.750000 Penalty: 4826.240723
	Iteration 25Q: 3 clusters Score -1415040 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1415080.250000 Penalty: 4826.240723
	Iteration 26Q: 3 clusters Score -1415080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1415117.750000 Penalty: 4826.240723
	Iteration 27Q: 3 clusters Score -1415118 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1415146.750000 Penalty: 4826.240723
	Iteration 28Q: 3 clusters Score -1415147 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1415178.750000 Penalty: 4826.240723
	Iteration 29Q: 3 clusters Score -1415179 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1415212.875000 Penalty: 4826.240723
	Iteration 30Q: 3 clusters Score -1415213 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1415244.000000 Penalty: 4826.240723
	Iteration 31Q: 3 clusters Score -1415244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1415274.875000 Penalty: 4826.240723
	Iteration 32Q: 3 clusters Score -1415275 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1415292.625000 Penalty: 4826.240723
	Iteration 33Q: 3 clusters Score -1415293 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1415315.375000 Penalty: 4826.240723
	Iteration 34Q: 3 clusters Score -1415315 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1415351.625000 Penalty: 4826.240723
	Iteration 35Q: 3 clusters Score -1415352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1415375.375000 Penalty: 4826.240723
	Iteration 36Q: 3 clusters Score -1415375 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1415404.750000 Penalty: 4826.240723
	Iteration 37Q: 3 clusters Score -1415405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1415433.125000 Penalty: 4826.240723
	Iteration 38Q: 3 clusters Score -1415433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1415450.250000 Penalty: 4826.240723
	Iteration 39Q: 3 clusters Score -1415450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1415483.375000 Penalty: 4826.240723
	Iteration 40F: 3 clusters Score -1415483 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1415496.875000 Penalty: 4826.240723
	Iteration 41Q: 3 clusters Score -1415497 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1415507.625000 Penalty: 4826.240723
	Iteration 42Q: 3 clusters Score -1415508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1415519.750000 Penalty: 4826.240723
	Iteration 43Q: 3 clusters Score -1415520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1415539.875000 Penalty: 4826.240723
	Iteration 44Q: 3 clusters Score -1415540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1415558.125000 Penalty: 4826.240723
	Iteration 45Q: 3 clusters Score -1415558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1415568.375000 Penalty: 4826.240723
	Iteration 46Q: 3 clusters Score -1415568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1415589.500000 Penalty: 4826.240723
	Iteration 47Q: 3 clusters Score -1415590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1415610.000000 Penalty: 4826.240723
	Iteration 48Q: 3 clusters Score -1415610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1415623.000000 Penalty: 4826.240723
	Iteration 49Q: 3 clusters Score -1415623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1415637.000000 Penalty: 4826.240723
	Iteration 50Q: 3 clusters Score -1415637 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1415659.125000 Penalty: 4826.240723
	Iteration 51Q: 3 clusters Score -1415659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1415678.000000 Penalty: 4826.240723
	Iteration 52Q: 3 clusters Score -1415678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1415689.625000 Penalty: 4826.240723
	Iteration 53Q: 3 clusters Score -1415690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1415704.125000 Penalty: 4826.240723
	Iteration 54Q: 3 clusters Score -1415704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1415708.750000 Penalty: 4826.240723
	Iteration 55Q: 3 clusters Score -1415709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1415715.500000 Penalty: 4826.240723
	Iteration 56Q: 3 clusters Score -1415716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1415720.375000 Penalty: 4826.240723
	Iteration 57Q: 3 clusters Score -1415720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1415722.875000 Penalty: 4826.240723
	Iteration 58Q: 3 clusters Score -1415723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1415723.875000 Penalty: 4826.240723
	Iteration 59Q: 3 clusters Score -1415724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1415727.250000 Penalty: 4826.240723
	Iteration 60F: 3 clusters Score -1415727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1415734.625000 Penalty: 4826.240723
	Iteration 61Q: 3 clusters Score -1415735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1415739.000000 Penalty: 4826.240723
	Iteration 62Q: 3 clusters Score -1415739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1415740.375000 Penalty: 4826.240723
	Iteration 63Q: 3 clusters Score -1415740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1415741.500000 Penalty: 4826.240723
	Iteration 64Q: 3 clusters Score -1415742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1415742.125000 Penalty: 4826.240723
	Iteration 65Q: 3 clusters Score -1415742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1415749.875000 Penalty: 4826.240723
	Iteration 66Q: 3 clusters Score -1415750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1415750.625000 Penalty: 4826.240723
	Iteration 67Q: 3 clusters Score -1415751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1415757.250000 Penalty: 4826.240723
	Iteration 68Q: 3 clusters Score -1415757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1415762.625000 Penalty: 4826.240723
	Iteration 69Q: 3 clusters Score -1415763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1415771.000000 Penalty: 4826.240723
	Iteration 70Q: 3 clusters Score -1415771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1415774.000000 Penalty: 4826.240723
	Iteration 71Q: 3 clusters Score -1415774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1415781.250000 Penalty: 4826.240723
	Iteration 72Q: 3 clusters Score -1415781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1415790.000000 Penalty: 4826.240723
	Iteration 73Q: 3 clusters Score -1415790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1415798.000000 Penalty: 4826.240723
	Iteration 74Q: 3 clusters Score -1415798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1415804.000000 Penalty: 4826.240723
	Iteration 75Q: 3 clusters Score -1415804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1415809.750000 Penalty: 4826.240723
	Iteration 76Q: 3 clusters Score -1415810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1415818.000000 Penalty: 4826.240723
	Iteration 77Q: 3 clusters Score -1415818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1415822.750000 Penalty: 4826.240723
	Iteration 78Q: 3 clusters Score -1415823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1415831.875000 Penalty: 4826.240723
	Iteration 79Q: 3 clusters Score -1415832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1415837.250000 Penalty: 4826.240723
	Iteration 80F: 3 clusters Score -1415837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1415841.750000 Penalty: 4826.240723
	Iteration 81Q: 3 clusters Score -1415842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1415846.500000 Penalty: 4826.240723
	Iteration 82Q: 3 clusters Score -1415846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1415852.375000 Penalty: 4826.240723
	Iteration 83Q: 3 clusters Score -1415852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1415857.125000 Penalty: 4826.240723
	Iteration 84Q: 3 clusters Score -1415857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1415865.625000 Penalty: 4826.240723
	Iteration 85Q: 3 clusters Score -1415866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1415883.375000 Penalty: 4826.240723
	Iteration 86Q: 3 clusters Score -1415883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1415894.750000 Penalty: 4826.240723
	Iteration 87Q: 3 clusters Score -1415895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1415903.500000 Penalty: 4826.240723
	Iteration 88Q: 3 clusters Score -1415904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1415913.125000 Penalty: 4826.240723
	Iteration 89Q: 3 clusters Score -1415913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1415918.500000 Penalty: 4826.240723
	Iteration 90Q: 3 clusters Score -1415918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1415927.375000 Penalty: 4826.240723
	Iteration 91Q: 3 clusters Score -1415927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1415932.375000 Penalty: 4826.240723
	Iteration 92Q: 3 clusters Score -1415932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1415935.250000 Penalty: 4826.240723
	Iteration 93Q: 3 clusters Score -1415935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1415939.875000 Penalty: 4826.240723
	Iteration 94Q: 3 clusters Score -1415940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1415946.375000 Penalty: 4826.240723
	Iteration 95Q: 3 clusters Score -1415946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1415955.000000 Penalty: 4826.240723
	Iteration 96Q: 3 clusters Score -1415955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1415960.375000 Penalty: 4826.240723
	Iteration 97Q: 3 clusters Score -1415960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1415974.500000 Penalty: 4826.240723
	Iteration 98Q: 3 clusters Score -1415974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1415978.875000 Penalty: 4826.240723
	Iteration 99Q: 3 clusters Score -1415979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1415988.875000 Penalty: 4826.240723
	Iteration 100F: 3 clusters Score -1415989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1415993.875000 Penalty: 4826.240723
	Iteration 101Q: 3 clusters Score -1415994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1415998.375000 Penalty: 4826.240723
	Iteration 102Q: 3 clusters Score -1415998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1416006.875000 Penalty: 4826.240723
	Iteration 103Q: 3 clusters Score -1416007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1416011.375000 Penalty: 4826.240723
	Iteration 104Q: 3 clusters Score -1416011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1416021.250000 Penalty: 4826.240723
	Iteration 105Q: 3 clusters Score -1416021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1416029.125000 Penalty: 4826.240723
	Iteration 106Q: 3 clusters Score -1416029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1416037.625000 Penalty: 4826.240723
	Iteration 107Q: 3 clusters Score -1416038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1416043.875000 Penalty: 4826.240723
	Iteration 108Q: 3 clusters Score -1416044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1416050.125000 Penalty: 4826.240723
	Iteration 109Q: 3 clusters Score -1416050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1416053.125000 Penalty: 4826.240723
	Iteration 110Q: 3 clusters Score -1416053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1416057.625000 Penalty: 4826.240723
	Iteration 111Q: 3 clusters Score -1416058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1416066.500000 Penalty: 4826.240723
	Iteration 112Q: 3 clusters Score -1416066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1416076.875000 Penalty: 4826.240723
	Iteration 113Q: 3 clusters Score -1416077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1416080.625000 Penalty: 4826.240723
	Iteration 114Q: 3 clusters Score -1416081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1416087.125000 Penalty: 4826.240723
	Iteration 115Q: 3 clusters Score -1416087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1416092.125000 Penalty: 4826.240723
	Iteration 116Q: 3 clusters Score -1416092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1416101.625000 Penalty: 4826.240723
	Iteration 117Q: 3 clusters Score -1416102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1416117.875000 Penalty: 4826.240723
	Iteration 118Q: 3 clusters Score -1416118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1416127.625000 Penalty: 4826.240723
	Iteration 119Q: 3 clusters Score -1416128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1416142.625000 Penalty: 4826.240723
	Iteration 120F: 3 clusters Score -1416143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1416159.750000 Penalty: 4826.240723
	Iteration 121Q: 3 clusters Score -1416160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1416168.875000 Penalty: 4826.240723
	Iteration 122Q: 3 clusters Score -1416169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1416176.625000 Penalty: 4826.240723
	Iteration 123Q: 3 clusters Score -1416177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1416189.750000 Penalty: 4826.240723
	Iteration 124Q: 3 clusters Score -1416190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1416193.625000 Penalty: 4826.240723
	Iteration 125Q: 3 clusters Score -1416194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1416205.125000 Penalty: 4826.240723
	Iteration 126Q: 3 clusters Score -1416205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1416220.250000 Penalty: 4826.240723
	Iteration 127Q: 3 clusters Score -1416220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1416230.625000 Penalty: 4826.240723
	Iteration 128Q: 3 clusters Score -1416231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1416241.625000 Penalty: 4826.240723
	Iteration 129Q: 3 clusters Score -1416242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1416253.625000 Penalty: 4826.240723
	Iteration 130Q: 3 clusters Score -1416254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1416268.375000 Penalty: 4826.240723
	Iteration 131Q: 3 clusters Score -1416268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1416280.750000 Penalty: 4826.240723
	Iteration 132Q: 3 clusters Score -1416281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1416294.250000 Penalty: 4826.240723
	Iteration 133Q: 3 clusters Score -1416294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1416302.500000 Penalty: 4826.240723
	Iteration 134Q: 3 clusters Score -1416302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1416315.875000 Penalty: 4826.240723
	Iteration 135Q: 3 clusters Score -1416316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1416334.250000 Penalty: 4826.240723
	Iteration 136Q: 3 clusters Score -1416334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1416349.125000 Penalty: 4826.240723
	Iteration 137Q: 3 clusters Score -1416349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1416365.250000 Penalty: 4826.240723
	Iteration 138Q: 3 clusters Score -1416365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1416376.500000 Penalty: 4826.240723
	Iteration 139Q: 3 clusters Score -1416376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1416391.500000 Penalty: 4826.240723
	Iteration 140F: 3 clusters Score -1416392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1416407.125000 Penalty: 4826.240723
	Iteration 141Q: 3 clusters Score -1416407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1416416.375000 Penalty: 4826.240723
	Iteration 142Q: 3 clusters Score -1416416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1416427.750000 Penalty: 4826.240723
	Iteration 143Q: 3 clusters Score -1416428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1416439.125000 Penalty: 4826.240723
	Iteration 144Q: 3 clusters Score -1416439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1416446.000000 Penalty: 4826.240723
	Iteration 145Q: 3 clusters Score -1416446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1416460.125000 Penalty: 4826.240723
	Iteration 146Q: 3 clusters Score -1416460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1416474.500000 Penalty: 4826.240723
	Iteration 147Q: 3 clusters Score -1416474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1416500.375000 Penalty: 4826.240723
	Iteration 148Q: 3 clusters Score -1416500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1416524.625000 Penalty: 4826.240723
	Iteration 149Q: 3 clusters Score -1416525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1416542.125000 Penalty: 4826.240723
	Iteration 150Q: 3 clusters Score -1416542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1416551.750000 Penalty: 4826.240723
	Iteration 151Q: 3 clusters Score -1416552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1416572.000000 Penalty: 4826.240723
	Iteration 152Q: 3 clusters Score -1416572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1416591.250000 Penalty: 4826.240723
	Iteration 153Q: 3 clusters Score -1416591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1416606.625000 Penalty: 4826.240723
	Iteration 154Q: 3 clusters Score -1416607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1416629.000000 Penalty: 4826.240723
	Iteration 155Q: 3 clusters Score -1416629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1416646.000000 Penalty: 4826.240723
	Iteration 156Q: 3 clusters Score -1416646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1416655.625000 Penalty: 4826.240723
	Iteration 157Q: 3 clusters Score -1416656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1416663.250000 Penalty: 4826.240723
	Iteration 158Q: 3 clusters Score -1416663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1416673.375000 Penalty: 4826.240723
	Iteration 159Q: 3 clusters Score -1416673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1416679.875000 Penalty: 4826.240723
	Iteration 160F: 3 clusters Score -1416680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1416681.500000 Penalty: 4826.240723
	Iteration 161Q: 3 clusters Score -1416682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1416686.875000 Penalty: 4826.240723
	Iteration 162Q: 3 clusters Score -1416687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1416692.875000 Penalty: 4826.240723
	Iteration 163Q: 3 clusters Score -1416693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1416695.375000 Penalty: 4826.240723
	Iteration 164Q: 3 clusters Score -1416695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1416698.500000 Penalty: 4826.240723
	Iteration 165Q: 3 clusters Score -1416698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1416702.000000 Penalty: 4826.240723
	Iteration 166Q: 3 clusters Score -1416702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1416701.250000 Penalty: 4826.240723
	Iteration 167Q: 3 clusters Score -1416701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1416707.750000 Penalty: 4826.240723
	Iteration 168Q: 3 clusters Score -1416708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1416713.750000 Penalty: 4826.240723
	Iteration 169Q: 3 clusters Score -1416714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1416713.875000 Penalty: 4826.240723
	Iteration 170Q: 3 clusters Score -1416714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1416718.625000 Penalty: 4826.240723
	Iteration 171Q: 3 clusters Score -1416719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1416724.375000 Penalty: 4826.240723
	Iteration 172Q: 3 clusters Score -1416724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1416724.875000 Penalty: 4826.240723
	Iteration 173Q: 3 clusters Score -1416725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1416727.625000 Penalty: 4826.240723
	Iteration 174Q: 3 clusters Score -1416728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1416727.375000 Penalty: 4826.240723
	Iteration 175Q: 3 clusters Score -1416727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1416733.625000 Penalty: 4826.240723
	Iteration 176Q: 3 clusters Score -1416734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1416731.375000 Penalty: 4826.240723
	Iteration 177Q: 3 clusters Score -1416731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1416738.375000 Penalty: 4826.240723
	Iteration 178Q: 3 clusters Score -1416738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1416742.625000 Penalty: 4826.240723
	Iteration 179Q: 3 clusters Score -1416743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1416744.375000 Penalty: 4826.240723
	Iteration 180F: 3 clusters Score -1416744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1416748.750000 Penalty: 4826.240723
	Iteration 181Q: 3 clusters Score -1416749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1416752.000000 Penalty: 4826.240723
	Iteration 182Q: 3 clusters Score -1416752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1416753.125000 Penalty: 4826.240723
	Iteration 183Q: 3 clusters Score -1416753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1416758.000000 Penalty: 4826.240723
	Iteration 184Q: 3 clusters Score -1416758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1416757.875000 Penalty: 4826.240723
	Iteration 185Q: 3 clusters Score -1416758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1416762.375000 Penalty: 4826.240723
	Iteration 186Q: 3 clusters Score -1416762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1416767.375000 Penalty: 4826.240723
	Iteration 187Q: 3 clusters Score -1416767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1416773.000000 Penalty: 4826.240723
	Iteration 188Q: 3 clusters Score -1416773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1416777.000000 Penalty: 4826.240723
	Iteration 189Q: 3 clusters Score -1416777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1416781.250000 Penalty: 4826.240723
	Iteration 190Q: 3 clusters Score -1416781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1416784.625000 Penalty: 4826.240723
	Iteration 191Q: 3 clusters Score -1416785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1416786.250000 Penalty: 4826.240723
	Iteration 192Q: 3 clusters Score -1416786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1416789.500000 Penalty: 4826.240723
	Iteration 193Q: 3 clusters Score -1416790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1416790.000000 Penalty: 4826.240723
	Iteration 194Q: 3 clusters Score -1416790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1416790.750000 Penalty: 4826.240723
	Iteration 195Q: 3 clusters Score -1416791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1416791.125000 Penalty: 4826.240723
	Iteration 196Q: 3 clusters Score -1416791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1416791.000000 Penalty: 4826.240723
	Iteration 197Q: 3 clusters Score -1416791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1416794.375000 Penalty: 4826.240723
	Iteration 198Q: 3 clusters Score -1416794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1416796.625000 Penalty: 4826.240723
	Iteration 199Q: 3 clusters Score -1416797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1416798.250000 Penalty: 4826.240723
	Iteration 200F: 3 clusters Score -1416798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1416796.750000 Penalty: 4826.240723
	Iteration 201Q: 3 clusters Score -1416797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1416796.750000 Penalty: 4826.240723
	Iteration 202F: 3 clusters Score -1416797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Entering Unmasked Estep 
Score: -1369468.125000 Penalty: 2395.097412
	Iteration 0F: 2 clusters Score -1369468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1358233.375000 Penalty: 4790.194824
	Iteration 0F: 3 clusters Score -1358233 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1361869.250000 Penalty: 4790.194824
	Iteration 1F: 3 clusters Score -1361869 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1362219.250000 Penalty: 4790.194824
	Iteration 2F: 3 clusters Score -1362219 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1362475.000000 Penalty: 4790.194824
	Iteration 3Q: 3 clusters Score -1362475 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1362673.875000 Penalty: 4790.194824
	Iteration 4Q: 3 clusters Score -1362674 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1362856.750000 Penalty: 4790.194824
	Iteration 5Q: 3 clusters Score -1362857 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1363029.750000 Penalty: 4790.194824
	Iteration 6Q: 3 clusters Score -1363030 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1363210.750000 Penalty: 4790.194824
	Iteration 7Q: 3 clusters Score -1363211 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1363451.875000 Penalty: 4790.194824
	Iteration 8Q: 3 clusters Score -1363452 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1363713.250000 Penalty: 4790.194824
	Iteration 9Q: 3 clusters Score -1363713 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1364023.000000 Penalty: 4790.194824
	Iteration 10Q: 3 clusters Score -1364023 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1364436.125000 Penalty: 4790.194824
	Iteration 11Q: 3 clusters Score -1364436 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1364927.250000 Penalty: 4790.194824
	Iteration 12Q: 3 clusters Score -1364927 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1365427.250000 Penalty: 4790.194824
	Iteration 13Q: 3 clusters Score -1365427 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1365918.875000 Penalty: 4790.194824
	Iteration 14Q: 3 clusters Score -1365919 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1366318.625000 Penalty: 4790.194824
	Iteration 15Q: 3 clusters Score -1366319 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1366626.125000 Penalty: 4790.194824
	Iteration 16Q: 3 clusters Score -1366626 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1366851.375000 Penalty: 4790.194824
	Iteration 17Q: 3 clusters Score -1366851 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1367021.125000 Penalty: 4790.194824
	Iteration 18Q: 3 clusters Score -1367021 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1367149.875000 Penalty: 4790.194824
	Iteration 19Q: 3 clusters Score -1367150 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1367236.500000 Penalty: 4790.194824
	Iteration 20F: 3 clusters Score -1367236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1367295.625000 Penalty: 4790.194824
	Iteration 21Q: 3 clusters Score -1367296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1367340.375000 Penalty: 4790.194824
	Iteration 22Q: 3 clusters Score -1367340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1367376.750000 Penalty: 4790.194824
	Iteration 23Q: 3 clusters Score -1367377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1367408.875000 Penalty: 4790.194824
	Iteration 24Q: 3 clusters Score -1367409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1367439.750000 Penalty: 4790.194824
	Iteration 25Q: 3 clusters Score -1367440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1367451.250000 Penalty: 4790.194824
	Iteration 26Q: 3 clusters Score -1367451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1367476.125000 Penalty: 4790.194824
	Iteration 27Q: 3 clusters Score -1367476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1367486.750000 Penalty: 4790.194824
	Iteration 28Q: 3 clusters Score -1367487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1367492.875000 Penalty: 4790.194824
	Iteration 29Q: 3 clusters Score -1367493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1367498.125000 Penalty: 4790.194824
	Iteration 30Q: 3 clusters Score -1367498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1367502.625000 Penalty: 4790.194824
	Iteration 31Q: 3 clusters Score -1367503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1367506.125000 Penalty: 4790.194824
	Iteration 32Q: 3 clusters Score -1367506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1367511.250000 Penalty: 4790.194824
	Iteration 33Q: 3 clusters Score -1367511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1367515.375000 Penalty: 4790.194824
	Iteration 34Q: 3 clusters Score -1367515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1367514.500000 Penalty: 4790.194824
	Iteration 35Q: 3 clusters Score -1367514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1367514.125000 Penalty: 4790.194824
	Iteration 36Q: 3 clusters Score -1367514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1367514.625000 Penalty: 4790.194824
	Iteration 37Q: 3 clusters Score -1367515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1367517.000000 Penalty: 4790.194824
	Iteration 38Q: 3 clusters Score -1367517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1367519.875000 Penalty: 4790.194824
	Iteration 39Q: 3 clusters Score -1367520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1367519.125000 Penalty: 4790.194824
	Iteration 40F: 3 clusters Score -1367519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1367522.500000 Penalty: 4790.194824
	Iteration 41Q: 3 clusters Score -1367522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1367523.375000 Penalty: 4790.194824
	Iteration 42Q: 3 clusters Score -1367523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1367523.375000 Penalty: 4790.194824
	Iteration 43F: 3 clusters Score -1367523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -414710.281250 Penalty: 2098.706299
	Iteration 0F: 2 clusters Score -414710.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -410359.562500 Penalty: 4197.412598
	Iteration 0F: 3 clusters Score -410359.6 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -411384.718750 Penalty: 4197.412598
	Iteration 1F: 3 clusters Score -411384.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -411627.750000 Penalty: 4197.412598
	Iteration 2F: 3 clusters Score -411627.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -411796.500000 Penalty: 4197.412598
	Iteration 3F: 3 clusters Score -411796.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -411928.968750 Penalty: 4197.412598
	Iteration 4Q: 3 clusters Score -411929 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -412056.156250 Penalty: 4197.412598
	Iteration 5Q: 3 clusters Score -412056.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -412165.687500 Penalty: 4197.412598
	Iteration 6Q: 3 clusters Score -412165.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412263.281250 Penalty: 4197.412598
	Iteration 7Q: 3 clusters Score -412263.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -412332.406250 Penalty: 4197.412598
	Iteration 8Q: 3 clusters Score -412332.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -412398.781250 Penalty: 4197.412598
	Iteration 9Q: 3 clusters Score -412398.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -412461.562500 Penalty: 4197.412598
	Iteration 10Q: 3 clusters Score -412461.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -412519.968750 Penalty: 4197.412598
	Iteration 11Q: 3 clusters Score -412520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -412575.062500 Penalty: 4197.412598
	Iteration 12Q: 3 clusters Score -412575.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -412619.125000 Penalty: 4197.412598
	Iteration 13Q: 3 clusters Score -412619.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -412649.343750 Penalty: 4197.412598
	Iteration 14Q: 3 clusters Score -412649.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -412672.125000 Penalty: 4197.412598
	Iteration 15Q: 3 clusters Score -412672.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -412691.468750 Penalty: 4197.412598
	Iteration 16Q: 3 clusters Score -412691.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -412710.625000 Penalty: 4197.412598
	Iteration 17Q: 3 clusters Score -412710.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -412730.593750 Penalty: 4197.412598
	Iteration 18Q: 3 clusters Score -412730.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -412757.593750 Penalty: 4197.412598
	Iteration 19Q: 3 clusters Score -412757.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -412777.468750 Penalty: 4197.412598
	Iteration 20F: 3 clusters Score -412777.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -412790.593750 Penalty: 4197.412598
	Iteration 21Q: 3 clusters Score -412790.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -412802.937500 Penalty: 4197.412598
	Iteration 22Q: 3 clusters Score -412802.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -412813.562500 Penalty: 4197.412598
	Iteration 23Q: 3 clusters Score -412813.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -412818.062500 Penalty: 4197.412598
	Iteration 24Q: 3 clusters Score -412818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -412823.312500 Penalty: 4197.412598
	Iteration 25Q: 3 clusters Score -412823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -412824.906250 Penalty: 4197.412598
	Iteration 26Q: 3 clusters Score -412824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -412830.437500 Penalty: 4197.412598
	Iteration 27Q: 3 clusters Score -412830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -412838.343750 Penalty: 4197.412598
	Iteration 28Q: 3 clusters Score -412838.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -412847.343750 Penalty: 4197.412598
	Iteration 29Q: 3 clusters Score -412847.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -412856.062500 Penalty: 4197.412598
	Iteration 30Q: 3 clusters Score -412856.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -412862.406250 Penalty: 4197.412598
	Iteration 31Q: 3 clusters Score -412862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -412864.281250 Penalty: 4197.412598
	Iteration 32Q: 3 clusters Score -412864.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -412869.562500 Penalty: 4197.412598
	Iteration 33Q: 3 clusters Score -412869.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -412874.531250 Penalty: 4197.412598
	Iteration 34Q: 3 clusters Score -412874.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -412879.343750 Penalty: 4197.412598
	Iteration 35Q: 3 clusters Score -412879.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -412884.250000 Penalty: 4197.412598
	Iteration 36Q: 3 clusters Score -412884.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -412888.125000 Penalty: 4197.412598
	Iteration 37Q: 3 clusters Score -412888.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -412893.937500 Penalty: 4197.412598
	Iteration 38Q: 3 clusters Score -412893.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -412898.531250 Penalty: 4197.412598
	Iteration 39Q: 3 clusters Score -412898.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -412901.718750 Penalty: 4197.412598
	Iteration 40F: 3 clusters Score -412901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -412902.250000 Penalty: 4197.412598
	Iteration 41Q: 3 clusters Score -412902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -412903.281250 Penalty: 4197.412598
	Iteration 42Q: 3 clusters Score -412903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -412903.281250 Penalty: 4197.412598
	Iteration 43F: 3 clusters Score -412903.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (164792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164792 members 
Entering Unmasked Estep 
Score: -14754974.000000 Penalty: 2979.084961
	Iteration 0F: 2 clusters Score -1.475497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -14645049.000000 Penalty: 5958.169922
	Iteration 0F: 3 clusters Score -1.464505e+07 nChanged 78695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -14691743.000000 Penalty: 5958.169922
	Iteration 1F: 3 clusters Score -1.469174e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -14693657.000000 Penalty: 5958.169922
	Iteration 2Q: 3 clusters Score -1.469366e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -14696618.000000 Penalty: 5958.169922
	Iteration 3Q: 3 clusters Score -1.469662e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -14701296.000000 Penalty: 5958.169922
	Iteration 4F: 3 clusters Score -1.47013e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114141 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -14708601.000000 Penalty: 5958.169922
	Iteration 5F: 3 clusters Score -1.47086e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126154 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -14718434.000000 Penalty: 5958.169922
	Iteration 6F: 3 clusters Score -1.471843e+07 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138717 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -14729555.000000 Penalty: 5958.169922
	Iteration 7F: 3 clusters Score -1.472956e+07 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -14739597.000000 Penalty: 5958.169922
	Iteration 8F: 3 clusters Score -1.47396e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157096 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -14746514.000000 Penalty: 5958.169922
	Iteration 9Q: 3 clusters Score -1.474651e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -14750168.000000 Penalty: 5958.169922
	Iteration 10Q: 3 clusters Score -1.475017e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -14751611.000000 Penalty: 5958.169922
	Iteration 11Q: 3 clusters Score -1.475161e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163672 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14752125.000000 Penalty: 5958.169922
	Iteration 12Q: 3 clusters Score -1.475212e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163963 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14752334.000000 Penalty: 5958.169922
	Iteration 13Q: 3 clusters Score -1.475233e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14752447.000000 Penalty: 5958.169922
	Iteration 14Q: 3 clusters Score -1.475245e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14752507.000000 Penalty: 5958.169922
	Iteration 15Q: 3 clusters Score -1.475251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14752530.000000 Penalty: 5958.169922
	Iteration 16Q: 3 clusters Score -1.475253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164252 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -14752579.000000 Penalty: 5958.169922
	Iteration 17Q: 3 clusters Score -1.475258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14752608.000000 Penalty: 5958.169922
	Iteration 18Q: 3 clusters Score -1.475261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -14752616.000000 Penalty: 5958.169922
	Iteration 19Q: 3 clusters Score -1.475262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164294 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14752637.000000 Penalty: 5958.169922
	Iteration 20F: 3 clusters Score -1.475264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14752620.000000 Penalty: 5958.169922
	Iteration 21Q: 3 clusters Score -1.475262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14752622.000000 Penalty: 5958.169922
	Iteration 22Q: 3 clusters Score -1.475262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -14752617.000000 Penalty: 5958.169922
	Iteration 23Q: 3 clusters Score -1.475262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164311 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -14752617.000000 Penalty: 5958.169922
	Iteration 24Q: 3 clusters Score -1.475262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -14752623.000000 Penalty: 5958.169922
	Iteration 25Q: 3 clusters Score -1.475262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164315 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -14752624.000000 Penalty: 5958.169922
	Iteration 26Q: 3 clusters Score -1.475262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164316 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14752630.000000 Penalty: 5958.169922
	Iteration 27Q: 3 clusters Score -1.475263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14752630.000000 Penalty: 5958.169922
	Iteration 28Q: 3 clusters Score -1.475263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14752633.000000 Penalty: 5958.169922
	Iteration 29Q: 3 clusters Score -1.475263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -14752638.000000 Penalty: 5958.169922
	Iteration 30Q: 3 clusters Score -1.475264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164320 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14752632.000000 Penalty: 5958.169922
	Iteration 31Q: 3 clusters Score -1.475263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164320 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14752632.000000 Penalty: 5958.169922
	Iteration 32F: 3 clusters Score -1.475263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (131700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131700 members 
Entering Unmasked Estep 
Score: -12060818.000000 Penalty: 2923.493896
	Iteration 0F: 2 clusters Score -1.206082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -11972712.000000 Penalty: 5846.987793
	Iteration 0F: 3 clusters Score -1.197271e+07 nChanged 62887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -12009170.000000 Penalty: 5846.987793
	Iteration 1F: 3 clusters Score -1.200917e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -12010630.000000 Penalty: 5846.987793
	Iteration 2Q: 3 clusters Score -1.201063e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -12012713.000000 Penalty: 5846.987793
	Iteration 3Q: 3 clusters Score -1.201271e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -12016253.000000 Penalty: 5846.987793
	Iteration 4F: 3 clusters Score -1.201625e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -12021952.000000 Penalty: 5846.987793
	Iteration 5F: 3 clusters Score -1.202195e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -12029843.000000 Penalty: 5846.987793
	Iteration 6F: 3 clusters Score -1.202984e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110147 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -12038811.000000 Penalty: 5846.987793
	Iteration 7F: 3 clusters Score -1.203881e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -12046659.000000 Penalty: 5846.987793
	Iteration 8F: 3 clusters Score -1.204666e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -12052070.000000 Penalty: 5846.987793
	Iteration 9Q: 3 clusters Score -1.205207e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128017 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -12055194.000000 Penalty: 5846.987793
	Iteration 10Q: 3 clusters Score -1.205519e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -12056746.000000 Penalty: 5846.987793
	Iteration 11Q: 3 clusters Score -1.205675e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130716 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12057538.000000 Penalty: 5846.987793
	Iteration 12Q: 3 clusters Score -1.205754e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12057909.000000 Penalty: 5846.987793
	Iteration 13Q: 3 clusters Score -1.205791e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12058044.000000 Penalty: 5846.987793
	Iteration 14Q: 3 clusters Score -1.205804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131312 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12058166.000000 Penalty: 5846.987793
	Iteration 15Q: 3 clusters Score -1.205817e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131351 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12058199.000000 Penalty: 5846.987793
	Iteration 16Q: 3 clusters Score -1.20582e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131377 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12058252.000000 Penalty: 5846.987793
	Iteration 17Q: 3 clusters Score -1.205825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12058260.000000 Penalty: 5846.987793
	Iteration 18Q: 3 clusters Score -1.205826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12058256.000000 Penalty: 5846.987793
	Iteration 19Q: 3 clusters Score -1.205826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12058262.000000 Penalty: 5846.987793
	Iteration 20F: 3 clusters Score -1.205826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131400 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12058272.000000 Penalty: 5846.987793
	Iteration 21Q: 3 clusters Score -1.205827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131402 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12058265.000000 Penalty: 5846.987793
	Iteration 22Q: 3 clusters Score -1.205826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12058263.000000 Penalty: 5846.987793
	Iteration 23Q: 3 clusters Score -1.205826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12058263.000000 Penalty: 5846.987793
	Iteration 24F: 3 clusters Score -1.205826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -126818.734375 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126818.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -127245.578125 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127245.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -127516.531250 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127516.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127748.320312 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -127748.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127889.820312 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -127889.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -127976.125000 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -127976.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -128042.859375 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -128042.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -128149.437500 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -128149.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128295.648438 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -128295.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128451.984375 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -128452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -128569.125000 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -128569.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128661.007812 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -128661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128702.937500 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -128702.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128723.679688 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -128723.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -128731.617188 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -128731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128735.195312 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -128735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128737.992188 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -128738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -128741.742188 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -128741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128746.148438 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -128746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128755.984375 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -128756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128759.195312 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -128759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128762.414062 Penalty: 3656.882324
	Iteration 21Q: 3 clusters Score -128762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128763.890625 Penalty: 3656.882324
	Iteration 22Q: 3 clusters Score -128763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128763.890625 Penalty: 3656.882324
	Iteration 23F: 3 clusters Score -128763.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -27464.541016 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -27464.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26090.302734 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -26090.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26222.736328 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -26222.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26262.669922 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -26262.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26287.042969 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -26287.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26310.447266 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -26310.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26344.660156 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -26344.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26440.646484 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -26440.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26552.449219 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -26552.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26570.878906 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -26570.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26590.597656 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -26590.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26607.619141 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -26607.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26635.146484 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -26635.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26659.101562 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -26659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26672.576172 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -26672.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26678.431641 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -26678.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26690.062500 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -26690.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26707.523438 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -26707.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26726.609375 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -26726.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26741.865234 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -26741.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26759.421875 Penalty: 2923.623779
	Iteration 19Q: 3 clusters Score -26759.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26762.111328 Penalty: 2923.623779
	Iteration 20F: 3 clusters Score -26762.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26772.500000 Penalty: 2923.623779
	Iteration 21Q: 3 clusters Score -26772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26782.234375 Penalty: 2923.623779
	Iteration 22Q: 3 clusters Score -26782.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26788.583984 Penalty: 2923.623779
	Iteration 23Q: 3 clusters Score -26788.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26791.146484 Penalty: 2923.623779
	Iteration 24Q: 3 clusters Score -26791.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26791.146484 Penalty: 2923.623779
	Iteration 25F: 3 clusters Score -26791.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (99215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Entering Unmasked Estep 
Score: -9154317.000000 Penalty: 2853.251221
	Iteration 0F: 2 clusters Score -9154317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -9088019.000000 Penalty: 5706.502441
	Iteration 0F: 3 clusters Score -9088019 nChanged 46778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -9114363.000000 Penalty: 5706.502441
	Iteration 1F: 3 clusters Score -9114363 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -9115179.000000 Penalty: 5706.502441
	Iteration 2Q: 3 clusters Score -9115179 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -9116097.000000 Penalty: 5706.502441
	Iteration 3Q: 3 clusters Score -9116097 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -9117313.000000 Penalty: 5706.502441
	Iteration 4Q: 3 clusters Score -9117313 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -9118937.000000 Penalty: 5706.502441
	Iteration 5Q: 3 clusters Score -9118937 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -9121412.000000 Penalty: 5706.502441
	Iteration 6Q: 3 clusters Score -9121412 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -9125495.000000 Penalty: 5706.502441
	Iteration 7F: 3 clusters Score -9125495 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -9131496.000000 Penalty: 5706.502441
	Iteration 8F: 3 clusters Score -9131496 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -9138643.000000 Penalty: 5706.502441
	Iteration 9F: 3 clusters Score -9138643 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -9144871.000000 Penalty: 5706.502441
	Iteration 10F: 3 clusters Score -9144871 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -9148856.000000 Penalty: 5706.502441
	Iteration 11Q: 3 clusters Score -9148856 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9150563.000000 Penalty: 5706.502441
	Iteration 12Q: 3 clusters Score -9150563 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9151244.000000 Penalty: 5706.502441
	Iteration 13Q: 3 clusters Score -9151244 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9151529.000000 Penalty: 5706.502441
	Iteration 14Q: 3 clusters Score -9151529 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9151626.000000 Penalty: 5706.502441
	Iteration 15Q: 3 clusters Score -9151626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9151672.000000 Penalty: 5706.502441
	Iteration 16Q: 3 clusters Score -9151672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9151699.000000 Penalty: 5706.502441
	Iteration 17Q: 3 clusters Score -9151699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9151726.000000 Penalty: 5706.502441
	Iteration 18Q: 3 clusters Score -9151726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9151740.000000 Penalty: 5706.502441
	Iteration 19Q: 3 clusters Score -9151740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9151755.000000 Penalty: 5706.502441
	Iteration 20F: 3 clusters Score -9151755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9151769.000000 Penalty: 5706.502441
	Iteration 21Q: 3 clusters Score -9151769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9151762.000000 Penalty: 5706.502441
	Iteration 22Q: 3 clusters Score -9151762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9151772.000000 Penalty: 5706.502441
	Iteration 23Q: 3 clusters Score -9151772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9151771.000000 Penalty: 5706.502441
	Iteration 24Q: 3 clusters Score -9151771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9151782.000000 Penalty: 5706.502441
	Iteration 25Q: 3 clusters Score -9151782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9151787.000000 Penalty: 5706.502441
	Iteration 26Q: 3 clusters Score -9151787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98936 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9151785.000000 Penalty: 5706.502441
	Iteration 27Q: 3 clusters Score -9151785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9151787.000000 Penalty: 5706.502441
	Iteration 28Q: 3 clusters Score -9151787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9151787.000000 Penalty: 5706.502441
	Iteration 29F: 3 clusters Score -9151787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15158.366211 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15158.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15251.810547 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15251.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15255.208984 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15255.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15255.208984 Penalty: 2684.176270
	Iteration 3F: 3 clusters Score -15255.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42912.371094 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -42912.37 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43230.425781 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43230.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43408.363281 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43408.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43493.386719 Penalty: 3156.916504
	Iteration 3F: 3 clusters Score -43493.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43572.523438 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43572.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43647.617188 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43647.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43716.660156 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43716.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43782.195312 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -43782.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43841.058594 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -43841.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43889.855469 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -43889.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43916.484375 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -43916.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43933.023438 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -43933.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43944.847656 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -43944.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43950.339844 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -43950.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -43953.289062 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -43953.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -43953.289062 Penalty: 3156.916504
	Iteration 15F: 3 clusters Score -43953.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -26307.537109 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -26307.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24978.423828 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -24978.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25213.509766 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -25213.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25240.798828 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -25240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25251.798828 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -25251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25261.806641 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -25261.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25272.359375 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -25272.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25277.357422 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -25277.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25277.357422 Penalty: 2948.928711
	Iteration 7F: 3 clusters Score -25277.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52526 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438546 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 19 contains 15641 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 164792 members 
Mstep: Class 22 contains 131700 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99215 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621968.000000 Penalty: 96286.414062
Iteration 359Q: 29 clusters Score -9.362197e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52551 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7085 members 
Mstep: Class 18 contains 16818 members 
Mstep: Class 19 contains 15640 members 
Mstep: Class 20 contains 4732 members 
Mstep: Class 21 contains 164786 members 
Mstep: Class 22 contains 131722 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99186 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622072.000000 Penalty: 96286.414062
Iteration 360F: 29 clusters Score -9.362207e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52575 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7085 members 
Mstep: Class 18 contains 16818 members 
Mstep: Class 19 contains 15638 members 
Mstep: Class 20 contains 4731 members 
Mstep: Class 21 contains 164777 members 
Mstep: Class 22 contains 131750 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99149 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622032.000000 Penalty: 96286.414062
Iteration 361Q: 29 clusters Score -9.362203e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 52602 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 16817 members 
Mstep: Class 19 contains 15638 members 
Mstep: Class 20 contains 4731 members 
Mstep: Class 21 contains 164759 members 
Mstep: Class 22 contains 131786 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99105 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622104.000000 Penalty: 96286.414062
Iteration 362Q: 29 clusters Score -9.36221e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 52622 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438542 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 16817 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 4731 members 
Mstep: Class 21 contains 164744 members 
Mstep: Class 22 contains 131823 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99067 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621936.000000 Penalty: 96286.414062
Iteration 363Q: 29 clusters Score -9.362194e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52636 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438542 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 16815 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 4730 members 
Mstep: Class 21 contains 164739 members 
Mstep: Class 22 contains 131852 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99040 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621968.000000 Penalty: 96286.414062
Iteration 364Q: 29 clusters Score -9.362197e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4493 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52644 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 16814 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 4729 members 
Mstep: Class 21 contains 164740 members 
Mstep: Class 22 contains 131888 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 99003 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622008.000000 Penalty: 96286.414062
Iteration 365Q: 29 clusters Score -9.362201e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52651 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16815 members 
Mstep: Class 19 contains 15636 members 
Mstep: Class 20 contains 4728 members 
Mstep: Class 21 contains 164741 members 
Mstep: Class 22 contains 131918 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98966 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621976.000000 Penalty: 96286.414062
Iteration 366Q: 29 clusters Score -9.362198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52661 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16813 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 4727 members 
Mstep: Class 21 contains 164741 members 
Mstep: Class 22 contains 131950 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98933 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621896.000000 Penalty: 96286.414062
Iteration 367Q: 29 clusters Score -9.36219e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52670 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16810 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 4727 members 
Mstep: Class 21 contains 164739 members 
Mstep: Class 22 contains 131987 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98895 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621952.000000 Penalty: 96286.414062
Iteration 368Q: 29 clusters Score -9.362195e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52682 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16809 members 
Mstep: Class 19 contains 15635 members 
Mstep: Class 20 contains 4726 members 
Mstep: Class 21 contains 164729 members 
Mstep: Class 22 contains 132020 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98865 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621864.000000 Penalty: 96286.414062
Iteration 369Q: 29 clusters Score -9.362186e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52698 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16809 members 
Mstep: Class 19 contains 15635 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164727 members 
Mstep: Class 22 contains 132053 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98824 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621912.000000 Penalty: 96286.414062
Iteration 370Q: 29 clusters Score -9.362191e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52713 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16808 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164727 members 
Mstep: Class 22 contains 132086 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98778 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621880.000000 Penalty: 96286.414062
Iteration 371Q: 29 clusters Score -9.362188e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52728 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16808 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164718 members 
Mstep: Class 22 contains 132118 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98737 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621928.000000 Penalty: 96286.414062
Iteration 372Q: 29 clusters Score -9.362193e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52737 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16809 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164714 members 
Mstep: Class 22 contains 132146 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98700 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621904.000000 Penalty: 96286.414062
Iteration 373Q: 29 clusters Score -9.36219e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 52748 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16810 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164711 members 
Mstep: Class 22 contains 132171 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98668 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621880.000000 Penalty: 96286.414062
Iteration 374Q: 29 clusters Score -9.362188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 52759 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 16810 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164703 members 
Mstep: Class 22 contains 132201 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98634 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621968.000000 Penalty: 96286.414062
Iteration 375Q: 29 clusters Score -9.362197e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52769 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 16809 members 
Mstep: Class 19 contains 15629 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164695 members 
Mstep: Class 22 contains 132230 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98604 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622000.000000 Penalty: 96286.414062
Iteration 376Q: 29 clusters Score -9.3622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52776 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 16809 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164690 members 
Mstep: Class 22 contains 132252 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98582 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622000.000000 Penalty: 96286.414062
Iteration 377Q: 29 clusters Score -9.3622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52793 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 16808 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164689 members 
Mstep: Class 22 contains 132268 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98561 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621976.000000 Penalty: 96286.414062
Iteration 378Q: 29 clusters Score -9.362198e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52809 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 16807 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164683 members 
Mstep: Class 22 contains 132287 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98537 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621864.000000 Penalty: 96286.414062
Iteration 379Q: 29 clusters Score -9.362186e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52811 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164683 members 
Mstep: Class 22 contains 132309 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98516 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621864.000000 Penalty: 96286.414062
Iteration 380F: 29 clusters Score -9.362186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52821 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16802 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164680 members 
Mstep: Class 22 contains 132330 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98492 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621792.000000 Penalty: 96286.414062
Iteration 381Q: 29 clusters Score -9.362179e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52829 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16801 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164676 members 
Mstep: Class 22 contains 132352 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98469 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621784.000000 Penalty: 96286.414062
Iteration 382Q: 29 clusters Score -9.362178e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52840 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16804 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164665 members 
Mstep: Class 22 contains 132369 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98453 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621760.000000 Penalty: 96286.414062
Iteration 383Q: 29 clusters Score -9.362176e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52851 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16804 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164662 members 
Mstep: Class 22 contains 132376 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98443 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621784.000000 Penalty: 96286.414062
Iteration 384Q: 29 clusters Score -9.362178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52860 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164658 members 
Mstep: Class 22 contains 132388 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98427 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621752.000000 Penalty: 96286.414062
Iteration 385Q: 29 clusters Score -9.362175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 52866 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164656 members 
Mstep: Class 22 contains 132400 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98413 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621760.000000 Penalty: 96286.414062
Iteration 386Q: 29 clusters Score -9.362176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 52870 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164653 members 
Mstep: Class 22 contains 132412 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98401 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621752.000000 Penalty: 96286.414062
Iteration 387Q: 29 clusters Score -9.362175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 52872 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 16804 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164653 members 
Mstep: Class 22 contains 132428 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98384 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621728.000000 Penalty: 96286.414062
Iteration 388Q: 29 clusters Score -9.362173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4446 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 52878 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 16802 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164651 members 
Mstep: Class 22 contains 132453 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98361 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621800.000000 Penalty: 96286.414062
Iteration 389Q: 29 clusters Score -9.36218e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 52884 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 16800 members 
Mstep: Class 19 contains 15629 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164649 members 
Mstep: Class 22 contains 132474 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98342 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621792.000000 Penalty: 96286.414062
Iteration 390Q: 29 clusters Score -9.362179e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 52891 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 16801 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164643 members 
Mstep: Class 22 contains 132501 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98318 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621792.000000 Penalty: 96286.414062
Iteration 391Q: 29 clusters Score -9.362179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35163 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 52900 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 15629 members 
Mstep: Class 20 contains 4725 members 
Mstep: Class 21 contains 164639 members 
Mstep: Class 22 contains 132529 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98286 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621872.000000 Penalty: 96286.414062
Iteration 392Q: 29 clusters Score -9.362187e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 52912 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 15629 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164632 members 
Mstep: Class 22 contains 132562 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98258 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621808.000000 Penalty: 96286.414062
Iteration 393Q: 29 clusters Score -9.362181e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35160 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 52923 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 15629 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164630 members 
Mstep: Class 22 contains 132599 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98221 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621840.000000 Penalty: 96286.414062
Iteration 394Q: 29 clusters Score -9.362184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35160 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 52935 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438540 members 
Mstep: Class 17 contains 7060 members 
Mstep: Class 18 contains 16802 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164633 members 
Mstep: Class 22 contains 132631 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98181 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621800.000000 Penalty: 96286.414062
Iteration 395Q: 29 clusters Score -9.36218e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35159 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 52951 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438540 members 
Mstep: Class 17 contains 7063 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164632 members 
Mstep: Class 22 contains 132661 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98137 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621816.000000 Penalty: 96286.414062
Iteration 396Q: 29 clusters Score -9.362182e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 52971 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438540 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164623 members 
Mstep: Class 22 contains 132698 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98091 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621840.000000 Penalty: 96286.414062
Iteration 397Q: 29 clusters Score -9.362184e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 53000 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24876 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438541 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164621 members 
Mstep: Class 22 contains 132733 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 98033 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621808.000000 Penalty: 96286.414062
Iteration 398Q: 29 clusters Score -9.362181e+07 nChanged 95
Entering ConstructFrom: 
Score: -93621808.000000 Penalty: 96286.414062
Entering ConstructFrom: 
Trying to split cluster 1 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -28595.917969 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -28595.92 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 200 members 
Entering Unmasked Estep 
Score: -27229.976562 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -27229.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27475.507812 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -27475.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27633.919922 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -27633.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27782.962891 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -27782.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27927.541016 Penalty: 2947.628662
	Iteration 4F: 3 clusters Score -27927.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28013.570312 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -28013.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28060.730469 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -28060.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28075.693359 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -28075.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28075.693359 Penalty: 2947.628662
	Iteration 8F: 3 clusters Score -28075.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106586.937500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -106586.9 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 645 members 
Entering Unmasked Estep 
Score: -104402.960938 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -104403 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -104759.875000 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -104759.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -104895.429688 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -104895.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -104993.562500 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -104993.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105052.531250 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -105052.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -105098.078125 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -105098.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -105154.984375 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -105155 nChanged 27
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: -105219.914062 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -105219.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -105321.585938 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -105321.6 nChanged 44
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: -105448.500000 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -105448.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105525.710938 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -105525.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -105585.312500 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -105585.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105622.429688 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -105622.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105651.781250 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -105651.8 nChanged 16
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: -105669.648438 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -105669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105681.187500 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -105681.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105700.156250 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -105700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105721.937500 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -105721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -105726.265625 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -105726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105731.929688 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -105731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -105733.023438 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -105733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -105737.765625 Penalty: 3544.408447
	Iteration 21Q: 3 clusters Score -105737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -105743.085938 Penalty: 3544.408447
	Iteration 22Q: 3 clusters Score -105743.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -105747.343750 Penalty: 3544.408447
	Iteration 23Q: 3 clusters Score -105747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -105749.179688 Penalty: 3544.408447
	Iteration 24Q: 3 clusters Score -105749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -105754.898438 Penalty: 3544.408447
	Iteration 25Q: 3 clusters Score -105754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105767.046875 Penalty: 3544.408447
	Iteration 26Q: 3 clusters Score -105767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -105785.617188 Penalty: 3544.408447
	Iteration 27Q: 3 clusters Score -105785.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -105793.476562 Penalty: 3544.408447
	Iteration 28Q: 3 clusters Score -105793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -105799.773438 Penalty: 3544.408447
	Iteration 29Q: 3 clusters Score -105799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -105804.007812 Penalty: 3544.408447
	Iteration 30Q: 3 clusters Score -105804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -105814.695312 Penalty: 3544.408447
	Iteration 31Q: 3 clusters Score -105814.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105824.218750 Penalty: 3544.408447
	Iteration 32Q: 3 clusters Score -105824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105829.632812 Penalty: 3544.408447
	Iteration 33Q: 3 clusters Score -105829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -105837.804688 Penalty: 3544.408447
	Iteration 34Q: 3 clusters Score -105837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105845.078125 Penalty: 3544.408447
	Iteration 35Q: 3 clusters Score -105845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -105848.531250 Penalty: 3544.408447
	Iteration 36Q: 3 clusters Score -105848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105849.234375 Penalty: 3544.408447
	Iteration 37Q: 3 clusters Score -105849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105851.820312 Penalty: 3544.408447
	Iteration 38Q: 3 clusters Score -105851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -105855.976562 Penalty: 3544.408447
	Iteration 39Q: 3 clusters Score -105856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -105855.976562 Penalty: 3544.408447
	Iteration 40F: 3 clusters Score -105856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -574401.062500 Penalty: 2178.662109
	Iteration 0F: 2 clusters Score -574401.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -568944.812500 Penalty: 4357.324219
	Iteration 0F: 3 clusters Score -568944.8 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -570344.562500 Penalty: 4357.324219
	Iteration 1F: 3 clusters Score -570344.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -570579.812500 Penalty: 4357.324219
	Iteration 2F: 3 clusters Score -570579.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -570757.375000 Penalty: 4357.324219
	Iteration 3F: 3 clusters Score -570757.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -570867.375000 Penalty: 4357.324219
	Iteration 4Q: 3 clusters Score -570867.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -570956.812500 Penalty: 4357.324219
	Iteration 5Q: 3 clusters Score -570956.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -571035.812500 Penalty: 4357.324219
	Iteration 6Q: 3 clusters Score -571035.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -571105.937500 Penalty: 4357.324219
	Iteration 7Q: 3 clusters Score -571105.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -571158.937500 Penalty: 4357.324219
	Iteration 8Q: 3 clusters Score -571158.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -571195.437500 Penalty: 4357.324219
	Iteration 9Q: 3 clusters Score -571195.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -571232.250000 Penalty: 4357.324219
	Iteration 10Q: 3 clusters Score -571232.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -571260.625000 Penalty: 4357.324219
	Iteration 11Q: 3 clusters Score -571260.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -571286.000000 Penalty: 4357.324219
	Iteration 12Q: 3 clusters Score -571286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -571310.562500 Penalty: 4357.324219
	Iteration 13Q: 3 clusters Score -571310.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -571336.625000 Penalty: 4357.324219
	Iteration 14Q: 3 clusters Score -571336.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -571364.750000 Penalty: 4357.324219
	Iteration 15Q: 3 clusters Score -571364.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -571385.750000 Penalty: 4357.324219
	Iteration 16Q: 3 clusters Score -571385.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -571405.250000 Penalty: 4357.324219
	Iteration 17Q: 3 clusters Score -571405.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -571431.062500 Penalty: 4357.324219
	Iteration 18Q: 3 clusters Score -571431.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -571460.375000 Penalty: 4357.324219
	Iteration 19Q: 3 clusters Score -571460.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -571492.375000 Penalty: 4357.324219
	Iteration 20F: 3 clusters Score -571492.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -571530.375000 Penalty: 4357.324219
	Iteration 21Q: 3 clusters Score -571530.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -571567.937500 Penalty: 4357.324219
	Iteration 22Q: 3 clusters Score -571567.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -571609.312500 Penalty: 4357.324219
	Iteration 23Q: 3 clusters Score -571609.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -571658.625000 Penalty: 4357.324219
	Iteration 24Q: 3 clusters Score -571658.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -571703.937500 Penalty: 4357.324219
	Iteration 25Q: 3 clusters Score -571703.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -571748.437500 Penalty: 4357.324219
	Iteration 26Q: 3 clusters Score -571748.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -571791.062500 Penalty: 4357.324219
	Iteration 27Q: 3 clusters Score -571791.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -571822.750000 Penalty: 4357.324219
	Iteration 28Q: 3 clusters Score -571822.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -571855.562500 Penalty: 4357.324219
	Iteration 29Q: 3 clusters Score -571855.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -571883.625000 Penalty: 4357.324219
	Iteration 30Q: 3 clusters Score -571883.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -571912.750000 Penalty: 4357.324219
	Iteration 31Q: 3 clusters Score -571912.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -571935.250000 Penalty: 4357.324219
	Iteration 32Q: 3 clusters Score -571935.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -571954.687500 Penalty: 4357.324219
	Iteration 33Q: 3 clusters Score -571954.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -571968.750000 Penalty: 4357.324219
	Iteration 34Q: 3 clusters Score -571968.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -571984.000000 Penalty: 4357.324219
	Iteration 35Q: 3 clusters Score -571984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -571997.750000 Penalty: 4357.324219
	Iteration 36Q: 3 clusters Score -571997.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -572006.812500 Penalty: 4357.324219
	Iteration 37Q: 3 clusters Score -572006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -572013.250000 Penalty: 4357.324219
	Iteration 38Q: 3 clusters Score -572013.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -572017.000000 Penalty: 4357.324219
	Iteration 39Q: 3 clusters Score -572017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -572022.750000 Penalty: 4357.324219
	Iteration 40F: 3 clusters Score -572022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -572030.062500 Penalty: 4357.324219
	Iteration 41Q: 3 clusters Score -572030.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -572040.000000 Penalty: 4357.324219
	Iteration 42Q: 3 clusters Score -572040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -572045.500000 Penalty: 4357.324219
	Iteration 43Q: 3 clusters Score -572045.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -572051.812500 Penalty: 4357.324219
	Iteration 44Q: 3 clusters Score -572051.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -572060.375000 Penalty: 4357.324219
	Iteration 45Q: 3 clusters Score -572060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -572065.937500 Penalty: 4357.324219
	Iteration 46Q: 3 clusters Score -572065.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -572073.187500 Penalty: 4357.324219
	Iteration 47Q: 3 clusters Score -572073.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -572080.375000 Penalty: 4357.324219
	Iteration 48Q: 3 clusters Score -572080.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -572087.875000 Penalty: 4357.324219
	Iteration 49Q: 3 clusters Score -572087.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -572092.500000 Penalty: 4357.324219
	Iteration 50Q: 3 clusters Score -572092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -572095.312500 Penalty: 4357.324219
	Iteration 51Q: 3 clusters Score -572095.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -572098.062500 Penalty: 4357.324219
	Iteration 52Q: 3 clusters Score -572098.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -572102.875000 Penalty: 4357.324219
	Iteration 53Q: 3 clusters Score -572102.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -572107.937500 Penalty: 4357.324219
	Iteration 54Q: 3 clusters Score -572107.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -572114.500000 Penalty: 4357.324219
	Iteration 55Q: 3 clusters Score -572114.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -572122.312500 Penalty: 4357.324219
	Iteration 56Q: 3 clusters Score -572122.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -572133.812500 Penalty: 4357.324219
	Iteration 57Q: 3 clusters Score -572133.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -572143.125000 Penalty: 4357.324219
	Iteration 58Q: 3 clusters Score -572143.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -572154.750000 Penalty: 4357.324219
	Iteration 59Q: 3 clusters Score -572154.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -572161.625000 Penalty: 4357.324219
	Iteration 60F: 3 clusters Score -572161.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -572172.937500 Penalty: 4357.324219
	Iteration 61Q: 3 clusters Score -572172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -572185.000000 Penalty: 4357.324219
	Iteration 62Q: 3 clusters Score -572185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -572190.625000 Penalty: 4357.324219
	Iteration 63Q: 3 clusters Score -572190.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -572194.687500 Penalty: 4357.324219
	Iteration 64Q: 3 clusters Score -572194.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -572198.687500 Penalty: 4357.324219
	Iteration 65Q: 3 clusters Score -572198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -572203.750000 Penalty: 4357.324219
	Iteration 66Q: 3 clusters Score -572203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -572205.812500 Penalty: 4357.324219
	Iteration 67Q: 3 clusters Score -572205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -572208.875000 Penalty: 4357.324219
	Iteration 68Q: 3 clusters Score -572208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -572212.500000 Penalty: 4357.324219
	Iteration 69Q: 3 clusters Score -572212.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -572219.250000 Penalty: 4357.324219
	Iteration 70Q: 3 clusters Score -572219.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -572228.250000 Penalty: 4357.324219
	Iteration 71Q: 3 clusters Score -572228.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -572235.937500 Penalty: 4357.324219
	Iteration 72Q: 3 clusters Score -572235.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -572241.937500 Penalty: 4357.324219
	Iteration 73Q: 3 clusters Score -572241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -572247.750000 Penalty: 4357.324219
	Iteration 74Q: 3 clusters Score -572247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -572249.875000 Penalty: 4357.324219
	Iteration 75Q: 3 clusters Score -572249.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -572254.750000 Penalty: 4357.324219
	Iteration 76Q: 3 clusters Score -572254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -572257.500000 Penalty: 4357.324219
	Iteration 77Q: 3 clusters Score -572257.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -572259.687500 Penalty: 4357.324219
	Iteration 78Q: 3 clusters Score -572259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -572262.437500 Penalty: 4357.324219
	Iteration 79Q: 3 clusters Score -572262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -572264.062500 Penalty: 4357.324219
	Iteration 80F: 3 clusters Score -572264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -572264.937500 Penalty: 4357.324219
	Iteration 81Q: 3 clusters Score -572264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -572266.812500 Penalty: 4357.324219
	Iteration 82Q: 3 clusters Score -572266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -572270.125000 Penalty: 4357.324219
	Iteration 83Q: 3 clusters Score -572270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -572274.500000 Penalty: 4357.324219
	Iteration 84Q: 3 clusters Score -572274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -572275.375000 Penalty: 4357.324219
	Iteration 85Q: 3 clusters Score -572275.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -572275.375000 Penalty: 4357.324219
	Iteration 86F: 3 clusters Score -572275.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Entering Unmasked Estep 
Score: -530757.250000 Penalty: 2145.757568
	Iteration 0F: 2 clusters Score -530757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -525751.375000 Penalty: 4291.515137
	Iteration 0F: 3 clusters Score -525751.4 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -526971.250000 Penalty: 4291.515137
	Iteration 1F: 3 clusters Score -526971.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -527197.562500 Penalty: 4291.515137
	Iteration 2F: 3 clusters Score -527197.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -527358.000000 Penalty: 4291.515137
	Iteration 3F: 3 clusters Score -527358 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -527476.000000 Penalty: 4291.515137
	Iteration 4Q: 3 clusters Score -527476 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -527564.687500 Penalty: 4291.515137
	Iteration 5Q: 3 clusters Score -527564.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -527639.750000 Penalty: 4291.515137
	Iteration 6Q: 3 clusters Score -527639.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -527710.812500 Penalty: 4291.515137
	Iteration 7Q: 3 clusters Score -527710.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -527765.812500 Penalty: 4291.515137
	Iteration 8Q: 3 clusters Score -527765.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -527806.687500 Penalty: 4291.515137
	Iteration 9Q: 3 clusters Score -527806.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -527847.562500 Penalty: 4291.515137
	Iteration 10Q: 3 clusters Score -527847.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -527903.375000 Penalty: 4291.515137
	Iteration 11Q: 3 clusters Score -527903.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -527969.625000 Penalty: 4291.515137
	Iteration 12Q: 3 clusters Score -527969.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -528048.125000 Penalty: 4291.515137
	Iteration 13Q: 3 clusters Score -528048.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -528133.625000 Penalty: 4291.515137
	Iteration 14Q: 3 clusters Score -528133.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -528219.250000 Penalty: 4291.515137
	Iteration 15Q: 3 clusters Score -528219.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -528317.625000 Penalty: 4291.515137
	Iteration 16Q: 3 clusters Score -528317.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -528412.375000 Penalty: 4291.515137
	Iteration 17Q: 3 clusters Score -528412.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -528490.312500 Penalty: 4291.515137
	Iteration 18Q: 3 clusters Score -528490.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -528570.500000 Penalty: 4291.515137
	Iteration 19Q: 3 clusters Score -528570.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -528629.812500 Penalty: 4291.515137
	Iteration 20F: 3 clusters Score -528629.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -528679.000000 Penalty: 4291.515137
	Iteration 21Q: 3 clusters Score -528679 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -528739.625000 Penalty: 4291.515137
	Iteration 22Q: 3 clusters Score -528739.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -528785.062500 Penalty: 4291.515137
	Iteration 23Q: 3 clusters Score -528785.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -528819.250000 Penalty: 4291.515137
	Iteration 24Q: 3 clusters Score -528819.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -528850.562500 Penalty: 4291.515137
	Iteration 25Q: 3 clusters Score -528850.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -528872.312500 Penalty: 4291.515137
	Iteration 26Q: 3 clusters Score -528872.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -528890.000000 Penalty: 4291.515137
	Iteration 27Q: 3 clusters Score -528890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -528905.312500 Penalty: 4291.515137
	Iteration 28Q: 3 clusters Score -528905.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -528920.312500 Penalty: 4291.515137
	Iteration 29Q: 3 clusters Score -528920.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -528931.250000 Penalty: 4291.515137
	Iteration 30Q: 3 clusters Score -528931.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -528942.875000 Penalty: 4291.515137
	Iteration 31Q: 3 clusters Score -528942.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -528953.812500 Penalty: 4291.515137
	Iteration 32Q: 3 clusters Score -528953.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -528961.437500 Penalty: 4291.515137
	Iteration 33Q: 3 clusters Score -528961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -528963.125000 Penalty: 4291.515137
	Iteration 34Q: 3 clusters Score -528963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -528966.187500 Penalty: 4291.515137
	Iteration 35Q: 3 clusters Score -528966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -528968.125000 Penalty: 4291.515137
	Iteration 36Q: 3 clusters Score -528968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -528970.687500 Penalty: 4291.515137
	Iteration 37Q: 3 clusters Score -528970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -528970.500000 Penalty: 4291.515137
	Iteration 38Q: 3 clusters Score -528970.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -528970.625000 Penalty: 4291.515137
	Iteration 39Q: 3 clusters Score -528970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -528971.250000 Penalty: 4291.515137
	Iteration 40F: 3 clusters Score -528971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -528971.750000 Penalty: 4291.515137
	Iteration 41Q: 3 clusters Score -528971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -528976.437500 Penalty: 4291.515137
	Iteration 42Q: 3 clusters Score -528976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -528976.437500 Penalty: 4291.515137
	Iteration 43F: 3 clusters Score -528976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -493971.093750 Penalty: 2149.712646
	Iteration 0F: 2 clusters Score -493971.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -489029.968750 Penalty: 4299.425293
	Iteration 0F: 3 clusters Score -489030 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -490237.875000 Penalty: 4299.425293
	Iteration 1F: 3 clusters Score -490237.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -490468.187500 Penalty: 4299.425293
	Iteration 2F: 3 clusters Score -490468.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -490612.937500 Penalty: 4299.425293
	Iteration 3Q: 3 clusters Score -490612.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -490723.406250 Penalty: 4299.425293
	Iteration 4Q: 3 clusters Score -490723.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -490825.281250 Penalty: 4299.425293
	Iteration 5Q: 3 clusters Score -490825.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -490919.093750 Penalty: 4299.425293
	Iteration 6Q: 3 clusters Score -490919.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -490992.468750 Penalty: 4299.425293
	Iteration 7Q: 3 clusters Score -490992.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -491058.562500 Penalty: 4299.425293
	Iteration 8Q: 3 clusters Score -491058.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -491129.062500 Penalty: 4299.425293
	Iteration 9Q: 3 clusters Score -491129.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -491201.531250 Penalty: 4299.425293
	Iteration 10Q: 3 clusters Score -491201.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -491289.281250 Penalty: 4299.425293
	Iteration 11Q: 3 clusters Score -491289.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -491383.250000 Penalty: 4299.425293
	Iteration 12Q: 3 clusters Score -491383.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -491483.406250 Penalty: 4299.425293
	Iteration 13Q: 3 clusters Score -491483.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -491611.031250 Penalty: 4299.425293
	Iteration 14Q: 3 clusters Score -491611 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -491766.937500 Penalty: 4299.425293
	Iteration 15Q: 3 clusters Score -491766.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -491949.968750 Penalty: 4299.425293
	Iteration 16Q: 3 clusters Score -491950 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -492106.062500 Penalty: 4299.425293
	Iteration 17Q: 3 clusters Score -492106.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -492236.750000 Penalty: 4299.425293
	Iteration 18Q: 3 clusters Score -492236.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -492337.062500 Penalty: 4299.425293
	Iteration 19Q: 3 clusters Score -492337.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -492420.281250 Penalty: 4299.425293
	Iteration 20F: 3 clusters Score -492420.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -492486.343750 Penalty: 4299.425293
	Iteration 21Q: 3 clusters Score -492486.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -492550.218750 Penalty: 4299.425293
	Iteration 22Q: 3 clusters Score -492550.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -492597.781250 Penalty: 4299.425293
	Iteration 23Q: 3 clusters Score -492597.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -492646.437500 Penalty: 4299.425293
	Iteration 24Q: 3 clusters Score -492646.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -492698.593750 Penalty: 4299.425293
	Iteration 25Q: 3 clusters Score -492698.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -492765.500000 Penalty: 4299.425293
	Iteration 26Q: 3 clusters Score -492765.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -492871.781250 Penalty: 4299.425293
	Iteration 27Q: 3 clusters Score -492871.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -492966.468750 Penalty: 4299.425293
	Iteration 28Q: 3 clusters Score -492966.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -493059.843750 Penalty: 4299.425293
	Iteration 29Q: 3 clusters Score -493059.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -493102.062500 Penalty: 4299.425293
	Iteration 30Q: 3 clusters Score -493102.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -493123.125000 Penalty: 4299.425293
	Iteration 31Q: 3 clusters Score -493123.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -493136.156250 Penalty: 4299.425293
	Iteration 32Q: 3 clusters Score -493136.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -493139.375000 Penalty: 4299.425293
	Iteration 33Q: 3 clusters Score -493139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -493141.187500 Penalty: 4299.425293
	Iteration 34Q: 3 clusters Score -493141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -493143.625000 Penalty: 4299.425293
	Iteration 35Q: 3 clusters Score -493143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -493145.437500 Penalty: 4299.425293
	Iteration 36Q: 3 clusters Score -493145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -493145.406250 Penalty: 4299.425293
	Iteration 37Q: 3 clusters Score -493145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -493145.656250 Penalty: 4299.425293
	Iteration 38Q: 3 clusters Score -493145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -493145.187500 Penalty: 4299.425293
	Iteration 39Q: 3 clusters Score -493145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -493145.187500 Penalty: 4299.425293
	Iteration 40F: 3 clusters Score -493145.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -412672.812500 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -412672.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -408278.187500 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -408278.2 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -409246.500000 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -409246.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -409407.968750 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -409408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -409503.312500 Penalty: 4202.727539
	Iteration 3Q: 3 clusters Score -409503.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -409576.406250 Penalty: 4202.727539
	Iteration 4Q: 3 clusters Score -409576.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -409640.781250 Penalty: 4202.727539
	Iteration 5Q: 3 clusters Score -409640.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -409693.343750 Penalty: 4202.727539
	Iteration 6Q: 3 clusters Score -409693.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -409746.281250 Penalty: 4202.727539
	Iteration 7Q: 3 clusters Score -409746.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -409803.218750 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -409803.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -409858.843750 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -409858.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -409909.187500 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -409909.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -409944.750000 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -409944.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -409972.031250 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -409972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -409996.281250 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -409996.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -410013.875000 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -410013.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -410030.843750 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -410030.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -410045.906250 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -410045.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -410058.250000 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -410058.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -410075.031250 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -410075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -410090.656250 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -410090.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -410109.750000 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -410109.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -410127.656250 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -410127.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -410149.687500 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -410149.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410166.625000 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -410166.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -410184.250000 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -410184.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -410207.437500 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -410207.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -410229.687500 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -410229.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -410255.718750 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -410255.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -410279.750000 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -410279.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -410300.781250 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -410300.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -410327.843750 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -410327.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -410355.625000 Penalty: 4202.727539
	Iteration 31Q: 3 clusters Score -410355.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -410381.906250 Penalty: 4202.727539
	Iteration 32Q: 3 clusters Score -410381.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -410419.812500 Penalty: 4202.727539
	Iteration 33Q: 3 clusters Score -410419.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -410451.687500 Penalty: 4202.727539
	Iteration 34Q: 3 clusters Score -410451.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -410483.500000 Penalty: 4202.727539
	Iteration 35Q: 3 clusters Score -410483.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -410522.156250 Penalty: 4202.727539
	Iteration 36Q: 3 clusters Score -410522.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -410553.531250 Penalty: 4202.727539
	Iteration 37Q: 3 clusters Score -410553.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -410582.125000 Penalty: 4202.727539
	Iteration 38Q: 3 clusters Score -410582.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -410613.000000 Penalty: 4202.727539
	Iteration 39Q: 3 clusters Score -410613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -410629.593750 Penalty: 4202.727539
	Iteration 40F: 3 clusters Score -410629.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -410645.093750 Penalty: 4202.727539
	Iteration 41Q: 3 clusters Score -410645.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -410661.343750 Penalty: 4202.727539
	Iteration 42Q: 3 clusters Score -410661.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -410674.875000 Penalty: 4202.727539
	Iteration 43Q: 3 clusters Score -410674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -410684.000000 Penalty: 4202.727539
	Iteration 44Q: 3 clusters Score -410684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -410698.375000 Penalty: 4202.727539
	Iteration 45Q: 3 clusters Score -410698.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -410713.656250 Penalty: 4202.727539
	Iteration 46Q: 3 clusters Score -410713.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -410728.531250 Penalty: 4202.727539
	Iteration 47Q: 3 clusters Score -410728.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -410746.718750 Penalty: 4202.727539
	Iteration 48Q: 3 clusters Score -410746.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -410760.250000 Penalty: 4202.727539
	Iteration 49Q: 3 clusters Score -410760.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -410769.593750 Penalty: 4202.727539
	Iteration 50Q: 3 clusters Score -410769.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -410777.968750 Penalty: 4202.727539
	Iteration 51Q: 3 clusters Score -410778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -410792.125000 Penalty: 4202.727539
	Iteration 52Q: 3 clusters Score -410792.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -410803.375000 Penalty: 4202.727539
	Iteration 53Q: 3 clusters Score -410803.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -410813.437500 Penalty: 4202.727539
	Iteration 54Q: 3 clusters Score -410813.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -410826.125000 Penalty: 4202.727539
	Iteration 55Q: 3 clusters Score -410826.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -410835.593750 Penalty: 4202.727539
	Iteration 56Q: 3 clusters Score -410835.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -410844.750000 Penalty: 4202.727539
	Iteration 57Q: 3 clusters Score -410844.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -410854.750000 Penalty: 4202.727539
	Iteration 58Q: 3 clusters Score -410854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -410861.343750 Penalty: 4202.727539
	Iteration 59Q: 3 clusters Score -410861.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -410863.937500 Penalty: 4202.727539
	Iteration 60F: 3 clusters Score -410863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -410865.156250 Penalty: 4202.727539
	Iteration 61Q: 3 clusters Score -410865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -410870.187500 Penalty: 4202.727539
	Iteration 62Q: 3 clusters Score -410870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -410875.468750 Penalty: 4202.727539
	Iteration 63Q: 3 clusters Score -410875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -410883.406250 Penalty: 4202.727539
	Iteration 64Q: 3 clusters Score -410883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -410888.281250 Penalty: 4202.727539
	Iteration 65Q: 3 clusters Score -410888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -410892.875000 Penalty: 4202.727539
	Iteration 66Q: 3 clusters Score -410892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -410900.000000 Penalty: 4202.727539
	Iteration 67Q: 3 clusters Score -410900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -410906.000000 Penalty: 4202.727539
	Iteration 68Q: 3 clusters Score -410906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -410911.468750 Penalty: 4202.727539
	Iteration 69Q: 3 clusters Score -410911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -410918.156250 Penalty: 4202.727539
	Iteration 70Q: 3 clusters Score -410918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -410927.593750 Penalty: 4202.727539
	Iteration 71Q: 3 clusters Score -410927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -410931.875000 Penalty: 4202.727539
	Iteration 72Q: 3 clusters Score -410931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -410935.843750 Penalty: 4202.727539
	Iteration 73Q: 3 clusters Score -410935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -410939.312500 Penalty: 4202.727539
	Iteration 74Q: 3 clusters Score -410939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -410940.593750 Penalty: 4202.727539
	Iteration 75Q: 3 clusters Score -410940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -410940.375000 Penalty: 4202.727539
	Iteration 76Q: 3 clusters Score -410940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -410940.375000 Penalty: 4202.727539
	Iteration 77F: 3 clusters Score -410940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Entering Unmasked Estep 
Score: -3334458.500000 Penalty: 2595.966553
	Iteration 0F: 2 clusters Score -3334458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3310705.500000 Penalty: 5191.933105
	Iteration 0F: 3 clusters Score -3310706 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3319567.250000 Penalty: 5191.933105
	Iteration 1F: 3 clusters Score -3319567 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3320185.250000 Penalty: 5191.933105
	Iteration 2Q: 3 clusters Score -3320185 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3320891.500000 Penalty: 5191.933105
	Iteration 3Q: 3 clusters Score -3320892 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3321905.000000 Penalty: 5191.933105
	Iteration 4F: 3 clusters Score -3321905 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3323423.500000 Penalty: 5191.933105
	Iteration 5F: 3 clusters Score -3323424 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3325281.750000 Penalty: 5191.933105
	Iteration 6F: 3 clusters Score -3325282 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3327132.750000 Penalty: 5191.933105
	Iteration 7F: 3 clusters Score -3327133 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3328761.250000 Penalty: 5191.933105
	Iteration 8F: 3 clusters Score -3328761 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3330024.000000 Penalty: 5191.933105
	Iteration 9Q: 3 clusters Score -3330024 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3330918.000000 Penalty: 5191.933105
	Iteration 10Q: 3 clusters Score -3330918 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3331444.500000 Penalty: 5191.933105
	Iteration 11Q: 3 clusters Score -3331444 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3331764.750000 Penalty: 5191.933105
	Iteration 12Q: 3 clusters Score -3331765 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3331951.250000 Penalty: 5191.933105
	Iteration 13Q: 3 clusters Score -3331951 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3332065.250000 Penalty: 5191.933105
	Iteration 14Q: 3 clusters Score -3332065 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3332123.500000 Penalty: 5191.933105
	Iteration 15Q: 3 clusters Score -3332124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3332177.750000 Penalty: 5191.933105
	Iteration 16Q: 3 clusters Score -3332178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3332214.500000 Penalty: 5191.933105
	Iteration 17Q: 3 clusters Score -3332214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3332240.250000 Penalty: 5191.933105
	Iteration 18Q: 3 clusters Score -3332240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3332271.000000 Penalty: 5191.933105
	Iteration 19Q: 3 clusters Score -3332271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3332278.750000 Penalty: 5191.933105
	Iteration 20F: 3 clusters Score -3332279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3332291.000000 Penalty: 5191.933105
	Iteration 21Q: 3 clusters Score -3332291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3332298.750000 Penalty: 5191.933105
	Iteration 22Q: 3 clusters Score -3332299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3332305.250000 Penalty: 5191.933105
	Iteration 23Q: 3 clusters Score -3332305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3332318.250000 Penalty: 5191.933105
	Iteration 24Q: 3 clusters Score -3332318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3332325.000000 Penalty: 5191.933105
	Iteration 25Q: 3 clusters Score -3332325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3332327.750000 Penalty: 5191.933105
	Iteration 26Q: 3 clusters Score -3332328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3332324.250000 Penalty: 5191.933105
	Iteration 27Q: 3 clusters Score -3332324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3332324.250000 Penalty: 5191.933105
	Iteration 28F: 3 clusters Score -3332324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -396151.218750 Penalty: 2080.674072
	Iteration 0F: 2 clusters Score -396151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -392010.343750 Penalty: 4161.348145
	Iteration 0F: 3 clusters Score -392010.3 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -392999.906250 Penalty: 4161.348145
	Iteration 1F: 3 clusters Score -392999.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -393305.531250 Penalty: 4161.348145
	Iteration 2F: 3 clusters Score -393305.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -393600.437500 Penalty: 4161.348145
	Iteration 3F: 3 clusters Score -393600.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -393939.187500 Penalty: 4161.348145
	Iteration 4F: 3 clusters Score -393939.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -394333.531250 Penalty: 4161.348145
	Iteration 5F: 3 clusters Score -394333.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -394735.937500 Penalty: 4161.348145
	Iteration 6F: 3 clusters Score -394735.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -395068.031250 Penalty: 4161.348145
	Iteration 7F: 3 clusters Score -395068 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -395290.562500 Penalty: 4161.348145
	Iteration 8Q: 3 clusters Score -395290.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -395405.781250 Penalty: 4161.348145
	Iteration 9Q: 3 clusters Score -395405.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -395457.656250 Penalty: 4161.348145
	Iteration 10Q: 3 clusters Score -395457.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -395480.187500 Penalty: 4161.348145
	Iteration 11Q: 3 clusters Score -395480.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -395493.375000 Penalty: 4161.348145
	Iteration 12Q: 3 clusters Score -395493.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -395497.968750 Penalty: 4161.348145
	Iteration 13Q: 3 clusters Score -395498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -395501.062500 Penalty: 4161.348145
	Iteration 14Q: 3 clusters Score -395501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -395503.687500 Penalty: 4161.348145
	Iteration 15Q: 3 clusters Score -395503.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -395505.250000 Penalty: 4161.348145
	Iteration 16Q: 3 clusters Score -395505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -395507.968750 Penalty: 4161.348145
	Iteration 17Q: 3 clusters Score -395508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -395508.062500 Penalty: 4161.348145
	Iteration 18Q: 3 clusters Score -395508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -395508.406250 Penalty: 4161.348145
	Iteration 19Q: 3 clusters Score -395508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -395510.000000 Penalty: 4161.348145
	Iteration 20F: 3 clusters Score -395510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -395511.156250 Penalty: 4161.348145
	Iteration 21Q: 3 clusters Score -395511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -395511.093750 Penalty: 4161.348145
	Iteration 22Q: 3 clusters Score -395511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -395511.093750 Penalty: 4161.348145
	Iteration 23F: 3 clusters Score -395511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65581.750000 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65581.75 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65874.812500 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -65874.81 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66002.414062 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -66002.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66192.234375 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -66192.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66410.320312 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -66410.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66558.265625 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -66558.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66654.328125 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66654.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66680.023438 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66680.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66695.703125 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66701.914062 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66701.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66706.203125 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -66706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66706.203125 Penalty: 3329.023193
	Iteration 11F: 3 clusters Score -66706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Entering Unmasked Estep 
Score: -996365.250000 Penalty: 2311.315918
	Iteration 0F: 2 clusters Score -996365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -987962.750000 Penalty: 4622.631836
	Iteration 0F: 3 clusters Score -987962.8 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -990526.500000 Penalty: 4622.631836
	Iteration 1F: 3 clusters Score -990526.5 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -990848.187500 Penalty: 4622.631836
	Iteration 2F: 3 clusters Score -990848.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -991065.312500 Penalty: 4622.631836
	Iteration 3Q: 3 clusters Score -991065.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -991229.750000 Penalty: 4622.631836
	Iteration 4Q: 3 clusters Score -991229.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -991362.250000 Penalty: 4622.631836
	Iteration 5Q: 3 clusters Score -991362.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -991472.500000 Penalty: 4622.631836
	Iteration 6Q: 3 clusters Score -991472.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -991580.437500 Penalty: 4622.631836
	Iteration 7Q: 3 clusters Score -991580.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -991703.000000 Penalty: 4622.631836
	Iteration 8Q: 3 clusters Score -991703 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -991832.062500 Penalty: 4622.631836
	Iteration 9Q: 3 clusters Score -991832.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -991983.062500 Penalty: 4622.631836
	Iteration 10Q: 3 clusters Score -991983.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -992168.250000 Penalty: 4622.631836
	Iteration 11Q: 3 clusters Score -992168.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -992399.312500 Penalty: 4622.631836
	Iteration 12Q: 3 clusters Score -992399.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -992658.812500 Penalty: 4622.631836
	Iteration 13Q: 3 clusters Score -992658.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -992968.875000 Penalty: 4622.631836
	Iteration 14Q: 3 clusters Score -992968.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -993275.625000 Penalty: 4622.631836
	Iteration 15Q: 3 clusters Score -993275.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -993608.312500 Penalty: 4622.631836
	Iteration 16Q: 3 clusters Score -993608.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -993930.875000 Penalty: 4622.631836
	Iteration 17Q: 3 clusters Score -993930.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -994191.750000 Penalty: 4622.631836
	Iteration 18Q: 3 clusters Score -994191.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -994405.187500 Penalty: 4622.631836
	Iteration 19Q: 3 clusters Score -994405.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -994574.500000 Penalty: 4622.631836
	Iteration 20F: 3 clusters Score -994574.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -994708.937500 Penalty: 4622.631836
	Iteration 21Q: 3 clusters Score -994708.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -994823.875000 Penalty: 4622.631836
	Iteration 22Q: 3 clusters Score -994823.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -994909.375000 Penalty: 4622.631836
	Iteration 23Q: 3 clusters Score -994909.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -994957.437500 Penalty: 4622.631836
	Iteration 24Q: 3 clusters Score -994957.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -995006.562500 Penalty: 4622.631836
	Iteration 25Q: 3 clusters Score -995006.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -995040.250000 Penalty: 4622.631836
	Iteration 26Q: 3 clusters Score -995040.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -995070.312500 Penalty: 4622.631836
	Iteration 27Q: 3 clusters Score -995070.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -995088.250000 Penalty: 4622.631836
	Iteration 28Q: 3 clusters Score -995088.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -995102.250000 Penalty: 4622.631836
	Iteration 29Q: 3 clusters Score -995102.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -995112.125000 Penalty: 4622.631836
	Iteration 30Q: 3 clusters Score -995112.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -995117.062500 Penalty: 4622.631836
	Iteration 31Q: 3 clusters Score -995117.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -995126.875000 Penalty: 4622.631836
	Iteration 32Q: 3 clusters Score -995126.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -995131.062500 Penalty: 4622.631836
	Iteration 33Q: 3 clusters Score -995131.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -995139.500000 Penalty: 4622.631836
	Iteration 34Q: 3 clusters Score -995139.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -995147.250000 Penalty: 4622.631836
	Iteration 35Q: 3 clusters Score -995147.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -995151.625000 Penalty: 4622.631836
	Iteration 36Q: 3 clusters Score -995151.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -995154.625000 Penalty: 4622.631836
	Iteration 37Q: 3 clusters Score -995154.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -995162.125000 Penalty: 4622.631836
	Iteration 38Q: 3 clusters Score -995162.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -995167.312500 Penalty: 4622.631836
	Iteration 39Q: 3 clusters Score -995167.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -995171.750000 Penalty: 4622.631836
	Iteration 40F: 3 clusters Score -995171.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -995174.562500 Penalty: 4622.631836
	Iteration 41Q: 3 clusters Score -995174.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -995184.625000 Penalty: 4622.631836
	Iteration 42Q: 3 clusters Score -995184.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -995186.937500 Penalty: 4622.631836
	Iteration 43Q: 3 clusters Score -995186.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -995190.875000 Penalty: 4622.631836
	Iteration 44Q: 3 clusters Score -995190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -995194.625000 Penalty: 4622.631836
	Iteration 45Q: 3 clusters Score -995194.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -995196.375000 Penalty: 4622.631836
	Iteration 46Q: 3 clusters Score -995196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -995197.125000 Penalty: 4622.631836
	Iteration 47Q: 3 clusters Score -995197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -995198.750000 Penalty: 4622.631836
	Iteration 48Q: 3 clusters Score -995198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -995200.312500 Penalty: 4622.631836
	Iteration 49Q: 3 clusters Score -995200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -995200.437500 Penalty: 4622.631836
	Iteration 50Q: 3 clusters Score -995200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -995199.375000 Penalty: 4622.631836
	Iteration 51Q: 3 clusters Score -995199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -995200.312500 Penalty: 4622.631836
	Iteration 52Q: 3 clusters Score -995200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -995203.875000 Penalty: 4622.631836
	Iteration 53Q: 3 clusters Score -995203.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -995204.937500 Penalty: 4622.631836
	Iteration 54Q: 3 clusters Score -995204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -995204.062500 Penalty: 4622.631836
	Iteration 55Q: 3 clusters Score -995204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -995205.375000 Penalty: 4622.631836
	Iteration 56Q: 3 clusters Score -995205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -995205.437500 Penalty: 4622.631836
	Iteration 57Q: 3 clusters Score -995205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -995208.875000 Penalty: 4622.631836
	Iteration 58Q: 3 clusters Score -995208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -995210.312500 Penalty: 4622.631836
	Iteration 59Q: 3 clusters Score -995210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -995209.562500 Penalty: 4622.631836
	Iteration 60F: 3 clusters Score -995209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -995210.312500 Penalty: 4622.631836
	Iteration 61Q: 3 clusters Score -995210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -995210.312500 Penalty: 4622.631836
	Iteration 62F: 3 clusters Score -995210.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (53023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Entering Unmasked Estep 
Score: -4812330.000000 Penalty: 2697.863281
	Iteration 0F: 2 clusters Score -4812330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4776809.000000 Penalty: 5395.726562
	Iteration 0F: 3 clusters Score -4776809 nChanged 24355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -4790661.500000 Penalty: 5395.726562
	Iteration 1F: 3 clusters Score -4790662 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4791482.500000 Penalty: 5395.726562
	Iteration 2Q: 3 clusters Score -4791482 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4792565.500000 Penalty: 5395.726562
	Iteration 3Q: 3 clusters Score -4792566 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4794051.000000 Penalty: 5395.726562
	Iteration 4F: 3 clusters Score -4794051 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4795991.500000 Penalty: 5395.726562
	Iteration 5F: 3 clusters Score -4795992 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4798438.500000 Penalty: 5395.726562
	Iteration 6F: 3 clusters Score -4798438 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4801041.500000 Penalty: 5395.726562
	Iteration 7F: 3 clusters Score -4801042 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -4803470.000000 Penalty: 5395.726562
	Iteration 8F: 3 clusters Score -4803470 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -4805496.500000 Penalty: 5395.726562
	Iteration 9Q: 3 clusters Score -4805496 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -4806955.500000 Penalty: 5395.726562
	Iteration 10Q: 3 clusters Score -4806956 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -4807766.000000 Penalty: 5395.726562
	Iteration 11Q: 3 clusters Score -4807766 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4808370.000000 Penalty: 5395.726562
	Iteration 12Q: 3 clusters Score -4808370 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -4808740.000000 Penalty: 5395.726562
	Iteration 13Q: 3 clusters Score -4808740 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4808980.000000 Penalty: 5395.726562
	Iteration 14Q: 3 clusters Score -4808980 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4809173.000000 Penalty: 5395.726562
	Iteration 15Q: 3 clusters Score -4809173 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4809308.000000 Penalty: 5395.726562
	Iteration 16Q: 3 clusters Score -4809308 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4809399.500000 Penalty: 5395.726562
	Iteration 17Q: 3 clusters Score -4809400 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4809481.500000 Penalty: 5395.726562
	Iteration 18Q: 3 clusters Score -4809482 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4809577.500000 Penalty: 5395.726562
	Iteration 19Q: 3 clusters Score -4809578 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4809642.500000 Penalty: 5395.726562
	Iteration 20F: 3 clusters Score -4809642 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4809726.500000 Penalty: 5395.726562
	Iteration 21Q: 3 clusters Score -4809726 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4809800.000000 Penalty: 5395.726562
	Iteration 22Q: 3 clusters Score -4809800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4809874.000000 Penalty: 5395.726562
	Iteration 23Q: 3 clusters Score -4809874 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4809955.000000 Penalty: 5395.726562
	Iteration 24Q: 3 clusters Score -4809955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4810017.000000 Penalty: 5395.726562
	Iteration 25Q: 3 clusters Score -4810017 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4810109.500000 Penalty: 5395.726562
	Iteration 26Q: 3 clusters Score -4810110 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4810205.500000 Penalty: 5395.726562
	Iteration 27Q: 3 clusters Score -4810206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4810324.500000 Penalty: 5395.726562
	Iteration 28Q: 3 clusters Score -4810324 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4810444.000000 Penalty: 5395.726562
	Iteration 29Q: 3 clusters Score -4810444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4810515.500000 Penalty: 5395.726562
	Iteration 30Q: 3 clusters Score -4810516 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4810595.500000 Penalty: 5395.726562
	Iteration 31Q: 3 clusters Score -4810596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4810652.000000 Penalty: 5395.726562
	Iteration 32Q: 3 clusters Score -4810652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4810681.000000 Penalty: 5395.726562
	Iteration 33Q: 3 clusters Score -4810681 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4810692.500000 Penalty: 5395.726562
	Iteration 34Q: 3 clusters Score -4810692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4810712.500000 Penalty: 5395.726562
	Iteration 35Q: 3 clusters Score -4810712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4810718.000000 Penalty: 5395.726562
	Iteration 36Q: 3 clusters Score -4810718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4810720.000000 Penalty: 5395.726562
	Iteration 37Q: 3 clusters Score -4810720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4810719.500000 Penalty: 5395.726562
	Iteration 38Q: 3 clusters Score -4810720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4810725.500000 Penalty: 5395.726562
	Iteration 39Q: 3 clusters Score -4810726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4810724.500000 Penalty: 5395.726562
	Iteration 40F: 3 clusters Score -4810724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4810730.000000 Penalty: 5395.726562
	Iteration 41Q: 3 clusters Score -4810730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4810728.500000 Penalty: 5395.726562
	Iteration 42Q: 3 clusters Score -4810728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4810728.500000 Penalty: 5395.726562
	Iteration 43Q: 3 clusters Score -4810728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4810737.000000 Penalty: 5395.726562
	Iteration 44Q: 3 clusters Score -4810737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4810739.000000 Penalty: 5395.726562
	Iteration 45Q: 3 clusters Score -4810739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4810736.500000 Penalty: 5395.726562
	Iteration 46Q: 3 clusters Score -4810736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4810741.500000 Penalty: 5395.726562
	Iteration 47Q: 3 clusters Score -4810742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4810741.500000 Penalty: 5395.726562
	Iteration 48Q: 3 clusters Score -4810742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4810749.500000 Penalty: 5395.726562
	Iteration 49Q: 3 clusters Score -4810750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4810755.000000 Penalty: 5395.726562
	Iteration 50Q: 3 clusters Score -4810755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4810760.000000 Penalty: 5395.726562
	Iteration 51Q: 3 clusters Score -4810760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4810763.000000 Penalty: 5395.726562
	Iteration 52Q: 3 clusters Score -4810763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4810757.000000 Penalty: 5395.726562
	Iteration 53Q: 3 clusters Score -4810757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4810759.500000 Penalty: 5395.726562
	Iteration 54Q: 3 clusters Score -4810760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4810763.000000 Penalty: 5395.726562
	Iteration 55Q: 3 clusters Score -4810763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4810763.000000 Penalty: 5395.726562
	Iteration 56F: 3 clusters Score -4810763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 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 502 members 
Entering Unmasked Estep 
Score: -81268.898438 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81268.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81568.492188 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81568.49 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -81658.984375 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81658.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81701.335938 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -81701.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81729.210938 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -81729.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -81754.406250 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -81754.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81781.765625 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -81781.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -81809.257812 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -81809.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81835.453125 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -81835.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -81879.179688 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -81879.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81921.414062 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -81921.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -81983.015625 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -81983.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82059.710938 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -82059.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82159.812500 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -82159.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82312.406250 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -82312.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82585.343750 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -82585.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82863.273438 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -82863.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82967.640625 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -82967.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83040.695312 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -83040.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -83135.679688 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -83135.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83192.546875 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -83192.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83219.148438 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -83219.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83231.281250 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -83231.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83259.703125 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -83259.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83319.867188 Penalty: 3428.226807
	Iteration 24Q: 3 clusters Score -83319.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83431.367188 Penalty: 3428.226807
	Iteration 25Q: 3 clusters Score -83431.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -83537.968750 Penalty: 3428.226807
	Iteration 26Q: 3 clusters Score -83537.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83565.023438 Penalty: 3428.226807
	Iteration 27Q: 3 clusters Score -83565.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 28Q: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 29F: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 53023 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438542 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164616 members 
Mstep: Class 22 contains 132767 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97987 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 584 members 
Entering Unmasked Estep 
Score: -93620232.000000 Penalty: 99725.210938
Splitting cluster 12 changes total score from -93621808.000000 to -93620232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -139568.187500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -139568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -137170.171875 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -137170.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -137741.312500 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -137741.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -138186.640625 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -138186.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138412.296875 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -138412.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -138593.140625 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -138593.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138804.437500 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -138804.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -138993.265625 Penalty: 3689.146484
	Iteration 6F: 3 clusters Score -138993.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139218.562500 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -139218.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139408.937500 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -139408.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139537.218750 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -139537.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139606.343750 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -139606.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139622.671875 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -139622.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139629.953125 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -139630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139632.781250 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -139632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139632.781250 Penalty: 3689.146484
	Iteration 14F: 3 clusters Score -139632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 53023 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1093 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438542 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164616 members 
Mstep: Class 22 contains 132767 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97987 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 606 members 
Entering Unmasked Estep 
Score: -93620240.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93621808.000000 to -93620240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Entering Unmasked Estep 
Score: -2212193.750000 Penalty: 2510.211182
	Iteration 0F: 2 clusters Score -2212194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2194921.250000 Penalty: 5020.422363
	Iteration 0F: 3 clusters Score -2194921 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2200828.500000 Penalty: 5020.422363
	Iteration 1F: 3 clusters Score -2200828 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2201257.750000 Penalty: 5020.422363
	Iteration 2Q: 3 clusters Score -2201258 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2201622.500000 Penalty: 5020.422363
	Iteration 3Q: 3 clusters Score -2201622 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2201955.750000 Penalty: 5020.422363
	Iteration 4Q: 3 clusters Score -2201956 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2202273.250000 Penalty: 5020.422363
	Iteration 5Q: 3 clusters Score -2202273 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2202610.000000 Penalty: 5020.422363
	Iteration 6Q: 3 clusters Score -2202610 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2202960.750000 Penalty: 5020.422363
	Iteration 7Q: 3 clusters Score -2202961 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2203345.250000 Penalty: 5020.422363
	Iteration 8Q: 3 clusters Score -2203345 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2203831.750000 Penalty: 5020.422363
	Iteration 9Q: 3 clusters Score -2203832 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2204479.000000 Penalty: 5020.422363
	Iteration 10Q: 3 clusters Score -2204479 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2205298.500000 Penalty: 5020.422363
	Iteration 11Q: 3 clusters Score -2205298 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2206238.750000 Penalty: 5020.422363
	Iteration 12F: 3 clusters Score -2206239 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2207220.750000 Penalty: 5020.422363
	Iteration 13F: 3 clusters Score -2207221 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2208056.500000 Penalty: 5020.422363
	Iteration 14Q: 3 clusters Score -2208056 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2208716.750000 Penalty: 5020.422363
	Iteration 15Q: 3 clusters Score -2208717 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2209188.250000 Penalty: 5020.422363
	Iteration 16Q: 3 clusters Score -2209188 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2209477.250000 Penalty: 5020.422363
	Iteration 17Q: 3 clusters Score -2209477 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2209670.000000 Penalty: 5020.422363
	Iteration 18Q: 3 clusters Score -2209670 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2209784.250000 Penalty: 5020.422363
	Iteration 19Q: 3 clusters Score -2209784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2209873.250000 Penalty: 5020.422363
	Iteration 20F: 3 clusters Score -2209873 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2209951.750000 Penalty: 5020.422363
	Iteration 21Q: 3 clusters Score -2209952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2209999.500000 Penalty: 5020.422363
	Iteration 22Q: 3 clusters Score -2210000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2210040.750000 Penalty: 5020.422363
	Iteration 23Q: 3 clusters Score -2210041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2210073.500000 Penalty: 5020.422363
	Iteration 24Q: 3 clusters Score -2210074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2210094.750000 Penalty: 5020.422363
	Iteration 25Q: 3 clusters Score -2210095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2210112.500000 Penalty: 5020.422363
	Iteration 26Q: 3 clusters Score -2210112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2210129.000000 Penalty: 5020.422363
	Iteration 27Q: 3 clusters Score -2210129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2210148.500000 Penalty: 5020.422363
	Iteration 28Q: 3 clusters Score -2210148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2210157.500000 Penalty: 5020.422363
	Iteration 29Q: 3 clusters Score -2210158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2210166.000000 Penalty: 5020.422363
	Iteration 30Q: 3 clusters Score -2210166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2210174.500000 Penalty: 5020.422363
	Iteration 31Q: 3 clusters Score -2210174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -2210181.000000 Penalty: 5020.422363
	Iteration 32Q: 3 clusters Score -2210181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2210182.250000 Penalty: 5020.422363
	Iteration 33Q: 3 clusters Score -2210182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2210184.750000 Penalty: 5020.422363
	Iteration 34Q: 3 clusters Score -2210185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2210187.250000 Penalty: 5020.422363
	Iteration 35Q: 3 clusters Score -2210187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2210192.500000 Penalty: 5020.422363
	Iteration 36Q: 3 clusters Score -2210192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2210197.250000 Penalty: 5020.422363
	Iteration 37Q: 3 clusters Score -2210197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2210199.000000 Penalty: 5020.422363
	Iteration 38Q: 3 clusters Score -2210199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2210199.750000 Penalty: 5020.422363
	Iteration 39Q: 3 clusters Score -2210200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2210197.000000 Penalty: 5020.422363
	Iteration 40F: 3 clusters Score -2210197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2210200.500000 Penalty: 5020.422363
	Iteration 41Q: 3 clusters Score -2210200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2210203.000000 Penalty: 5020.422363
	Iteration 42Q: 3 clusters Score -2210203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2210204.750000 Penalty: 5020.422363
	Iteration 43Q: 3 clusters Score -2210205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2210206.250000 Penalty: 5020.422363
	Iteration 44Q: 3 clusters Score -2210206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2210206.500000 Penalty: 5020.422363
	Iteration 45Q: 3 clusters Score -2210206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2210208.500000 Penalty: 5020.422363
	Iteration 46Q: 3 clusters Score -2210208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2210208.500000 Penalty: 5020.422363
	Iteration 47F: 3 clusters Score -2210208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Entering Unmasked Estep 
Score: -1212345.125000 Penalty: 2367.095215
	Iteration 0F: 2 clusters Score -1212345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1202142.375000 Penalty: 4734.190430
	Iteration 0F: 3 clusters Score -1202142 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1205421.875000 Penalty: 4734.190430
	Iteration 1F: 3 clusters Score -1205422 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1205864.000000 Penalty: 4734.190430
	Iteration 2F: 3 clusters Score -1205864 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1206229.000000 Penalty: 4734.190430
	Iteration 3F: 3 clusters Score -1206229 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1206600.875000 Penalty: 4734.190430
	Iteration 4Q: 3 clusters Score -1206601 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1207034.625000 Penalty: 4734.190430
	Iteration 5Q: 3 clusters Score -1207035 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1207543.750000 Penalty: 4734.190430
	Iteration 6Q: 3 clusters Score -1207544 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1208055.000000 Penalty: 4734.190430
	Iteration 7Q: 3 clusters Score -1208055 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1208528.875000 Penalty: 4734.190430
	Iteration 8Q: 3 clusters Score -1208529 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1208932.250000 Penalty: 4734.190430
	Iteration 9Q: 3 clusters Score -1208932 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1209242.250000 Penalty: 4734.190430
	Iteration 10Q: 3 clusters Score -1209242 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1209504.875000 Penalty: 4734.190430
	Iteration 11Q: 3 clusters Score -1209505 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1209693.375000 Penalty: 4734.190430
	Iteration 12Q: 3 clusters Score -1209693 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1209852.125000 Penalty: 4734.190430
	Iteration 13Q: 3 clusters Score -1209852 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1209998.875000 Penalty: 4734.190430
	Iteration 14Q: 3 clusters Score -1209999 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1210146.500000 Penalty: 4734.190430
	Iteration 15Q: 3 clusters Score -1210146 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1210254.000000 Penalty: 4734.190430
	Iteration 16Q: 3 clusters Score -1210254 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1210334.750000 Penalty: 4734.190430
	Iteration 17Q: 3 clusters Score -1210335 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1210384.250000 Penalty: 4734.190430
	Iteration 18Q: 3 clusters Score -1210384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1210427.125000 Penalty: 4734.190430
	Iteration 19Q: 3 clusters Score -1210427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1210455.875000 Penalty: 4734.190430
	Iteration 20F: 3 clusters Score -1210456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1210481.875000 Penalty: 4734.190430
	Iteration 21Q: 3 clusters Score -1210482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1210501.250000 Penalty: 4734.190430
	Iteration 22Q: 3 clusters Score -1210501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1210516.000000 Penalty: 4734.190430
	Iteration 23Q: 3 clusters Score -1210516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1210535.125000 Penalty: 4734.190430
	Iteration 24Q: 3 clusters Score -1210535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1210545.250000 Penalty: 4734.190430
	Iteration 25Q: 3 clusters Score -1210545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1210554.875000 Penalty: 4734.190430
	Iteration 26Q: 3 clusters Score -1210555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1210566.250000 Penalty: 4734.190430
	Iteration 27Q: 3 clusters Score -1210566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1210576.125000 Penalty: 4734.190430
	Iteration 28Q: 3 clusters Score -1210576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1210584.125000 Penalty: 4734.190430
	Iteration 29Q: 3 clusters Score -1210584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1210603.125000 Penalty: 4734.190430
	Iteration 30Q: 3 clusters Score -1210603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1210625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1210641 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1210656 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1210672 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1210682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1210689 nChanged 14
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Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1210692.000000 Penalty: 4734.190430
	Iteration 37Q: 3 clusters Score -1210692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1210696.625000 Penalty: 4734.190430
	Iteration 38Q: 3 clusters Score -1210697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1210700.750000 Penalty: 4734.190430
	Iteration 39Q: 3 clusters Score -1210701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1210704.750000 Penalty: 4734.190430
	Iteration 40F: 3 clusters Score -1210705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1210705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1210708 nChanged 8
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Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1210711 nChanged 12
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Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1210714 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1210720.000000 Penalty: 4734.190430
	Iteration 45Q: 3 clusters Score -1210720 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12550 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1210727.625000 Penalty: 4734.190430
	Iteration 47Q: 3 clusters Score -1210728 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1210732 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1210738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1210741 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1210743 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1210744 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1210747 nChanged 6
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Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1210750 nChanged 6
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1210753 nChanged 3
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Mstep: Class 1 contains 12522 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1210753 nChanged 1
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1210753 nChanged 2
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Mstep: Class 1 contains 12519 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1210753 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12514 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1210756 nChanged 5
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Mstep: Class 1 contains 12509 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1210757 nChanged 8
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Mstep: Class 1 contains 12507 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1210759 nChanged 7
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1210762 nChanged 7
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1210763 nChanged 3
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1210764 nChanged 3
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1210766 nChanged 5
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	Iteration 66Q: 3 clusters Score -1210765 nChanged 4
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1210770 nChanged 7
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1210773 nChanged 9
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Mstep: Class 1 contains 12492 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1210773 nChanged 6
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Mstep: Class 1 contains 12486 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1210775 nChanged 3
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Mstep: Class 1 contains 12483 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1210778 nChanged 4
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Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1210777 nChanged 1
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Mstep: Class 1 contains 12478 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1210775 nChanged 2
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Mstep: Class 1 contains 12476 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1210776 nChanged 2
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Mstep: Class 1 contains 12474 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1210776 nChanged 5
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Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1500 members 
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	Iteration 76Q: 3 clusters Score -1210780 nChanged 6
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Mstep: Class 1 contains 12471 members 
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	Iteration 77Q: 3 clusters Score -1210782 nChanged 5
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Mstep: Class 1 contains 12468 members 
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	Iteration 78Q: 3 clusters Score -1210782 nChanged 10
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Mstep: Class 1 contains 12460 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1210786 nChanged 8
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Mstep: Class 1 contains 12452 members 
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	Iteration 80F: 3 clusters Score -1210790 nChanged 14
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Mstep: Class 1 contains 12444 members 
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	Iteration 81Q: 3 clusters Score -1210793 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1537 members 
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	Iteration 82Q: 3 clusters Score -1210794 nChanged 17
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Mstep: Class 1 contains 12427 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1210806 nChanged 21
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Mstep: Class 1 contains 12430 members 
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	Iteration 84Q: 3 clusters Score -1210810 nChanged 16
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Mstep: Class 1 contains 12422 members 
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	Iteration 85Q: 3 clusters Score -1210812 nChanged 9
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Mstep: Class 1 contains 12419 members 
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Score: -1210821.625000 Penalty: 4734.190430
	Iteration 86Q: 3 clusters Score -1210822 nChanged 14
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	Iteration 87Q: 3 clusters Score -1210824 nChanged 10
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Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1566 members 
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	Iteration 88Q: 3 clusters Score -1210828 nChanged 9
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Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1569 members 
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	Iteration 89Q: 3 clusters Score -1210828 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1210834 nChanged 8
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Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1210836 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1210838 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1210840.000000 Penalty: 4734.190430
	Iteration 93Q: 3 clusters Score -1210840 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1210838 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1210842 nChanged 12
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Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1210847 nChanged 10
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Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1210852 nChanged 16
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Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1210856 nChanged 16
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Mstep: Class 1 contains 12341 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1210860 nChanged 14
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Mstep: Class 1 contains 12335 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1210866 nChanged 15
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Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1210874 nChanged 17
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Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1210874 nChanged 20
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Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1210884 nChanged 24
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1210892 nChanged 26
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Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1210900 nChanged 28
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Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1210913 nChanged 27
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Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1210921 nChanged 25
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1210928 nChanged 20
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Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1210936 nChanged 14
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1210938 nChanged 13
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Mstep: Class 1 contains 12290 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1210944 nChanged 6
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1210944 nChanged 5
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Mstep: Class 2 contains 1686 members 
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	Iteration 113Q: 3 clusters Score -1210947 nChanged 6
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	Iteration 114Q: 3 clusters Score -1210951 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
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Entering Unmasked Estep 
Score: -1210953.250000 Penalty: 4734.190430
	Iteration 115Q: 3 clusters Score -1210953 nChanged 8
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1210955 nChanged 10
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1210959 nChanged 4
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1210958 nChanged 1
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Mstep: Class 1 contains 12275 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1210956 nChanged 2
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Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1210958 nChanged 3
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Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1210956 nChanged 3
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Mstep: Class 1 contains 12273 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1210958 nChanged 1
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Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1210958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1210960.000000 Penalty: 4734.190430
	Iteration 124Q: 3 clusters Score -1210960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1210961.875000 Penalty: 4734.190430
	Iteration 125Q: 3 clusters Score -1210962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1210964.250000 Penalty: 4734.190430
	Iteration 126Q: 3 clusters Score -1210964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1210964.500000 Penalty: 4734.190430
	Iteration 127Q: 3 clusters Score -1210964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1210966.125000 Penalty: 4734.190430
	Iteration 128Q: 3 clusters Score -1210966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1210966.375000 Penalty: 4734.190430
	Iteration 129Q: 3 clusters Score -1210966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1210965.125000 Penalty: 4734.190430
	Iteration 130Q: 3 clusters Score -1210965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1210966.125000 Penalty: 4734.190430
	Iteration 131Q: 3 clusters Score -1210966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1210966.250000 Penalty: 4734.190430
	Iteration 132Q: 3 clusters Score -1210966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1210966.500000 Penalty: 4734.190430
	Iteration 133Q: 3 clusters Score -1210966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1210966.250000 Penalty: 4734.190430
	Iteration 134Q: 3 clusters Score -1210966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1210967.625000 Penalty: 4734.190430
	Iteration 135Q: 3 clusters Score -1210968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1210967.750000 Penalty: 4734.190430
	Iteration 136Q: 3 clusters Score -1210968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1210968.375000 Penalty: 4734.190430
	Iteration 137Q: 3 clusters Score -1210968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1210968.000000 Penalty: 4734.190430
	Iteration 138Q: 3 clusters Score -1210968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1210968.000000 Penalty: 4734.190430
	Iteration 139F: 3 clusters Score -1210968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438542 members 
Entering Unmasked Estep 
Score: -40294136.000000 Penalty: 3221.820312
	Iteration 0F: 2 clusters Score -4.029414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219343 members 
Mstep: Class 2 contains 219199 members 
Entering Unmasked Estep 
Score: -39998964.000000 Penalty: 6443.640625
	Iteration 0F: 3 clusters Score -3.999896e+07 nChanged 213428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221369 members 
Mstep: Class 2 contains 217173 members 
Entering Unmasked Estep 
Score: -40126468.000000 Penalty: 6443.640625
	Iteration 1F: 3 clusters Score -4.012647e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224396 members 
Mstep: Class 2 contains 214146 members 
Entering Unmasked Estep 
Score: -40128820.000000 Penalty: 6443.640625
	Iteration 2Q: 3 clusters Score -4.012882e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229677 members 
Mstep: Class 2 contains 208865 members 
Entering Unmasked Estep 
Score: -40132560.000000 Penalty: 6443.640625
	Iteration 3Q: 3 clusters Score -4.013256e+07 nChanged 17661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238576 members 
Mstep: Class 2 contains 199966 members 
Entering Unmasked Estep 
Score: -40139160.000000 Penalty: 6443.640625
	Iteration 4Q: 3 clusters Score -4.013916e+07 nChanged 23485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252393 members 
Mstep: Class 2 contains 186149 members 
Entering Unmasked Estep 
Score: -40150864.000000 Penalty: 6443.640625
	Iteration 5F: 3 clusters Score -4.015086e+07 nChanged 29136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270953 members 
Mstep: Class 2 contains 167589 members 
Entering Unmasked Estep 
Score: -40167996.000000 Penalty: 6443.640625
	Iteration 6F: 3 clusters Score -4.0168e+07 nChanged 32022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292629 members 
Mstep: Class 2 contains 145913 members 
Entering Unmasked Estep 
Score: -40187648.000000 Penalty: 6443.640625
	Iteration 7F: 3 clusters Score -4.018765e+07 nChanged 30618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314829 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -40206700.000000 Penalty: 6443.640625
	Iteration 8F: 3 clusters Score -4.02067e+07 nChanged 26254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335871 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -40222232.000000 Penalty: 6443.640625
	Iteration 9F: 3 clusters Score -4.022223e+07 nChanged 21500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355155 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -40234332.000000 Penalty: 6443.640625
	Iteration 10Q: 3 clusters Score -4.023433e+07 nChanged 18506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373135 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -40245528.000000 Penalty: 6443.640625
	Iteration 11Q: 3 clusters Score -4.024553e+07 nChanged 16566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389635 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -40256648.000000 Penalty: 6443.640625
	Iteration 12Q: 3 clusters Score -4.025665e+07 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404144 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -40267156.000000 Penalty: 6443.640625
	Iteration 13Q: 3 clusters Score -4.026716e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415696 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -40275952.000000 Penalty: 6443.640625
	Iteration 14Q: 3 clusters Score -4.027595e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423895 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -40281820.000000 Penalty: 6443.640625
	Iteration 15Q: 3 clusters Score -4.028182e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429200 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -40285552.000000 Penalty: 6443.640625
	Iteration 16Q: 3 clusters Score -4.028555e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432453 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -40287920.000000 Penalty: 6443.640625
	Iteration 17Q: 3 clusters Score -4.028792e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434417 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -40289264.000000 Penalty: 6443.640625
	Iteration 18Q: 3 clusters Score -4.028926e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435550 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -40289952.000000 Penalty: 6443.640625
	Iteration 19Q: 3 clusters Score -4.028995e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436236 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -40290564.000000 Penalty: 6443.640625
	Iteration 20F: 3 clusters Score -4.029056e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436637 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -40290896.000000 Penalty: 6443.640625
	Iteration 21Q: 3 clusters Score -4.02909e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436883 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -40291120.000000 Penalty: 6443.640625
	Iteration 22Q: 3 clusters Score -4.029112e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437030 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -40291224.000000 Penalty: 6443.640625
	Iteration 23Q: 3 clusters Score -4.029122e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437123 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -40291272.000000 Penalty: 6443.640625
	Iteration 24Q: 3 clusters Score -4.029127e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437191 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -40291340.000000 Penalty: 6443.640625
	Iteration 25Q: 3 clusters Score -4.029134e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437236 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -40291360.000000 Penalty: 6443.640625
	Iteration 26Q: 3 clusters Score -4.029136e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437265 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -40291400.000000 Penalty: 6443.640625
	Iteration 27Q: 3 clusters Score -4.02914e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437292 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -40291480.000000 Penalty: 6443.640625
	Iteration 28Q: 3 clusters Score -4.029148e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437301 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -40291504.000000 Penalty: 6443.640625
	Iteration 29Q: 3 clusters Score -4.02915e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437296 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -40291516.000000 Penalty: 6443.640625
	Iteration 30Q: 3 clusters Score -4.029152e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437298 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -40291560.000000 Penalty: 6443.640625
	Iteration 31Q: 3 clusters Score -4.029156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437308 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -40291636.000000 Penalty: 6443.640625
	Iteration 32Q: 3 clusters Score -4.029164e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437316 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -40291664.000000 Penalty: 6443.640625
	Iteration 33Q: 3 clusters Score -4.029166e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437313 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -40291688.000000 Penalty: 6443.640625
	Iteration 34Q: 3 clusters Score -4.029169e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437319 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -40291712.000000 Penalty: 6443.640625
	Iteration 35Q: 3 clusters Score -4.029171e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437317 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -40291764.000000 Penalty: 6443.640625
	Iteration 36Q: 3 clusters Score -4.029176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437319 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -40291772.000000 Penalty: 6443.640625
	Iteration 37Q: 3 clusters Score -4.029177e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437314 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -40291776.000000 Penalty: 6443.640625
	Iteration 38Q: 3 clusters Score -4.029178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437301 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -40291792.000000 Penalty: 6443.640625
	Iteration 39Q: 3 clusters Score -4.029179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437289 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -40291776.000000 Penalty: 6443.640625
	Iteration 40F: 3 clusters Score -4.029178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437283 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -40291796.000000 Penalty: 6443.640625
	Iteration 41Q: 3 clusters Score -4.02918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437281 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -40291788.000000 Penalty: 6443.640625
	Iteration 42Q: 3 clusters Score -4.029179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437282 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -40291828.000000 Penalty: 6443.640625
	Iteration 43Q: 3 clusters Score -4.029183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437284 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -40291836.000000 Penalty: 6443.640625
	Iteration 44Q: 3 clusters Score -4.029184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437283 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -40291876.000000 Penalty: 6443.640625
	Iteration 45Q: 3 clusters Score -4.029188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437287 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -40291876.000000 Penalty: 6443.640625
	Iteration 46Q: 3 clusters Score -4.029188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437285 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -40291848.000000 Penalty: 6443.640625
	Iteration 47Q: 3 clusters Score -4.029185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437284 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -40291856.000000 Penalty: 6443.640625
	Iteration 48Q: 3 clusters Score -4.029186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437280 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -40291900.000000 Penalty: 6443.640625
	Iteration 49Q: 3 clusters Score -4.02919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437285 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -40291908.000000 Penalty: 6443.640625
	Iteration 50Q: 3 clusters Score -4.029191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437285 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -40291976.000000 Penalty: 6443.640625
	Iteration 51Q: 3 clusters Score -4.029198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437282 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -40291968.000000 Penalty: 6443.640625
	Iteration 52Q: 3 clusters Score -4.029197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437279 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -40291968.000000 Penalty: 6443.640625
	Iteration 53Q: 3 clusters Score -4.029197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437278 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -40291984.000000 Penalty: 6443.640625
	Iteration 54Q: 3 clusters Score -4.029198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437275 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -40291988.000000 Penalty: 6443.640625
	Iteration 55Q: 3 clusters Score -4.029199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437270 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -40291984.000000 Penalty: 6443.640625
	Iteration 56Q: 3 clusters Score -4.029198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437268 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -40291972.000000 Penalty: 6443.640625
	Iteration 57Q: 3 clusters Score -4.029197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437264 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -40291996.000000 Penalty: 6443.640625
	Iteration 58Q: 3 clusters Score -4.0292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437265 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -40292000.000000 Penalty: 6443.640625
	Iteration 59Q: 3 clusters Score -4.0292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437260 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -40291964.000000 Penalty: 6443.640625
	Iteration 60F: 3 clusters Score -4.029196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437257 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -40291968.000000 Penalty: 6443.640625
	Iteration 61Q: 3 clusters Score -4.029197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437256 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -40291964.000000 Penalty: 6443.640625
	Iteration 62Q: 3 clusters Score -4.029196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437255 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -40291976.000000 Penalty: 6443.640625
	Iteration 63Q: 3 clusters Score -4.029198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437255 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -40291988.000000 Penalty: 6443.640625
	Iteration 64Q: 3 clusters Score -4.029199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437254 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -40291984.000000 Penalty: 6443.640625
	Iteration 65Q: 3 clusters Score -4.029198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437254 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -40291984.000000 Penalty: 6443.640625
	Iteration 66F: 3 clusters Score -4.029198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Entering Unmasked Estep 
Score: -651637.000000 Penalty: 2198.001221
	Iteration 0F: 2 clusters Score -651637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -645770.812500 Penalty: 4396.002441
	Iteration 0F: 3 clusters Score -645770.8 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -647243.062500 Penalty: 4396.002441
	Iteration 1F: 3 clusters Score -647243.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -647489.812500 Penalty: 4396.002441
	Iteration 2F: 3 clusters Score -647489.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -647662.687500 Penalty: 4396.002441
	Iteration 3F: 3 clusters Score -647662.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -647814.125000 Penalty: 4396.002441
	Iteration 4Q: 3 clusters Score -647814.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -647964.187500 Penalty: 4396.002441
	Iteration 5Q: 3 clusters Score -647964.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -648147.312500 Penalty: 4396.002441
	Iteration 6Q: 3 clusters Score -648147.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -648376.125000 Penalty: 4396.002441
	Iteration 7Q: 3 clusters Score -648376.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -648595.062500 Penalty: 4396.002441
	Iteration 8Q: 3 clusters Score -648595.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -648837.437500 Penalty: 4396.002441
	Iteration 9Q: 3 clusters Score -648837.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -649084.937500 Penalty: 4396.002441
	Iteration 10Q: 3 clusters Score -649084.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -649266.125000 Penalty: 4396.002441
	Iteration 11Q: 3 clusters Score -649266.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -649395.937500 Penalty: 4396.002441
	Iteration 12Q: 3 clusters Score -649395.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -649494.062500 Penalty: 4396.002441
	Iteration 13Q: 3 clusters Score -649494.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -649566.000000 Penalty: 4396.002441
	Iteration 14Q: 3 clusters Score -649566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -649616.312500 Penalty: 4396.002441
	Iteration 15Q: 3 clusters Score -649616.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -649646.250000 Penalty: 4396.002441
	Iteration 16Q: 3 clusters Score -649646.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -649668.750000 Penalty: 4396.002441
	Iteration 17Q: 3 clusters Score -649668.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -649686.250000 Penalty: 4396.002441
	Iteration 18Q: 3 clusters Score -649686.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -649698.437500 Penalty: 4396.002441
	Iteration 19Q: 3 clusters Score -649698.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -649712.375000 Penalty: 4396.002441
	Iteration 20F: 3 clusters Score -649712.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -649721.187500 Penalty: 4396.002441
	Iteration 21Q: 3 clusters Score -649721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -649727.000000 Penalty: 4396.002441
	Iteration 22Q: 3 clusters Score -649727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -649732.062500 Penalty: 4396.002441
	Iteration 23Q: 3 clusters Score -649732.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -649735.562500 Penalty: 4396.002441
	Iteration 24Q: 3 clusters Score -649735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -649739.187500 Penalty: 4396.002441
	Iteration 25Q: 3 clusters Score -649739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -649745.437500 Penalty: 4396.002441
	Iteration 26Q: 3 clusters Score -649745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -649746.562500 Penalty: 4396.002441
	Iteration 27Q: 3 clusters Score -649746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -649749.437500 Penalty: 4396.002441
	Iteration 28Q: 3 clusters Score -649749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -649751.625000 Penalty: 4396.002441
	Iteration 29Q: 3 clusters Score -649751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -649753.875000 Penalty: 4396.002441
	Iteration 30Q: 3 clusters Score -649753.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -649758.437500 Penalty: 4396.002441
	Iteration 31Q: 3 clusters Score -649758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -649760.125000 Penalty: 4396.002441
	Iteration 32Q: 3 clusters Score -649760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -649761.125000 Penalty: 4396.002441
	Iteration 33Q: 3 clusters Score -649761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -649761.125000 Penalty: 4396.002441
	Iteration 34F: 3 clusters Score -649761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Entering Unmasked Estep 
Score: -1417485.250000 Penalty: 2412.913818
	Iteration 0F: 2 clusters Score -1417485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1405494.625000 Penalty: 4825.827637
	Iteration 0F: 3 clusters Score -1405495 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1409407.750000 Penalty: 4825.827637
	Iteration 1F: 3 clusters Score -1409408 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1409774.500000 Penalty: 4825.827637
	Iteration 2F: 3 clusters Score -1409774 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1410093.750000 Penalty: 4825.827637
	Iteration 3Q: 3 clusters Score -1410094 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1410395.125000 Penalty: 4825.827637
	Iteration 4Q: 3 clusters Score -1410395 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1410690.500000 Penalty: 4825.827637
	Iteration 5Q: 3 clusters Score -1410690 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1411011.250000 Penalty: 4825.827637
	Iteration 6Q: 3 clusters Score -1411011 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1411357.750000 Penalty: 4825.827637
	Iteration 7Q: 3 clusters Score -1411358 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1411718.125000 Penalty: 4825.827637
	Iteration 8Q: 3 clusters Score -1411718 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1412090.125000 Penalty: 4825.827637
	Iteration 9Q: 3 clusters Score -1412090 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1412489.375000 Penalty: 4825.827637
	Iteration 10Q: 3 clusters Score -1412489 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1412871.250000 Penalty: 4825.827637
	Iteration 11Q: 3 clusters Score -1412871 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1413244.375000 Penalty: 4825.827637
	Iteration 12Q: 3 clusters Score -1413244 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1413586.750000 Penalty: 4825.827637
	Iteration 13Q: 3 clusters Score -1413587 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1413873.500000 Penalty: 4825.827637
	Iteration 14Q: 3 clusters Score -1413874 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1414106.250000 Penalty: 4825.827637
	Iteration 15Q: 3 clusters Score -1414106 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1414296.000000 Penalty: 4825.827637
	Iteration 16Q: 3 clusters Score -1414296 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1414461.000000 Penalty: 4825.827637
	Iteration 17Q: 3 clusters Score -1414461 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1414612.875000 Penalty: 4825.827637
	Iteration 18Q: 3 clusters Score -1414613 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1414717.125000 Penalty: 4825.827637
	Iteration 19Q: 3 clusters Score -1414717 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1414818.875000 Penalty: 4825.827637
	Iteration 20F: 3 clusters Score -1414819 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1414901.250000 Penalty: 4825.827637
	Iteration 21Q: 3 clusters Score -1414901 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1414963.875000 Penalty: 4825.827637
	Iteration 22Q: 3 clusters Score -1414964 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1415004.125000 Penalty: 4825.827637
	Iteration 23Q: 3 clusters Score -1415004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1415045.500000 Penalty: 4825.827637
	Iteration 24Q: 3 clusters Score -1415046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1415082.000000 Penalty: 4825.827637
	Iteration 25Q: 3 clusters Score -1415082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1415105.250000 Penalty: 4825.827637
	Iteration 26Q: 3 clusters Score -1415105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1415143.625000 Penalty: 4825.827637
	Iteration 27Q: 3 clusters Score -1415144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1415170.625000 Penalty: 4825.827637
	Iteration 28Q: 3 clusters Score -1415171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1415196.875000 Penalty: 4825.827637
	Iteration 29Q: 3 clusters Score -1415197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1415228.500000 Penalty: 4825.827637
	Iteration 30Q: 3 clusters Score -1415228 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1415255.625000 Penalty: 4825.827637
	Iteration 31Q: 3 clusters Score -1415256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1415280.125000 Penalty: 4825.827637
	Iteration 32Q: 3 clusters Score -1415280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1415300.000000 Penalty: 4825.827637
	Iteration 33Q: 3 clusters Score -1415300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1415325.750000 Penalty: 4825.827637
	Iteration 34Q: 3 clusters Score -1415326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1415348.125000 Penalty: 4825.827637
	Iteration 35Q: 3 clusters Score -1415348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1415371.250000 Penalty: 4825.827637
	Iteration 36Q: 3 clusters Score -1415371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1415390.875000 Penalty: 4825.827637
	Iteration 37Q: 3 clusters Score -1415391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1415412.125000 Penalty: 4825.827637
	Iteration 38Q: 3 clusters Score -1415412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1415421.375000 Penalty: 4825.827637
	Iteration 39Q: 3 clusters Score -1415421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1415433.250000 Penalty: 4825.827637
	Iteration 40F: 3 clusters Score -1415433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1415440.500000 Penalty: 4825.827637
	Iteration 41Q: 3 clusters Score -1415440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1415452.125000 Penalty: 4825.827637
	Iteration 42Q: 3 clusters Score -1415452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1415460.625000 Penalty: 4825.827637
	Iteration 43Q: 3 clusters Score -1415461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1415466.375000 Penalty: 4825.827637
	Iteration 44Q: 3 clusters Score -1415466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1415477.500000 Penalty: 4825.827637
	Iteration 45Q: 3 clusters Score -1415478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1415482.625000 Penalty: 4825.827637
	Iteration 46Q: 3 clusters Score -1415483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1415485.500000 Penalty: 4825.827637
	Iteration 47Q: 3 clusters Score -1415486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1415489.250000 Penalty: 4825.827637
	Iteration 48Q: 3 clusters Score -1415489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1415494.125000 Penalty: 4825.827637
	Iteration 49Q: 3 clusters Score -1415494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1415497.750000 Penalty: 4825.827637
	Iteration 50Q: 3 clusters Score -1415498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1415500.875000 Penalty: 4825.827637
	Iteration 51Q: 3 clusters Score -1415501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1415503.500000 Penalty: 4825.827637
	Iteration 52Q: 3 clusters Score -1415504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1415507.750000 Penalty: 4825.827637
	Iteration 53Q: 3 clusters Score -1415508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1415512.125000 Penalty: 4825.827637
	Iteration 54Q: 3 clusters Score -1415512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1415517.000000 Penalty: 4825.827637
	Iteration 55Q: 3 clusters Score -1415517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1415523.250000 Penalty: 4825.827637
	Iteration 56Q: 3 clusters Score -1415523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1415525.375000 Penalty: 4825.827637
	Iteration 57Q: 3 clusters Score -1415525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1415527.875000 Penalty: 4825.827637
	Iteration 58Q: 3 clusters Score -1415528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1415532.875000 Penalty: 4825.827637
	Iteration 59Q: 3 clusters Score -1415533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1415538.500000 Penalty: 4825.827637
	Iteration 60F: 3 clusters Score -1415538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1415540.625000 Penalty: 4825.827637
	Iteration 61Q: 3 clusters Score -1415541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1415545.375000 Penalty: 4825.827637
	Iteration 62Q: 3 clusters Score -1415545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1415544.875000 Penalty: 4825.827637
	Iteration 63Q: 3 clusters Score -1415545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1415544.750000 Penalty: 4825.827637
	Iteration 64Q: 3 clusters Score -1415545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1415544.625000 Penalty: 4825.827637
	Iteration 65Q: 3 clusters Score -1415545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1415546.625000 Penalty: 4825.827637
	Iteration 66Q: 3 clusters Score -1415547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1415543.750000 Penalty: 4825.827637
	Iteration 67Q: 3 clusters Score -1415544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1415547.125000 Penalty: 4825.827637
	Iteration 68Q: 3 clusters Score -1415547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1415547.125000 Penalty: 4825.827637
	Iteration 69F: 3 clusters Score -1415547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Entering Unmasked Estep 
Score: -1368192.250000 Penalty: 2394.875244
	Iteration 0F: 2 clusters Score -1368192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1356902.125000 Penalty: 4789.750488
	Iteration 0F: 3 clusters Score -1356902 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1360567.375000 Penalty: 4789.750488
	Iteration 1F: 3 clusters Score -1360567 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1361012.500000 Penalty: 4789.750488
	Iteration 2F: 3 clusters Score -1361012 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1361396.125000 Penalty: 4789.750488
	Iteration 3F: 3 clusters Score -1361396 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1361730.875000 Penalty: 4789.750488
	Iteration 4Q: 3 clusters Score -1361731 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1362143.750000 Penalty: 4789.750488
	Iteration 5Q: 3 clusters Score -1362144 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1362689.750000 Penalty: 4789.750488
	Iteration 6F: 3 clusters Score -1362690 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1363275.250000 Penalty: 4789.750488
	Iteration 7F: 3 clusters Score -1363275 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1363860.375000 Penalty: 4789.750488
	Iteration 8F: 3 clusters Score -1363860 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1364418.375000 Penalty: 4789.750488
	Iteration 9Q: 3 clusters Score -1364418 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1364858.250000 Penalty: 4789.750488
	Iteration 10Q: 3 clusters Score -1364858 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1365157.125000 Penalty: 4789.750488
	Iteration 11Q: 3 clusters Score -1365157 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1365379.875000 Penalty: 4789.750488
	Iteration 12Q: 3 clusters Score -1365380 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1365536.125000 Penalty: 4789.750488
	Iteration 13Q: 3 clusters Score -1365536 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1365633.375000 Penalty: 4789.750488
	Iteration 14Q: 3 clusters Score -1365633 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1365686.625000 Penalty: 4789.750488
	Iteration 15Q: 3 clusters Score -1365687 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1365729.375000 Penalty: 4789.750488
	Iteration 16Q: 3 clusters Score -1365729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1365766.375000 Penalty: 4789.750488
	Iteration 17Q: 3 clusters Score -1365766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1365793.500000 Penalty: 4789.750488
	Iteration 18Q: 3 clusters Score -1365794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1365819.750000 Penalty: 4789.750488
	Iteration 19Q: 3 clusters Score -1365820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1365840.250000 Penalty: 4789.750488
	Iteration 20F: 3 clusters Score -1365840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1365850.750000 Penalty: 4789.750488
	Iteration 21Q: 3 clusters Score -1365851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1365864.125000 Penalty: 4789.750488
	Iteration 22Q: 3 clusters Score -1365864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1365877.375000 Penalty: 4789.750488
	Iteration 23Q: 3 clusters Score -1365877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1365884.250000 Penalty: 4789.750488
	Iteration 24Q: 3 clusters Score -1365884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1365888.875000 Penalty: 4789.750488
	Iteration 25Q: 3 clusters Score -1365889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1365893.375000 Penalty: 4789.750488
	Iteration 26Q: 3 clusters Score -1365893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1365915.000000 Penalty: 4789.750488
	Iteration 27Q: 3 clusters Score -1365915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1365923.750000 Penalty: 4789.750488
	Iteration 28Q: 3 clusters Score -1365924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1365934.125000 Penalty: 4789.750488
	Iteration 29Q: 3 clusters Score -1365934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1365947.000000 Penalty: 4789.750488
	Iteration 30Q: 3 clusters Score -1365947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1365958.375000 Penalty: 4789.750488
	Iteration 31Q: 3 clusters Score -1365958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1365975.375000 Penalty: 4789.750488
	Iteration 32Q: 3 clusters Score -1365975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1365986.000000 Penalty: 4789.750488
	Iteration 33Q: 3 clusters Score -1365986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1365999.625000 Penalty: 4789.750488
	Iteration 34Q: 3 clusters Score -1366000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1366014.125000 Penalty: 4789.750488
	Iteration 35Q: 3 clusters Score -1366014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1366023.625000 Penalty: 4789.750488
	Iteration 36Q: 3 clusters Score -1366024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1366039.125000 Penalty: 4789.750488
	Iteration 37Q: 3 clusters Score -1366039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1366047.125000 Penalty: 4789.750488
	Iteration 38Q: 3 clusters Score -1366047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1366064.000000 Penalty: 4789.750488
	Iteration 39Q: 3 clusters Score -1366064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1366072.375000 Penalty: 4789.750488
	Iteration 40F: 3 clusters Score -1366072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1366088.250000 Penalty: 4789.750488
	Iteration 41Q: 3 clusters Score -1366088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1366091.875000 Penalty: 4789.750488
	Iteration 42Q: 3 clusters Score -1366092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1366100.875000 Penalty: 4789.750488
	Iteration 43Q: 3 clusters Score -1366101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1366106.875000 Penalty: 4789.750488
	Iteration 44Q: 3 clusters Score -1366107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1366108.500000 Penalty: 4789.750488
	Iteration 45Q: 3 clusters Score -1366108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1366111.500000 Penalty: 4789.750488
	Iteration 46Q: 3 clusters Score -1366112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1366113.375000 Penalty: 4789.750488
	Iteration 47Q: 3 clusters Score -1366113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1366116.000000 Penalty: 4789.750488
	Iteration 48Q: 3 clusters Score -1366116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1366115.250000 Penalty: 4789.750488
	Iteration 49Q: 3 clusters Score -1366115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1366115.250000 Penalty: 4789.750488
	Iteration 50F: 3 clusters Score -1366115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -413830.750000 Penalty: 2098.181885
	Iteration 0F: 2 clusters Score -413830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -409492.781250 Penalty: 4196.363770
	Iteration 0F: 3 clusters Score -409492.8 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -410501.593750 Penalty: 4196.363770
	Iteration 1F: 3 clusters Score -410501.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -410661.375000 Penalty: 4196.363770
	Iteration 2F: 3 clusters Score -410661.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -410756.968750 Penalty: 4196.363770
	Iteration 3Q: 3 clusters Score -410757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -410838.000000 Penalty: 4196.363770
	Iteration 4Q: 3 clusters Score -410838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -410902.218750 Penalty: 4196.363770
	Iteration 5Q: 3 clusters Score -410902.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -410961.000000 Penalty: 4196.363770
	Iteration 6Q: 3 clusters Score -410961 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -411014.500000 Penalty: 4196.363770
	Iteration 7Q: 3 clusters Score -411014.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -411069.000000 Penalty: 4196.363770
	Iteration 8Q: 3 clusters Score -411069 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -411122.781250 Penalty: 4196.363770
	Iteration 9Q: 3 clusters Score -411122.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -411175.218750 Penalty: 4196.363770
	Iteration 10Q: 3 clusters Score -411175.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -411244.531250 Penalty: 4196.363770
	Iteration 11Q: 3 clusters Score -411244.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -411335.531250 Penalty: 4196.363770
	Iteration 12Q: 3 clusters Score -411335.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -411430.968750 Penalty: 4196.363770
	Iteration 13Q: 3 clusters Score -411431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -411517.437500 Penalty: 4196.363770
	Iteration 14Q: 3 clusters Score -411517.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -411584.031250 Penalty: 4196.363770
	Iteration 15Q: 3 clusters Score -411584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -411639.281250 Penalty: 4196.363770
	Iteration 16Q: 3 clusters Score -411639.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -411693.000000 Penalty: 4196.363770
	Iteration 17Q: 3 clusters Score -411693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -411741.968750 Penalty: 4196.363770
	Iteration 18Q: 3 clusters Score -411742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -411781.000000 Penalty: 4196.363770
	Iteration 19Q: 3 clusters Score -411781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -411807.843750 Penalty: 4196.363770
	Iteration 20F: 3 clusters Score -411807.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -411843.375000 Penalty: 4196.363770
	Iteration 21Q: 3 clusters Score -411843.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -411877.781250 Penalty: 4196.363770
	Iteration 22Q: 3 clusters Score -411877.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -411916.343750 Penalty: 4196.363770
	Iteration 23Q: 3 clusters Score -411916.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -411947.937500 Penalty: 4196.363770
	Iteration 24Q: 3 clusters Score -411947.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -411964.593750 Penalty: 4196.363770
	Iteration 25Q: 3 clusters Score -411964.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -411984.531250 Penalty: 4196.363770
	Iteration 26Q: 3 clusters Score -411984.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -412001.500000 Penalty: 4196.363770
	Iteration 27Q: 3 clusters Score -412001.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -412009.937500 Penalty: 4196.363770
	Iteration 28Q: 3 clusters Score -412009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -412015.906250 Penalty: 4196.363770
	Iteration 29Q: 3 clusters Score -412015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -412020.500000 Penalty: 4196.363770
	Iteration 30Q: 3 clusters Score -412020.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -412030.031250 Penalty: 4196.363770
	Iteration 31Q: 3 clusters Score -412030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -412038.656250 Penalty: 4196.363770
	Iteration 32Q: 3 clusters Score -412038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -412047.312500 Penalty: 4196.363770
	Iteration 33Q: 3 clusters Score -412047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -412052.343750 Penalty: 4196.363770
	Iteration 34Q: 3 clusters Score -412052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -412058.437500 Penalty: 4196.363770
	Iteration 35Q: 3 clusters Score -412058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -412064.031250 Penalty: 4196.363770
	Iteration 36Q: 3 clusters Score -412064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -412064.156250 Penalty: 4196.363770
	Iteration 37Q: 3 clusters Score -412064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -412064.156250 Penalty: 4196.363770
	Iteration 38F: 3 clusters Score -412064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (164616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164616 members 
Entering Unmasked Estep 
Score: -14739214.000000 Penalty: 2978.819824
	Iteration 0F: 2 clusters Score -1.473921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -14629383.000000 Penalty: 5957.639648
	Iteration 0F: 3 clusters Score -1.462938e+07 nChanged 78641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -14675226.000000 Penalty: 5957.639648
	Iteration 1F: 3 clusters Score -1.467523e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -14676162.000000 Penalty: 5957.639648
	Iteration 2Q: 3 clusters Score -1.467616e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -14677511.000000 Penalty: 5957.639648
	Iteration 3Q: 3 clusters Score -1.467751e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -14678782.000000 Penalty: 5957.639648
	Iteration 4Q: 3 clusters Score -1.467878e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -14680561.000000 Penalty: 5957.639648
	Iteration 5Q: 3 clusters Score -1.468056e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -14683257.000000 Penalty: 5957.639648
	Iteration 6Q: 3 clusters Score -1.468326e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -14687296.000000 Penalty: 5957.639648
	Iteration 7Q: 3 clusters Score -1.46873e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -14693105.000000 Penalty: 5957.639648
	Iteration 8F: 3 clusters Score -1.46931e+07 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -14700900.000000 Penalty: 5957.639648
	Iteration 9F: 3 clusters Score -1.47009e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131345 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -14709839.000000 Penalty: 5957.639648
	Iteration 10F: 3 clusters Score -1.470984e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140871 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -14718270.000000 Penalty: 5957.639648
	Iteration 11F: 3 clusters Score -1.471827e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148085 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -14724627.000000 Penalty: 5957.639648
	Iteration 12Q: 3 clusters Score -1.472463e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152982 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -14728617.000000 Penalty: 5957.639648
	Iteration 13Q: 3 clusters Score -1.472862e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -14731341.000000 Penalty: 5957.639648
	Iteration 14Q: 3 clusters Score -1.473134e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158540 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -14733120.000000 Penalty: 5957.639648
	Iteration 15Q: 3 clusters Score -1.473312e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -14734275.000000 Penalty: 5957.639648
	Iteration 16Q: 3 clusters Score -1.473428e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -14734972.000000 Penalty: 5957.639648
	Iteration 17Q: 3 clusters Score -1.473497e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161728 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -14735398.000000 Penalty: 5957.639648
	Iteration 18Q: 3 clusters Score -1.47354e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162230 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -14735695.000000 Penalty: 5957.639648
	Iteration 19Q: 3 clusters Score -1.47357e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162590 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -14735829.000000 Penalty: 5957.639648
	Iteration 20F: 3 clusters Score -1.473583e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162868 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14735995.000000 Penalty: 5957.639648
	Iteration 21Q: 3 clusters Score -1.4736e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163087 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14736125.000000 Penalty: 5957.639648
	Iteration 22Q: 3 clusters Score -1.473612e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -14736232.000000 Penalty: 5957.639648
	Iteration 23Q: 3 clusters Score -1.473623e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -14736283.000000 Penalty: 5957.639648
	Iteration 24Q: 3 clusters Score -1.473628e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14736318.000000 Penalty: 5957.639648
	Iteration 25Q: 3 clusters Score -1.473632e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163571 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14736400.000000 Penalty: 5957.639648
	Iteration 26Q: 3 clusters Score -1.47364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163627 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14736432.000000 Penalty: 5957.639648
	Iteration 27Q: 3 clusters Score -1.473643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163662 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14736460.000000 Penalty: 5957.639648
	Iteration 28Q: 3 clusters Score -1.473646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14736474.000000 Penalty: 5957.639648
	Iteration 29Q: 3 clusters Score -1.473647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14736474.000000 Penalty: 5957.639648
	Iteration 30Q: 3 clusters Score -1.473647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -14736517.000000 Penalty: 5957.639648
	Iteration 31Q: 3 clusters Score -1.473652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163763 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14736519.000000 Penalty: 5957.639648
	Iteration 32Q: 3 clusters Score -1.473652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14736527.000000 Penalty: 5957.639648
	Iteration 33Q: 3 clusters Score -1.473653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14736537.000000 Penalty: 5957.639648
	Iteration 34Q: 3 clusters Score -1.473654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -14736547.000000 Penalty: 5957.639648
	Iteration 35Q: 3 clusters Score -1.473655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -14736556.000000 Penalty: 5957.639648
	Iteration 36Q: 3 clusters Score -1.473656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163834 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14736554.000000 Penalty: 5957.639648
	Iteration 37Q: 3 clusters Score -1.473655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14736556.000000 Penalty: 5957.639648
	Iteration 38Q: 3 clusters Score -1.473656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14736558.000000 Penalty: 5957.639648
	Iteration 39Q: 3 clusters Score -1.473656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163857 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14736561.000000 Penalty: 5957.639648
	Iteration 40F: 3 clusters Score -1.473656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14736563.000000 Penalty: 5957.639648
	Iteration 41Q: 3 clusters Score -1.473656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14736568.000000 Penalty: 5957.639648
	Iteration 42Q: 3 clusters Score -1.473657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -14736569.000000 Penalty: 5957.639648
	Iteration 43Q: 3 clusters Score -1.473657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163870 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14736563.000000 Penalty: 5957.639648
	Iteration 44Q: 3 clusters Score -1.473656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -14736565.000000 Penalty: 5957.639648
	Iteration 45Q: 3 clusters Score -1.473656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14736556.000000 Penalty: 5957.639648
	Iteration 46Q: 3 clusters Score -1.473656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14736550.000000 Penalty: 5957.639648
	Iteration 47Q: 3 clusters Score -1.473655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163881 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14736563.000000 Penalty: 5957.639648
	Iteration 48Q: 3 clusters Score -1.473656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163881 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14736563.000000 Penalty: 5957.639648
	Iteration 49F: 3 clusters Score -1.473656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (132767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132767 members 
Entering Unmasked Estep 
Score: -12157006.000000 Penalty: 2925.495117
	Iteration 0F: 2 clusters Score -1.215701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -12068225.000000 Penalty: 5850.990234
	Iteration 0F: 3 clusters Score -1.206822e+07 nChanged 63130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -12104484.000000 Penalty: 5850.990234
	Iteration 1F: 3 clusters Score -1.210448e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -12105261.000000 Penalty: 5850.990234
	Iteration 2Q: 3 clusters Score -1.210526e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -12106548.000000 Penalty: 5850.990234
	Iteration 3Q: 3 clusters Score -1.210655e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -12108478.000000 Penalty: 5850.990234
	Iteration 4Q: 3 clusters Score -1.210848e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -12111844.000000 Penalty: 5850.990234
	Iteration 5F: 3 clusters Score -1.211184e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -12117830.000000 Penalty: 5850.990234
	Iteration 6F: 3 clusters Score -1.211783e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -12127527.000000 Penalty: 5850.990234
	Iteration 7F: 3 clusters Score -1.212753e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -12139053.000000 Penalty: 5850.990234
	Iteration 8F: 3 clusters Score -1.213905e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125668 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -12147816.000000 Penalty: 5850.990234
	Iteration 9F: 3 clusters Score -1.214782e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130102 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -12152127.000000 Penalty: 5850.990234
	Iteration 10Q: 3 clusters Score -1.215213e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12153505.000000 Penalty: 5850.990234
	Iteration 11Q: 3 clusters Score -1.21535e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132124 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12154013.000000 Penalty: 5850.990234
	Iteration 12Q: 3 clusters Score -1.215401e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132303 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12154178.000000 Penalty: 5850.990234
	Iteration 13Q: 3 clusters Score -1.215418e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132365 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12154283.000000 Penalty: 5850.990234
	Iteration 14Q: 3 clusters Score -1.215428e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12154316.000000 Penalty: 5850.990234
	Iteration 15Q: 3 clusters Score -1.215432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12154374.000000 Penalty: 5850.990234
	Iteration 16Q: 3 clusters Score -1.215437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12154402.000000 Penalty: 5850.990234
	Iteration 17Q: 3 clusters Score -1.21544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12154442.000000 Penalty: 5850.990234
	Iteration 18Q: 3 clusters Score -1.215444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12154441.000000 Penalty: 5850.990234
	Iteration 19Q: 3 clusters Score -1.215444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12154470.000000 Penalty: 5850.990234
	Iteration 20F: 3 clusters Score -1.215447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12154480.000000 Penalty: 5850.990234
	Iteration 21Q: 3 clusters Score -1.215448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12154484.000000 Penalty: 5850.990234
	Iteration 22Q: 3 clusters Score -1.215448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12154489.000000 Penalty: 5850.990234
	Iteration 23Q: 3 clusters Score -1.215449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132415 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12154492.000000 Penalty: 5850.990234
	Iteration 24Q: 3 clusters Score -1.215449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132417 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12154489.000000 Penalty: 5850.990234
	Iteration 25Q: 3 clusters Score -1.215449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132417 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12154496.000000 Penalty: 5850.990234
	Iteration 26Q: 3 clusters Score -1.21545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12154494.000000 Penalty: 5850.990234
	Iteration 27Q: 3 clusters Score -1.215449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12154507.000000 Penalty: 5850.990234
	Iteration 28Q: 3 clusters Score -1.215451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132418 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12154504.000000 Penalty: 5850.990234
	Iteration 29Q: 3 clusters Score -1.21545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132418 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12154504.000000 Penalty: 5850.990234
	Iteration 30F: 3 clusters Score -1.21545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -126835.546875 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126835.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -127350.796875 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127350.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -127693.125000 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127693.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -128117.171875 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -128117.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -128360.671875 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -128360.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -128531.265625 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -128531.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -128707.156250 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -128707.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -128883.281250 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -128883.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129036.742188 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -129036.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -129137.210938 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -129137.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -129216.429688 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -129216.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129426.960938 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -129427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129803.523438 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -129803.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -129991.710938 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -129991.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -130021.179688 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -130021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -130035.312500 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -130035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130041.171875 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -130041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -130044.867188 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -130044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130046.781250 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -130046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -130047.984375 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -130048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130048.625000 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -130048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -130049.976562 Penalty: 3656.882324
	Iteration 21Q: 3 clusters Score -130050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130051.023438 Penalty: 3656.882324
	Iteration 22Q: 3 clusters Score -130051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -130055.984375 Penalty: 3656.882324
	Iteration 23Q: 3 clusters Score -130056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -130061.343750 Penalty: 3656.882324
	Iteration 24Q: 3 clusters Score -130061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -130062.156250 Penalty: 3656.882324
	Iteration 25Q: 3 clusters Score -130062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -130062.156250 Penalty: 3656.882324
	Iteration 26F: 3 clusters Score -130062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 53023 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438542 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164616 members 
Mstep: Class 22 contains 132767 members 
Mstep: Class 23 contains 927 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97987 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 665 members 
Entering Unmasked Estep 
Score: -93620760.000000 Penalty: 99725.210938
Splitting cluster 23 changes total score from -93621808.000000 to -93620760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -27464.541016 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -27464.54 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 196 members 
Entering Unmasked Estep 
Score: -26118.416016 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -26118.42 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26267.384766 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -26267.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26335.310547 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -26335.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26350.822266 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -26350.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26351.623047 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -26351.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26351.623047 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -26351.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (97987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Entering Unmasked Estep 
Score: -9043049.000000 Penalty: 2850.162354
	Iteration 0F: 2 clusters Score -9043049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -8977584.000000 Penalty: 5700.324707
	Iteration 0F: 3 clusters Score -8977584 nChanged 46142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -9004077.000000 Penalty: 5700.324707
	Iteration 1F: 3 clusters Score -9004077 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -9005121.000000 Penalty: 5700.324707
	Iteration 2Q: 3 clusters Score -9005121 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -9006640.000000 Penalty: 5700.324707
	Iteration 3Q: 3 clusters Score -9006640 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -9009083.000000 Penalty: 5700.324707
	Iteration 4F: 3 clusters Score -9009083 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -9013086.000000 Penalty: 5700.324707
	Iteration 5F: 3 clusters Score -9013086 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -9018761.000000 Penalty: 5700.324707
	Iteration 6F: 3 clusters Score -9018761 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -9025146.000000 Penalty: 5700.324707
	Iteration 7F: 3 clusters Score -9025146 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -9030666.000000 Penalty: 5700.324707
	Iteration 8F: 3 clusters Score -9030666 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -9034492.000000 Penalty: 5700.324707
	Iteration 9Q: 3 clusters Score -9034492 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -9036762.000000 Penalty: 5700.324707
	Iteration 10Q: 3 clusters Score -9036762 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -9038256.000000 Penalty: 5700.324707
	Iteration 11Q: 3 clusters Score -9038256 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -9039168.000000 Penalty: 5700.324707
	Iteration 12Q: 3 clusters Score -9039168 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -9039699.000000 Penalty: 5700.324707
	Iteration 13Q: 3 clusters Score -9039699 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -9040069.000000 Penalty: 5700.324707
	Iteration 14Q: 3 clusters Score -9040069 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -9040269.000000 Penalty: 5700.324707
	Iteration 15Q: 3 clusters Score -9040269 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -9040408.000000 Penalty: 5700.324707
	Iteration 16Q: 3 clusters Score -9040408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -9040464.000000 Penalty: 5700.324707
	Iteration 17Q: 3 clusters Score -9040464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -9040498.000000 Penalty: 5700.324707
	Iteration 18Q: 3 clusters Score -9040498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 97178 members 
Entering Unmasked Estep 
Score: -9040558.000000 Penalty: 5700.324707
	Iteration 19Q: 3 clusters Score -9040558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 97224 members 
Entering Unmasked Estep 
Score: -9040590.000000 Penalty: 5700.324707
	Iteration 20F: 3 clusters Score -9040590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 97258 members 
Entering Unmasked Estep 
Score: -9040604.000000 Penalty: 5700.324707
	Iteration 21Q: 3 clusters Score -9040604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 97279 members 
Entering Unmasked Estep 
Score: -9040632.000000 Penalty: 5700.324707
	Iteration 22Q: 3 clusters Score -9040632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -9040647.000000 Penalty: 5700.324707
	Iteration 23Q: 3 clusters Score -9040647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 97304 members 
Entering Unmasked Estep 
Score: -9040653.000000 Penalty: 5700.324707
	Iteration 24Q: 3 clusters Score -9040653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -9040656.000000 Penalty: 5700.324707
	Iteration 25Q: 3 clusters Score -9040656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -9040675.000000 Penalty: 5700.324707
	Iteration 26Q: 3 clusters Score -9040675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -9040685.000000 Penalty: 5700.324707
	Iteration 27Q: 3 clusters Score -9040685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -9040688.000000 Penalty: 5700.324707
	Iteration 28Q: 3 clusters Score -9040688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -9040689.000000 Penalty: 5700.324707
	Iteration 29Q: 3 clusters Score -9040689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -9040690.000000 Penalty: 5700.324707
	Iteration 30Q: 3 clusters Score -9040690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -9040696.000000 Penalty: 5700.324707
	Iteration 31Q: 3 clusters Score -9040696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -9040692.000000 Penalty: 5700.324707
	Iteration 32Q: 3 clusters Score -9040692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -9040699.000000 Penalty: 5700.324707
	Iteration 33Q: 3 clusters Score -9040699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -9040698.000000 Penalty: 5700.324707
	Iteration 34Q: 3 clusters Score -9040698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -9040698.000000 Penalty: 5700.324707
	Iteration 35Q: 3 clusters Score -9040698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -9040696.000000 Penalty: 5700.324707
	Iteration 36Q: 3 clusters Score -9040696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -9040696.000000 Penalty: 5700.324707
	Iteration 37F: 3 clusters Score -9040696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15150.695312 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15150.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15213.118164 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15213.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15232.602539 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15235.801758 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -15235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15235.801758 Penalty: 2684.176270
	Iteration 4F: 3 clusters Score -15235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42942.937500 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -42942.94 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43217.218750 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43217.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43328.613281 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43328.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43395.152344 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -43395.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43466.449219 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43466.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43530.679688 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43530.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43559.089844 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43559.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43579.089844 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -43579.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43594.183594 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -43594.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43604.769531 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -43604.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43614.750000 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -43614.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43622.480469 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -43622.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43625.257812 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -43625.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43630.160156 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -43630.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43640.542969 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -43640.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43649.460938 Penalty: 3156.916504
	Iteration 15Q: 3 clusters Score -43649.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43650.054688 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -43650.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43651.453125 Penalty: 3156.916504
	Iteration 17Q: 3 clusters Score -43651.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43651.453125 Penalty: 3156.916504
	Iteration 18F: 3 clusters Score -43651.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -26307.537109 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -26307.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25006.603516 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -25006.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25165.767578 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -25165.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25198.746094 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -25198.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25220.345703 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -25220.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25231.875000 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -25231.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25256.662109 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -25256.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25268.357422 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -25268.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25278.525391 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -25278.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25289.451172 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -25289.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25298.107422 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -25298.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25303.503906 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -25303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25307.427734 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -25307.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25312.148438 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -25312.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25312.148438 Penalty: 2948.928711
	Iteration 13F: 3 clusters Score -25312.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 53023 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24880 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438542 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164616 members 
Mstep: Class 22 contains 132767 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97987 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621784.000000 Penalty: 96286.414062
Iteration 399Q: 29 clusters Score -9.362178e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 53051 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 15626 members 
Mstep: Class 20 contains 4727 members 
Mstep: Class 21 contains 164606 members 
Mstep: Class 22 contains 132802 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97935 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621712.000000 Penalty: 96286.414062
Iteration 400F: 29 clusters Score -9.362171e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4391 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 53088 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7067 members 
Mstep: Class 18 contains 16800 members 
Mstep: Class 19 contains 15622 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 164605 members 
Mstep: Class 22 contains 132837 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97884 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621816.000000 Penalty: 96286.414062
Iteration 401Q: 29 clusters Score -9.362182e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4386 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 53132 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7067 members 
Mstep: Class 18 contains 16800 members 
Mstep: Class 19 contains 15622 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 164593 members 
Mstep: Class 22 contains 132876 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97823 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621840.000000 Penalty: 96286.414062
Iteration 402Q: 29 clusters Score -9.362184e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 53172 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438545 members 
Mstep: Class 17 contains 7067 members 
Mstep: Class 18 contains 16801 members 
Mstep: Class 19 contains 15622 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 164584 members 
Mstep: Class 22 contains 132916 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97759 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621816.000000 Penalty: 96286.414062
Iteration 403Q: 29 clusters Score -9.362182e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4370 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 11 contains 53232 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438543 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 16800 members 
Mstep: Class 19 contains 15622 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 164565 members 
Mstep: Class 22 contains 132957 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97694 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621800.000000 Penalty: 96286.414062
Iteration 404Q: 29 clusters Score -9.36218e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11160 members 
Mstep: Class 11 contains 53277 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438544 members 
Mstep: Class 17 contains 7067 members 
Mstep: Class 18 contains 16799 members 
Mstep: Class 19 contains 15623 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 164559 members 
Mstep: Class 22 contains 132994 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97623 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621800.000000 Penalty: 96286.414062
Iteration 405Q: 29 clusters Score -9.36218e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11160 members 
Mstep: Class 11 contains 53324 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24866 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438547 members 
Mstep: Class 17 contains 7070 members 
Mstep: Class 18 contains 16796 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 164548 members 
Mstep: Class 22 contains 133041 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97562 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621824.000000 Penalty: 96286.414062
Iteration 406Q: 29 clusters Score -9.362182e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 11 contains 53379 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24863 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438551 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 16794 members 
Mstep: Class 19 contains 15617 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 164536 members 
Mstep: Class 22 contains 133093 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97489 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621720.000000 Penalty: 96286.414062
Iteration 407Q: 29 clusters Score -9.362172e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 53435 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24861 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438551 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 16794 members 
Mstep: Class 19 contains 15616 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 164526 members 
Mstep: Class 22 contains 133146 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97419 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621784.000000 Penalty: 96286.414062
Iteration 408Q: 29 clusters Score -9.362178e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 53500 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24855 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438555 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 16793 members 
Mstep: Class 19 contains 15613 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 164505 members 
Mstep: Class 22 contains 133200 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97348 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621920.000000 Penalty: 96286.414062
Iteration 409Q: 29 clusters Score -9.362192e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 53581 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24848 members 
Mstep: Class 15 contains 13973 members 
Mstep: Class 16 contains 438556 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 16796 members 
Mstep: Class 19 contains 15608 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 164483 members 
Mstep: Class 22 contains 133250 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97272 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621840.000000 Penalty: 96286.414062
Iteration 410Q: 29 clusters Score -9.362184e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11160 members 
Mstep: Class 11 contains 53669 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24847 members 
Mstep: Class 15 contains 13973 members 
Mstep: Class 16 contains 438555 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 16796 members 
Mstep: Class 19 contains 15607 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 164449 members 
Mstep: Class 22 contains 133289 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97200 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621888.000000 Penalty: 96286.414062
Iteration 411Q: 29 clusters Score -9.362189e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11162 members 
Mstep: Class 11 contains 53738 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24847 members 
Mstep: Class 15 contains 13973 members 
Mstep: Class 16 contains 438557 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 16793 members 
Mstep: Class 19 contains 15608 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 164421 members 
Mstep: Class 22 contains 133336 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97127 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621944.000000 Penalty: 96286.414062
Iteration 412Q: 29 clusters Score -9.362194e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11162 members 
Mstep: Class 11 contains 53820 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24846 members 
Mstep: Class 15 contains 13974 members 
Mstep: Class 16 contains 438560 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 16791 members 
Mstep: Class 19 contains 15610 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 164394 members 
Mstep: Class 22 contains 133383 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 97044 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621904.000000 Penalty: 96286.414062
Iteration 413Q: 29 clusters Score -9.36219e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35158 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 53911 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 15 contains 13975 members 
Mstep: Class 16 contains 438561 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 16789 members 
Mstep: Class 19 contains 15610 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 164370 members 
Mstep: Class 22 contains 133430 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96953 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621976.000000 Penalty: 96286.414062
Iteration 414Q: 29 clusters Score -9.362198e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35157 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11168 members 
Mstep: Class 11 contains 54007 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 15 contains 13974 members 
Mstep: Class 16 contains 438561 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 16787 members 
Mstep: Class 19 contains 15611 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 164332 members 
Mstep: Class 22 contains 133493 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96854 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622168.000000 Penalty: 96286.414062
Iteration 415Q: 29 clusters Score -9.362217e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35156 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11170 members 
Mstep: Class 11 contains 54105 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24841 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438563 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 16787 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 164288 members 
Mstep: Class 22 contains 133556 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96758 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622152.000000 Penalty: 96286.414062
Iteration 416Q: 29 clusters Score -9.362215e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5716 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35154 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 54192 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24841 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438558 members 
Mstep: Class 17 contains 7062 members 
Mstep: Class 18 contains 16787 members 
Mstep: Class 19 contains 15614 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 164270 members 
Mstep: Class 22 contains 133609 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96659 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622088.000000 Penalty: 96286.414062
Iteration 417Q: 29 clusters Score -9.362209e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35153 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11175 members 
Mstep: Class 11 contains 54270 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24840 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 438561 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 16789 members 
Mstep: Class 19 contains 15615 members 
Mstep: Class 20 contains 4719 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 133666 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96569 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622120.000000 Penalty: 96286.414062
Iteration 418Q: 29 clusters Score -9.362212e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35153 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11176 members 
Mstep: Class 11 contains 54341 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 13974 members 
Mstep: Class 16 contains 438563 members 
Mstep: Class 17 contains 7056 members 
Mstep: Class 18 contains 16791 members 
Mstep: Class 19 contains 15611 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 164214 members 
Mstep: Class 22 contains 133708 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96507 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622064.000000 Penalty: 96286.414062
Iteration 419Q: 29 clusters Score -9.362206e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35153 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 54399 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24832 members 
Mstep: Class 15 contains 13976 members 
Mstep: Class 16 contains 438563 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 16789 members 
Mstep: Class 19 contains 15611 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 164193 members 
Mstep: Class 22 contains 133746 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96453 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622104.000000 Penalty: 96286.414062
Iteration 420F: 29 clusters Score -9.36221e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 54458 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24832 members 
Mstep: Class 15 contains 13977 members 
Mstep: Class 16 contains 438566 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 16786 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 164166 members 
Mstep: Class 22 contains 133786 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96396 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622144.000000 Penalty: 96286.414062
Iteration 421Q: 29 clusters Score -9.362214e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 54536 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24835 members 
Mstep: Class 15 contains 13978 members 
Mstep: Class 16 contains 438567 members 
Mstep: Class 17 contains 7053 members 
Mstep: Class 18 contains 16783 members 
Mstep: Class 19 contains 15613 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 164145 members 
Mstep: Class 22 contains 133819 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96331 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622064.000000 Penalty: 96286.414062
Iteration 422Q: 29 clusters Score -9.362206e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 54608 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24833 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438567 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 16784 members 
Mstep: Class 19 contains 15614 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 164122 members 
Mstep: Class 22 contains 133860 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96264 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622064.000000 Penalty: 96286.414062
Iteration 423Q: 29 clusters Score -9.362206e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 54672 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438568 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 16788 members 
Mstep: Class 19 contains 15614 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 164108 members 
Mstep: Class 22 contains 133897 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96192 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622080.000000 Penalty: 96286.414062
Iteration 424Q: 29 clusters Score -9.362208e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 54739 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438564 members 
Mstep: Class 17 contains 7049 members 
Mstep: Class 18 contains 16784 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 164100 members 
Mstep: Class 22 contains 133934 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96123 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622176.000000 Penalty: 96286.414062
Iteration 425Q: 29 clusters Score -9.362218e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 54818 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 13978 members 
Mstep: Class 16 contains 438559 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 16780 members 
Mstep: Class 19 contains 15610 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 164078 members 
Mstep: Class 22 contains 133966 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96068 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622192.000000 Penalty: 96286.414062
Iteration 426Q: 29 clusters Score -9.362219e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 54875 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24832 members 
Mstep: Class 15 contains 13978 members 
Mstep: Class 16 contains 438558 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 16779 members 
Mstep: Class 19 contains 15609 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 164061 members 
Mstep: Class 22 contains 134011 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 96000 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622256.000000 Penalty: 96286.414062
Iteration 427Q: 29 clusters Score -9.362226e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35150 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 54945 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24831 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438558 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 16778 members 
Mstep: Class 19 contains 15608 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 164047 members 
Mstep: Class 22 contains 134046 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95931 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622208.000000 Penalty: 96286.414062
Iteration 428Q: 29 clusters Score -9.362221e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35149 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11190 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438560 members 
Mstep: Class 17 contains 7046 members 
Mstep: Class 18 contains 16780 members 
Mstep: Class 19 contains 15607 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 164030 members 
Mstep: Class 22 contains 134079 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95876 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622288.000000 Penalty: 96286.414062
Iteration 429Q: 29 clusters Score -9.362229e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35149 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 55087 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24824 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438562 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 16781 members 
Mstep: Class 19 contains 15607 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 164013 members 
Mstep: Class 22 contains 134107 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95814 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622192.000000 Penalty: 96286.414062
Iteration 430Q: 29 clusters Score -9.362219e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35148 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11192 members 
Mstep: Class 11 contains 55175 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24820 members 
Mstep: Class 15 contains 13978 members 
Mstep: Class 16 contains 438563 members 
Mstep: Class 17 contains 7041 members 
Mstep: Class 18 contains 16779 members 
Mstep: Class 19 contains 15609 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 163991 members 
Mstep: Class 22 contains 134138 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95745 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622128.000000 Penalty: 96286.414062
Iteration 431Q: 29 clusters Score -9.362213e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35148 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 55251 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24814 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438565 members 
Mstep: Class 17 contains 7040 members 
Mstep: Class 18 contains 16777 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 163974 members 
Mstep: Class 22 contains 134172 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95673 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622160.000000 Penalty: 96286.414062
Iteration 432Q: 29 clusters Score -9.362216e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35147 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11197 members 
Mstep: Class 11 contains 55323 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438564 members 
Mstep: Class 17 contains 7035 members 
Mstep: Class 18 contains 16781 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 4715 members 
Mstep: Class 21 contains 163951 members 
Mstep: Class 22 contains 134214 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95593 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622232.000000 Penalty: 96286.414062
Iteration 433Q: 29 clusters Score -9.362223e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35147 members 
Mstep: Class 8 contains 3779 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11198 members 
Mstep: Class 11 contains 55416 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438561 members 
Mstep: Class 17 contains 7034 members 
Mstep: Class 18 contains 16777 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 163922 members 
Mstep: Class 22 contains 134265 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95513 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622256.000000 Penalty: 96286.414062
Iteration 434Q: 29 clusters Score -9.362226e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11201 members 
Mstep: Class 11 contains 55495 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438560 members 
Mstep: Class 17 contains 7034 members 
Mstep: Class 18 contains 16778 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 163902 members 
Mstep: Class 22 contains 134307 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95442 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622352.000000 Penalty: 96286.414062
Iteration 435Q: 29 clusters Score -9.362235e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11202 members 
Mstep: Class 11 contains 55586 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 15 contains 13980 members 
Mstep: Class 16 contains 438564 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 16777 members 
Mstep: Class 19 contains 15625 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 163884 members 
Mstep: Class 22 contains 134336 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95361 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622264.000000 Penalty: 96286.414062
Iteration 436Q: 29 clusters Score -9.362226e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11203 members 
Mstep: Class 11 contains 55672 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 15 contains 13980 members 
Mstep: Class 16 contains 438565 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 16774 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 163864 members 
Mstep: Class 22 contains 134380 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95279 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622256.000000 Penalty: 96286.414062
Iteration 437Q: 29 clusters Score -9.362226e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11206 members 
Mstep: Class 11 contains 55780 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 15 contains 13980 members 
Mstep: Class 16 contains 438565 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 16769 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 163837 members 
Mstep: Class 22 contains 134417 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95185 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622288.000000 Penalty: 96286.414062
Iteration 438Q: 29 clusters Score -9.362229e+07 nChanged 235
Entering ConstructFrom: 
Score: -93622288.000000 Penalty: 96286.414062
Entering ConstructFrom: 
Trying to split cluster 1 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -28268.263672 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -28268.26 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 209 members 
Entering Unmasked Estep 
Score: -26957.011719 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -26957.01 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27174.199219 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -27174.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27272.511719 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -27272.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27332.056641 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -27332.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27360.324219 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -27360.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27376.439453 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -27376.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27393.423828 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -27393.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27411.994141 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -27411.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27447.169922 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -27447.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27514.378906 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -27514.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27532.183594 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -27532.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27555.878906 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -27555.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27575.494141 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -27575.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27587.117188 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -27587.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27592.767578 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -27592.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27597.892578 Penalty: 2941.076172
	Iteration 15Q: 3 clusters Score -27597.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27606.720703 Penalty: 2941.076172
	Iteration 16Q: 3 clusters Score -27606.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27613.896484 Penalty: 2941.076172
	Iteration 17Q: 3 clusters Score -27613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27646.376953 Penalty: 2941.076172
	Iteration 18Q: 3 clusters Score -27646.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27646.376953 Penalty: 2941.076172
	Iteration 19F: 3 clusters Score -27646.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -106586.937500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -106586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104446.906250 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -104446.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -104811.078125 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -104811.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104913.015625 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -104913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -104957.601562 Penalty: 3544.408447
	Iteration 3Q: 3 clusters Score -104957.6 nChanged 29
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: -104993.601562 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -104993.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -105021.187500 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -105021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -105035.382812 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -105035.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105053.773438 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -105053.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105078.445312 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -105078.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105097.203125 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -105097.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105115.812500 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -105115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105133.492188 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -105133.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105155.093750 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -105155.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105191.335938 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -105191.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105240.218750 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -105240.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105309.164062 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -105309.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105411.867188 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -105411.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105518.773438 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -105518.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105606.890625 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -105606.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -105669.656250 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -105669.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -105737.914062 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -105737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -105778.304688 Penalty: 3544.408447
	Iteration 21Q: 3 clusters Score -105778.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -105807.265625 Penalty: 3544.408447
	Iteration 22Q: 3 clusters Score -105807.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -105829.875000 Penalty: 3544.408447
	Iteration 23Q: 3 clusters Score -105829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -105838.804688 Penalty: 3544.408447
	Iteration 24Q: 3 clusters Score -105838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -105842.281250 Penalty: 3544.408447
	Iteration 25Q: 3 clusters Score -105842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -105843.875000 Penalty: 3544.408447
	Iteration 26Q: 3 clusters Score -105843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -105843.875000 Penalty: 3544.408447
	Iteration 27F: 3 clusters Score -105843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -574406.125000 Penalty: 2178.662109
	Iteration 0F: 2 clusters Score -574406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -568917.812500 Penalty: 4357.324219
	Iteration 0F: 3 clusters Score -568917.8 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -570275.000000 Penalty: 4357.324219
	Iteration 1F: 3 clusters Score -570275 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -570507.000000 Penalty: 4357.324219
	Iteration 2F: 3 clusters Score -570507 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -570654.375000 Penalty: 4357.324219
	Iteration 3Q: 3 clusters Score -570654.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -570749.312500 Penalty: 4357.324219
	Iteration 4Q: 3 clusters Score -570749.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -570814.750000 Penalty: 4357.324219
	Iteration 5Q: 3 clusters Score -570814.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -570862.437500 Penalty: 4357.324219
	Iteration 6Q: 3 clusters Score -570862.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -570898.000000 Penalty: 4357.324219
	Iteration 7Q: 3 clusters Score -570898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -570931.937500 Penalty: 4357.324219
	Iteration 8Q: 3 clusters Score -570931.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -570965.750000 Penalty: 4357.324219
	Iteration 9Q: 3 clusters Score -570965.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -571001.375000 Penalty: 4357.324219
	Iteration 10Q: 3 clusters Score -571001.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -571024.250000 Penalty: 4357.324219
	Iteration 11Q: 3 clusters Score -571024.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -571047.125000 Penalty: 4357.324219
	Iteration 12Q: 3 clusters Score -571047.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -571060.937500 Penalty: 4357.324219
	Iteration 13Q: 3 clusters Score -571060.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -571069.812500 Penalty: 4357.324219
	Iteration 14Q: 3 clusters Score -571069.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -571080.187500 Penalty: 4357.324219
	Iteration 15Q: 3 clusters Score -571080.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -571092.750000 Penalty: 4357.324219
	Iteration 16Q: 3 clusters Score -571092.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -571102.500000 Penalty: 4357.324219
	Iteration 17Q: 3 clusters Score -571102.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -571113.562500 Penalty: 4357.324219
	Iteration 18Q: 3 clusters Score -571113.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -571121.375000 Penalty: 4357.324219
	Iteration 19Q: 3 clusters Score -571121.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -571131.187500 Penalty: 4357.324219
	Iteration 20F: 3 clusters Score -571131.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -571138.375000 Penalty: 4357.324219
	Iteration 21Q: 3 clusters Score -571138.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -571148.375000 Penalty: 4357.324219
	Iteration 22Q: 3 clusters Score -571148.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -571157.062500 Penalty: 4357.324219
	Iteration 23Q: 3 clusters Score -571157.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -571166.875000 Penalty: 4357.324219
	Iteration 24Q: 3 clusters Score -571166.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -571174.062500 Penalty: 4357.324219
	Iteration 25Q: 3 clusters Score -571174.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -571186.937500 Penalty: 4357.324219
	Iteration 26Q: 3 clusters Score -571186.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -571197.500000 Penalty: 4357.324219
	Iteration 27Q: 3 clusters Score -571197.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -571210.187500 Penalty: 4357.324219
	Iteration 28Q: 3 clusters Score -571210.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -571225.375000 Penalty: 4357.324219
	Iteration 29Q: 3 clusters Score -571225.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -571245.375000 Penalty: 4357.324219
	Iteration 30Q: 3 clusters Score -571245.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -571263.750000 Penalty: 4357.324219
	Iteration 31Q: 3 clusters Score -571263.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -571287.500000 Penalty: 4357.324219
	Iteration 32Q: 3 clusters Score -571287.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -571307.187500 Penalty: 4357.324219
	Iteration 33Q: 3 clusters Score -571307.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -571322.250000 Penalty: 4357.324219
	Iteration 34Q: 3 clusters Score -571322.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -571342.687500 Penalty: 4357.324219
	Iteration 35Q: 3 clusters Score -571342.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -571365.562500 Penalty: 4357.324219
	Iteration 36Q: 3 clusters Score -571365.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -571389.375000 Penalty: 4357.324219
	Iteration 37Q: 3 clusters Score -571389.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -571417.000000 Penalty: 4357.324219
	Iteration 38Q: 3 clusters Score -571417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -571442.125000 Penalty: 4357.324219
	Iteration 39Q: 3 clusters Score -571442.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -571472.125000 Penalty: 4357.324219
	Iteration 40F: 3 clusters Score -571472.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -571512.875000 Penalty: 4357.324219
	Iteration 41Q: 3 clusters Score -571512.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -571552.687500 Penalty: 4357.324219
	Iteration 42Q: 3 clusters Score -571552.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -571599.750000 Penalty: 4357.324219
	Iteration 43Q: 3 clusters Score -571599.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -571650.500000 Penalty: 4357.324219
	Iteration 44Q: 3 clusters Score -571650.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -571703.375000 Penalty: 4357.324219
	Iteration 45Q: 3 clusters Score -571703.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -571760.437500 Penalty: 4357.324219
	Iteration 46Q: 3 clusters Score -571760.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -571811.812500 Penalty: 4357.324219
	Iteration 47Q: 3 clusters Score -571811.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -571858.062500 Penalty: 4357.324219
	Iteration 48Q: 3 clusters Score -571858.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -571906.187500 Penalty: 4357.324219
	Iteration 49Q: 3 clusters Score -571906.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -571949.687500 Penalty: 4357.324219
	Iteration 50Q: 3 clusters Score -571949.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -571998.937500 Penalty: 4357.324219
	Iteration 51Q: 3 clusters Score -571998.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -572048.750000 Penalty: 4357.324219
	Iteration 52Q: 3 clusters Score -572048.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -572096.375000 Penalty: 4357.324219
	Iteration 53Q: 3 clusters Score -572096.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -572153.062500 Penalty: 4357.324219
	Iteration 54Q: 3 clusters Score -572153.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -572206.375000 Penalty: 4357.324219
	Iteration 55Q: 3 clusters Score -572206.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -572248.250000 Penalty: 4357.324219
	Iteration 56Q: 3 clusters Score -572248.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -572289.937500 Penalty: 4357.324219
	Iteration 57Q: 3 clusters Score -572289.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -572321.312500 Penalty: 4357.324219
	Iteration 58Q: 3 clusters Score -572321.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -572346.500000 Penalty: 4357.324219
	Iteration 59Q: 3 clusters Score -572346.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -572371.125000 Penalty: 4357.324219
	Iteration 60F: 3 clusters Score -572371.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -572389.125000 Penalty: 4357.324219
	Iteration 61Q: 3 clusters Score -572389.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -572404.437500 Penalty: 4357.324219
	Iteration 62Q: 3 clusters Score -572404.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -572419.062500 Penalty: 4357.324219
	Iteration 63Q: 3 clusters Score -572419.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -572431.875000 Penalty: 4357.324219
	Iteration 64Q: 3 clusters Score -572431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -572439.937500 Penalty: 4357.324219
	Iteration 65Q: 3 clusters Score -572439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -572447.437500 Penalty: 4357.324219
	Iteration 66Q: 3 clusters Score -572447.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -572460.000000 Penalty: 4357.324219
	Iteration 67Q: 3 clusters Score -572460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -572466.187500 Penalty: 4357.324219
	Iteration 68Q: 3 clusters Score -572466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -572471.375000 Penalty: 4357.324219
	Iteration 69Q: 3 clusters Score -572471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -572472.000000 Penalty: 4357.324219
	Iteration 70Q: 3 clusters Score -572472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -572472.937500 Penalty: 4357.324219
	Iteration 71Q: 3 clusters Score -572472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -572472.937500 Penalty: 4357.324219
	Iteration 72F: 3 clusters Score -572472.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -531122.062500 Penalty: 2145.930908
	Iteration 0F: 2 clusters Score -531122.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -526162.937500 Penalty: 4291.861816
	Iteration 0F: 3 clusters Score -526162.9 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -527362.000000 Penalty: 4291.861816
	Iteration 1F: 3 clusters Score -527362 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -527575.750000 Penalty: 4291.861816
	Iteration 2F: 3 clusters Score -527575.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -527705.750000 Penalty: 4291.861816
	Iteration 3Q: 3 clusters Score -527705.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -527807.375000 Penalty: 4291.861816
	Iteration 4Q: 3 clusters Score -527807.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -527904.062500 Penalty: 4291.861816
	Iteration 5Q: 3 clusters Score -527904.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -527988.812500 Penalty: 4291.861816
	Iteration 6Q: 3 clusters Score -527988.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -528043.500000 Penalty: 4291.861816
	Iteration 7Q: 3 clusters Score -528043.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -528094.062500 Penalty: 4291.861816
	Iteration 8Q: 3 clusters Score -528094.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -528151.187500 Penalty: 4291.861816
	Iteration 9Q: 3 clusters Score -528151.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -528212.750000 Penalty: 4291.861816
	Iteration 10Q: 3 clusters Score -528212.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -528277.500000 Penalty: 4291.861816
	Iteration 11Q: 3 clusters Score -528277.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -528344.187500 Penalty: 4291.861816
	Iteration 12Q: 3 clusters Score -528344.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -528415.875000 Penalty: 4291.861816
	Iteration 13Q: 3 clusters Score -528415.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -528491.312500 Penalty: 4291.861816
	Iteration 14Q: 3 clusters Score -528491.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -528568.625000 Penalty: 4291.861816
	Iteration 15Q: 3 clusters Score -528568.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -528655.125000 Penalty: 4291.861816
	Iteration 16Q: 3 clusters Score -528655.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -528730.062500 Penalty: 4291.861816
	Iteration 17Q: 3 clusters Score -528730.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -528793.250000 Penalty: 4291.861816
	Iteration 18Q: 3 clusters Score -528793.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -528851.687500 Penalty: 4291.861816
	Iteration 19Q: 3 clusters Score -528851.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -528901.562500 Penalty: 4291.861816
	Iteration 20F: 3 clusters Score -528901.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -528964.187500 Penalty: 4291.861816
	Iteration 21Q: 3 clusters Score -528964.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -529029.375000 Penalty: 4291.861816
	Iteration 22Q: 3 clusters Score -529029.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -529074.437500 Penalty: 4291.861816
	Iteration 23Q: 3 clusters Score -529074.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -529102.687500 Penalty: 4291.861816
	Iteration 24Q: 3 clusters Score -529102.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -529129.937500 Penalty: 4291.861816
	Iteration 25Q: 3 clusters Score -529129.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -529144.437500 Penalty: 4291.861816
	Iteration 26Q: 3 clusters Score -529144.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -529161.750000 Penalty: 4291.861816
	Iteration 27Q: 3 clusters Score -529161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -529175.937500 Penalty: 4291.861816
	Iteration 28Q: 3 clusters Score -529175.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -529187.875000 Penalty: 4291.861816
	Iteration 29Q: 3 clusters Score -529187.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -529206.250000 Penalty: 4291.861816
	Iteration 30Q: 3 clusters Score -529206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -529220.437500 Penalty: 4291.861816
	Iteration 31Q: 3 clusters Score -529220.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -529233.562500 Penalty: 4291.861816
	Iteration 32Q: 3 clusters Score -529233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -529243.000000 Penalty: 4291.861816
	Iteration 33Q: 3 clusters Score -529243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -529245.437500 Penalty: 4291.861816
	Iteration 34Q: 3 clusters Score -529245.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -529250.125000 Penalty: 4291.861816
	Iteration 35Q: 3 clusters Score -529250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -529256.000000 Penalty: 4291.861816
	Iteration 36Q: 3 clusters Score -529256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -529257.562500 Penalty: 4291.861816
	Iteration 37Q: 3 clusters Score -529257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -529261.625000 Penalty: 4291.861816
	Iteration 38Q: 3 clusters Score -529261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -529262.250000 Penalty: 4291.861816
	Iteration 39Q: 3 clusters Score -529262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -529262.250000 Penalty: 4291.861816
	Iteration 40F: 3 clusters Score -529262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -494315.718750 Penalty: 2149.883057
	Iteration 0F: 2 clusters Score -494315.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -489277.281250 Penalty: 4299.766113
	Iteration 0F: 3 clusters Score -489277.3 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -490563.031250 Penalty: 4299.766113
	Iteration 1F: 3 clusters Score -490563 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -490834.000000 Penalty: 4299.766113
	Iteration 2F: 3 clusters Score -490834 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -490995.562500 Penalty: 4299.766113
	Iteration 3F: 3 clusters Score -490995.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -491126.812500 Penalty: 4299.766113
	Iteration 4Q: 3 clusters Score -491126.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -491235.156250 Penalty: 4299.766113
	Iteration 5Q: 3 clusters Score -491235.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -491343.375000 Penalty: 4299.766113
	Iteration 6Q: 3 clusters Score -491343.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -491452.093750 Penalty: 4299.766113
	Iteration 7Q: 3 clusters Score -491452.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -491575.062500 Penalty: 4299.766113
	Iteration 8Q: 3 clusters Score -491575.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -491701.125000 Penalty: 4299.766113
	Iteration 9Q: 3 clusters Score -491701.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -491808.750000 Penalty: 4299.766113
	Iteration 10Q: 3 clusters Score -491808.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -491923.187500 Penalty: 4299.766113
	Iteration 11Q: 3 clusters Score -491923.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -492050.125000 Penalty: 4299.766113
	Iteration 12Q: 3 clusters Score -492050.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -492175.000000 Penalty: 4299.766113
	Iteration 13Q: 3 clusters Score -492175 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -492307.625000 Penalty: 4299.766113
	Iteration 14Q: 3 clusters Score -492307.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -492443.000000 Penalty: 4299.766113
	Iteration 15Q: 3 clusters Score -492443 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -492544.843750 Penalty: 4299.766113
	Iteration 16Q: 3 clusters Score -492544.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -492623.656250 Penalty: 4299.766113
	Iteration 17Q: 3 clusters Score -492623.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -492680.656250 Penalty: 4299.766113
	Iteration 18Q: 3 clusters Score -492680.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -492724.031250 Penalty: 4299.766113
	Iteration 19Q: 3 clusters Score -492724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -492755.781250 Penalty: 4299.766113
	Iteration 20F: 3 clusters Score -492755.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -492789.968750 Penalty: 4299.766113
	Iteration 21Q: 3 clusters Score -492790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -492818.000000 Penalty: 4299.766113
	Iteration 22Q: 3 clusters Score -492818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -492840.000000 Penalty: 4299.766113
	Iteration 23Q: 3 clusters Score -492840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -492860.187500 Penalty: 4299.766113
	Iteration 24Q: 3 clusters Score -492860.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -492877.375000 Penalty: 4299.766113
	Iteration 25Q: 3 clusters Score -492877.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -492890.250000 Penalty: 4299.766113
	Iteration 26Q: 3 clusters Score -492890.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -492900.375000 Penalty: 4299.766113
	Iteration 27Q: 3 clusters Score -492900.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -492910.031250 Penalty: 4299.766113
	Iteration 28Q: 3 clusters Score -492910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -492918.937500 Penalty: 4299.766113
	Iteration 29Q: 3 clusters Score -492918.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -492928.593750 Penalty: 4299.766113
	Iteration 30Q: 3 clusters Score -492928.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -492936.718750 Penalty: 4299.766113
	Iteration 31Q: 3 clusters Score -492936.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -492943.937500 Penalty: 4299.766113
	Iteration 32Q: 3 clusters Score -492943.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -492949.437500 Penalty: 4299.766113
	Iteration 33Q: 3 clusters Score -492949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -492952.875000 Penalty: 4299.766113
	Iteration 34Q: 3 clusters Score -492952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -492956.593750 Penalty: 4299.766113
	Iteration 35Q: 3 clusters Score -492956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -492958.437500 Penalty: 4299.766113
	Iteration 36Q: 3 clusters Score -492958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -492960.375000 Penalty: 4299.766113
	Iteration 37Q: 3 clusters Score -492960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -492962.468750 Penalty: 4299.766113
	Iteration 38Q: 3 clusters Score -492962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -492962.750000 Penalty: 4299.766113
	Iteration 39Q: 3 clusters Score -492962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -492966.468750 Penalty: 4299.766113
	Iteration 40F: 3 clusters Score -492966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -492970.312500 Penalty: 4299.766113
	Iteration 41Q: 3 clusters Score -492970.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -492976.000000 Penalty: 4299.766113
	Iteration 42Q: 3 clusters Score -492976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -492985.406250 Penalty: 4299.766113
	Iteration 43Q: 3 clusters Score -492985.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -492995.656250 Penalty: 4299.766113
	Iteration 44Q: 3 clusters Score -492995.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -493003.093750 Penalty: 4299.766113
	Iteration 45Q: 3 clusters Score -493003.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -493009.281250 Penalty: 4299.766113
	Iteration 46Q: 3 clusters Score -493009.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -493015.343750 Penalty: 4299.766113
	Iteration 47Q: 3 clusters Score -493015.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -493022.125000 Penalty: 4299.766113
	Iteration 48Q: 3 clusters Score -493022.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -493029.812500 Penalty: 4299.766113
	Iteration 49Q: 3 clusters Score -493029.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -493035.687500 Penalty: 4299.766113
	Iteration 50Q: 3 clusters Score -493035.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -493046.343750 Penalty: 4299.766113
	Iteration 51Q: 3 clusters Score -493046.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -493063.125000 Penalty: 4299.766113
	Iteration 52Q: 3 clusters Score -493063.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -493081.437500 Penalty: 4299.766113
	Iteration 53Q: 3 clusters Score -493081.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -493109.406250 Penalty: 4299.766113
	Iteration 54Q: 3 clusters Score -493109.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -493156.531250 Penalty: 4299.766113
	Iteration 55Q: 3 clusters Score -493156.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -493234.687500 Penalty: 4299.766113
	Iteration 56Q: 3 clusters Score -493234.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -493322.218750 Penalty: 4299.766113
	Iteration 57Q: 3 clusters Score -493322.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -493398.562500 Penalty: 4299.766113
	Iteration 58Q: 3 clusters Score -493398.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -493444.218750 Penalty: 4299.766113
	Iteration 59Q: 3 clusters Score -493444.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -493477.625000 Penalty: 4299.766113
	Iteration 60F: 3 clusters Score -493477.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -493487.562500 Penalty: 4299.766113
	Iteration 61Q: 3 clusters Score -493487.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -493492.000000 Penalty: 4299.766113
	Iteration 62Q: 3 clusters Score -493492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -493496.625000 Penalty: 4299.766113
	Iteration 63Q: 3 clusters Score -493496.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -493499.968750 Penalty: 4299.766113
	Iteration 64Q: 3 clusters Score -493500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -493500.343750 Penalty: 4299.766113
	Iteration 65Q: 3 clusters Score -493500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -493501.875000 Penalty: 4299.766113
	Iteration 66Q: 3 clusters Score -493501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -493501.875000 Penalty: 4299.766113
	Iteration 67F: 3 clusters Score -493501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -412578.656250 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -412578.7 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 2381 members 
Entering Unmasked Estep 
Score: -408233.718750 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -408233.7 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -409145.250000 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -409145.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -409333.343750 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -409333.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -409451.250000 Penalty: 4202.624023
	Iteration 3Q: 3 clusters Score -409451.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -409528.031250 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -409528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -409568.906250 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -409568.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -409606.281250 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -409606.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -409635.000000 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -409635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -409661.781250 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -409661.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -409684.750000 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -409684.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -409703.875000 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -409703.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -409721.093750 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -409721.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -409739.062500 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -409739.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -409752.937500 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -409752.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -409766.781250 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -409766.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -409777.093750 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -409777.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -409787.062500 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -409787.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -409795.406250 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -409795.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -409803.687500 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -409803.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -409813.093750 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -409813.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -409816.875000 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -409816.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -409822.968750 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -409823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -409827.937500 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -409827.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -409833.406250 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -409833.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -409839.968750 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -409840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -409847.281250 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -409847.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -409853.843750 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -409853.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -409860.562500 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -409860.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -409868.593750 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -409868.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -409874.562500 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -409874.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -409880.906250 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -409880.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -409886.093750 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -409886.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -409892.468750 Penalty: 4202.624023
	Iteration 32Q: 3 clusters Score -409892.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -409900.656250 Penalty: 4202.624023
	Iteration 33Q: 3 clusters Score -409900.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -409906.250000 Penalty: 4202.624023
	Iteration 34Q: 3 clusters Score -409906.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -409911.343750 Penalty: 4202.624023
	Iteration 35Q: 3 clusters Score -409911.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -409911.843750 Penalty: 4202.624023
	Iteration 36Q: 3 clusters Score -409911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -409914.812500 Penalty: 4202.624023
	Iteration 37Q: 3 clusters Score -409914.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -409916.343750 Penalty: 4202.624023
	Iteration 38Q: 3 clusters Score -409916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -409917.687500 Penalty: 4202.624023
	Iteration 39Q: 3 clusters Score -409917.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -409921.843750 Penalty: 4202.624023
	Iteration 40F: 3 clusters Score -409921.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -409926.093750 Penalty: 4202.624023
	Iteration 41Q: 3 clusters Score -409926.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -409932.250000 Penalty: 4202.624023
	Iteration 42Q: 3 clusters Score -409932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -409935.187500 Penalty: 4202.624023
	Iteration 43Q: 3 clusters Score -409935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -409936.656250 Penalty: 4202.624023
	Iteration 44Q: 3 clusters Score -409936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -409939.062500 Penalty: 4202.624023
	Iteration 45Q: 3 clusters Score -409939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -409942.343750 Penalty: 4202.624023
	Iteration 46Q: 3 clusters Score -409942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -409944.031250 Penalty: 4202.624023
	Iteration 47Q: 3 clusters Score -409944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -409945.500000 Penalty: 4202.624023
	Iteration 48Q: 3 clusters Score -409945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -409946.125000 Penalty: 4202.624023
	Iteration 49Q: 3 clusters Score -409946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -409945.312500 Penalty: 4202.624023
	Iteration 50Q: 3 clusters Score -409945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -409947.093750 Penalty: 4202.624023
	Iteration 51Q: 3 clusters Score -409947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -409947.531250 Penalty: 4202.624023
	Iteration 52Q: 3 clusters Score -409947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -409948.531250 Penalty: 4202.624023
	Iteration 53Q: 3 clusters Score -409948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -409949.468750 Penalty: 4202.624023
	Iteration 54Q: 3 clusters Score -409949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -409948.906250 Penalty: 4202.624023
	Iteration 55Q: 3 clusters Score -409948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -409950.062500 Penalty: 4202.624023
	Iteration 56Q: 3 clusters Score -409950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -409950.656250 Penalty: 4202.624023
	Iteration 57Q: 3 clusters Score -409950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -409953.531250 Penalty: 4202.624023
	Iteration 58Q: 3 clusters Score -409953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -409955.093750 Penalty: 4202.624023
	Iteration 59Q: 3 clusters Score -409955.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -409957.500000 Penalty: 4202.624023
	Iteration 60F: 3 clusters Score -409957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -409960.593750 Penalty: 4202.624023
	Iteration 61Q: 3 clusters Score -409960.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -409966.656250 Penalty: 4202.624023
	Iteration 62Q: 3 clusters Score -409966.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -409970.156250 Penalty: 4202.624023
	Iteration 63Q: 3 clusters Score -409970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -409975.062500 Penalty: 4202.624023
	Iteration 64Q: 3 clusters Score -409975.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -409979.218750 Penalty: 4202.624023
	Iteration 65Q: 3 clusters Score -409979.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -409983.375000 Penalty: 4202.624023
	Iteration 66Q: 3 clusters Score -409983.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -409988.687500 Penalty: 4202.624023
	Iteration 67Q: 3 clusters Score -409988.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -409997.250000 Penalty: 4202.624023
	Iteration 68Q: 3 clusters Score -409997.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -410001.562500 Penalty: 4202.624023
	Iteration 69Q: 3 clusters Score -410001.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -410006.406250 Penalty: 4202.624023
	Iteration 70Q: 3 clusters Score -410006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -410010.031250 Penalty: 4202.624023
	Iteration 71Q: 3 clusters Score -410010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -410013.250000 Penalty: 4202.624023
	Iteration 72Q: 3 clusters Score -410013.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -410019.593750 Penalty: 4202.624023
	Iteration 73Q: 3 clusters Score -410019.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -410022.468750 Penalty: 4202.624023
	Iteration 74Q: 3 clusters Score -410022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -410025.750000 Penalty: 4202.624023
	Iteration 75Q: 3 clusters Score -410025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -410029.093750 Penalty: 4202.624023
	Iteration 76Q: 3 clusters Score -410029.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -410033.031250 Penalty: 4202.624023
	Iteration 77Q: 3 clusters Score -410033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -410035.593750 Penalty: 4202.624023
	Iteration 78Q: 3 clusters Score -410035.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -410038.062500 Penalty: 4202.624023
	Iteration 79Q: 3 clusters Score -410038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -410041.343750 Penalty: 4202.624023
	Iteration 80F: 3 clusters Score -410041.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -410046.250000 Penalty: 4202.624023
	Iteration 81Q: 3 clusters Score -410046.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -410050.062500 Penalty: 4202.624023
	Iteration 82Q: 3 clusters Score -410050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -410052.093750 Penalty: 4202.624023
	Iteration 83Q: 3 clusters Score -410052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -410054.625000 Penalty: 4202.624023
	Iteration 84Q: 3 clusters Score -410054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -410058.218750 Penalty: 4202.624023
	Iteration 85Q: 3 clusters Score -410058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -410061.750000 Penalty: 4202.624023
	Iteration 86Q: 3 clusters Score -410061.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -410066.281250 Penalty: 4202.624023
	Iteration 87Q: 3 clusters Score -410066.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -410069.937500 Penalty: 4202.624023
	Iteration 88Q: 3 clusters Score -410069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -410071.093750 Penalty: 4202.624023
	Iteration 89Q: 3 clusters Score -410071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -410073.375000 Penalty: 4202.624023
	Iteration 90Q: 3 clusters Score -410073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -410077.062500 Penalty: 4202.624023
	Iteration 91Q: 3 clusters Score -410077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -410078.437500 Penalty: 4202.624023
	Iteration 92Q: 3 clusters Score -410078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -410079.718750 Penalty: 4202.624023
	Iteration 93Q: 3 clusters Score -410079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -410082.125000 Penalty: 4202.624023
	Iteration 94Q: 3 clusters Score -410082.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -410083.437500 Penalty: 4202.624023
	Iteration 95Q: 3 clusters Score -410083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -410083.562500 Penalty: 4202.624023
	Iteration 96Q: 3 clusters Score -410083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -410085.500000 Penalty: 4202.624023
	Iteration 97Q: 3 clusters Score -410085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -410087.125000 Penalty: 4202.624023
	Iteration 98Q: 3 clusters Score -410087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -410088.250000 Penalty: 4202.624023
	Iteration 99Q: 3 clusters Score -410088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -410090.531250 Penalty: 4202.624023
	Iteration 100F: 3 clusters Score -410090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -410091.281250 Penalty: 4202.624023
	Iteration 101Q: 3 clusters Score -410091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -410091.937500 Penalty: 4202.624023
	Iteration 102Q: 3 clusters Score -410091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -410092.718750 Penalty: 4202.624023
	Iteration 103Q: 3 clusters Score -410092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -410092.562500 Penalty: 4202.624023
	Iteration 104Q: 3 clusters Score -410092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -410092.562500 Penalty: 4202.624023
	Iteration 105F: 3 clusters Score -410092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Entering Unmasked Estep 
Score: -3333307.250000 Penalty: 2595.882080
	Iteration 0F: 2 clusters Score -3333307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3309269.750000 Penalty: 5191.764160
	Iteration 0F: 3 clusters Score -3309270 nChanged 16044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3317985.250000 Penalty: 5191.764160
	Iteration 1F: 3 clusters Score -3317985 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3318383.250000 Penalty: 5191.764160
	Iteration 2Q: 3 clusters Score -3318383 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3318755.500000 Penalty: 5191.764160
	Iteration 3Q: 3 clusters Score -3318756 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3319115.750000 Penalty: 5191.764160
	Iteration 4Q: 3 clusters Score -3319116 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3319462.250000 Penalty: 5191.764160
	Iteration 5Q: 3 clusters Score -3319462 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3319860.750000 Penalty: 5191.764160
	Iteration 6Q: 3 clusters Score -3319861 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3320291.250000 Penalty: 5191.764160
	Iteration 7Q: 3 clusters Score -3320291 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3320797.750000 Penalty: 5191.764160
	Iteration 8Q: 3 clusters Score -3320798 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3321367.250000 Penalty: 5191.764160
	Iteration 9Q: 3 clusters Score -3321367 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3322013.000000 Penalty: 5191.764160
	Iteration 10Q: 3 clusters Score -3322013 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3322707.250000 Penalty: 5191.764160
	Iteration 11Q: 3 clusters Score -3322707 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3323446.000000 Penalty: 5191.764160
	Iteration 12Q: 3 clusters Score -3323446 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3324149.500000 Penalty: 5191.764160
	Iteration 13Q: 3 clusters Score -3324150 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3324828.000000 Penalty: 5191.764160
	Iteration 14Q: 3 clusters Score -3324828 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3325514.500000 Penalty: 5191.764160
	Iteration 15Q: 3 clusters Score -3325514 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3326240.000000 Penalty: 5191.764160
	Iteration 16Q: 3 clusters Score -3326240 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3326999.500000 Penalty: 5191.764160
	Iteration 17Q: 3 clusters Score -3327000 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3327719.000000 Penalty: 5191.764160
	Iteration 18Q: 3 clusters Score -3327719 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3328468.500000 Penalty: 5191.764160
	Iteration 19Q: 3 clusters Score -3328468 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3329190.000000 Penalty: 5191.764160
	Iteration 20F: 3 clusters Score -3329190 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3329825.500000 Penalty: 5191.764160
	Iteration 21Q: 3 clusters Score -3329826 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3330280.500000 Penalty: 5191.764160
	Iteration 22Q: 3 clusters Score -3330280 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3330559.750000 Penalty: 5191.764160
	Iteration 23Q: 3 clusters Score -3330560 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -3330754.500000 Penalty: 5191.764160
	Iteration 24Q: 3 clusters Score -3330754 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3330900.750000 Penalty: 5191.764160
	Iteration 25Q: 3 clusters Score -3330901 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -3330966.250000 Penalty: 5191.764160
	Iteration 26Q: 3 clusters Score -3330966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -3331000.000000 Penalty: 5191.764160
	Iteration 27Q: 3 clusters Score -3331000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -3331033.750000 Penalty: 5191.764160
	Iteration 28Q: 3 clusters Score -3331034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -3331068.250000 Penalty: 5191.764160
	Iteration 29Q: 3 clusters Score -3331068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3331090.500000 Penalty: 5191.764160
	Iteration 30Q: 3 clusters Score -3331090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -3331105.750000 Penalty: 5191.764160
	Iteration 31Q: 3 clusters Score -3331106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3331120.500000 Penalty: 5191.764160
	Iteration 32Q: 3 clusters Score -3331120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -3331131.250000 Penalty: 5191.764160
	Iteration 33Q: 3 clusters Score -3331131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3331139.250000 Penalty: 5191.764160
	Iteration 34Q: 3 clusters Score -3331139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -3331149.750000 Penalty: 5191.764160
	Iteration 35Q: 3 clusters Score -3331150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -3331157.750000 Penalty: 5191.764160
	Iteration 36Q: 3 clusters Score -3331158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -3331166.250000 Penalty: 5191.764160
	Iteration 37Q: 3 clusters Score -3331166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -3331168.000000 Penalty: 5191.764160
	Iteration 38Q: 3 clusters Score -3331168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -3331173.250000 Penalty: 5191.764160
	Iteration 39Q: 3 clusters Score -3331173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -3331178.000000 Penalty: 5191.764160
	Iteration 40F: 3 clusters Score -3331178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -3331179.000000 Penalty: 5191.764160
	Iteration 41Q: 3 clusters Score -3331179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -3331185.500000 Penalty: 5191.764160
	Iteration 42Q: 3 clusters Score -3331186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3331190.000000 Penalty: 5191.764160
	Iteration 43Q: 3 clusters Score -3331190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -3331187.250000 Penalty: 5191.764160
	Iteration 44Q: 3 clusters Score -3331187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -3331190.500000 Penalty: 5191.764160
	Iteration 45Q: 3 clusters Score -3331190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3331189.500000 Penalty: 5191.764160
	Iteration 46Q: 3 clusters Score -3331190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -3331192.750000 Penalty: 5191.764160
	Iteration 47Q: 3 clusters Score -3331193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -3331190.500000 Penalty: 5191.764160
	Iteration 48Q: 3 clusters Score -3331190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -3331190.500000 Penalty: 5191.764160
	Iteration 49F: 3 clusters Score -3331190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -324707.062500 Penalty: 2032.647949
	Iteration 0F: 2 clusters Score -324707.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -321121.500000 Penalty: 4065.295898
	Iteration 0F: 3 clusters Score -321121.5 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -321897.343750 Penalty: 4065.295898
	Iteration 1F: 3 clusters Score -321897.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -322061.625000 Penalty: 4065.295898
	Iteration 2F: 3 clusters Score -322061.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322159.062500 Penalty: 4065.295898
	Iteration 3Q: 3 clusters Score -322159.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -322249.218750 Penalty: 4065.295898
	Iteration 4Q: 3 clusters Score -322249.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -322355.968750 Penalty: 4065.295898
	Iteration 5Q: 3 clusters Score -322356 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -322469.062500 Penalty: 4065.295898
	Iteration 6Q: 3 clusters Score -322469.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -322593.593750 Penalty: 4065.295898
	Iteration 7Q: 3 clusters Score -322593.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -322711.593750 Penalty: 4065.295898
	Iteration 8Q: 3 clusters Score -322711.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -322844.281250 Penalty: 4065.295898
	Iteration 9Q: 3 clusters Score -322844.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -323010.718750 Penalty: 4065.295898
	Iteration 10Q: 3 clusters Score -323010.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -323147.218750 Penalty: 4065.295898
	Iteration 11Q: 3 clusters Score -323147.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -323265.500000 Penalty: 4065.295898
	Iteration 12Q: 3 clusters Score -323265.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -323364.687500 Penalty: 4065.295898
	Iteration 13Q: 3 clusters Score -323364.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -323418.656250 Penalty: 4065.295898
	Iteration 14Q: 3 clusters Score -323418.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -323450.125000 Penalty: 4065.295898
	Iteration 15Q: 3 clusters Score -323450.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -323479.531250 Penalty: 4065.295898
	Iteration 16Q: 3 clusters Score -323479.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -323499.562500 Penalty: 4065.295898
	Iteration 17Q: 3 clusters Score -323499.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -323509.687500 Penalty: 4065.295898
	Iteration 18Q: 3 clusters Score -323509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -323513.781250 Penalty: 4065.295898
	Iteration 19Q: 3 clusters Score -323513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -323516.500000 Penalty: 4065.295898
	Iteration 20F: 3 clusters Score -323516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -323518.500000 Penalty: 4065.295898
	Iteration 21Q: 3 clusters Score -323518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -323521.187500 Penalty: 4065.295898
	Iteration 22Q: 3 clusters Score -323521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -323520.937500 Penalty: 4065.295898
	Iteration 23Q: 3 clusters Score -323520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -323521.500000 Penalty: 4065.295898
	Iteration 24Q: 3 clusters Score -323521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -323521.500000 Penalty: 4065.295898
	Iteration 25F: 3 clusters Score -323521.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 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 423 members 
Entering Unmasked Estep 
Score: -65606.687500 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65606.69 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65966.585938 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -65966.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66190.375000 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -66190.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66320.765625 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -66320.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66428.625000 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -66428.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66500.187500 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -66500.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66567.328125 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -66567.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66621.859375 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -66621.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66690.054688 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -66690.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66756.671875 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -66756.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66839.515625 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -66839.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66946.656250 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -66946.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67143.570312 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -67143.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67236.656250 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -67236.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67275.312500 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -67275.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67283.320312 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -67283.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67284.703125 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -67284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67284.703125 Penalty: 3329.023193
	Iteration 17F: 3 clusters Score -67284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Entering Unmasked Estep 
Score: -1001031.187500 Penalty: 2312.447021
	Iteration 0F: 2 clusters Score -1001031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -992552.250000 Penalty: 4624.894043
	Iteration 0F: 3 clusters Score -992552.2 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -995155.687500 Penalty: 4624.894043
	Iteration 1F: 3 clusters Score -995155.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -995478.625000 Penalty: 4624.894043
	Iteration 2F: 3 clusters Score -995478.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -995768.937500 Penalty: 4624.894043
	Iteration 3F: 3 clusters Score -995768.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -996069.562500 Penalty: 4624.894043
	Iteration 4F: 3 clusters Score -996069.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -996451.250000 Penalty: 4624.894043
	Iteration 5F: 3 clusters Score -996451.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -996937.187500 Penalty: 4624.894043
	Iteration 6F: 3 clusters Score -996937.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -997448.000000 Penalty: 4624.894043
	Iteration 7F: 3 clusters Score -997448 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -997955.625000 Penalty: 4624.894043
	Iteration 8F: 3 clusters Score -997955.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -998357.500000 Penalty: 4624.894043
	Iteration 9F: 3 clusters Score -998357.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -998638.187500 Penalty: 4624.894043
	Iteration 10Q: 3 clusters Score -998638.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -998849.500000 Penalty: 4624.894043
	Iteration 11Q: 3 clusters Score -998849.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -999017.375000 Penalty: 4624.894043
	Iteration 12Q: 3 clusters Score -999017.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -999144.875000 Penalty: 4624.894043
	Iteration 13Q: 3 clusters Score -999144.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -999236.437500 Penalty: 4624.894043
	Iteration 14Q: 3 clusters Score -999236.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -999302.125000 Penalty: 4624.894043
	Iteration 15Q: 3 clusters Score -999302.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -999375.687500 Penalty: 4624.894043
	Iteration 16Q: 3 clusters Score -999375.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -999450.750000 Penalty: 4624.894043
	Iteration 17Q: 3 clusters Score -999450.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -999509.875000 Penalty: 4624.894043
	Iteration 18Q: 3 clusters Score -999509.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -999565.250000 Penalty: 4624.894043
	Iteration 19Q: 3 clusters Score -999565.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -999606.625000 Penalty: 4624.894043
	Iteration 20F: 3 clusters Score -999606.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -999638.750000 Penalty: 4624.894043
	Iteration 21Q: 3 clusters Score -999638.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -999660.187500 Penalty: 4624.894043
	Iteration 22Q: 3 clusters Score -999660.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -999683.500000 Penalty: 4624.894043
	Iteration 23Q: 3 clusters Score -999683.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -999699.062500 Penalty: 4624.894043
	Iteration 24Q: 3 clusters Score -999699.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -999711.125000 Penalty: 4624.894043
	Iteration 25Q: 3 clusters Score -999711.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -999723.937500 Penalty: 4624.894043
	Iteration 26Q: 3 clusters Score -999723.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -999733.375000 Penalty: 4624.894043
	Iteration 27Q: 3 clusters Score -999733.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -999742.625000 Penalty: 4624.894043
	Iteration 28Q: 3 clusters Score -999742.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -999749.062500 Penalty: 4624.894043
	Iteration 29Q: 3 clusters Score -999749.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -999758.625000 Penalty: 4624.894043
	Iteration 30Q: 3 clusters Score -999758.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -999761.437500 Penalty: 4624.894043
	Iteration 31Q: 3 clusters Score -999761.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -999769.187500 Penalty: 4624.894043
	Iteration 32Q: 3 clusters Score -999769.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -999773.812500 Penalty: 4624.894043
	Iteration 33Q: 3 clusters Score -999773.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -999776.125000 Penalty: 4624.894043
	Iteration 34Q: 3 clusters Score -999776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -999777.500000 Penalty: 4624.894043
	Iteration 35Q: 3 clusters Score -999777.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -999780.812500 Penalty: 4624.894043
	Iteration 36Q: 3 clusters Score -999780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -999783.937500 Penalty: 4624.894043
	Iteration 37Q: 3 clusters Score -999783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -999787.250000 Penalty: 4624.894043
	Iteration 38Q: 3 clusters Score -999787.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -999791.250000 Penalty: 4624.894043
	Iteration 39Q: 3 clusters Score -999791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -999796.000000 Penalty: 4624.894043
	Iteration 40F: 3 clusters Score -999796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -999801.500000 Penalty: 4624.894043
	Iteration 41Q: 3 clusters Score -999801.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -999808.875000 Penalty: 4624.894043
	Iteration 42Q: 3 clusters Score -999808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -999810.625000 Penalty: 4624.894043
	Iteration 43Q: 3 clusters Score -999810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -999814.687500 Penalty: 4624.894043
	Iteration 44Q: 3 clusters Score -999814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -999815.562500 Penalty: 4624.894043
	Iteration 45Q: 3 clusters Score -999815.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -999822.625000 Penalty: 4624.894043
	Iteration 46Q: 3 clusters Score -999822.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -999823.187500 Penalty: 4624.894043
	Iteration 47Q: 3 clusters Score -999823.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -999831.812500 Penalty: 4624.894043
	Iteration 48Q: 3 clusters Score -999831.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -999838.812500 Penalty: 4624.894043
	Iteration 49Q: 3 clusters Score -999838.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -999842.187500 Penalty: 4624.894043
	Iteration 50Q: 3 clusters Score -999842.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -999848.625000 Penalty: 4624.894043
	Iteration 51Q: 3 clusters Score -999848.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -999853.937500 Penalty: 4624.894043
	Iteration 52Q: 3 clusters Score -999853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -999857.812500 Penalty: 4624.894043
	Iteration 53Q: 3 clusters Score -999857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -999860.625000 Penalty: 4624.894043
	Iteration 54Q: 3 clusters Score -999860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -999864.375000 Penalty: 4624.894043
	Iteration 55Q: 3 clusters Score -999864.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -999865.062500 Penalty: 4624.894043
	Iteration 56Q: 3 clusters Score -999865.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -999870.000000 Penalty: 4624.894043
	Iteration 57Q: 3 clusters Score -999870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -999870.187500 Penalty: 4624.894043
	Iteration 58Q: 3 clusters Score -999870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -999871.875000 Penalty: 4624.894043
	Iteration 59Q: 3 clusters Score -999871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -999872.937500 Penalty: 4624.894043
	Iteration 60F: 3 clusters Score -999872.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -999874.062500 Penalty: 4624.894043
	Iteration 61Q: 3 clusters Score -999874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -999874.312500 Penalty: 4624.894043
	Iteration 62Q: 3 clusters Score -999874.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -999874.312500 Penalty: 4624.894043
	Iteration 63F: 3 clusters Score -999874.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Entering Unmasked Estep 
Score: -5069892.500000 Penalty: 2710.914062
	Iteration 0F: 2 clusters Score -5069892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5032082.000000 Penalty: 5421.828125
	Iteration 0F: 3 clusters Score -5032082 nChanged 25989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5046657.500000 Penalty: 5421.828125
	Iteration 1F: 3 clusters Score -5046658 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -5047292.500000 Penalty: 5421.828125
	Iteration 2Q: 3 clusters Score -5047292 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -5047951.500000 Penalty: 5421.828125
	Iteration 3Q: 3 clusters Score -5047952 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -5048672.000000 Penalty: 5421.828125
	Iteration 4Q: 3 clusters Score -5048672 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -5049660.500000 Penalty: 5421.828125
	Iteration 5Q: 3 clusters Score -5049660 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -5050985.500000 Penalty: 5421.828125
	Iteration 6Q: 3 clusters Score -5050986 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -5053063.000000 Penalty: 5421.828125
	Iteration 7F: 3 clusters Score -5053063 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5055760.000000 Penalty: 5421.828125
	Iteration 8F: 3 clusters Score -5055760 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -5058866.000000 Penalty: 5421.828125
	Iteration 9F: 3 clusters Score -5058866 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -5061726.500000 Penalty: 5421.828125
	Iteration 10F: 3 clusters Score -5061726 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -5063779.000000 Penalty: 5421.828125
	Iteration 11Q: 3 clusters Score -5063779 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -5065074.500000 Penalty: 5421.828125
	Iteration 12Q: 3 clusters Score -5065074 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -5065855.000000 Penalty: 5421.828125
	Iteration 13Q: 3 clusters Score -5065855 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -5066362.000000 Penalty: 5421.828125
	Iteration 14Q: 3 clusters Score -5066362 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -5066739.500000 Penalty: 5421.828125
	Iteration 15Q: 3 clusters Score -5066740 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -5067036.000000 Penalty: 5421.828125
	Iteration 16Q: 3 clusters Score -5067036 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -5067293.000000 Penalty: 5421.828125
	Iteration 17Q: 3 clusters Score -5067293 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -5067504.000000 Penalty: 5421.828125
	Iteration 18Q: 3 clusters Score -5067504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -5067675.500000 Penalty: 5421.828125
	Iteration 19Q: 3 clusters Score -5067676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -5067802.500000 Penalty: 5421.828125
	Iteration 20F: 3 clusters Score -5067802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -5067895.500000 Penalty: 5421.828125
	Iteration 21Q: 3 clusters Score -5067896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -5067959.500000 Penalty: 5421.828125
	Iteration 22Q: 3 clusters Score -5067960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -5067993.500000 Penalty: 5421.828125
	Iteration 23Q: 3 clusters Score -5067994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -5068014.000000 Penalty: 5421.828125
	Iteration 24Q: 3 clusters Score -5068014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -5068035.500000 Penalty: 5421.828125
	Iteration 25Q: 3 clusters Score -5068036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -5068046.000000 Penalty: 5421.828125
	Iteration 26Q: 3 clusters Score -5068046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -5068056.000000 Penalty: 5421.828125
	Iteration 27Q: 3 clusters Score -5068056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -5068064.500000 Penalty: 5421.828125
	Iteration 28Q: 3 clusters Score -5068064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -5068081.500000 Penalty: 5421.828125
	Iteration 29Q: 3 clusters Score -5068082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -5068085.000000 Penalty: 5421.828125
	Iteration 30Q: 3 clusters Score -5068085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -5068096.000000 Penalty: 5421.828125
	Iteration 31Q: 3 clusters Score -5068096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -5068096.000000 Penalty: 5421.828125
	Iteration 32Q: 3 clusters Score -5068096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -5068099.000000 Penalty: 5421.828125
	Iteration 33Q: 3 clusters Score -5068099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -5068102.500000 Penalty: 5421.828125
	Iteration 34Q: 3 clusters Score -5068102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -5068104.500000 Penalty: 5421.828125
	Iteration 35Q: 3 clusters Score -5068104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -5068104.500000 Penalty: 5421.828125
	Iteration 36Q: 3 clusters Score -5068104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -5068103.000000 Penalty: 5421.828125
	Iteration 37Q: 3 clusters Score -5068103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -5068108.500000 Penalty: 5421.828125
	Iteration 38Q: 3 clusters Score -5068108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -5068106.000000 Penalty: 5421.828125
	Iteration 39Q: 3 clusters Score -5068106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -5068107.500000 Penalty: 5421.828125
	Iteration 40F: 3 clusters Score -5068108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -5068109.500000 Penalty: 5421.828125
	Iteration 41Q: 3 clusters Score -5068110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -5068109.500000 Penalty: 5421.828125
	Iteration 42F: 3 clusters Score -5068110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 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 509 members 
Entering Unmasked Estep 
Score: -81251.843750 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81251.84 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -81557.648438 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81557.65 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -81697.554688 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81697.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -81831.031250 Penalty: 3428.226807
	Iteration 3F: 3 clusters Score -81831.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -81933.328125 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -81933.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82015.968750 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -82015.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -82074.640625 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -82074.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82141.406250 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -82141.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82185.468750 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -82185.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82223.500000 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -82223.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82252.531250 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -82252.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82266.960938 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -82266.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82275.906250 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -82275.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82283.898438 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -82283.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -82296.703125 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -82296.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82307.773438 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -82307.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82312.781250 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -82312.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -82319.835938 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -82319.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82330.648438 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -82330.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82340.148438 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -82340.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82346.156250 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -82346.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82352.414062 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -82352.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82354.195312 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -82354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82359.093750 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -82359.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82368.375000 Penalty: 3428.226807
	Iteration 24Q: 3 clusters Score -82368.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -82381.835938 Penalty: 3428.226807
	Iteration 25Q: 3 clusters Score -82381.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82388.835938 Penalty: 3428.226807
	Iteration 26Q: 3 clusters Score -82388.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82390.171875 Penalty: 3428.226807
	Iteration 27Q: 3 clusters Score -82390.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82394.148438 Penalty: 3428.226807
	Iteration 28Q: 3 clusters Score -82394.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82397.281250 Penalty: 3428.226807
	Iteration 29Q: 3 clusters Score -82397.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82397.281250 Penalty: 3428.226807
	Iteration 30F: 3 clusters Score -82397.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -139568.187500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -139568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -137174.734375 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -137174.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -137738.078125 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -137738.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138027.781250 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -138027.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -138293.296875 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -138293.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -138623.296875 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -138623.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139033.500000 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -139033.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139302.890625 Penalty: 3689.146484
	Iteration 6F: 3 clusters Score -139302.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139567.187500 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -139567.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139802.890625 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -139802.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139978.859375 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -139978.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140081.296875 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -140081.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140145.531250 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -140145.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140216.046875 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -140216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -140270.546875 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -140270.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140323.265625 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -140323.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140341.328125 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -140341.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140352.312500 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -140352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140365.484375 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -140365.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -140375.140625 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -140375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -140381.468750 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -140381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -140387.281250 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -140387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140390.062500 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -140390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140394.531250 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -140394.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140405.453125 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -140405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -140407.953125 Penalty: 3689.146484
	Iteration 24Q: 3 clusters Score -140408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140408.906250 Penalty: 3689.146484
	Iteration 25Q: 3 clusters Score -140408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140408.906250 Penalty: 3689.146484
	Iteration 26F: 3 clusters Score -140408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 55888 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 163826 members 
Mstep: Class 22 contains 134447 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95088 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 552 members 
Entering Unmasked Estep 
Score: -93621216.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93622288.000000 to -93621216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Entering Unmasked Estep 
Score: -2205359.750000 Penalty: 2509.442627
	Iteration 0F: 2 clusters Score -2205360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2188169.500000 Penalty: 5018.885254
	Iteration 0F: 3 clusters Score -2188170 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2194140.750000 Penalty: 5018.885254
	Iteration 1F: 3 clusters Score -2194141 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2194596.750000 Penalty: 5018.885254
	Iteration 2Q: 3 clusters Score -2194597 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2195053.250000 Penalty: 5018.885254
	Iteration 3Q: 3 clusters Score -2195053 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2195558.500000 Penalty: 5018.885254
	Iteration 4Q: 3 clusters Score -2195558 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2196179.250000 Penalty: 5018.885254
	Iteration 5Q: 3 clusters Score -2196179 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2196949.250000 Penalty: 5018.885254
	Iteration 6F: 3 clusters Score -2196949 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2197885.000000 Penalty: 5018.885254
	Iteration 7F: 3 clusters Score -2197885 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2198892.500000 Penalty: 5018.885254
	Iteration 8F: 3 clusters Score -2198892 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2199845.500000 Penalty: 5018.885254
	Iteration 9F: 3 clusters Score -2199846 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2200738.000000 Penalty: 5018.885254
	Iteration 10Q: 3 clusters Score -2200738 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2201416.000000 Penalty: 5018.885254
	Iteration 11Q: 3 clusters Score -2201416 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2201863.000000 Penalty: 5018.885254
	Iteration 12Q: 3 clusters Score -2201863 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2202188.000000 Penalty: 5018.885254
	Iteration 13Q: 3 clusters Score -2202188 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2202429.500000 Penalty: 5018.885254
	Iteration 14Q: 3 clusters Score -2202430 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2202597.250000 Penalty: 5018.885254
	Iteration 15Q: 3 clusters Score -2202597 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2202748.250000 Penalty: 5018.885254
	Iteration 16Q: 3 clusters Score -2202748 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2202864.000000 Penalty: 5018.885254
	Iteration 17Q: 3 clusters Score -2202864 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2202942.250000 Penalty: 5018.885254
	Iteration 18Q: 3 clusters Score -2202942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2202988.500000 Penalty: 5018.885254
	Iteration 19Q: 3 clusters Score -2202988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2203021.500000 Penalty: 5018.885254
	Iteration 20F: 3 clusters Score -2203022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2203036.750000 Penalty: 5018.885254
	Iteration 21Q: 3 clusters Score -2203037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2203059.000000 Penalty: 5018.885254
	Iteration 22Q: 3 clusters Score -2203059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2203083.000000 Penalty: 5018.885254
	Iteration 23Q: 3 clusters Score -2203083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2203097.000000 Penalty: 5018.885254
	Iteration 24Q: 3 clusters Score -2203097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2203107.000000 Penalty: 5018.885254
	Iteration 25Q: 3 clusters Score -2203107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2203120.500000 Penalty: 5018.885254
	Iteration 26Q: 3 clusters Score -2203120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2203134.000000 Penalty: 5018.885254
	Iteration 27Q: 3 clusters Score -2203134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2203144.500000 Penalty: 5018.885254
	Iteration 28Q: 3 clusters Score -2203144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2203156.500000 Penalty: 5018.885254
	Iteration 29Q: 3 clusters Score -2203156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2203156.750000 Penalty: 5018.885254
	Iteration 30Q: 3 clusters Score -2203157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2203160.000000 Penalty: 5018.885254
	Iteration 31Q: 3 clusters Score -2203160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2203168.000000 Penalty: 5018.885254
	Iteration 32Q: 3 clusters Score -2203168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2203177.000000 Penalty: 5018.885254
	Iteration 33Q: 3 clusters Score -2203177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2203181.500000 Penalty: 5018.885254
	Iteration 34Q: 3 clusters Score -2203182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2203179.250000 Penalty: 5018.885254
	Iteration 35Q: 3 clusters Score -2203179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2203183.250000 Penalty: 5018.885254
	Iteration 36Q: 3 clusters Score -2203183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2203181.250000 Penalty: 5018.885254
	Iteration 37Q: 3 clusters Score -2203181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2203181.750000 Penalty: 5018.885254
	Iteration 38Q: 3 clusters Score -2203182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2203184.000000 Penalty: 5018.885254
	Iteration 39Q: 3 clusters Score -2203184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2203186.500000 Penalty: 5018.885254
	Iteration 40F: 3 clusters Score -2203186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2203186.500000 Penalty: 5018.885254
	Iteration 41Q: 3 clusters Score -2203186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2203187.000000 Penalty: 5018.885254
	Iteration 42Q: 3 clusters Score -2203187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2203192.500000 Penalty: 5018.885254
	Iteration 43Q: 3 clusters Score -2203192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2203194.000000 Penalty: 5018.885254
	Iteration 44Q: 3 clusters Score -2203194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2203194.500000 Penalty: 5018.885254
	Iteration 45Q: 3 clusters Score -2203194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2203198.250000 Penalty: 5018.885254
	Iteration 46Q: 3 clusters Score -2203198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2203199.500000 Penalty: 5018.885254
	Iteration 47Q: 3 clusters Score -2203200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2203208.750000 Penalty: 5018.885254
	Iteration 48Q: 3 clusters Score -2203209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -2203208.250000 Penalty: 5018.885254
	Iteration 49Q: 3 clusters Score -2203208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2203211.500000 Penalty: 5018.885254
	Iteration 50Q: 3 clusters Score -2203212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2203212.000000 Penalty: 5018.885254
	Iteration 51Q: 3 clusters Score -2203212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2203216.250000 Penalty: 5018.885254
	Iteration 52Q: 3 clusters Score -2203216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2203216.250000 Penalty: 5018.885254
	Iteration 53Q: 3 clusters Score -2203216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -2203216.500000 Penalty: 5018.885254
	Iteration 54Q: 3 clusters Score -2203216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -2203215.250000 Penalty: 5018.885254
	Iteration 55Q: 3 clusters Score -2203215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2203222.000000 Penalty: 5018.885254
	Iteration 56Q: 3 clusters Score -2203222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2203225.250000 Penalty: 5018.885254
	Iteration 57Q: 3 clusters Score -2203225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -2203227.750000 Penalty: 5018.885254
	Iteration 58Q: 3 clusters Score -2203228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2203229.750000 Penalty: 5018.885254
	Iteration 59Q: 3 clusters Score -2203230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2203231.250000 Penalty: 5018.885254
	Iteration 60F: 3 clusters Score -2203231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2203231.000000 Penalty: 5018.885254
	Iteration 61Q: 3 clusters Score -2203231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -2203231.750000 Penalty: 5018.885254
	Iteration 62Q: 3 clusters Score -2203232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2203237.750000 Penalty: 5018.885254
	Iteration 63Q: 3 clusters Score -2203238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2203239.250000 Penalty: 5018.885254
	Iteration 64Q: 3 clusters Score -2203239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -2203242.750000 Penalty: 5018.885254
	Iteration 65Q: 3 clusters Score -2203243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2203245.250000 Penalty: 5018.885254
	Iteration 66Q: 3 clusters Score -2203245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2203246.250000 Penalty: 5018.885254
	Iteration 67Q: 3 clusters Score -2203246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2203248.000000 Penalty: 5018.885254
	Iteration 68Q: 3 clusters Score -2203248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2203250.750000 Penalty: 5018.885254
	Iteration 69Q: 3 clusters Score -2203251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -2203255.000000 Penalty: 5018.885254
	Iteration 70Q: 3 clusters Score -2203255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2203259.000000 Penalty: 5018.885254
	Iteration 71Q: 3 clusters Score -2203259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2203264.500000 Penalty: 5018.885254
	Iteration 72Q: 3 clusters Score -2203264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2203264.000000 Penalty: 5018.885254
	Iteration 73Q: 3 clusters Score -2203264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2203266.250000 Penalty: 5018.885254
	Iteration 74Q: 3 clusters Score -2203266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2203266.500000 Penalty: 5018.885254
	Iteration 75Q: 3 clusters Score -2203266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2203267.250000 Penalty: 5018.885254
	Iteration 76Q: 3 clusters Score -2203267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2203269.500000 Penalty: 5018.885254
	Iteration 77Q: 3 clusters Score -2203270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2203271.250000 Penalty: 5018.885254
	Iteration 78Q: 3 clusters Score -2203271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2203270.000000 Penalty: 5018.885254
	Iteration 79Q: 3 clusters Score -2203270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2203270.000000 Penalty: 5018.885254
	Iteration 80F: 3 clusters Score -2203270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Entering Unmasked Estep 
Score: -1213061.250000 Penalty: 2367.237305
	Iteration 0F: 2 clusters Score -1213061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1202810.000000 Penalty: 4734.474609
	Iteration 0F: 3 clusters Score -1202810 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1206253.375000 Penalty: 4734.474609
	Iteration 1F: 3 clusters Score -1206253 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1207028.000000 Penalty: 4734.474609
	Iteration 2F: 3 clusters Score -1207028 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1208128.750000 Penalty: 4734.474609
	Iteration 3F: 3 clusters Score -1208129 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1209425.500000 Penalty: 4734.474609
	Iteration 4F: 3 clusters Score -1209426 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1210420.875000 Penalty: 4734.474609
	Iteration 5F: 3 clusters Score -1210421 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1211005.375000 Penalty: 4734.474609
	Iteration 6F: 3 clusters Score -1211005 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1211342.375000 Penalty: 4734.474609
	Iteration 7Q: 3 clusters Score -1211342 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1211597.625000 Penalty: 4734.474609
	Iteration 8Q: 3 clusters Score -1211598 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1211753.875000 Penalty: 4734.474609
	Iteration 9Q: 3 clusters Score -1211754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1211828.000000 Penalty: 4734.474609
	Iteration 10Q: 3 clusters Score -1211828 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1211877.125000 Penalty: 4734.474609
	Iteration 11Q: 3 clusters Score -1211877 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1211912.500000 Penalty: 4734.474609
	Iteration 12Q: 3 clusters Score -1211912 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1211936.250000 Penalty: 4734.474609
	Iteration 13Q: 3 clusters Score -1211936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1211952.750000 Penalty: 4734.474609
	Iteration 14Q: 3 clusters Score -1211953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1211974.000000 Penalty: 4734.474609
	Iteration 15Q: 3 clusters Score -1211974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1211979.625000 Penalty: 4734.474609
	Iteration 16Q: 3 clusters Score -1211980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1211994.875000 Penalty: 4734.474609
	Iteration 17Q: 3 clusters Score -1211995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1212000.250000 Penalty: 4734.474609
	Iteration 18Q: 3 clusters Score -1212000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1212011.875000 Penalty: 4734.474609
	Iteration 19Q: 3 clusters Score -1212012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1212021.000000 Penalty: 4734.474609
	Iteration 20F: 3 clusters Score -1212021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1212029.375000 Penalty: 4734.474609
	Iteration 21Q: 3 clusters Score -1212029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1212038.250000 Penalty: 4734.474609
	Iteration 22Q: 3 clusters Score -1212038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1212045.125000 Penalty: 4734.474609
	Iteration 23Q: 3 clusters Score -1212045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1212052.125000 Penalty: 4734.474609
	Iteration 24Q: 3 clusters Score -1212052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1212059.750000 Penalty: 4734.474609
	Iteration 25Q: 3 clusters Score -1212060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1212062.750000 Penalty: 4734.474609
	Iteration 26Q: 3 clusters Score -1212063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1212065.500000 Penalty: 4734.474609
	Iteration 27Q: 3 clusters Score -1212066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1212066.375000 Penalty: 4734.474609
	Iteration 28Q: 3 clusters Score -1212066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1212068.000000 Penalty: 4734.474609
	Iteration 29Q: 3 clusters Score -1212068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1212075.125000 Penalty: 4734.474609
	Iteration 30Q: 3 clusters Score -1212075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1212080.125000 Penalty: 4734.474609
	Iteration 31Q: 3 clusters Score -1212080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1212079.000000 Penalty: 4734.474609
	Iteration 32Q: 3 clusters Score -1212079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1212080.625000 Penalty: 4734.474609
	Iteration 33Q: 3 clusters Score -1212081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1212082.375000 Penalty: 4734.474609
	Iteration 34Q: 3 clusters Score -1212082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1212082.250000 Penalty: 4734.474609
	Iteration 35Q: 3 clusters Score -1212082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1212083.375000 Penalty: 4734.474609
	Iteration 36Q: 3 clusters Score -1212083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1212082.375000 Penalty: 4734.474609
	Iteration 37Q: 3 clusters Score -1212082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1212085.750000 Penalty: 4734.474609
	Iteration 38Q: 3 clusters Score -1212086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1212089.375000 Penalty: 4734.474609
	Iteration 39Q: 3 clusters Score -1212089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1212088.375000 Penalty: 4734.474609
	Iteration 40F: 3 clusters Score -1212088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1212090.375000 Penalty: 4734.474609
	Iteration 41Q: 3 clusters Score -1212090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1212090.875000 Penalty: 4734.474609
	Iteration 42Q: 3 clusters Score -1212091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1212090.500000 Penalty: 4734.474609
	Iteration 43Q: 3 clusters Score -1212090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1212091.250000 Penalty: 4734.474609
	Iteration 44Q: 3 clusters Score -1212091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1212090.125000 Penalty: 4734.474609
	Iteration 45Q: 3 clusters Score -1212090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1212090.125000 Penalty: 4734.474609
	Iteration 46F: 3 clusters Score -1212090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438569 members 
Entering Unmasked Estep 
Score: -40296500.000000 Penalty: 3221.835449
	Iteration 0F: 2 clusters Score -4.02965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219136 members 
Mstep: Class 2 contains 219433 members 
Entering Unmasked Estep 
Score: -40000708.000000 Penalty: 6443.670898
	Iteration 0F: 3 clusters Score -4.000071e+07 nChanged 213786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216596 members 
Mstep: Class 2 contains 221973 members 
Entering Unmasked Estep 
Score: -40128412.000000 Penalty: 6443.670898
	Iteration 1F: 3 clusters Score -4.012841e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214959 members 
Mstep: Class 2 contains 223610 members 
Entering Unmasked Estep 
Score: -40130076.000000 Penalty: 6443.670898
	Iteration 2Q: 3 clusters Score -4.013008e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212351 members 
Mstep: Class 2 contains 226218 members 
Entering Unmasked Estep 
Score: -40132100.000000 Penalty: 6443.670898
	Iteration 3Q: 3 clusters Score -4.01321e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208445 members 
Mstep: Class 2 contains 230124 members 
Entering Unmasked Estep 
Score: -40134256.000000 Penalty: 6443.670898
	Iteration 4Q: 3 clusters Score -4.013426e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202637 members 
Mstep: Class 2 contains 235932 members 
Entering Unmasked Estep 
Score: -40137656.000000 Penalty: 6443.670898
	Iteration 5Q: 3 clusters Score -4.013766e+07 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194283 members 
Mstep: Class 2 contains 244286 members 
Entering Unmasked Estep 
Score: -40141888.000000 Penalty: 6443.670898
	Iteration 6Q: 3 clusters Score -4.014189e+07 nChanged 17388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 256634 members 
Entering Unmasked Estep 
Score: -40149632.000000 Penalty: 6443.670898
	Iteration 7Q: 3 clusters Score -4.014963e+07 nChanged 21760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 274304 members 
Entering Unmasked Estep 
Score: -40161480.000000 Penalty: 6443.670898
	Iteration 8Q: 3 clusters Score -4.016148e+07 nChanged 26395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140986 members 
Mstep: Class 2 contains 297583 members 
Entering Unmasked Estep 
Score: -40180972.000000 Penalty: 6443.670898
	Iteration 9F: 3 clusters Score -4.018097e+07 nChanged 29610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113568 members 
Mstep: Class 2 contains 325001 members 
Entering Unmasked Estep 
Score: -40204440.000000 Penalty: 6443.670898
	Iteration 10F: 3 clusters Score -4.020444e+07 nChanged 29066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 352887 members 
Entering Unmasked Estep 
Score: -40228336.000000 Penalty: 6443.670898
	Iteration 11F: 3 clusters Score -4.022834e+07 nChanged 25086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 377457 members 
Entering Unmasked Estep 
Score: -40249104.000000 Penalty: 6443.670898
	Iteration 12F: 3 clusters Score -4.02491e+07 nChanged 19861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 397202 members 
Entering Unmasked Estep 
Score: -40265376.000000 Penalty: 6443.670898
	Iteration 13Q: 3 clusters Score -4.026538e+07 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 411701 members 
Entering Unmasked Estep 
Score: -40276572.000000 Penalty: 6443.670898
	Iteration 14Q: 3 clusters Score -4.027657e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 421633 members 
Entering Unmasked Estep 
Score: -40283780.000000 Penalty: 6443.670898
	Iteration 15Q: 3 clusters Score -4.028378e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 428100 members 
Entering Unmasked Estep 
Score: -40287968.000000 Penalty: 6443.670898
	Iteration 16Q: 3 clusters Score -4.028797e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 432016 members 
Entering Unmasked Estep 
Score: -40290300.000000 Penalty: 6443.670898
	Iteration 17Q: 3 clusters Score -4.02903e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 434335 members 
Entering Unmasked Estep 
Score: -40291788.000000 Penalty: 6443.670898
	Iteration 18Q: 3 clusters Score -4.029179e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 435685 members 
Entering Unmasked Estep 
Score: -40292608.000000 Penalty: 6443.670898
	Iteration 19Q: 3 clusters Score -4.029261e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 436450 members 
Entering Unmasked Estep 
Score: -40293080.000000 Penalty: 6443.670898
	Iteration 20F: 3 clusters Score -4.029308e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 436882 members 
Entering Unmasked Estep 
Score: -40293328.000000 Penalty: 6443.670898
	Iteration 21Q: 3 clusters Score -4.029333e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 437145 members 
Entering Unmasked Estep 
Score: -40293496.000000 Penalty: 6443.670898
	Iteration 22Q: 3 clusters Score -4.02935e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 437303 members 
Entering Unmasked Estep 
Score: -40293656.000000 Penalty: 6443.670898
	Iteration 23Q: 3 clusters Score -4.029366e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 437406 members 
Entering Unmasked Estep 
Score: -40293716.000000 Penalty: 6443.670898
	Iteration 24Q: 3 clusters Score -4.029372e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 437483 members 
Entering Unmasked Estep 
Score: -40293736.000000 Penalty: 6443.670898
	Iteration 25Q: 3 clusters Score -4.029374e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 437538 members 
Entering Unmasked Estep 
Score: -40293824.000000 Penalty: 6443.670898
	Iteration 26Q: 3 clusters Score -4.029382e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 437590 members 
Entering Unmasked Estep 
Score: -40293872.000000 Penalty: 6443.670898
	Iteration 27Q: 3 clusters Score -4.029387e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 437621 members 
Entering Unmasked Estep 
Score: -40293904.000000 Penalty: 6443.670898
	Iteration 28Q: 3 clusters Score -4.02939e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 437646 members 
Entering Unmasked Estep 
Score: -40293900.000000 Penalty: 6443.670898
	Iteration 29Q: 3 clusters Score -4.02939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 437657 members 
Entering Unmasked Estep 
Score: -40293884.000000 Penalty: 6443.670898
	Iteration 30Q: 3 clusters Score -4.029388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 437665 members 
Entering Unmasked Estep 
Score: -40293880.000000 Penalty: 6443.670898
	Iteration 31Q: 3 clusters Score -4.029388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 437668 members 
Entering Unmasked Estep 
Score: -40293888.000000 Penalty: 6443.670898
	Iteration 32Q: 3 clusters Score -4.029389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 437671 members 
Entering Unmasked Estep 
Score: -40293896.000000 Penalty: 6443.670898
	Iteration 33Q: 3 clusters Score -4.02939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 437672 members 
Entering Unmasked Estep 
Score: -40293908.000000 Penalty: 6443.670898
	Iteration 34Q: 3 clusters Score -4.029391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 437672 members 
Entering Unmasked Estep 
Score: -40293904.000000 Penalty: 6443.670898
	Iteration 35Q: 3 clusters Score -4.02939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 437677 members 
Entering Unmasked Estep 
Score: -40293904.000000 Penalty: 6443.670898
	Iteration 36Q: 3 clusters Score -4.02939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 437681 members 
Entering Unmasked Estep 
Score: -40293900.000000 Penalty: 6443.670898
	Iteration 37Q: 3 clusters Score -4.02939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 437682 members 
Entering Unmasked Estep 
Score: -40293904.000000 Penalty: 6443.670898
	Iteration 38Q: 3 clusters Score -4.02939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 437683 members 
Entering Unmasked Estep 
Score: -40293904.000000 Penalty: 6443.670898
	Iteration 39Q: 3 clusters Score -4.02939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 437686 members 
Entering Unmasked Estep 
Score: -40293920.000000 Penalty: 6443.670898
	Iteration 40F: 3 clusters Score -4.029392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 437689 members 
Entering Unmasked Estep 
Score: -40293924.000000 Penalty: 6443.670898
	Iteration 41Q: 3 clusters Score -4.029392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 437692 members 
Entering Unmasked Estep 
Score: -40293904.000000 Penalty: 6443.670898
	Iteration 42Q: 3 clusters Score -4.02939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 437695 members 
Entering Unmasked Estep 
Score: -40293908.000000 Penalty: 6443.670898
	Iteration 43Q: 3 clusters Score -4.029391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 437698 members 
Entering Unmasked Estep 
Score: -40293884.000000 Penalty: 6443.670898
	Iteration 44Q: 3 clusters Score -4.029388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 437699 members 
Entering Unmasked Estep 
Score: -40293900.000000 Penalty: 6443.670898
	Iteration 45Q: 3 clusters Score -4.02939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 437703 members 
Entering Unmasked Estep 
Score: -40293896.000000 Penalty: 6443.670898
	Iteration 46Q: 3 clusters Score -4.02939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 437703 members 
Entering Unmasked Estep 
Score: -40293868.000000 Penalty: 6443.670898
	Iteration 47Q: 3 clusters Score -4.029387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 437704 members 
Entering Unmasked Estep 
Score: -40293884.000000 Penalty: 6443.670898
	Iteration 48Q: 3 clusters Score -4.029388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 437705 members 
Entering Unmasked Estep 
Score: -40293876.000000 Penalty: 6443.670898
	Iteration 49Q: 3 clusters Score -4.029388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 437705 members 
Entering Unmasked Estep 
Score: -40293876.000000 Penalty: 6443.670898
	Iteration 50F: 3 clusters Score -4.029388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -648553.062500 Penalty: 2196.804932
	Iteration 0F: 2 clusters Score -648553.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -642762.562500 Penalty: 4393.609863
	Iteration 0F: 3 clusters Score -642762.6 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -644279.000000 Penalty: 4393.609863
	Iteration 1F: 3 clusters Score -644279 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -644513.875000 Penalty: 4393.609863
	Iteration 2F: 3 clusters Score -644513.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -644648.625000 Penalty: 4393.609863
	Iteration 3Q: 3 clusters Score -644648.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -644743.375000 Penalty: 4393.609863
	Iteration 4Q: 3 clusters Score -644743.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -644810.500000 Penalty: 4393.609863
	Iteration 5Q: 3 clusters Score -644810.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -644868.625000 Penalty: 4393.609863
	Iteration 6Q: 3 clusters Score -644868.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -644926.125000 Penalty: 4393.609863
	Iteration 7Q: 3 clusters Score -644926.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -644992.625000 Penalty: 4393.609863
	Iteration 8Q: 3 clusters Score -644992.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -645057.250000 Penalty: 4393.609863
	Iteration 9Q: 3 clusters Score -645057.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -645129.250000 Penalty: 4393.609863
	Iteration 10Q: 3 clusters Score -645129.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -645203.125000 Penalty: 4393.609863
	Iteration 11Q: 3 clusters Score -645203.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -645287.000000 Penalty: 4393.609863
	Iteration 12Q: 3 clusters Score -645287 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -645378.687500 Penalty: 4393.609863
	Iteration 13Q: 3 clusters Score -645378.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -645481.125000 Penalty: 4393.609863
	Iteration 14Q: 3 clusters Score -645481.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -645573.062500 Penalty: 4393.609863
	Iteration 15Q: 3 clusters Score -645573.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -645677.375000 Penalty: 4393.609863
	Iteration 16Q: 3 clusters Score -645677.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -645803.062500 Penalty: 4393.609863
	Iteration 17Q: 3 clusters Score -645803.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -645929.000000 Penalty: 4393.609863
	Iteration 18Q: 3 clusters Score -645929 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -646093.875000 Penalty: 4393.609863
	Iteration 19Q: 3 clusters Score -646093.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -646260.937500 Penalty: 4393.609863
	Iteration 20F: 3 clusters Score -646260.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -646418.312500 Penalty: 4393.609863
	Iteration 21Q: 3 clusters Score -646418.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -646531.625000 Penalty: 4393.609863
	Iteration 22Q: 3 clusters Score -646531.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -646608.437500 Penalty: 4393.609863
	Iteration 23Q: 3 clusters Score -646608.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -646657.312500 Penalty: 4393.609863
	Iteration 24Q: 3 clusters Score -646657.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -646693.000000 Penalty: 4393.609863
	Iteration 25Q: 3 clusters Score -646693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -646715.937500 Penalty: 4393.609863
	Iteration 26Q: 3 clusters Score -646715.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -646727.500000 Penalty: 4393.609863
	Iteration 27Q: 3 clusters Score -646727.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -646743.500000 Penalty: 4393.609863
	Iteration 28Q: 3 clusters Score -646743.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -646753.062500 Penalty: 4393.609863
	Iteration 29Q: 3 clusters Score -646753.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -646757.312500 Penalty: 4393.609863
	Iteration 30Q: 3 clusters Score -646757.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -646760.437500 Penalty: 4393.609863
	Iteration 31Q: 3 clusters Score -646760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -646763.937500 Penalty: 4393.609863
	Iteration 32Q: 3 clusters Score -646763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -646764.875000 Penalty: 4393.609863
	Iteration 33Q: 3 clusters Score -646764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -646765.312500 Penalty: 4393.609863
	Iteration 34Q: 3 clusters Score -646765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -646767.625000 Penalty: 4393.609863
	Iteration 35Q: 3 clusters Score -646767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -646767.875000 Penalty: 4393.609863
	Iteration 36Q: 3 clusters Score -646767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -646768.750000 Penalty: 4393.609863
	Iteration 37Q: 3 clusters Score -646768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -646769.000000 Penalty: 4393.609863
	Iteration 38Q: 3 clusters Score -646769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -646769.000000 Penalty: 4393.609863
	Iteration 39F: 3 clusters Score -646769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Entering Unmasked Estep 
Score: -1413949.125000 Penalty: 2412.308105
	Iteration 0F: 2 clusters Score -1413949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1401966.125000 Penalty: 4824.616211
	Iteration 0F: 3 clusters Score -1401966 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1405878.500000 Penalty: 4824.616211
	Iteration 1F: 3 clusters Score -1405878 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1406239.375000 Penalty: 4824.616211
	Iteration 2F: 3 clusters Score -1406239 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1406531.500000 Penalty: 4824.616211
	Iteration 3Q: 3 clusters Score -1406532 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1406781.125000 Penalty: 4824.616211
	Iteration 4Q: 3 clusters Score -1406781 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1407059.625000 Penalty: 4824.616211
	Iteration 5Q: 3 clusters Score -1407060 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1407344.500000 Penalty: 4824.616211
	Iteration 6Q: 3 clusters Score -1407344 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1407643.625000 Penalty: 4824.616211
	Iteration 7Q: 3 clusters Score -1407644 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1407969.125000 Penalty: 4824.616211
	Iteration 8Q: 3 clusters Score -1407969 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1408359.250000 Penalty: 4824.616211
	Iteration 9Q: 3 clusters Score -1408359 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1408755.875000 Penalty: 4824.616211
	Iteration 10Q: 3 clusters Score -1408756 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1409191.125000 Penalty: 4824.616211
	Iteration 11Q: 3 clusters Score -1409191 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1409636.500000 Penalty: 4824.616211
	Iteration 12Q: 3 clusters Score -1409636 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1410031.250000 Penalty: 4824.616211
	Iteration 13Q: 3 clusters Score -1410031 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1410333.125000 Penalty: 4824.616211
	Iteration 14Q: 3 clusters Score -1410333 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1410533.625000 Penalty: 4824.616211
	Iteration 15Q: 3 clusters Score -1410534 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1410679.000000 Penalty: 4824.616211
	Iteration 16Q: 3 clusters Score -1410679 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1410786.500000 Penalty: 4824.616211
	Iteration 17Q: 3 clusters Score -1410786 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1410868.000000 Penalty: 4824.616211
	Iteration 18Q: 3 clusters Score -1410868 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1410922.750000 Penalty: 4824.616211
	Iteration 19Q: 3 clusters Score -1410923 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1410983.500000 Penalty: 4824.616211
	Iteration 20F: 3 clusters Score -1410984 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1411033.875000 Penalty: 4824.616211
	Iteration 21Q: 3 clusters Score -1411034 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1411082.125000 Penalty: 4824.616211
	Iteration 22Q: 3 clusters Score -1411082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1411120.750000 Penalty: 4824.616211
	Iteration 23Q: 3 clusters Score -1411121 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1411157.500000 Penalty: 4824.616211
	Iteration 24Q: 3 clusters Score -1411158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1411185.375000 Penalty: 4824.616211
	Iteration 25Q: 3 clusters Score -1411185 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1411218.125000 Penalty: 4824.616211
	Iteration 26Q: 3 clusters Score -1411218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1411243.125000 Penalty: 4824.616211
	Iteration 27Q: 3 clusters Score -1411243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1411259.500000 Penalty: 4824.616211
	Iteration 28Q: 3 clusters Score -1411260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1411270.750000 Penalty: 4824.616211
	Iteration 29Q: 3 clusters Score -1411271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1411281.875000 Penalty: 4824.616211
	Iteration 30Q: 3 clusters Score -1411282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1411294.250000 Penalty: 4824.616211
	Iteration 31Q: 3 clusters Score -1411294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1411298.000000 Penalty: 4824.616211
	Iteration 32Q: 3 clusters Score -1411298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1411300.875000 Penalty: 4824.616211
	Iteration 33Q: 3 clusters Score -1411301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1411318.000000 Penalty: 4824.616211
	Iteration 34Q: 3 clusters Score -1411318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1411319.625000 Penalty: 4824.616211
	Iteration 35Q: 3 clusters Score -1411320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1411325.750000 Penalty: 4824.616211
	Iteration 36Q: 3 clusters Score -1411326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1411329.375000 Penalty: 4824.616211
	Iteration 37Q: 3 clusters Score -1411329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1411333.000000 Penalty: 4824.616211
	Iteration 38Q: 3 clusters Score -1411333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1411338.000000 Penalty: 4824.616211
	Iteration 39Q: 3 clusters Score -1411338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1411339.250000 Penalty: 4824.616211
	Iteration 40F: 3 clusters Score -1411339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1411345.500000 Penalty: 4824.616211
	Iteration 41Q: 3 clusters Score -1411346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1411347.375000 Penalty: 4824.616211
	Iteration 42Q: 3 clusters Score -1411347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1411348.125000 Penalty: 4824.616211
	Iteration 43Q: 3 clusters Score -1411348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1411355.875000 Penalty: 4824.616211
	Iteration 44Q: 3 clusters Score -1411356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1411355.625000 Penalty: 4824.616211
	Iteration 45Q: 3 clusters Score -1411356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1411357.875000 Penalty: 4824.616211
	Iteration 46Q: 3 clusters Score -1411358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1411354.125000 Penalty: 4824.616211
	Iteration 47Q: 3 clusters Score -1411354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1411357.875000 Penalty: 4824.616211
	Iteration 48Q: 3 clusters Score -1411358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1411364.625000 Penalty: 4824.616211
	Iteration 49Q: 3 clusters Score -1411365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1411363.250000 Penalty: 4824.616211
	Iteration 50Q: 3 clusters Score -1411363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1411362.500000 Penalty: 4824.616211
	Iteration 51Q: 3 clusters Score -1411362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1411366.125000 Penalty: 4824.616211
	Iteration 52Q: 3 clusters Score -1411366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1411369.625000 Penalty: 4824.616211
	Iteration 53Q: 3 clusters Score -1411370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1411371.750000 Penalty: 4824.616211
	Iteration 54Q: 3 clusters Score -1411372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1411372.500000 Penalty: 4824.616211
	Iteration 55Q: 3 clusters Score -1411372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1411373.625000 Penalty: 4824.616211
	Iteration 56Q: 3 clusters Score -1411374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1411375.375000 Penalty: 4824.616211
	Iteration 57Q: 3 clusters Score -1411375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1411375.625000 Penalty: 4824.616211
	Iteration 58Q: 3 clusters Score -1411376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1411380.250000 Penalty: 4824.616211
	Iteration 59Q: 3 clusters Score -1411380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1411379.500000 Penalty: 4824.616211
	Iteration 60F: 3 clusters Score -1411380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1411381.125000 Penalty: 4824.616211
	Iteration 61Q: 3 clusters Score -1411381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1411385.375000 Penalty: 4824.616211
	Iteration 62Q: 3 clusters Score -1411385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1411385.750000 Penalty: 4824.616211
	Iteration 63Q: 3 clusters Score -1411386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1411388.875000 Penalty: 4824.616211
	Iteration 64Q: 3 clusters Score -1411389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1411387.750000 Penalty: 4824.616211
	Iteration 65Q: 3 clusters Score -1411388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1411387.500000 Penalty: 4824.616211
	Iteration 66Q: 3 clusters Score -1411388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1411387.000000 Penalty: 4824.616211
	Iteration 67Q: 3 clusters Score -1411387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1411389.750000 Penalty: 4824.616211
	Iteration 68Q: 3 clusters Score -1411390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1411389.750000 Penalty: 4824.616211
	Iteration 69F: 3 clusters Score -1411390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Entering Unmasked Estep 
Score: -1368919.750000 Penalty: 2394.986572
	Iteration 0F: 2 clusters Score -1368920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1357539.875000 Penalty: 4789.973145
	Iteration 0F: 3 clusters Score -1357540 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1361070.750000 Penalty: 4789.973145
	Iteration 1F: 3 clusters Score -1361071 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1361427.250000 Penalty: 4789.973145
	Iteration 2F: 3 clusters Score -1361427 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1361771.875000 Penalty: 4789.973145
	Iteration 3F: 3 clusters Score -1361772 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1362194.250000 Penalty: 4789.973145
	Iteration 4F: 3 clusters Score -1362194 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1362734.750000 Penalty: 4789.973145
	Iteration 5F: 3 clusters Score -1362735 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1363372.750000 Penalty: 4789.973145
	Iteration 6F: 3 clusters Score -1363373 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1364079.875000 Penalty: 4789.973145
	Iteration 7F: 3 clusters Score -1364080 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1364777.125000 Penalty: 4789.973145
	Iteration 8F: 3 clusters Score -1364777 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1365348.625000 Penalty: 4789.973145
	Iteration 9Q: 3 clusters Score -1365349 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1365793.375000 Penalty: 4789.973145
	Iteration 10Q: 3 clusters Score -1365793 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1366090.750000 Penalty: 4789.973145
	Iteration 11Q: 3 clusters Score -1366091 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1366287.625000 Penalty: 4789.973145
	Iteration 12Q: 3 clusters Score -1366288 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1366429.750000 Penalty: 4789.973145
	Iteration 13Q: 3 clusters Score -1366430 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1366535.750000 Penalty: 4789.973145
	Iteration 14Q: 3 clusters Score -1366536 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1366619.750000 Penalty: 4789.973145
	Iteration 15Q: 3 clusters Score -1366620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1366678.750000 Penalty: 4789.973145
	Iteration 16Q: 3 clusters Score -1366679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1366718.125000 Penalty: 4789.973145
	Iteration 17Q: 3 clusters Score -1366718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1366744.750000 Penalty: 4789.973145
	Iteration 18Q: 3 clusters Score -1366745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1366770.625000 Penalty: 4789.973145
	Iteration 19Q: 3 clusters Score -1366771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1366783.375000 Penalty: 4789.973145
	Iteration 20F: 3 clusters Score -1366783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1366792.000000 Penalty: 4789.973145
	Iteration 21Q: 3 clusters Score -1366792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1366798.375000 Penalty: 4789.973145
	Iteration 22Q: 3 clusters Score -1366798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1366801.875000 Penalty: 4789.973145
	Iteration 23Q: 3 clusters Score -1366802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1366803.375000 Penalty: 4789.973145
	Iteration 24Q: 3 clusters Score -1366803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1366809.125000 Penalty: 4789.973145
	Iteration 25Q: 3 clusters Score -1366809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1366811.125000 Penalty: 4789.973145
	Iteration 26Q: 3 clusters Score -1366811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1366816.625000 Penalty: 4789.973145
	Iteration 27Q: 3 clusters Score -1366817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1366821.875000 Penalty: 4789.973145
	Iteration 28Q: 3 clusters Score -1366822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1366825.125000 Penalty: 4789.973145
	Iteration 29Q: 3 clusters Score -1366825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1366827.625000 Penalty: 4789.973145
	Iteration 30Q: 3 clusters Score -1366828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1366827.625000 Penalty: 4789.973145
	Iteration 31F: 3 clusters Score -1366828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -412869.062500 Penalty: 2097.604004
	Iteration 0F: 2 clusters Score -412869.1 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 2287 members 
Entering Unmasked Estep 
Score: -408504.468750 Penalty: 4195.208008
	Iteration 0F: 3 clusters Score -408504.5 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -409530.218750 Penalty: 4195.208008
	Iteration 1F: 3 clusters Score -409530.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -409767.437500 Penalty: 4195.208008
	Iteration 2F: 3 clusters Score -409767.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -409914.500000 Penalty: 4195.208008
	Iteration 3F: 3 clusters Score -409914.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -410027.406250 Penalty: 4195.208008
	Iteration 4Q: 3 clusters Score -410027.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -410114.937500 Penalty: 4195.208008
	Iteration 5Q: 3 clusters Score -410114.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -410182.187500 Penalty: 4195.208008
	Iteration 6Q: 3 clusters Score -410182.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -410237.656250 Penalty: 4195.208008
	Iteration 7Q: 3 clusters Score -410237.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -410282.031250 Penalty: 4195.208008
	Iteration 8Q: 3 clusters Score -410282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -410327.000000 Penalty: 4195.208008
	Iteration 9Q: 3 clusters Score -410327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -410367.656250 Penalty: 4195.208008
	Iteration 10Q: 3 clusters Score -410367.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -410405.750000 Penalty: 4195.208008
	Iteration 11Q: 3 clusters Score -410405.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -410447.062500 Penalty: 4195.208008
	Iteration 12Q: 3 clusters Score -410447.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -410493.468750 Penalty: 4195.208008
	Iteration 13Q: 3 clusters Score -410493.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -410533.125000 Penalty: 4195.208008
	Iteration 14Q: 3 clusters Score -410533.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -410571.468750 Penalty: 4195.208008
	Iteration 15Q: 3 clusters Score -410571.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -410619.343750 Penalty: 4195.208008
	Iteration 16Q: 3 clusters Score -410619.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -410676.812500 Penalty: 4195.208008
	Iteration 17Q: 3 clusters Score -410676.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -410726.125000 Penalty: 4195.208008
	Iteration 18Q: 3 clusters Score -410726.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -410776.156250 Penalty: 4195.208008
	Iteration 19Q: 3 clusters Score -410776.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -410815.968750 Penalty: 4195.208008
	Iteration 20F: 3 clusters Score -410816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -410851.375000 Penalty: 4195.208008
	Iteration 21Q: 3 clusters Score -410851.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -410884.093750 Penalty: 4195.208008
	Iteration 22Q: 3 clusters Score -410884.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -410916.406250 Penalty: 4195.208008
	Iteration 23Q: 3 clusters Score -410916.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -410932.187500 Penalty: 4195.208008
	Iteration 24Q: 3 clusters Score -410932.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -410948.062500 Penalty: 4195.208008
	Iteration 25Q: 3 clusters Score -410948.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -410961.937500 Penalty: 4195.208008
	Iteration 26Q: 3 clusters Score -410961.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -410975.031250 Penalty: 4195.208008
	Iteration 27Q: 3 clusters Score -410975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -410989.875000 Penalty: 4195.208008
	Iteration 28Q: 3 clusters Score -410989.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -410998.250000 Penalty: 4195.208008
	Iteration 29Q: 3 clusters Score -410998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -411003.437500 Penalty: 4195.208008
	Iteration 30Q: 3 clusters Score -411003.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -411011.562500 Penalty: 4195.208008
	Iteration 31Q: 3 clusters Score -411011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -411019.125000 Penalty: 4195.208008
	Iteration 32Q: 3 clusters Score -411019.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -411030.906250 Penalty: 4195.208008
	Iteration 33Q: 3 clusters Score -411030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -411036.375000 Penalty: 4195.208008
	Iteration 34Q: 3 clusters Score -411036.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -411041.281250 Penalty: 4195.208008
	Iteration 35Q: 3 clusters Score -411041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -411047.250000 Penalty: 4195.208008
	Iteration 36Q: 3 clusters Score -411047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -411051.062500 Penalty: 4195.208008
	Iteration 37Q: 3 clusters Score -411051.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -411055.406250 Penalty: 4195.208008
	Iteration 38Q: 3 clusters Score -411055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -411058.625000 Penalty: 4195.208008
	Iteration 39Q: 3 clusters Score -411058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -411059.437500 Penalty: 4195.208008
	Iteration 40F: 3 clusters Score -411059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -411061.093750 Penalty: 4195.208008
	Iteration 41Q: 3 clusters Score -411061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -411062.500000 Penalty: 4195.208008
	Iteration 42Q: 3 clusters Score -411062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -411065.375000 Penalty: 4195.208008
	Iteration 43Q: 3 clusters Score -411065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -411065.343750 Penalty: 4195.208008
	Iteration 44Q: 3 clusters Score -411065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -411065.343750 Penalty: 4195.208008
	Iteration 45F: 3 clusters Score -411065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (163826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163826 members 
Entering Unmasked Estep 
Score: -14668655.000000 Penalty: 2977.626953
	Iteration 0F: 2 clusters Score -1.466866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -14559193.000000 Penalty: 5955.253906
	Iteration 0F: 3 clusters Score -1.455919e+07 nChanged 78487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -14604947.000000 Penalty: 5955.253906
	Iteration 1F: 3 clusters Score -1.460495e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -14606696.000000 Penalty: 5955.253906
	Iteration 2Q: 3 clusters Score -1.46067e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -14609614.000000 Penalty: 5955.253906
	Iteration 3Q: 3 clusters Score -1.460961e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 103432 members 
Entering Unmasked Estep 
Score: -14614212.000000 Penalty: 5955.253906
	Iteration 4F: 3 clusters Score -1.461421e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -14621809.000000 Penalty: 5955.253906
	Iteration 5F: 3 clusters Score -1.462181e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -14632678.000000 Penalty: 5955.253906
	Iteration 6F: 3 clusters Score -1.463268e+07 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 139905 members 
Entering Unmasked Estep 
Score: -14644920.000000 Penalty: 5955.253906
	Iteration 7F: 3 clusters Score -1.464492e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 150542 members 
Entering Unmasked Estep 
Score: -14655008.000000 Penalty: 5955.253906
	Iteration 8F: 3 clusters Score -1.465501e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -14661179.000000 Penalty: 5955.253906
	Iteration 9Q: 3 clusters Score -1.466118e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 160558 members 
Entering Unmasked Estep 
Score: -14663973.000000 Penalty: 5955.253906
	Iteration 10Q: 3 clusters Score -1.466397e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -14665122.000000 Penalty: 5955.253906
	Iteration 11Q: 3 clusters Score -1.466512e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 162712 members 
Entering Unmasked Estep 
Score: -14665608.000000 Penalty: 5955.253906
	Iteration 12Q: 3 clusters Score -1.466561e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 163010 members 
Entering Unmasked Estep 
Score: -14665893.000000 Penalty: 5955.253906
	Iteration 13Q: 3 clusters Score -1.466589e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -14665993.000000 Penalty: 5955.253906
	Iteration 14Q: 3 clusters Score -1.466599e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -14666057.000000 Penalty: 5955.253906
	Iteration 15Q: 3 clusters Score -1.466606e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -14666119.000000 Penalty: 5955.253906
	Iteration 16Q: 3 clusters Score -1.466612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -14666140.000000 Penalty: 5955.253906
	Iteration 17Q: 3 clusters Score -1.466614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -14666167.000000 Penalty: 5955.253906
	Iteration 18Q: 3 clusters Score -1.466617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 163333 members 
Entering Unmasked Estep 
Score: -14666194.000000 Penalty: 5955.253906
	Iteration 19Q: 3 clusters Score -1.466619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -14666205.000000 Penalty: 5955.253906
	Iteration 20F: 3 clusters Score -1.46662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 163345 members 
Entering Unmasked Estep 
Score: -14666228.000000 Penalty: 5955.253906
	Iteration 21Q: 3 clusters Score -1.466623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 163350 members 
Entering Unmasked Estep 
Score: -14666238.000000 Penalty: 5955.253906
	Iteration 22Q: 3 clusters Score -1.466624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -14666222.000000 Penalty: 5955.253906
	Iteration 23Q: 3 clusters Score -1.466622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -14666217.000000 Penalty: 5955.253906
	Iteration 24Q: 3 clusters Score -1.466622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 163357 members 
Entering Unmasked Estep 
Score: -14666223.000000 Penalty: 5955.253906
	Iteration 25Q: 3 clusters Score -1.466622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -14666227.000000 Penalty: 5955.253906
	Iteration 26Q: 3 clusters Score -1.466623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -14666229.000000 Penalty: 5955.253906
	Iteration 27Q: 3 clusters Score -1.466623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -14666229.000000 Penalty: 5955.253906
	Iteration 28Q: 3 clusters Score -1.466623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -14666237.000000 Penalty: 5955.253906
	Iteration 29Q: 3 clusters Score -1.466624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -14666230.000000 Penalty: 5955.253906
	Iteration 30Q: 3 clusters Score -1.466623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -14666240.000000 Penalty: 5955.253906
	Iteration 31Q: 3 clusters Score -1.466624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 163365 members 
Entering Unmasked Estep 
Score: -14666234.000000 Penalty: 5955.253906
	Iteration 32Q: 3 clusters Score -1.466623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 163369 members 
Entering Unmasked Estep 
Score: -14666236.000000 Penalty: 5955.253906
	Iteration 33Q: 3 clusters Score -1.466624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -14666243.000000 Penalty: 5955.253906
	Iteration 34Q: 3 clusters Score -1.466624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -14666243.000000 Penalty: 5955.253906
	Iteration 35F: 3 clusters Score -1.466624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (134447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Entering Unmasked Estep 
Score: -12308941.000000 Penalty: 2928.613525
	Iteration 0F: 2 clusters Score -1.230894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -12218920.000000 Penalty: 5857.227051
	Iteration 0F: 3 clusters Score -1.221892e+07 nChanged 64001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -12255682.000000 Penalty: 5857.227051
	Iteration 1F: 3 clusters Score -1.225568e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -12256444.000000 Penalty: 5857.227051
	Iteration 2Q: 3 clusters Score -1.225644e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -12257308.000000 Penalty: 5857.227051
	Iteration 3Q: 3 clusters Score -1.225731e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -12258321.000000 Penalty: 5857.227051
	Iteration 4Q: 3 clusters Score -1.225832e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -12259716.000000 Penalty: 5857.227051
	Iteration 5Q: 3 clusters Score -1.225972e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -12261472.000000 Penalty: 5857.227051
	Iteration 6Q: 3 clusters Score -1.226147e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -12263516.000000 Penalty: 5857.227051
	Iteration 7Q: 3 clusters Score -1.226352e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 73263 members 
Entering Unmasked Estep 
Score: -12265743.000000 Penalty: 5857.227051
	Iteration 8Q: 3 clusters Score -1.226574e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -12268561.000000 Penalty: 5857.227051
	Iteration 9Q: 3 clusters Score -1.226856e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -12271537.000000 Penalty: 5857.227051
	Iteration 10Q: 3 clusters Score -1.227154e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -12274943.000000 Penalty: 5857.227051
	Iteration 11Q: 3 clusters Score -1.227494e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -12278087.000000 Penalty: 5857.227051
	Iteration 12Q: 3 clusters Score -1.227809e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -12281241.000000 Penalty: 5857.227051
	Iteration 13Q: 3 clusters Score -1.228124e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -12284009.000000 Penalty: 5857.227051
	Iteration 14Q: 3 clusters Score -1.228401e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -12286475.000000 Penalty: 5857.227051
	Iteration 15Q: 3 clusters Score -1.228648e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -12288372.000000 Penalty: 5857.227051
	Iteration 16Q: 3 clusters Score -1.228837e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -12289873.000000 Penalty: 5857.227051
	Iteration 17Q: 3 clusters Score -1.228987e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -12291342.000000 Penalty: 5857.227051
	Iteration 18Q: 3 clusters Score -1.229134e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -12292697.000000 Penalty: 5857.227051
	Iteration 19Q: 3 clusters Score -1.22927e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -12294000.000000 Penalty: 5857.227051
	Iteration 20F: 3 clusters Score -1.2294e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -12295307.000000 Penalty: 5857.227051
	Iteration 21Q: 3 clusters Score -1.229531e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 117525 members 
Entering Unmasked Estep 
Score: -12296832.000000 Penalty: 5857.227051
	Iteration 22Q: 3 clusters Score -1.229683e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -12298476.000000 Penalty: 5857.227051
	Iteration 23Q: 3 clusters Score -1.229848e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
Score: -12299935.000000 Penalty: 5857.227051
	Iteration 24Q: 3 clusters Score -1.229994e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -12301475.000000 Penalty: 5857.227051
	Iteration 25Q: 3 clusters Score -1.230148e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -12302758.000000 Penalty: 5857.227051
	Iteration 26Q: 3 clusters Score -1.230276e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 128656 members 
Entering Unmasked Estep 
Score: -12303726.000000 Penalty: 5857.227051
	Iteration 27Q: 3 clusters Score -1.230373e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -12304592.000000 Penalty: 5857.227051
	Iteration 28Q: 3 clusters Score -1.230459e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 130897 members 
Entering Unmasked Estep 
Score: -12305309.000000 Penalty: 5857.227051
	Iteration 29Q: 3 clusters Score -1.230531e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 131551 members 
Entering Unmasked Estep 
Score: -12305708.000000 Penalty: 5857.227051
	Iteration 30Q: 3 clusters Score -1.230571e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 132024 members 
Entering Unmasked Estep 
Score: -12306025.000000 Penalty: 5857.227051
	Iteration 31Q: 3 clusters Score -1.230602e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -12306248.000000 Penalty: 5857.227051
	Iteration 32Q: 3 clusters Score -1.230625e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 132566 members 
Entering Unmasked Estep 
Score: -12306414.000000 Penalty: 5857.227051
	Iteration 33Q: 3 clusters Score -1.230641e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -12306520.000000 Penalty: 5857.227051
	Iteration 34Q: 3 clusters Score -1.230652e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 132837 members 
Entering Unmasked Estep 
Score: -12306596.000000 Penalty: 5857.227051
	Iteration 35Q: 3 clusters Score -1.23066e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 132937 members 
Entering Unmasked Estep 
Score: -12306664.000000 Penalty: 5857.227051
	Iteration 36Q: 3 clusters Score -1.230666e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -12306732.000000 Penalty: 5857.227051
	Iteration 37Q: 3 clusters Score -1.230673e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 133034 members 
Entering Unmasked Estep 
Score: -12306773.000000 Penalty: 5857.227051
	Iteration 38Q: 3 clusters Score -1.230677e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 133071 members 
Entering Unmasked Estep 
Score: -12306795.000000 Penalty: 5857.227051
	Iteration 39Q: 3 clusters Score -1.23068e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -12306827.000000 Penalty: 5857.227051
	Iteration 40F: 3 clusters Score -1.230683e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -12306844.000000 Penalty: 5857.227051
	Iteration 41Q: 3 clusters Score -1.230684e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 133138 members 
Entering Unmasked Estep 
Score: -12306855.000000 Penalty: 5857.227051
	Iteration 42Q: 3 clusters Score -1.230686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 133141 members 
Entering Unmasked Estep 
Score: -12306879.000000 Penalty: 5857.227051
	Iteration 43Q: 3 clusters Score -1.230688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 133155 members 
Entering Unmasked Estep 
Score: -12306879.000000 Penalty: 5857.227051
	Iteration 44Q: 3 clusters Score -1.230688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 133166 members 
Entering Unmasked Estep 
Score: -12306877.000000 Penalty: 5857.227051
	Iteration 45Q: 3 clusters Score -1.230688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 133178 members 
Entering Unmasked Estep 
Score: -12306893.000000 Penalty: 5857.227051
	Iteration 46Q: 3 clusters Score -1.230689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 133191 members 
Entering Unmasked Estep 
Score: -12306900.000000 Penalty: 5857.227051
	Iteration 47Q: 3 clusters Score -1.23069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -12306907.000000 Penalty: 5857.227051
	Iteration 48Q: 3 clusters Score -1.230691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 133204 members 
Entering Unmasked Estep 
Score: -12306908.000000 Penalty: 5857.227051
	Iteration 49Q: 3 clusters Score -1.230691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -12306916.000000 Penalty: 5857.227051
	Iteration 50Q: 3 clusters Score -1.230692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -12306913.000000 Penalty: 5857.227051
	Iteration 51Q: 3 clusters Score -1.230691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -12306909.000000 Penalty: 5857.227051
	Iteration 52Q: 3 clusters Score -1.230691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -12306910.000000 Penalty: 5857.227051
	Iteration 53Q: 3 clusters Score -1.230691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -12306917.000000 Penalty: 5857.227051
	Iteration 54Q: 3 clusters Score -1.230692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 133232 members 
Entering Unmasked Estep 
Score: -12306915.000000 Penalty: 5857.227051
	Iteration 55Q: 3 clusters Score -1.230692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 133233 members 
Entering Unmasked Estep 
Score: -12306912.000000 Penalty: 5857.227051
	Iteration 56Q: 3 clusters Score -1.230691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -12306911.000000 Penalty: 5857.227051
	Iteration 57Q: 3 clusters Score -1.230691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 133242 members 
Entering Unmasked Estep 
Score: -12306920.000000 Penalty: 5857.227051
	Iteration 58Q: 3 clusters Score -1.230692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -12306928.000000 Penalty: 5857.227051
	Iteration 59Q: 3 clusters Score -1.230693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 133248 members 
Entering Unmasked Estep 
Score: -12306933.000000 Penalty: 5857.227051
	Iteration 60F: 3 clusters Score -1.230693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 133247 members 
Entering Unmasked Estep 
Score: -12306934.000000 Penalty: 5857.227051
	Iteration 61Q: 3 clusters Score -1.230693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 133249 members 
Entering Unmasked Estep 
Score: -12306939.000000 Penalty: 5857.227051
	Iteration 62Q: 3 clusters Score -1.230694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -12306938.000000 Penalty: 5857.227051
	Iteration 63Q: 3 clusters Score -1.230694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -12306939.000000 Penalty: 5857.227051
	Iteration 64Q: 3 clusters Score -1.230694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -12306947.000000 Penalty: 5857.227051
	Iteration 65Q: 3 clusters Score -1.230695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -12306947.000000 Penalty: 5857.227051
	Iteration 66F: 3 clusters Score -1.230695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -126814.632812 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126814.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127284.656250 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127284.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -127556.992188 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -127799.460938 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -127799.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -128180.500000 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -128180.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -128802.023438 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -128802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129100.953125 Penalty: 3656.882324
	Iteration 6F: 3 clusters Score -129101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129271.734375 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -129271.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -129309.687500 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -129309.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -129323.023438 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -129323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129336.828125 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -129336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129348.250000 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -129348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129358.648438 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -129358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -129365.562500 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -129365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -129368.820312 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -129368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129370.718750 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -129370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129371.750000 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -129371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129371.750000 Penalty: 3656.882324
	Iteration 17F: 3 clusters Score -129371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 55888 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 163826 members 
Mstep: Class 22 contains 134447 members 
Mstep: Class 23 contains 1072 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95088 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 520 members 
Entering Unmasked Estep 
Score: -93620464.000000 Penalty: 99725.210938
Splitting cluster 23 changes total score from -93622288.000000 to -93620464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -27464.541016 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -27464.54 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 180 members 
Entering Unmasked Estep 
Score: -26095.230469 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -26095.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26254.781250 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -26254.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26322.894531 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -26322.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26346.740234 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -26346.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26355.677734 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -26355.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26373.949219 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -26373.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26401.414062 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -26401.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26411.273438 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -26411.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26433.636719 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -26433.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26526.308594 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -26526.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26708.751953 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -26708.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26777.279297 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -26777.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26815.460938 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -26815.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26864.494141 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -26864.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26878.158203 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -26878.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26891.677734 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -26891.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26905.562500 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -26905.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26929.558594 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -26929.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26979.855469 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -26979.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26998.111328 Penalty: 2923.623779
	Iteration 19Q: 3 clusters Score -26998.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26998.111328 Penalty: 2923.623779
	Iteration 20F: 3 clusters Score -26998.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (95088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Entering Unmasked Estep 
Score: -8781345.000000 Penalty: 2842.714355
	Iteration 0F: 2 clusters Score -8781345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -8717783.000000 Penalty: 5685.428711
	Iteration 0F: 3 clusters Score -8717783 nChanged 44767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -8743509.000000 Penalty: 5685.428711
	Iteration 1F: 3 clusters Score -8743509 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8744292.000000 Penalty: 5685.428711
	Iteration 2Q: 3 clusters Score -8744292 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -8745353.000000 Penalty: 5685.428711
	Iteration 3Q: 3 clusters Score -8745353 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -8746750.000000 Penalty: 5685.428711
	Iteration 4Q: 3 clusters Score -8746750 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -8749011.000000 Penalty: 5685.428711
	Iteration 5F: 3 clusters Score -8749011 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -8752846.000000 Penalty: 5685.428711
	Iteration 6F: 3 clusters Score -8752846 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -8758530.000000 Penalty: 5685.428711
	Iteration 7F: 3 clusters Score -8758530 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -8765223.000000 Penalty: 5685.428711
	Iteration 8F: 3 clusters Score -8765223 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -8770926.000000 Penalty: 5685.428711
	Iteration 9F: 3 clusters Score -8770926 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -8774486.000000 Penalty: 5685.428711
	Iteration 10Q: 3 clusters Score -8774486 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -8776457.000000 Penalty: 5685.428711
	Iteration 11Q: 3 clusters Score -8776457 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8777441.000000 Penalty: 5685.428711
	Iteration 12Q: 3 clusters Score -8777441 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8778017.000000 Penalty: 5685.428711
	Iteration 13Q: 3 clusters Score -8778017 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8778298.000000 Penalty: 5685.428711
	Iteration 14Q: 3 clusters Score -8778298 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8778534.000000 Penalty: 5685.428711
	Iteration 15Q: 3 clusters Score -8778534 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8778633.000000 Penalty: 5685.428711
	Iteration 16Q: 3 clusters Score -8778633 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8778735.000000 Penalty: 5685.428711
	Iteration 17Q: 3 clusters Score -8778735 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8778786.000000 Penalty: 5685.428711
	Iteration 18Q: 3 clusters Score -8778786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8778825.000000 Penalty: 5685.428711
	Iteration 19Q: 3 clusters Score -8778825 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8778870.000000 Penalty: 5685.428711
	Iteration 20F: 3 clusters Score -8778870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8778905.000000 Penalty: 5685.428711
	Iteration 21Q: 3 clusters Score -8778905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8778975.000000 Penalty: 5685.428711
	Iteration 22Q: 3 clusters Score -8778975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8778997.000000 Penalty: 5685.428711
	Iteration 23Q: 3 clusters Score -8778997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8779008.000000 Penalty: 5685.428711
	Iteration 24Q: 3 clusters Score -8779008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8779032.000000 Penalty: 5685.428711
	Iteration 25Q: 3 clusters Score -8779032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8779045.000000 Penalty: 5685.428711
	Iteration 26Q: 3 clusters Score -8779045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8779047.000000 Penalty: 5685.428711
	Iteration 27Q: 3 clusters Score -8779047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94083 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8779064.000000 Penalty: 5685.428711
	Iteration 28Q: 3 clusters Score -8779064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8779067.000000 Penalty: 5685.428711
	Iteration 29Q: 3 clusters Score -8779067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8779069.000000 Penalty: 5685.428711
	Iteration 30Q: 3 clusters Score -8779069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8779081.000000 Penalty: 5685.428711
	Iteration 31Q: 3 clusters Score -8779081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8779087.000000 Penalty: 5685.428711
	Iteration 32Q: 3 clusters Score -8779087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8779086.000000 Penalty: 5685.428711
	Iteration 33Q: 3 clusters Score -8779086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8779094.000000 Penalty: 5685.428711
	Iteration 34Q: 3 clusters Score -8779094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8779089.000000 Penalty: 5685.428711
	Iteration 35Q: 3 clusters Score -8779089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8779090.000000 Penalty: 5685.428711
	Iteration 36Q: 3 clusters Score -8779090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8779086.000000 Penalty: 5685.428711
	Iteration 37Q: 3 clusters Score -8779086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8779090.000000 Penalty: 5685.428711
	Iteration 38Q: 3 clusters Score -8779090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8779091.000000 Penalty: 5685.428711
	Iteration 39Q: 3 clusters Score -8779091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8779092.000000 Penalty: 5685.428711
	Iteration 40F: 3 clusters Score -8779092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15160.754883 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15160.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15256.309570 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15256.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15284.051758 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15284.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15284.051758 Penalty: 2684.176270
	Iteration 3F: 3 clusters Score -15284.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 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 326 members 
Entering Unmasked Estep 
Score: -42913.062500 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -42913.06 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43095.429688 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43095.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43203.335938 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43203.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43262.761719 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -43262.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43301.500000 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43301.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43382.796875 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43382.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43471.843750 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43471.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43574.957031 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -43574.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43693.671875 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -43693.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43793.195312 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -43793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43857.488281 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -43857.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43875.652344 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -43875.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43894.121094 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -43894.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43913.593750 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -43913.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43928.750000 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -43928.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43930.546875 Penalty: 3156.916504
	Iteration 15F: 3 clusters Score -43930.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43938.605469 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -43938.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43969.312500 Penalty: 3156.916504
	Iteration 17Q: 3 clusters Score -43969.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43985.585938 Penalty: 3156.916504
	Iteration 18Q: 3 clusters Score -43985.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43988.386719 Penalty: 3156.916504
	Iteration 19Q: 3 clusters Score -43988.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43997.152344 Penalty: 3156.916504
	Iteration 20F: 3 clusters Score -43997.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -44001.246094 Penalty: 3156.916504
	Iteration 21Q: 3 clusters Score -44001.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -44001.246094 Penalty: 3156.916504
	Iteration 22F: 3 clusters Score -44001.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -26307.537109 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -26307.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25013.697266 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -25013.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25209.914062 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -25209.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25314.587891 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -25314.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25417.828125 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -25417.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25534.341797 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -25534.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25565.396484 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -25565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25618.804688 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -25618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25672.716797 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -25672.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25700.375000 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -25700.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25707.609375 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -25707.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25709.783203 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -25709.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25712.455078 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -25712.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25716.503906 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -25716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25720.269531 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -25720.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25725.558594 Penalty: 2948.928711
	Iteration 14Q: 3 clusters Score -25725.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25728.537109 Penalty: 2948.928711
	Iteration 15Q: 3 clusters Score -25728.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25736.962891 Penalty: 2948.928711
	Iteration 16Q: 3 clusters Score -25736.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25739.396484 Penalty: 2948.928711
	Iteration 17Q: 3 clusters Score -25739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25743.300781 Penalty: 2948.928711
	Iteration 18Q: 3 clusters Score -25743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25748.630859 Penalty: 2948.928711
	Iteration 19Q: 3 clusters Score -25748.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25750.796875 Penalty: 2948.928711
	Iteration 20F: 3 clusters Score -25750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25753.615234 Penalty: 2948.928711
	Iteration 21Q: 3 clusters Score -25753.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25756.511719 Penalty: 2948.928711
	Iteration 22Q: 3 clusters Score -25756.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25756.511719 Penalty: 2948.928711
	Iteration 23F: 3 clusters Score -25756.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 55888 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 163826 members 
Mstep: Class 22 contains 134447 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95088 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622136.000000 Penalty: 96286.414062
Iteration 439Q: 29 clusters Score -9.362214e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11210 members 
Mstep: Class 11 contains 55999 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24802 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438561 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 4712 members 
Mstep: Class 21 contains 163807 members 
Mstep: Class 22 contains 134472 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 95008 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622216.000000 Penalty: 96286.414062
Iteration 440F: 29 clusters Score -9.362222e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 56097 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24802 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438557 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 15638 members 
Mstep: Class 20 contains 4712 members 
Mstep: Class 21 contains 163792 members 
Mstep: Class 22 contains 134490 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94930 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622248.000000 Penalty: 96286.414062
Iteration 441Q: 29 clusters Score -9.362225e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11210 members 
Mstep: Class 11 contains 56218 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24799 members 
Mstep: Class 15 contains 13980 members 
Mstep: Class 16 contains 438550 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 16768 members 
Mstep: Class 19 contains 15644 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 163775 members 
Mstep: Class 22 contains 134488 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94856 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622192.000000 Penalty: 96286.414062
Iteration 442Q: 29 clusters Score -9.362219e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3506 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 56338 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24798 members 
Mstep: Class 15 contains 13982 members 
Mstep: Class 16 contains 438555 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 16768 members 
Mstep: Class 19 contains 15647 members 
Mstep: Class 20 contains 4715 members 
Mstep: Class 21 contains 163749 members 
Mstep: Class 22 contains 134493 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94787 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622160.000000 Penalty: 96286.414062
Iteration 443Q: 29 clusters Score -9.362216e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3458 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 11 contains 56471 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 15 contains 13984 members 
Mstep: Class 16 contains 438554 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 163732 members 
Mstep: Class 22 contains 134487 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94728 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622176.000000 Penalty: 96286.414062
Iteration 444Q: 29 clusters Score -9.362218e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35146 members 
Mstep: Class 8 contains 3403 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 56635 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24794 members 
Mstep: Class 15 contains 13982 members 
Mstep: Class 16 contains 438556 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 16767 members 
Mstep: Class 19 contains 15648 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 163704 members 
Mstep: Class 22 contains 134472 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94662 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622072.000000 Penalty: 96286.414062
Iteration 445Q: 29 clusters Score -9.362207e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35147 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 56801 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24800 members 
Mstep: Class 15 contains 13982 members 
Mstep: Class 16 contains 438566 members 
Mstep: Class 17 contains 7029 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 163671 members 
Mstep: Class 22 contains 134458 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94586 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622016.000000 Penalty: 96286.414062
Iteration 446Q: 29 clusters Score -9.362202e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 35148 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 56992 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 15 contains 13983 members 
Mstep: Class 16 contains 438569 members 
Mstep: Class 17 contains 7029 members 
Mstep: Class 18 contains 16760 members 
Mstep: Class 19 contains 15650 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 163633 members 
Mstep: Class 22 contains 134420 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94521 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622136.000000 Penalty: 96286.414062
Iteration 447Q: 29 clusters Score -9.362214e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5732 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35148 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11212 members 
Mstep: Class 11 contains 57145 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 15 contains 13984 members 
Mstep: Class 16 contains 438580 members 
Mstep: Class 17 contains 7029 members 
Mstep: Class 18 contains 16757 members 
Mstep: Class 19 contains 15653 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 163599 members 
Mstep: Class 22 contains 134399 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94436 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622224.000000 Penalty: 96286.414062
Iteration 448Q: 29 clusters Score -9.362222e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5733 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 35149 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 57319 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24808 members 
Mstep: Class 15 contains 13984 members 
Mstep: Class 16 contains 438589 members 
Mstep: Class 17 contains 7027 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 15657 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 163563 members 
Mstep: Class 22 contains 134388 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94340 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622280.000000 Penalty: 96286.414062
Iteration 449Q: 29 clusters Score -9.362228e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11220 members 
Mstep: Class 11 contains 57503 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24815 members 
Mstep: Class 15 contains 13983 members 
Mstep: Class 16 contains 438594 members 
Mstep: Class 17 contains 7025 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 15660 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 163523 members 
Mstep: Class 22 contains 134349 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94266 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622352.000000 Penalty: 96286.414062
Iteration 450Q: 29 clusters Score -9.362235e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 35151 members 
Mstep: Class 8 contains 3103 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11224 members 
Mstep: Class 11 contains 57696 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24815 members 
Mstep: Class 15 contains 13982 members 
Mstep: Class 16 contains 438595 members 
Mstep: Class 17 contains 7024 members 
Mstep: Class 18 contains 16760 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 163495 members 
Mstep: Class 22 contains 134316 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94178 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622328.000000 Penalty: 96286.414062
Iteration 451Q: 29 clusters Score -9.362233e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35150 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11228 members 
Mstep: Class 11 contains 57892 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24816 members 
Mstep: Class 15 contains 13979 members 
Mstep: Class 16 contains 438601 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 16757 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 4719 members 
Mstep: Class 21 contains 163467 members 
Mstep: Class 22 contains 134277 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94093 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622376.000000 Penalty: 96286.414062
Iteration 452Q: 29 clusters Score -9.362238e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35148 members 
Mstep: Class 8 contains 3010 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11231 members 
Mstep: Class 11 contains 58097 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24814 members 
Mstep: Class 15 contains 13978 members 
Mstep: Class 16 contains 438602 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 16751 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 163415 members 
Mstep: Class 22 contains 134250 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 94010 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622128.000000 Penalty: 96286.414062
Iteration 453Q: 29 clusters Score -9.362213e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35147 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11232 members 
Mstep: Class 11 contains 58321 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24808 members 
Mstep: Class 15 contains 13976 members 
Mstep: Class 16 contains 438603 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 16750 members 
Mstep: Class 19 contains 15658 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 163363 members 
Mstep: Class 22 contains 134220 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93920 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622136.000000 Penalty: 96286.414062
Iteration 454Q: 29 clusters Score -9.362214e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35145 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11238 members 
Mstep: Class 11 contains 58552 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24810 members 
Mstep: Class 15 contains 13978 members 
Mstep: Class 16 contains 438601 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 16741 members 
Mstep: Class 19 contains 15657 members 
Mstep: Class 20 contains 4719 members 
Mstep: Class 21 contains 163313 members 
Mstep: Class 22 contains 134188 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93818 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622296.000000 Penalty: 96286.414062
Iteration 455Q: 29 clusters Score -9.36223e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5746 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 35143 members 
Mstep: Class 8 contains 2885 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11242 members 
Mstep: Class 11 contains 58763 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 15 contains 13976 members 
Mstep: Class 16 contains 438608 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 16737 members 
Mstep: Class 19 contains 15662 members 
Mstep: Class 20 contains 4719 members 
Mstep: Class 21 contains 163263 members 
Mstep: Class 22 contains 134156 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93719 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622376.000000 Penalty: 96286.414062
Iteration 456Q: 29 clusters Score -9.362238e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 5744 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 35143 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11249 members 
Mstep: Class 11 contains 58985 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 15 contains 13976 members 
Mstep: Class 16 contains 438617 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16741 members 
Mstep: Class 19 contains 15653 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 163237 members 
Mstep: Class 22 contains 134098 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93611 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622424.000000 Penalty: 96286.414062
Iteration 457Q: 29 clusters Score -9.362242e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 5747 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35142 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11252 members 
Mstep: Class 11 contains 59231 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 13977 members 
Mstep: Class 16 contains 438620 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 16739 members 
Mstep: Class 19 contains 15649 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 163181 members 
Mstep: Class 22 contains 134039 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93518 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622336.000000 Penalty: 96286.414062
Iteration 458Q: 29 clusters Score -9.362234e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35140 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11257 members 
Mstep: Class 11 contains 59457 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24797 members 
Mstep: Class 15 contains 13977 members 
Mstep: Class 16 contains 438630 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 16737 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 163139 members 
Mstep: Class 22 contains 133991 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93415 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622344.000000 Penalty: 96286.414062
Iteration 459Q: 29 clusters Score -9.362234e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35139 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11263 members 
Mstep: Class 11 contains 59678 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24793 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 438631 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 16736 members 
Mstep: Class 19 contains 15659 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 163111 members 
Mstep: Class 22 contains 133944 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93298 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622376.000000 Penalty: 96286.414062
Iteration 460F: 29 clusters Score -9.362238e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35136 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11272 members 
Mstep: Class 11 contains 59894 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24794 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 438632 members 
Mstep: Class 17 contains 7023 members 
Mstep: Class 18 contains 16734 members 
Mstep: Class 19 contains 15666 members 
Mstep: Class 20 contains 4719 members 
Mstep: Class 21 contains 163063 members 
Mstep: Class 22 contains 133905 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93191 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622352.000000 Penalty: 96286.414062
Iteration 461Q: 29 clusters Score -9.362235e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 5744 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35134 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 60106 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 15 contains 13966 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7024 members 
Mstep: Class 18 contains 16730 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 163006 members 
Mstep: Class 22 contains 133849 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93113 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622336.000000 Penalty: 96286.414062
Iteration 462Q: 29 clusters Score -9.362234e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6545 members 
Mstep: Class 4 contains 5744 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35133 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 60323 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24790 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 438633 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 162975 members 
Mstep: Class 22 contains 133789 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 93034 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622456.000000 Penalty: 96286.414062
Iteration 463Q: 29 clusters Score -9.362246e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35131 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 60515 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24791 members 
Mstep: Class 15 contains 13959 members 
Mstep: Class 16 contains 438633 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 162921 members 
Mstep: Class 22 contains 133741 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92969 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622400.000000 Penalty: 96286.414062
Iteration 464Q: 29 clusters Score -9.36224e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35131 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 60674 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24787 members 
Mstep: Class 15 contains 13956 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7023 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 162892 members 
Mstep: Class 22 contains 133695 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92903 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622416.000000 Penalty: 96286.414062
Iteration 465Q: 29 clusters Score -9.362242e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35131 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11299 members 
Mstep: Class 11 contains 60846 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24784 members 
Mstep: Class 15 contains 13952 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7024 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 15662 members 
Mstep: Class 20 contains 4712 members 
Mstep: Class 21 contains 162866 members 
Mstep: Class 22 contains 133638 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92839 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622480.000000 Penalty: 96286.414062
Iteration 466Q: 29 clusters Score -9.362248e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35130 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11301 members 
Mstep: Class 11 contains 60978 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24784 members 
Mstep: Class 15 contains 13950 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7026 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 162843 members 
Mstep: Class 22 contains 133604 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92769 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622528.000000 Penalty: 96286.414062
Iteration 467Q: 29 clusters Score -9.362253e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35127 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 61097 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24787 members 
Mstep: Class 15 contains 13949 members 
Mstep: Class 16 contains 438635 members 
Mstep: Class 17 contains 7025 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 15662 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 162817 members 
Mstep: Class 22 contains 133573 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92713 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622312.000000 Penalty: 96286.414062
Iteration 468Q: 29 clusters Score -9.362231e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35127 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 61208 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24785 members 
Mstep: Class 15 contains 13946 members 
Mstep: Class 16 contains 438636 members 
Mstep: Class 17 contains 7024 members 
Mstep: Class 18 contains 16720 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 162795 members 
Mstep: Class 22 contains 133552 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92655 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622264.000000 Penalty: 96286.414062
Iteration 469Q: 29 clusters Score -9.362226e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35124 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 61314 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24785 members 
Mstep: Class 15 contains 13942 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7023 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 162785 members 
Mstep: Class 22 contains 133524 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92603 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622192.000000 Penalty: 96286.414062
Iteration 470Q: 29 clusters Score -9.362219e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35123 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 61421 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24786 members 
Mstep: Class 15 contains 13936 members 
Mstep: Class 16 contains 438643 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 16708 members 
Mstep: Class 19 contains 15665 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 162767 members 
Mstep: Class 22 contains 133515 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92547 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622264.000000 Penalty: 96286.414062
Iteration 471Q: 29 clusters Score -9.362226e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35123 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 61509 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24786 members 
Mstep: Class 15 contains 13932 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 16705 members 
Mstep: Class 19 contains 15665 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 162750 members 
Mstep: Class 22 contains 133507 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92500 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622304.000000 Penalty: 96286.414062
Iteration 472Q: 29 clusters Score -9.36223e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4786 members 
Mstep: Class 7 contains 35121 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 61586 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24786 members 
Mstep: Class 15 contains 13928 members 
Mstep: Class 16 contains 438643 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 16705 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 162731 members 
Mstep: Class 22 contains 133501 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92457 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622320.000000 Penalty: 96286.414062
Iteration 473Q: 29 clusters Score -9.362232e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35121 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 61667 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24784 members 
Mstep: Class 15 contains 13925 members 
Mstep: Class 16 contains 438643 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 16703 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 162721 members 
Mstep: Class 22 contains 133494 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92409 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622344.000000 Penalty: 96286.414062
Iteration 474Q: 29 clusters Score -9.362234e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35119 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 61758 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24787 members 
Mstep: Class 15 contains 13920 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 16700 members 
Mstep: Class 19 contains 15666 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 162713 members 
Mstep: Class 22 contains 133468 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92370 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622376.000000 Penalty: 96286.414062
Iteration 475Q: 29 clusters Score -9.362238e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11320 members 
Mstep: Class 11 contains 61828 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 13916 members 
Mstep: Class 16 contains 438643 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16702 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 162695 members 
Mstep: Class 22 contains 133453 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92334 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622464.000000 Penalty: 96286.414062
Iteration 476Q: 29 clusters Score -9.362246e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 61885 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24791 members 
Mstep: Class 15 contains 13911 members 
Mstep: Class 16 contains 438653 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 162671 members 
Mstep: Class 22 contains 133440 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92307 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622440.000000 Penalty: 96286.414062
Iteration 477Q: 29 clusters Score -9.362244e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 61936 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24791 members 
Mstep: Class 15 contains 13907 members 
Mstep: Class 16 contains 438657 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16708 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 162656 members 
Mstep: Class 22 contains 133435 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92276 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622512.000000 Penalty: 96286.414062
Iteration 478Q: 29 clusters Score -9.362251e+07 nChanged 100
Entering ConstructFrom: 
Score: -93622512.000000 Penalty: 96286.414062
Entering ConstructFrom: 
Trying to split cluster 1 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -28268.263672 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -28268.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26978.105469 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -26978.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27183.480469 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -27183.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27224.841797 Penalty: 2941.076172
	Iteration 2Q: 3 clusters Score -27224.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27245.599609 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -27245.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27297.882812 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -27297.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27305.730469 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -27305.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27325.806641 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -27325.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27336.900391 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -27336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27336.900391 Penalty: 2941.076172
	Iteration 8F: 3 clusters Score -27336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -106674.296875 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -106674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104591.703125 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -104591.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -104945.546875 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -104945.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -105080.585938 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -105080.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -105182.148438 Penalty: 3544.799072
	Iteration 3Q: 3 clusters Score -105182.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105302.687500 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -105302.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105512.265625 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -105512.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -105603.742188 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -105603.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105667.843750 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -105667.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -105718.210938 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -105718.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105763.664062 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -105763.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105816.140625 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -105816.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105852.078125 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -105852.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105879.187500 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -105879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -105896.562500 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -105896.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105909.875000 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -105909.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105925.046875 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -105925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105928.945312 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -105928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105932.179688 Penalty: 3544.799072
	Iteration 17Q: 3 clusters Score -105932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105940.531250 Penalty: 3544.799072
	Iteration 18Q: 3 clusters Score -105940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105950.875000 Penalty: 3544.799072
	Iteration 19Q: 3 clusters Score -105950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105959.898438 Penalty: 3544.799072
	Iteration 20F: 3 clusters Score -105959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105978.382812 Penalty: 3544.799072
	Iteration 21Q: 3 clusters Score -105978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105985.929688 Penalty: 3544.799072
	Iteration 22Q: 3 clusters Score -105985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105986.625000 Penalty: 3544.799072
	Iteration 23Q: 3 clusters Score -105986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105988.718750 Penalty: 3544.799072
	Iteration 24Q: 3 clusters Score -105988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105990.296875 Penalty: 3544.799072
	Iteration 25Q: 3 clusters Score -105990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105992.882812 Penalty: 3544.799072
	Iteration 26Q: 3 clusters Score -105992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105993.421875 Penalty: 3544.799072
	Iteration 27Q: 3 clusters Score -105993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105994.460938 Penalty: 3544.799072
	Iteration 28Q: 3 clusters Score -105994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105994.460938 Penalty: 3544.799072
	Iteration 29F: 3 clusters Score -105994.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Entering Unmasked Estep 
Score: -576004.250000 Penalty: 2179.343994
	Iteration 0F: 2 clusters Score -576004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -570521.500000 Penalty: 4358.687988
	Iteration 0F: 3 clusters Score -570521.5 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -571954.125000 Penalty: 4358.687988
	Iteration 1F: 3 clusters Score -571954.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -572180.125000 Penalty: 4358.687988
	Iteration 2F: 3 clusters Score -572180.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -572327.187500 Penalty: 4358.687988
	Iteration 3Q: 3 clusters Score -572327.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -572415.750000 Penalty: 4358.687988
	Iteration 4Q: 3 clusters Score -572415.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -572498.000000 Penalty: 4358.687988
	Iteration 5Q: 3 clusters Score -572498 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -572561.937500 Penalty: 4358.687988
	Iteration 6Q: 3 clusters Score -572561.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -572621.187500 Penalty: 4358.687988
	Iteration 7Q: 3 clusters Score -572621.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -572659.562500 Penalty: 4358.687988
	Iteration 8Q: 3 clusters Score -572659.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -572686.687500 Penalty: 4358.687988
	Iteration 9Q: 3 clusters Score -572686.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -572711.062500 Penalty: 4358.687988
	Iteration 10Q: 3 clusters Score -572711.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -572732.375000 Penalty: 4358.687988
	Iteration 11Q: 3 clusters Score -572732.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -572754.062500 Penalty: 4358.687988
	Iteration 12Q: 3 clusters Score -572754.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -572771.312500 Penalty: 4358.687988
	Iteration 13Q: 3 clusters Score -572771.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -572783.750000 Penalty: 4358.687988
	Iteration 14Q: 3 clusters Score -572783.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -572795.062500 Penalty: 4358.687988
	Iteration 15Q: 3 clusters Score -572795.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -572805.687500 Penalty: 4358.687988
	Iteration 16Q: 3 clusters Score -572805.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -572815.000000 Penalty: 4358.687988
	Iteration 17Q: 3 clusters Score -572815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -572822.312500 Penalty: 4358.687988
	Iteration 18Q: 3 clusters Score -572822.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -572832.625000 Penalty: 4358.687988
	Iteration 19Q: 3 clusters Score -572832.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -572843.000000 Penalty: 4358.687988
	Iteration 20F: 3 clusters Score -572843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -572849.312500 Penalty: 4358.687988
	Iteration 21Q: 3 clusters Score -572849.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -572860.375000 Penalty: 4358.687988
	Iteration 22Q: 3 clusters Score -572860.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -572870.562500 Penalty: 4358.687988
	Iteration 23Q: 3 clusters Score -572870.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -572882.312500 Penalty: 4358.687988
	Iteration 24Q: 3 clusters Score -572882.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -572894.437500 Penalty: 4358.687988
	Iteration 25Q: 3 clusters Score -572894.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -572908.625000 Penalty: 4358.687988
	Iteration 26Q: 3 clusters Score -572908.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -572919.187500 Penalty: 4358.687988
	Iteration 27Q: 3 clusters Score -572919.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -572931.375000 Penalty: 4358.687988
	Iteration 28Q: 3 clusters Score -572931.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -572940.312500 Penalty: 4358.687988
	Iteration 29Q: 3 clusters Score -572940.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -572949.250000 Penalty: 4358.687988
	Iteration 30Q: 3 clusters Score -572949.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -572962.125000 Penalty: 4358.687988
	Iteration 31Q: 3 clusters Score -572962.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -572976.562500 Penalty: 4358.687988
	Iteration 32Q: 3 clusters Score -572976.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -572991.750000 Penalty: 4358.687988
	Iteration 33Q: 3 clusters Score -572991.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -573005.187500 Penalty: 4358.687988
	Iteration 34Q: 3 clusters Score -573005.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -573025.562500 Penalty: 4358.687988
	Iteration 35Q: 3 clusters Score -573025.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -573058.250000 Penalty: 4358.687988
	Iteration 36Q: 3 clusters Score -573058.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -573090.875000 Penalty: 4358.687988
	Iteration 37Q: 3 clusters Score -573090.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -573120.500000 Penalty: 4358.687988
	Iteration 38Q: 3 clusters Score -573120.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -573154.500000 Penalty: 4358.687988
	Iteration 39Q: 3 clusters Score -573154.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -573184.375000 Penalty: 4358.687988
	Iteration 40F: 3 clusters Score -573184.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -573219.500000 Penalty: 4358.687988
	Iteration 41Q: 3 clusters Score -573219.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -573265.000000 Penalty: 4358.687988
	Iteration 42Q: 3 clusters Score -573265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -573308.687500 Penalty: 4358.687988
	Iteration 43Q: 3 clusters Score -573308.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -573354.687500 Penalty: 4358.687988
	Iteration 44Q: 3 clusters Score -573354.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -573414.062500 Penalty: 4358.687988
	Iteration 45Q: 3 clusters Score -573414.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -573484.000000 Penalty: 4358.687988
	Iteration 46Q: 3 clusters Score -573484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -573550.125000 Penalty: 4358.687988
	Iteration 47Q: 3 clusters Score -573550.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -573613.875000 Penalty: 4358.687988
	Iteration 48Q: 3 clusters Score -573613.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -573675.000000 Penalty: 4358.687988
	Iteration 49Q: 3 clusters Score -573675 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -573739.687500 Penalty: 4358.687988
	Iteration 50Q: 3 clusters Score -573739.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -573803.375000 Penalty: 4358.687988
	Iteration 51Q: 3 clusters Score -573803.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -573843.750000 Penalty: 4358.687988
	Iteration 52Q: 3 clusters Score -573843.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -573884.437500 Penalty: 4358.687988
	Iteration 53Q: 3 clusters Score -573884.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -573909.625000 Penalty: 4358.687988
	Iteration 54Q: 3 clusters Score -573909.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -573938.562500 Penalty: 4358.687988
	Iteration 55Q: 3 clusters Score -573938.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -573960.625000 Penalty: 4358.687988
	Iteration 56Q: 3 clusters Score -573960.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -573978.125000 Penalty: 4358.687988
	Iteration 57Q: 3 clusters Score -573978.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -573994.937500 Penalty: 4358.687988
	Iteration 58Q: 3 clusters Score -573994.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -574013.937500 Penalty: 4358.687988
	Iteration 59Q: 3 clusters Score -574013.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -574033.500000 Penalty: 4358.687988
	Iteration 60F: 3 clusters Score -574033.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -574044.000000 Penalty: 4358.687988
	Iteration 61Q: 3 clusters Score -574044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -574055.750000 Penalty: 4358.687988
	Iteration 62Q: 3 clusters Score -574055.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -574068.375000 Penalty: 4358.687988
	Iteration 63Q: 3 clusters Score -574068.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -574076.250000 Penalty: 4358.687988
	Iteration 64Q: 3 clusters Score -574076.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -574084.312500 Penalty: 4358.687988
	Iteration 65Q: 3 clusters Score -574084.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -574095.250000 Penalty: 4358.687988
	Iteration 66Q: 3 clusters Score -574095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -574100.187500 Penalty: 4358.687988
	Iteration 67Q: 3 clusters Score -574100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -574106.437500 Penalty: 4358.687988
	Iteration 68Q: 3 clusters Score -574106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -574109.937500 Penalty: 4358.687988
	Iteration 69Q: 3 clusters Score -574109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -574114.250000 Penalty: 4358.687988
	Iteration 70Q: 3 clusters Score -574114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -574118.812500 Penalty: 4358.687988
	Iteration 71Q: 3 clusters Score -574118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -574124.750000 Penalty: 4358.687988
	Iteration 72Q: 3 clusters Score -574124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -574128.375000 Penalty: 4358.687988
	Iteration 73Q: 3 clusters Score -574128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -574134.312500 Penalty: 4358.687988
	Iteration 74Q: 3 clusters Score -574134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -574137.500000 Penalty: 4358.687988
	Iteration 75Q: 3 clusters Score -574137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -574138.250000 Penalty: 4358.687988
	Iteration 76Q: 3 clusters Score -574138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -574144.000000 Penalty: 4358.687988
	Iteration 77Q: 3 clusters Score -574144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -574146.437500 Penalty: 4358.687988
	Iteration 78Q: 3 clusters Score -574146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -574147.812500 Penalty: 4358.687988
	Iteration 79Q: 3 clusters Score -574147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -574147.750000 Penalty: 4358.687988
	Iteration 80F: 3 clusters Score -574147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -574149.187500 Penalty: 4358.687988
	Iteration 81Q: 3 clusters Score -574149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -574150.312500 Penalty: 4358.687988
	Iteration 82Q: 3 clusters Score -574150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -574151.125000 Penalty: 4358.687988
	Iteration 83Q: 3 clusters Score -574151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -574154.187500 Penalty: 4358.687988
	Iteration 84Q: 3 clusters Score -574154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -574155.875000 Penalty: 4358.687988
	Iteration 85Q: 3 clusters Score -574155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -574159.687500 Penalty: 4358.687988
	Iteration 86Q: 3 clusters Score -574159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -574162.312500 Penalty: 4358.687988
	Iteration 87Q: 3 clusters Score -574162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -574162.312500 Penalty: 4358.687988
	Iteration 88F: 3 clusters Score -574162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Entering Unmasked Estep 
Score: -532074.625000 Penalty: 2146.406738
	Iteration 0F: 2 clusters Score -532074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -527047.500000 Penalty: 4292.813477
	Iteration 0F: 3 clusters Score -527047.5 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -528323.875000 Penalty: 4292.813477
	Iteration 1F: 3 clusters Score -528323.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -528545.125000 Penalty: 4292.813477
	Iteration 2F: 3 clusters Score -528545.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -528690.625000 Penalty: 4292.813477
	Iteration 3F: 3 clusters Score -528690.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -528794.187500 Penalty: 4292.813477
	Iteration 4Q: 3 clusters Score -528794.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -528874.812500 Penalty: 4292.813477
	Iteration 5Q: 3 clusters Score -528874.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -528951.312500 Penalty: 4292.813477
	Iteration 6Q: 3 clusters Score -528951.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -529023.312500 Penalty: 4292.813477
	Iteration 7Q: 3 clusters Score -529023.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -529087.187500 Penalty: 4292.813477
	Iteration 8Q: 3 clusters Score -529087.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -529137.500000 Penalty: 4292.813477
	Iteration 9Q: 3 clusters Score -529137.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -529188.937500 Penalty: 4292.813477
	Iteration 10Q: 3 clusters Score -529188.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -529243.562500 Penalty: 4292.813477
	Iteration 11Q: 3 clusters Score -529243.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -529308.312500 Penalty: 4292.813477
	Iteration 12Q: 3 clusters Score -529308.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -529371.187500 Penalty: 4292.813477
	Iteration 13Q: 3 clusters Score -529371.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -529435.375000 Penalty: 4292.813477
	Iteration 14Q: 3 clusters Score -529435.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -529513.812500 Penalty: 4292.813477
	Iteration 15Q: 3 clusters Score -529513.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -529589.625000 Penalty: 4292.813477
	Iteration 16Q: 3 clusters Score -529589.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -529666.000000 Penalty: 4292.813477
	Iteration 17Q: 3 clusters Score -529666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -529745.500000 Penalty: 4292.813477
	Iteration 18Q: 3 clusters Score -529745.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -529825.000000 Penalty: 4292.813477
	Iteration 19Q: 3 clusters Score -529825 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -529888.500000 Penalty: 4292.813477
	Iteration 20F: 3 clusters Score -529888.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -529943.812500 Penalty: 4292.813477
	Iteration 21Q: 3 clusters Score -529943.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -529993.437500 Penalty: 4292.813477
	Iteration 22Q: 3 clusters Score -529993.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -530045.750000 Penalty: 4292.813477
	Iteration 23Q: 3 clusters Score -530045.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -530097.375000 Penalty: 4292.813477
	Iteration 24Q: 3 clusters Score -530097.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -530130.687500 Penalty: 4292.813477
	Iteration 25Q: 3 clusters Score -530130.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -530179.625000 Penalty: 4292.813477
	Iteration 26Q: 3 clusters Score -530179.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -530224.750000 Penalty: 4292.813477
	Iteration 27Q: 3 clusters Score -530224.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -530255.375000 Penalty: 4292.813477
	Iteration 28Q: 3 clusters Score -530255.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -530276.750000 Penalty: 4292.813477
	Iteration 29Q: 3 clusters Score -530276.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -530298.875000 Penalty: 4292.813477
	Iteration 30Q: 3 clusters Score -530298.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -530313.875000 Penalty: 4292.813477
	Iteration 31Q: 3 clusters Score -530313.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -530327.437500 Penalty: 4292.813477
	Iteration 32Q: 3 clusters Score -530327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -530332.625000 Penalty: 4292.813477
	Iteration 33Q: 3 clusters Score -530332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -530336.375000 Penalty: 4292.813477
	Iteration 34Q: 3 clusters Score -530336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -530341.875000 Penalty: 4292.813477
	Iteration 35Q: 3 clusters Score -530341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -530346.750000 Penalty: 4292.813477
	Iteration 36Q: 3 clusters Score -530346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -530353.187500 Penalty: 4292.813477
	Iteration 37Q: 3 clusters Score -530353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -530358.812500 Penalty: 4292.813477
	Iteration 38Q: 3 clusters Score -530358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -530362.875000 Penalty: 4292.813477
	Iteration 39Q: 3 clusters Score -530362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -530371.562500 Penalty: 4292.813477
	Iteration 40F: 3 clusters Score -530371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -530376.125000 Penalty: 4292.813477
	Iteration 41Q: 3 clusters Score -530376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -530379.625000 Penalty: 4292.813477
	Iteration 42Q: 3 clusters Score -530379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -530381.187500 Penalty: 4292.813477
	Iteration 43Q: 3 clusters Score -530381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -530381.187500 Penalty: 4292.813477
	Iteration 44F: 3 clusters Score -530381.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -494413.218750 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -494413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -489460.312500 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -489460.3 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -490636.437500 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -490636.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -490860.625000 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -490860.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -491001.343750 Penalty: 4299.851562
	Iteration 3Q: 3 clusters Score -491001.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -491115.312500 Penalty: 4299.851562
	Iteration 4Q: 3 clusters Score -491115.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -491224.000000 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -491224 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -491314.781250 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -491314.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -491412.468750 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -491412.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -491510.000000 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -491510 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -491632.625000 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -491632.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -491770.843750 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -491770.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -491910.843750 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -491910.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -492052.031250 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -492052 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -492189.781250 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -492189.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -492330.218750 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -492330.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -492453.656250 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -492453.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -492541.468750 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -492541.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -492632.843750 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -492632.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -492693.187500 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -492693.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -492740.218750 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -492740.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -492774.468750 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -492774.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -492803.125000 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -492803.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -492830.156250 Penalty: 4299.851562
	Iteration 22Q: 3 clusters Score -492830.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -492852.906250 Penalty: 4299.851562
	Iteration 23Q: 3 clusters Score -492852.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -492874.593750 Penalty: 4299.851562
	Iteration 24Q: 3 clusters Score -492874.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -492890.718750 Penalty: 4299.851562
	Iteration 25Q: 3 clusters Score -492890.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -492903.406250 Penalty: 4299.851562
	Iteration 26Q: 3 clusters Score -492903.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -492912.468750 Penalty: 4299.851562
	Iteration 27Q: 3 clusters Score -492912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -492918.406250 Penalty: 4299.851562
	Iteration 28Q: 3 clusters Score -492918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -492925.625000 Penalty: 4299.851562
	Iteration 29Q: 3 clusters Score -492925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -492931.468750 Penalty: 4299.851562
	Iteration 30Q: 3 clusters Score -492931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -492938.625000 Penalty: 4299.851562
	Iteration 31Q: 3 clusters Score -492938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -492941.812500 Penalty: 4299.851562
	Iteration 32Q: 3 clusters Score -492941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -492945.062500 Penalty: 4299.851562
	Iteration 33Q: 3 clusters Score -492945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -492946.531250 Penalty: 4299.851562
	Iteration 34Q: 3 clusters Score -492946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -492948.812500 Penalty: 4299.851562
	Iteration 35Q: 3 clusters Score -492948.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -492951.093750 Penalty: 4299.851562
	Iteration 36Q: 3 clusters Score -492951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -492954.062500 Penalty: 4299.851562
	Iteration 37Q: 3 clusters Score -492954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -492958.812500 Penalty: 4299.851562
	Iteration 38Q: 3 clusters Score -492958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -492962.187500 Penalty: 4299.851562
	Iteration 39Q: 3 clusters Score -492962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -492964.968750 Penalty: 4299.851562
	Iteration 40F: 3 clusters Score -492965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -492968.187500 Penalty: 4299.851562
	Iteration 41Q: 3 clusters Score -492968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -492970.000000 Penalty: 4299.851562
	Iteration 42Q: 3 clusters Score -492970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -492970.968750 Penalty: 4299.851562
	Iteration 43Q: 3 clusters Score -492971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -492972.781250 Penalty: 4299.851562
	Iteration 44Q: 3 clusters Score -492972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -492972.781250 Penalty: 4299.851562
	Iteration 45F: 3 clusters Score -492972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Entering Unmasked Estep 
Score: -412569.031250 Penalty: 2101.260254
	Iteration 0F: 2 clusters Score -412569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -408182.156250 Penalty: 4202.520508
	Iteration 0F: 3 clusters Score -408182.2 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -409173.625000 Penalty: 4202.520508
	Iteration 1F: 3 clusters Score -409173.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -409394.375000 Penalty: 4202.520508
	Iteration 2F: 3 clusters Score -409394.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -409540.312500 Penalty: 4202.520508
	Iteration 3F: 3 clusters Score -409540.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -409634.593750 Penalty: 4202.520508
	Iteration 4Q: 3 clusters Score -409634.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -409709.000000 Penalty: 4202.520508
	Iteration 5Q: 3 clusters Score -409709 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -409767.375000 Penalty: 4202.520508
	Iteration 6Q: 3 clusters Score -409767.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -409815.562500 Penalty: 4202.520508
	Iteration 7Q: 3 clusters Score -409815.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -409858.718750 Penalty: 4202.520508
	Iteration 8Q: 3 clusters Score -409858.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -409891.062500 Penalty: 4202.520508
	Iteration 9Q: 3 clusters Score -409891.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -409923.781250 Penalty: 4202.520508
	Iteration 10Q: 3 clusters Score -409923.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -409947.125000 Penalty: 4202.520508
	Iteration 11Q: 3 clusters Score -409947.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -409964.781250 Penalty: 4202.520508
	Iteration 12Q: 3 clusters Score -409964.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -409980.250000 Penalty: 4202.520508
	Iteration 13Q: 3 clusters Score -409980.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -409993.875000 Penalty: 4202.520508
	Iteration 14Q: 3 clusters Score -409993.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -410006.062500 Penalty: 4202.520508
	Iteration 15Q: 3 clusters Score -410006.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -410015.687500 Penalty: 4202.520508
	Iteration 16Q: 3 clusters Score -410015.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -410025.468750 Penalty: 4202.520508
	Iteration 17Q: 3 clusters Score -410025.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -410033.250000 Penalty: 4202.520508
	Iteration 18Q: 3 clusters Score -410033.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -410039.406250 Penalty: 4202.520508
	Iteration 19Q: 3 clusters Score -410039.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -410047.937500 Penalty: 4202.520508
	Iteration 20F: 3 clusters Score -410047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -410052.000000 Penalty: 4202.520508
	Iteration 21Q: 3 clusters Score -410052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -410054.656250 Penalty: 4202.520508
	Iteration 22Q: 3 clusters Score -410054.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -410058.031250 Penalty: 4202.520508
	Iteration 23Q: 3 clusters Score -410058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -410060.093750 Penalty: 4202.520508
	Iteration 24Q: 3 clusters Score -410060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -410061.250000 Penalty: 4202.520508
	Iteration 25Q: 3 clusters Score -410061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -410062.843750 Penalty: 4202.520508
	Iteration 26Q: 3 clusters Score -410062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -410063.843750 Penalty: 4202.520508
	Iteration 27Q: 3 clusters Score -410063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -410065.718750 Penalty: 4202.520508
	Iteration 28Q: 3 clusters Score -410065.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -410068.312500 Penalty: 4202.520508
	Iteration 29Q: 3 clusters Score -410068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -410070.218750 Penalty: 4202.520508
	Iteration 30Q: 3 clusters Score -410070.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -410073.750000 Penalty: 4202.520508
	Iteration 31Q: 3 clusters Score -410073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -410077.218750 Penalty: 4202.520508
	Iteration 32Q: 3 clusters Score -410077.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -410080.218750 Penalty: 4202.520508
	Iteration 33Q: 3 clusters Score -410080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -410083.312500 Penalty: 4202.520508
	Iteration 34Q: 3 clusters Score -410083.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -410087.000000 Penalty: 4202.520508
	Iteration 35Q: 3 clusters Score -410087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -410090.718750 Penalty: 4202.520508
	Iteration 36Q: 3 clusters Score -410090.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -410094.843750 Penalty: 4202.520508
	Iteration 37Q: 3 clusters Score -410094.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -410099.906250 Penalty: 4202.520508
	Iteration 38Q: 3 clusters Score -410099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -410102.156250 Penalty: 4202.520508
	Iteration 39Q: 3 clusters Score -410102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -410105.875000 Penalty: 4202.520508
	Iteration 40F: 3 clusters Score -410105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -410109.468750 Penalty: 4202.520508
	Iteration 41Q: 3 clusters Score -410109.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -410112.406250 Penalty: 4202.520508
	Iteration 42Q: 3 clusters Score -410112.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -410113.343750 Penalty: 4202.520508
	Iteration 43Q: 3 clusters Score -410113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -410113.968750 Penalty: 4202.520508
	Iteration 44Q: 3 clusters Score -410114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -410115.375000 Penalty: 4202.520508
	Iteration 45Q: 3 clusters Score -410115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -410115.281250 Penalty: 4202.520508
	Iteration 46Q: 3 clusters Score -410115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -410115.031250 Penalty: 4202.520508
	Iteration 47Q: 3 clusters Score -410115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -410118.187500 Penalty: 4202.520508
	Iteration 48Q: 3 clusters Score -410118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -410120.156250 Penalty: 4202.520508
	Iteration 49Q: 3 clusters Score -410120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -410121.500000 Penalty: 4202.520508
	Iteration 50Q: 3 clusters Score -410121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -410123.500000 Penalty: 4202.520508
	Iteration 51Q: 3 clusters Score -410123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -410124.625000 Penalty: 4202.520508
	Iteration 52Q: 3 clusters Score -410124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -410126.062500 Penalty: 4202.520508
	Iteration 53Q: 3 clusters Score -410126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -410126.843750 Penalty: 4202.520508
	Iteration 54Q: 3 clusters Score -410126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -410128.437500 Penalty: 4202.520508
	Iteration 55Q: 3 clusters Score -410128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -410129.312500 Penalty: 4202.520508
	Iteration 56Q: 3 clusters Score -410129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -410131.343750 Penalty: 4202.520508
	Iteration 57Q: 3 clusters Score -410131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -410131.468750 Penalty: 4202.520508
	Iteration 58Q: 3 clusters Score -410131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -410134.625000 Penalty: 4202.520508
	Iteration 59Q: 3 clusters Score -410134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -410136.531250 Penalty: 4202.520508
	Iteration 60F: 3 clusters Score -410136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -410136.031250 Penalty: 4202.520508
	Iteration 61Q: 3 clusters Score -410136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -410136.312500 Penalty: 4202.520508
	Iteration 62Q: 3 clusters Score -410136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -410136.312500 Penalty: 4202.520508
	Iteration 63F: 3 clusters Score -410136.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Entering Unmasked Estep 
Score: -3330718.250000 Penalty: 2595.684326
	Iteration 0F: 2 clusters Score -3330718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3306870.500000 Penalty: 5191.368652
	Iteration 0F: 3 clusters Score -3306870 nChanged 16058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3315607.000000 Penalty: 5191.368652
	Iteration 1F: 3 clusters Score -3315607 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3316213.500000 Penalty: 5191.368652
	Iteration 2Q: 3 clusters Score -3316214 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3316940.000000 Penalty: 5191.368652
	Iteration 3Q: 3 clusters Score -3316940 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3317986.250000 Penalty: 5191.368652
	Iteration 4F: 3 clusters Score -3317986 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3319405.750000 Penalty: 5191.368652
	Iteration 5F: 3 clusters Score -3319406 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3321139.750000 Penalty: 5191.368652
	Iteration 6F: 3 clusters Score -3321140 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3323130.750000 Penalty: 5191.368652
	Iteration 7F: 3 clusters Score -3323131 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3324946.750000 Penalty: 5191.368652
	Iteration 8F: 3 clusters Score -3324947 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3326382.750000 Penalty: 5191.368652
	Iteration 9Q: 3 clusters Score -3326383 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3327333.750000 Penalty: 5191.368652
	Iteration 10Q: 3 clusters Score -3327334 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3327872.000000 Penalty: 5191.368652
	Iteration 11Q: 3 clusters Score -3327872 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3328153.000000 Penalty: 5191.368652
	Iteration 12Q: 3 clusters Score -3328153 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3328320.000000 Penalty: 5191.368652
	Iteration 13Q: 3 clusters Score -3328320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3328417.500000 Penalty: 5191.368652
	Iteration 14Q: 3 clusters Score -3328418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3328492.250000 Penalty: 5191.368652
	Iteration 15Q: 3 clusters Score -3328492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3328529.000000 Penalty: 5191.368652
	Iteration 16Q: 3 clusters Score -3328529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3328544.500000 Penalty: 5191.368652
	Iteration 17Q: 3 clusters Score -3328544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3328549.000000 Penalty: 5191.368652
	Iteration 18Q: 3 clusters Score -3328549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3328560.750000 Penalty: 5191.368652
	Iteration 19Q: 3 clusters Score -3328561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3328571.500000 Penalty: 5191.368652
	Iteration 20F: 3 clusters Score -3328572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3328574.250000 Penalty: 5191.368652
	Iteration 21Q: 3 clusters Score -3328574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3328574.750000 Penalty: 5191.368652
	Iteration 22Q: 3 clusters Score -3328575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3328573.000000 Penalty: 5191.368652
	Iteration 23Q: 3 clusters Score -3328573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3328575.750000 Penalty: 5191.368652
	Iteration 24Q: 3 clusters Score -3328576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3328575.750000 Penalty: 5191.368652
	Iteration 25F: 3 clusters Score -3328576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -219771.875000 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -219771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -216846.015625 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -216846 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -217452.703125 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -217452.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -217631.031250 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -217631 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -217731.750000 Penalty: 3876.542725
	Iteration 3Q: 3 clusters Score -217731.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -217807.156250 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -217807.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -217845.171875 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -217845.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -217867.734375 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -217867.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -217879.000000 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -217879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -217892.156250 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -217892.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -217908.812500 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -217908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -217923.437500 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -217923.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -217931.890625 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -217931.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -217938.000000 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -217938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -217946.468750 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -217946.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -217954.421875 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -217954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -217959.453125 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -217959.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -217963.625000 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -217963.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -217967.343750 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -217967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -217970.421875 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -217970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -217973.906250 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -217973.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -217983.984375 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -217984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -217999.812500 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -217999.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -218018.531250 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -218018.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -218038.703125 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -218038.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -218052.453125 Penalty: 3876.542725
	Iteration 24Q: 3 clusters Score -218052.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -218062.125000 Penalty: 3876.542725
	Iteration 25Q: 3 clusters Score -218062.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -218073.328125 Penalty: 3876.542725
	Iteration 26Q: 3 clusters Score -218073.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -218086.093750 Penalty: 3876.542725
	Iteration 27Q: 3 clusters Score -218086.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -218094.578125 Penalty: 3876.542725
	Iteration 28Q: 3 clusters Score -218094.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -218106.078125 Penalty: 3876.542725
	Iteration 29Q: 3 clusters Score -218106.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -218115.703125 Penalty: 3876.542725
	Iteration 30Q: 3 clusters Score -218115.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -218123.234375 Penalty: 3876.542725
	Iteration 31Q: 3 clusters Score -218123.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -218132.765625 Penalty: 3876.542725
	Iteration 32Q: 3 clusters Score -218132.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -218142.640625 Penalty: 3876.542725
	Iteration 33Q: 3 clusters Score -218142.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -218158.765625 Penalty: 3876.542725
	Iteration 34Q: 3 clusters Score -218158.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -218173.468750 Penalty: 3876.542725
	Iteration 35Q: 3 clusters Score -218173.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -218187.000000 Penalty: 3876.542725
	Iteration 36Q: 3 clusters Score -218187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -218197.687500 Penalty: 3876.542725
	Iteration 37Q: 3 clusters Score -218197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -218204.437500 Penalty: 3876.542725
	Iteration 38Q: 3 clusters Score -218204.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -218210.421875 Penalty: 3876.542725
	Iteration 39Q: 3 clusters Score -218210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -218215.515625 Penalty: 3876.542725
	Iteration 40F: 3 clusters Score -218215.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -218223.140625 Penalty: 3876.542725
	Iteration 41Q: 3 clusters Score -218223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -218234.734375 Penalty: 3876.542725
	Iteration 42Q: 3 clusters Score -218234.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -218242.468750 Penalty: 3876.542725
	Iteration 43Q: 3 clusters Score -218242.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -218253.812500 Penalty: 3876.542725
	Iteration 44Q: 3 clusters Score -218253.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -218261.750000 Penalty: 3876.542725
	Iteration 45Q: 3 clusters Score -218261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -218267.015625 Penalty: 3876.542725
	Iteration 46Q: 3 clusters Score -218267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -218273.406250 Penalty: 3876.542725
	Iteration 47Q: 3 clusters Score -218273.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -218282.843750 Penalty: 3876.542725
	Iteration 48Q: 3 clusters Score -218282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -218288.843750 Penalty: 3876.542725
	Iteration 49Q: 3 clusters Score -218288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -218297.218750 Penalty: 3876.542725
	Iteration 50Q: 3 clusters Score -218297.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -218307.984375 Penalty: 3876.542725
	Iteration 51Q: 3 clusters Score -218308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -218312.031250 Penalty: 3876.542725
	Iteration 52Q: 3 clusters Score -218312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -218315.703125 Penalty: 3876.542725
	Iteration 53Q: 3 clusters Score -218315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -218319.671875 Penalty: 3876.542725
	Iteration 54Q: 3 clusters Score -218319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -218321.421875 Penalty: 3876.542725
	Iteration 55Q: 3 clusters Score -218321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -218323.406250 Penalty: 3876.542725
	Iteration 56Q: 3 clusters Score -218323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -218325.093750 Penalty: 3876.542725
	Iteration 57Q: 3 clusters Score -218325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -218331.984375 Penalty: 3876.542725
	Iteration 58Q: 3 clusters Score -218332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -218339.062500 Penalty: 3876.542725
	Iteration 59Q: 3 clusters Score -218339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -218347.625000 Penalty: 3876.542725
	Iteration 60F: 3 clusters Score -218347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -218356.765625 Penalty: 3876.542725
	Iteration 61Q: 3 clusters Score -218356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -218363.031250 Penalty: 3876.542725
	Iteration 62Q: 3 clusters Score -218363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -218367.734375 Penalty: 3876.542725
	Iteration 63Q: 3 clusters Score -218367.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -218373.500000 Penalty: 3876.542725
	Iteration 64Q: 3 clusters Score -218373.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -218381.640625 Penalty: 3876.542725
	Iteration 65Q: 3 clusters Score -218381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -218388.328125 Penalty: 3876.542725
	Iteration 66Q: 3 clusters Score -218388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -218390.921875 Penalty: 3876.542725
	Iteration 67Q: 3 clusters Score -218390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -218395.187500 Penalty: 3876.542725
	Iteration 68Q: 3 clusters Score -218395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -218396.843750 Penalty: 3876.542725
	Iteration 69Q: 3 clusters Score -218396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -218398.390625 Penalty: 3876.542725
	Iteration 70Q: 3 clusters Score -218398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -218399.000000 Penalty: 3876.542725
	Iteration 71Q: 3 clusters Score -218399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -218399.437500 Penalty: 3876.542725
	Iteration 72Q: 3 clusters Score -218399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -218399.906250 Penalty: 3876.542725
	Iteration 73Q: 3 clusters Score -218399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -218399.906250 Penalty: 3876.542725
	Iteration 74F: 3 clusters Score -218399.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -67373.882812 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -67373.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65554.828125 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -65554.83 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65832.484375 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -65832.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65984.812500 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -65984.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66195.273438 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -66195.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66320.101562 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -66320.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66492.390625 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -66492.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66684.492188 Penalty: 3329.023193
	Iteration 6F: 3 clusters Score -66684.49 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66857.093750 Penalty: 3329.023193
	Iteration 7F: 3 clusters Score -66857.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67017.687500 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -67017.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67223.476562 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -67223.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67274.500000 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -67274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67280.578125 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -67280.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67282.445312 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -67282.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67285.601562 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -67285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67290.992188 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -67290.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67295.085938 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -67295.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67298.507812 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -67298.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67300.515625 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -67300.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67300.515625 Penalty: 3329.023193
	Iteration 18F: 3 clusters Score -67300.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1011512.437500 Penalty: 2314.956787
	Iteration 0F: 2 clusters Score -1011512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1002955.437500 Penalty: 4629.913574
	Iteration 0F: 3 clusters Score -1002955 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1005648.750000 Penalty: 4629.913574
	Iteration 1F: 3 clusters Score -1005649 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1006188.687500 Penalty: 4629.913574
	Iteration 2F: 3 clusters Score -1006189 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1006702.937500 Penalty: 4629.913574
	Iteration 3F: 3 clusters Score -1006703 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1007175.000000 Penalty: 4629.913574
	Iteration 4F: 3 clusters Score -1007175 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1007613.875000 Penalty: 4629.913574
	Iteration 5F: 3 clusters Score -1007614 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1008029.000000 Penalty: 4629.913574
	Iteration 6F: 3 clusters Score -1008029 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1008412.000000 Penalty: 4629.913574
	Iteration 7F: 3 clusters Score -1008412 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1008727.500000 Penalty: 4629.913574
	Iteration 8Q: 3 clusters Score -1008728 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1008981.125000 Penalty: 4629.913574
	Iteration 9Q: 3 clusters Score -1008981 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1009175.250000 Penalty: 4629.913574
	Iteration 10Q: 3 clusters Score -1009175 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1009337.500000 Penalty: 4629.913574
	Iteration 11Q: 3 clusters Score -1009338 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1009479.750000 Penalty: 4629.913574
	Iteration 12Q: 3 clusters Score -1009480 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1009621.187500 Penalty: 4629.913574
	Iteration 13Q: 3 clusters Score -1009621 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1009737.687500 Penalty: 4629.913574
	Iteration 14Q: 3 clusters Score -1009738 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1009854.375000 Penalty: 4629.913574
	Iteration 15Q: 3 clusters Score -1009854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1009953.875000 Penalty: 4629.913574
	Iteration 16Q: 3 clusters Score -1009954 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1010042.125000 Penalty: 4629.913574
	Iteration 17Q: 3 clusters Score -1010042 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1010114.750000 Penalty: 4629.913574
	Iteration 18Q: 3 clusters Score -1010115 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1010169.187500 Penalty: 4629.913574
	Iteration 19Q: 3 clusters Score -1010169 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1010209.687500 Penalty: 4629.913574
	Iteration 20F: 3 clusters Score -1010210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1010237.312500 Penalty: 4629.913574
	Iteration 21Q: 3 clusters Score -1010237 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1010260.062500 Penalty: 4629.913574
	Iteration 22Q: 3 clusters Score -1010260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1010274.312500 Penalty: 4629.913574
	Iteration 23Q: 3 clusters Score -1010274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1010289.937500 Penalty: 4629.913574
	Iteration 24Q: 3 clusters Score -1010290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1010299.375000 Penalty: 4629.913574
	Iteration 25Q: 3 clusters Score -1010299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1010308.250000 Penalty: 4629.913574
	Iteration 26Q: 3 clusters Score -1010308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1010312.187500 Penalty: 4629.913574
	Iteration 27Q: 3 clusters Score -1010312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1010315.437500 Penalty: 4629.913574
	Iteration 28Q: 3 clusters Score -1010315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1010320.062500 Penalty: 4629.913574
	Iteration 29Q: 3 clusters Score -1010320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1010322.750000 Penalty: 4629.913574
	Iteration 30Q: 3 clusters Score -1010323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1010325.250000 Penalty: 4629.913574
	Iteration 31Q: 3 clusters Score -1010325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1010333.000000 Penalty: 4629.913574
	Iteration 32Q: 3 clusters Score -1010333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1010339.750000 Penalty: 4629.913574
	Iteration 33Q: 3 clusters Score -1010340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1010348.125000 Penalty: 4629.913574
	Iteration 34Q: 3 clusters Score -1010348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1010347.250000 Penalty: 4629.913574
	Iteration 35Q: 3 clusters Score -1010347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1010349.937500 Penalty: 4629.913574
	Iteration 36Q: 3 clusters Score -1010350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1010353.687500 Penalty: 4629.913574
	Iteration 37Q: 3 clusters Score -1010354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1010351.000000 Penalty: 4629.913574
	Iteration 38Q: 3 clusters Score -1010351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1010353.500000 Penalty: 4629.913574
	Iteration 39Q: 3 clusters Score -1010354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1010355.562500 Penalty: 4629.913574
	Iteration 40F: 3 clusters Score -1010356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1010355.750000 Penalty: 4629.913574
	Iteration 41Q: 3 clusters Score -1010356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1010355.250000 Penalty: 4629.913574
	Iteration 42Q: 3 clusters Score -1010355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1010356.000000 Penalty: 4629.913574
	Iteration 43Q: 3 clusters Score -1010356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1010355.437500 Penalty: 4629.913574
	Iteration 44Q: 3 clusters Score -1010355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1010357.500000 Penalty: 4629.913574
	Iteration 45Q: 3 clusters Score -1010358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1010359.000000 Penalty: 4629.913574
	Iteration 46Q: 3 clusters Score -1010359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1010359.750000 Penalty: 4629.913574
	Iteration 47Q: 3 clusters Score -1010360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1010361.687500 Penalty: 4629.913574
	Iteration 48Q: 3 clusters Score -1010362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1010363.250000 Penalty: 4629.913574
	Iteration 49Q: 3 clusters Score -1010363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1010365.750000 Penalty: 4629.913574
	Iteration 50Q: 3 clusters Score -1010366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1010364.187500 Penalty: 4629.913574
	Iteration 51Q: 3 clusters Score -1010364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1010364.062500 Penalty: 4629.913574
	Iteration 52Q: 3 clusters Score -1010364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1010364.750000 Penalty: 4629.913574
	Iteration 53Q: 3 clusters Score -1010365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1010365.625000 Penalty: 4629.913574
	Iteration 54Q: 3 clusters Score -1010366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1010366.687500 Penalty: 4629.913574
	Iteration 55Q: 3 clusters Score -1010367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1010365.375000 Penalty: 4629.913574
	Iteration 56Q: 3 clusters Score -1010365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1010365.375000 Penalty: 4629.913574
	Iteration 57F: 3 clusters Score -1010365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Entering Unmasked Estep 
Score: -5618509.500000 Penalty: 2736.608643
	Iteration 0F: 2 clusters Score -5618510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -5576740.000000 Penalty: 5473.217285
	Iteration 0F: 3 clusters Score -5576740 nChanged 29118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -5593476.500000 Penalty: 5473.217285
	Iteration 1F: 3 clusters Score -5593476 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5594401.500000 Penalty: 5473.217285
	Iteration 2Q: 3 clusters Score -5594402 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -5595648.500000 Penalty: 5473.217285
	Iteration 3Q: 3 clusters Score -5595648 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5597350.500000 Penalty: 5473.217285
	Iteration 4F: 3 clusters Score -5597350 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5599865.000000 Penalty: 5473.217285
	Iteration 5F: 3 clusters Score -5599865 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -5603193.500000 Penalty: 5473.217285
	Iteration 6F: 3 clusters Score -5603194 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5606965.500000 Penalty: 5473.217285
	Iteration 7F: 3 clusters Score -5606966 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -5610499.500000 Penalty: 5473.217285
	Iteration 8F: 3 clusters Score -5610500 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -5613035.500000 Penalty: 5473.217285
	Iteration 9Q: 3 clusters Score -5613036 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5614462.000000 Penalty: 5473.217285
	Iteration 10Q: 3 clusters Score -5614462 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5615206.000000 Penalty: 5473.217285
	Iteration 11Q: 3 clusters Score -5615206 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5615612.000000 Penalty: 5473.217285
	Iteration 12Q: 3 clusters Score -5615612 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5615815.500000 Penalty: 5473.217285
	Iteration 13Q: 3 clusters Score -5615816 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5615940.000000 Penalty: 5473.217285
	Iteration 14Q: 3 clusters Score -5615940 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5616012.500000 Penalty: 5473.217285
	Iteration 15Q: 3 clusters Score -5616012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5616054.000000 Penalty: 5473.217285
	Iteration 16Q: 3 clusters Score -5616054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5616076.000000 Penalty: 5473.217285
	Iteration 17Q: 3 clusters Score -5616076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5616091.500000 Penalty: 5473.217285
	Iteration 18Q: 3 clusters Score -5616092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5616118.500000 Penalty: 5473.217285
	Iteration 19Q: 3 clusters Score -5616118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5616123.000000 Penalty: 5473.217285
	Iteration 20F: 3 clusters Score -5616123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5616134.000000 Penalty: 5473.217285
	Iteration 21Q: 3 clusters Score -5616134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5616160.000000 Penalty: 5473.217285
	Iteration 22Q: 3 clusters Score -5616160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5616171.500000 Penalty: 5473.217285
	Iteration 23Q: 3 clusters Score -5616172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5616170.000000 Penalty: 5473.217285
	Iteration 24Q: 3 clusters Score -5616170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5616171.000000 Penalty: 5473.217285
	Iteration 25Q: 3 clusters Score -5616171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5616169.500000 Penalty: 5473.217285
	Iteration 26Q: 3 clusters Score -5616170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5616178.000000 Penalty: 5473.217285
	Iteration 27Q: 3 clusters Score -5616178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5616183.000000 Penalty: 5473.217285
	Iteration 28Q: 3 clusters Score -5616183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5616181.500000 Penalty: 5473.217285
	Iteration 29Q: 3 clusters Score -5616182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5616189.500000 Penalty: 5473.217285
	Iteration 30Q: 3 clusters Score -5616190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5616185.000000 Penalty: 5473.217285
	Iteration 31Q: 3 clusters Score -5616185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5616189.000000 Penalty: 5473.217285
	Iteration 32Q: 3 clusters Score -5616189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5616189.000000 Penalty: 5473.217285
	Iteration 33F: 3 clusters Score -5616189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -83216.226562 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -83216.23 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 509 members 
Entering Unmasked Estep 
Score: -81244.710938 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -81244.71 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81565.031250 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -81565.03 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81675.390625 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -81675.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81751.562500 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -81751.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81786.023438 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -81786.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -81832.859375 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -81832.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81889.593750 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -81889.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81950.031250 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -81950.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82023.335938 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -82023.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82089.679688 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -82089.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82189.304688 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -82189.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82302.851562 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -82302.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82484.117188 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -82484.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82632.390625 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -82632.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82735.562500 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -82735.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82799.078125 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -82799.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82851.875000 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -82851.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82892.406250 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -82892.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82917.781250 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -82917.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82939.453125 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -82939.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82988.859375 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -82988.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83058.078125 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -83058.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83156.156250 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -83156.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83261.750000 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -83261.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83327.843750 Penalty: 3428.226807
	Iteration 24Q: 3 clusters Score -83327.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83418.031250 Penalty: 3428.226807
	Iteration 25Q: 3 clusters Score -83418.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83496.203125 Penalty: 3428.226807
	Iteration 26Q: 3 clusters Score -83496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83531.796875 Penalty: 3428.226807
	Iteration 27Q: 3 clusters Score -83531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83553.039062 Penalty: 3428.226807
	Iteration 28Q: 3 clusters Score -83553.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83564.867188 Penalty: 3428.226807
	Iteration 29Q: 3 clusters Score -83564.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 30Q: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83566.601562 Penalty: 3428.226807
	Iteration 31F: 3 clusters Score -83566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 11 contains 61989 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24789 members 
Mstep: Class 15 contains 13901 members 
Mstep: Class 16 contains 438657 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 162645 members 
Mstep: Class 22 contains 133420 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92259 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 420 members 
Entering Unmasked Estep 
Score: -93620936.000000 Penalty: 99725.210938
Splitting cluster 12 changes total score from -93622512.000000 to -93620936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -139568.187500 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -139568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -137139.750000 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -137139.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137697.171875 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -137697.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -137915.203125 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -137915.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138042.109375 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -138042.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138138.640625 Penalty: 3689.146484
	Iteration 4Q: 3 clusters Score -138138.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138325.515625 Penalty: 3689.146484
	Iteration 5Q: 3 clusters Score -138325.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138725.500000 Penalty: 3689.146484
	Iteration 6F: 3 clusters Score -138725.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139034.375000 Penalty: 3689.146484
	Iteration 7F: 3 clusters Score -139034.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -139255.593750 Penalty: 3689.146484
	Iteration 8F: 3 clusters Score -139255.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -139376.093750 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -139376.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -139438.671875 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -139438.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139488.312500 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -139488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -139531.593750 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -139531.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -139614.015625 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -139614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -139775.796875 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -139775.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139965.796875 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -139965.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140123.375000 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -140123.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -140237.765625 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -140237.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -140296.593750 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -140296.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -140332.781250 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -140332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -140359.781250 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -140359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140402.140625 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -140402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -140427.078125 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -140427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140449.156250 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -140449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -140456.203125 Penalty: 3689.146484
	Iteration 24Q: 3 clusters Score -140456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -140463.406250 Penalty: 3689.146484
	Iteration 25Q: 3 clusters Score -140463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140465.796875 Penalty: 3689.146484
	Iteration 26Q: 3 clusters Score -140465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140465.796875 Penalty: 3689.146484
	Iteration 27F: 3 clusters Score -140465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 11 contains 61989 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1188 members 
Mstep: Class 14 contains 24789 members 
Mstep: Class 15 contains 13901 members 
Mstep: Class 16 contains 438657 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 162645 members 
Mstep: Class 22 contains 133420 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92259 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 511 members 
Entering Unmasked Estep 
Score: -93621600.000000 Penalty: 99725.210938
Splitting cluster 13 changes total score from -93622512.000000 to -93621600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Entering Unmasked Estep 
Score: -2204190.000000 Penalty: 2509.302490
	Iteration 0F: 2 clusters Score -2204190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2186988.250000 Penalty: 5018.604980
	Iteration 0F: 3 clusters Score -2186988 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2192970.500000 Penalty: 5018.604980
	Iteration 1F: 3 clusters Score -2192970 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2193424.500000 Penalty: 5018.604980
	Iteration 2Q: 3 clusters Score -2193424 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2193818.750000 Penalty: 5018.604980
	Iteration 3Q: 3 clusters Score -2193819 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2194167.000000 Penalty: 5018.604980
	Iteration 4Q: 3 clusters Score -2194167 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2194483.000000 Penalty: 5018.604980
	Iteration 5Q: 3 clusters Score -2194483 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2194861.250000 Penalty: 5018.604980
	Iteration 6Q: 3 clusters Score -2194861 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2195412.500000 Penalty: 5018.604980
	Iteration 7Q: 3 clusters Score -2195412 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2196162.500000 Penalty: 5018.604980
	Iteration 8F: 3 clusters Score -2196162 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2197191.500000 Penalty: 5018.604980
	Iteration 9F: 3 clusters Score -2197192 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2198371.250000 Penalty: 5018.604980
	Iteration 10F: 3 clusters Score -2198371 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2199485.500000 Penalty: 5018.604980
	Iteration 11F: 3 clusters Score -2199486 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2200387.000000 Penalty: 5018.604980
	Iteration 12Q: 3 clusters Score -2200387 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2200976.500000 Penalty: 5018.604980
	Iteration 13Q: 3 clusters Score -2200976 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2201309.000000 Penalty: 5018.604980
	Iteration 14Q: 3 clusters Score -2201309 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2201478.250000 Penalty: 5018.604980
	Iteration 15Q: 3 clusters Score -2201478 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2201579.750000 Penalty: 5018.604980
	Iteration 16Q: 3 clusters Score -2201580 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2201651.750000 Penalty: 5018.604980
	Iteration 17Q: 3 clusters Score -2201652 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2201728.750000 Penalty: 5018.604980
	Iteration 18Q: 3 clusters Score -2201729 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2201775.500000 Penalty: 5018.604980
	Iteration 19Q: 3 clusters Score -2201776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2201813.250000 Penalty: 5018.604980
	Iteration 20F: 3 clusters Score -2201813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2201843.000000 Penalty: 5018.604980
	Iteration 21Q: 3 clusters Score -2201843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2201861.000000 Penalty: 5018.604980
	Iteration 22Q: 3 clusters Score -2201861 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2201879.500000 Penalty: 5018.604980
	Iteration 23Q: 3 clusters Score -2201880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2201902.750000 Penalty: 5018.604980
	Iteration 24Q: 3 clusters Score -2201903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2201918.750000 Penalty: 5018.604980
	Iteration 25Q: 3 clusters Score -2201919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2201935.000000 Penalty: 5018.604980
	Iteration 26Q: 3 clusters Score -2201935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2201964.000000 Penalty: 5018.604980
	Iteration 27Q: 3 clusters Score -2201964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2201981.750000 Penalty: 5018.604980
	Iteration 28Q: 3 clusters Score -2201982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2201996.500000 Penalty: 5018.604980
	Iteration 29Q: 3 clusters Score -2201996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2202005.000000 Penalty: 5018.604980
	Iteration 30Q: 3 clusters Score -2202005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2202015.500000 Penalty: 5018.604980
	Iteration 31Q: 3 clusters Score -2202016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2202027.000000 Penalty: 5018.604980
	Iteration 32Q: 3 clusters Score -2202027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2202033.750000 Penalty: 5018.604980
	Iteration 33Q: 3 clusters Score -2202034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2202042.250000 Penalty: 5018.604980
	Iteration 34Q: 3 clusters Score -2202042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2202042.250000 Penalty: 5018.604980
	Iteration 35Q: 3 clusters Score -2202042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2202048.000000 Penalty: 5018.604980
	Iteration 36Q: 3 clusters Score -2202048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2202048.500000 Penalty: 5018.604980
	Iteration 37Q: 3 clusters Score -2202048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2202051.000000 Penalty: 5018.604980
	Iteration 38Q: 3 clusters Score -2202051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2202052.000000 Penalty: 5018.604980
	Iteration 39Q: 3 clusters Score -2202052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2202050.750000 Penalty: 5018.604980
	Iteration 40F: 3 clusters Score -2202051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2202055.250000 Penalty: 5018.604980
	Iteration 41Q: 3 clusters Score -2202055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2202056.250000 Penalty: 5018.604980
	Iteration 42Q: 3 clusters Score -2202056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2202057.500000 Penalty: 5018.604980
	Iteration 43Q: 3 clusters Score -2202058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2202058.250000 Penalty: 5018.604980
	Iteration 44Q: 3 clusters Score -2202058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2202061.000000 Penalty: 5018.604980
	Iteration 45Q: 3 clusters Score -2202061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2202063.750000 Penalty: 5018.604980
	Iteration 46Q: 3 clusters Score -2202064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2202064.500000 Penalty: 5018.604980
	Iteration 47Q: 3 clusters Score -2202064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2202067.250000 Penalty: 5018.604980
	Iteration 48Q: 3 clusters Score -2202067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2202063.000000 Penalty: 5018.604980
	Iteration 49Q: 3 clusters Score -2202063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2202067.750000 Penalty: 5018.604980
	Iteration 50Q: 3 clusters Score -2202068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2202066.250000 Penalty: 5018.604980
	Iteration 51Q: 3 clusters Score -2202066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2202069.000000 Penalty: 5018.604980
	Iteration 52Q: 3 clusters Score -2202069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2202073.750000 Penalty: 5018.604980
	Iteration 53Q: 3 clusters Score -2202074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2202079.500000 Penalty: 5018.604980
	Iteration 54Q: 3 clusters Score -2202080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2202080.500000 Penalty: 5018.604980
	Iteration 55Q: 3 clusters Score -2202080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2202084.750000 Penalty: 5018.604980
	Iteration 56Q: 3 clusters Score -2202085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2202086.250000 Penalty: 5018.604980
	Iteration 57Q: 3 clusters Score -2202086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2202084.250000 Penalty: 5018.604980
	Iteration 58Q: 3 clusters Score -2202084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2202084.250000 Penalty: 5018.604980
	Iteration 59F: 3 clusters Score -2202084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Entering Unmasked Estep 
Score: -1206155.250000 Penalty: 2365.849609
	Iteration 0F: 2 clusters Score -1206155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1196089.875000 Penalty: 4731.699219
	Iteration 0F: 3 clusters Score -1196090 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1199356.375000 Penalty: 4731.699219
	Iteration 1F: 3 clusters Score -1199356 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1200039.125000 Penalty: 4731.699219
	Iteration 2F: 3 clusters Score -1200039 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1200782.750000 Penalty: 4731.699219
	Iteration 3F: 3 clusters Score -1200783 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1201544.000000 Penalty: 4731.699219
	Iteration 4F: 3 clusters Score -1201544 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1202306.750000 Penalty: 4731.699219
	Iteration 5F: 3 clusters Score -1202307 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1202960.625000 Penalty: 4731.699219
	Iteration 6F: 3 clusters Score -1202961 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1203449.750000 Penalty: 4731.699219
	Iteration 7F: 3 clusters Score -1203450 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1203846.500000 Penalty: 4731.699219
	Iteration 8Q: 3 clusters Score -1203846 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1204116.500000 Penalty: 4731.699219
	Iteration 9Q: 3 clusters Score -1204116 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1204273.500000 Penalty: 4731.699219
	Iteration 10Q: 3 clusters Score -1204274 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1204399.875000 Penalty: 4731.699219
	Iteration 11Q: 3 clusters Score -1204400 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1204485.750000 Penalty: 4731.699219
	Iteration 12Q: 3 clusters Score -1204486 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1204554.125000 Penalty: 4731.699219
	Iteration 13Q: 3 clusters Score -1204554 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1204636.875000 Penalty: 4731.699219
	Iteration 14Q: 3 clusters Score -1204637 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1204736.875000 Penalty: 4731.699219
	Iteration 15Q: 3 clusters Score -1204737 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1204832.000000 Penalty: 4731.699219
	Iteration 16Q: 3 clusters Score -1204832 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1204897.625000 Penalty: 4731.699219
	Iteration 17Q: 3 clusters Score -1204898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1204931.375000 Penalty: 4731.699219
	Iteration 18Q: 3 clusters Score -1204931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1204960.000000 Penalty: 4731.699219
	Iteration 19Q: 3 clusters Score -1204960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1204993.250000 Penalty: 4731.699219
	Iteration 20F: 3 clusters Score -1204993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1205020.625000 Penalty: 4731.699219
	Iteration 21Q: 3 clusters Score -1205021 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1205052.125000 Penalty: 4731.699219
	Iteration 22Q: 3 clusters Score -1205052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1205070.375000 Penalty: 4731.699219
	Iteration 23Q: 3 clusters Score -1205070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1205088.000000 Penalty: 4731.699219
	Iteration 24Q: 3 clusters Score -1205088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1205098.000000 Penalty: 4731.699219
	Iteration 25Q: 3 clusters Score -1205098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1205115.625000 Penalty: 4731.699219
	Iteration 26Q: 3 clusters Score -1205116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1205127.750000 Penalty: 4731.699219
	Iteration 27Q: 3 clusters Score -1205128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1205131.750000 Penalty: 4731.699219
	Iteration 28Q: 3 clusters Score -1205132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1205140.750000 Penalty: 4731.699219
	Iteration 29Q: 3 clusters Score -1205141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1205149.250000 Penalty: 4731.699219
	Iteration 30Q: 3 clusters Score -1205149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1205152.875000 Penalty: 4731.699219
	Iteration 31Q: 3 clusters Score -1205153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1205154.500000 Penalty: 4731.699219
	Iteration 32Q: 3 clusters Score -1205154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1205157.500000 Penalty: 4731.699219
	Iteration 33Q: 3 clusters Score -1205158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1205159.125000 Penalty: 4731.699219
	Iteration 34Q: 3 clusters Score -1205159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1205159.000000 Penalty: 4731.699219
	Iteration 35Q: 3 clusters Score -1205159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1205160.750000 Penalty: 4731.699219
	Iteration 36Q: 3 clusters Score -1205161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1205161.500000 Penalty: 4731.699219
	Iteration 37Q: 3 clusters Score -1205162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1205161.875000 Penalty: 4731.699219
	Iteration 38Q: 3 clusters Score -1205162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1205160.750000 Penalty: 4731.699219
	Iteration 39Q: 3 clusters Score -1205161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1205162.250000 Penalty: 4731.699219
	Iteration 40F: 3 clusters Score -1205162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1205164.875000 Penalty: 4731.699219
	Iteration 41Q: 3 clusters Score -1205165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1205168.125000 Penalty: 4731.699219
	Iteration 42Q: 3 clusters Score -1205168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1205174.625000 Penalty: 4731.699219
	Iteration 43Q: 3 clusters Score -1205175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1205178.000000 Penalty: 4731.699219
	Iteration 44Q: 3 clusters Score -1205178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1205180.750000 Penalty: 4731.699219
	Iteration 45Q: 3 clusters Score -1205181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1205185.125000 Penalty: 4731.699219
	Iteration 46Q: 3 clusters Score -1205185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1205187.250000 Penalty: 4731.699219
	Iteration 47Q: 3 clusters Score -1205187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1205188.375000 Penalty: 4731.699219
	Iteration 48Q: 3 clusters Score -1205188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1205189.875000 Penalty: 4731.699219
	Iteration 49Q: 3 clusters Score -1205190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1205190.500000 Penalty: 4731.699219
	Iteration 50Q: 3 clusters Score -1205190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1205195.125000 Penalty: 4731.699219
	Iteration 51Q: 3 clusters Score -1205195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1205194.875000 Penalty: 4731.699219
	Iteration 52Q: 3 clusters Score -1205195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1205196.875000 Penalty: 4731.699219
	Iteration 53Q: 3 clusters Score -1205197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1205196.875000 Penalty: 4731.699219
	Iteration 54F: 3 clusters Score -1205197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (438657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438657 members 
Entering Unmasked Estep 
Score: -40304240.000000 Penalty: 3221.885254
	Iteration 0F: 2 clusters Score -4.030424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220085 members 
Mstep: Class 2 contains 218572 members 
Entering Unmasked Estep 
Score: -40008952.000000 Penalty: 6443.770508
	Iteration 0F: 3 clusters Score -4.000895e+07 nChanged 213592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241889 members 
Mstep: Class 2 contains 196768 members 
Entering Unmasked Estep 
Score: -40139384.000000 Penalty: 6443.770508
	Iteration 1F: 3 clusters Score -4.013938e+07 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256728 members 
Mstep: Class 2 contains 181929 members 
Entering Unmasked Estep 
Score: -40146444.000000 Penalty: 6443.770508
	Iteration 2Q: 3 clusters Score -4.014644e+07 nChanged 25104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279330 members 
Mstep: Class 2 contains 159327 members 
Entering Unmasked Estep 
Score: -40159824.000000 Penalty: 6443.770508
	Iteration 3F: 3 clusters Score -4.015982e+07 nChanged 33375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310639 members 
Mstep: Class 2 contains 128018 members 
Entering Unmasked Estep 
Score: -40184356.000000 Penalty: 6443.770508
	Iteration 4F: 3 clusters Score -4.018436e+07 nChanged 39201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348272 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -40218516.000000 Penalty: 6443.770508
	Iteration 5F: 3 clusters Score -4.021852e+07 nChanged 36212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383562 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -40252220.000000 Penalty: 6443.770508
	Iteration 6F: 3 clusters Score -4.025222e+07 nChanged 26093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409259 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -40276740.000000 Penalty: 6443.770508
	Iteration 7F: 3 clusters Score -4.027674e+07 nChanged 15524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424691 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -40290756.000000 Penalty: 6443.770508
	Iteration 8Q: 3 clusters Score -4.029076e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432437 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -40297496.000000 Penalty: 6443.770508
	Iteration 9Q: 3 clusters Score -4.02975e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435726 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -40300052.000000 Penalty: 6443.770508
	Iteration 10Q: 3 clusters Score -4.030005e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436980 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -40301012.000000 Penalty: 6443.770508
	Iteration 11Q: 3 clusters Score -4.030101e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437459 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -40301496.000000 Penalty: 6443.770508
	Iteration 12Q: 3 clusters Score -4.03015e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437649 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -40301688.000000 Penalty: 6443.770508
	Iteration 13Q: 3 clusters Score -4.030169e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437747 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -40301840.000000 Penalty: 6443.770508
	Iteration 14Q: 3 clusters Score -4.030184e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437807 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -40301948.000000 Penalty: 6443.770508
	Iteration 15Q: 3 clusters Score -4.030195e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437835 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -40302000.000000 Penalty: 6443.770508
	Iteration 16Q: 3 clusters Score -4.0302e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437870 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -40302020.000000 Penalty: 6443.770508
	Iteration 17Q: 3 clusters Score -4.030202e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437886 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -40302052.000000 Penalty: 6443.770508
	Iteration 18Q: 3 clusters Score -4.030205e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437902 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -40302076.000000 Penalty: 6443.770508
	Iteration 19Q: 3 clusters Score -4.030208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437914 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -40302112.000000 Penalty: 6443.770508
	Iteration 20F: 3 clusters Score -4.030211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437923 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -40302068.000000 Penalty: 6443.770508
	Iteration 21Q: 3 clusters Score -4.030207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437928 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -40302088.000000 Penalty: 6443.770508
	Iteration 22Q: 3 clusters Score -4.030209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437933 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -40302064.000000 Penalty: 6443.770508
	Iteration 23Q: 3 clusters Score -4.030206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437935 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -40302068.000000 Penalty: 6443.770508
	Iteration 24Q: 3 clusters Score -4.030207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437941 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -40302124.000000 Penalty: 6443.770508
	Iteration 25Q: 3 clusters Score -4.030212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437939 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40302168.000000 Penalty: 6443.770508
	Iteration 26Q: 3 clusters Score -4.030217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437939 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40302192.000000 Penalty: 6443.770508
	Iteration 27Q: 3 clusters Score -4.030219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437940 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -40302180.000000 Penalty: 6443.770508
	Iteration 28Q: 3 clusters Score -4.030218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437944 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -40302196.000000 Penalty: 6443.770508
	Iteration 29Q: 3 clusters Score -4.03022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437943 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -40302200.000000 Penalty: 6443.770508
	Iteration 30Q: 3 clusters Score -4.03022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437943 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -40302208.000000 Penalty: 6443.770508
	Iteration 31Q: 3 clusters Score -4.030221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437944 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -40302196.000000 Penalty: 6443.770508
	Iteration 32Q: 3 clusters Score -4.03022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437945 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -40302220.000000 Penalty: 6443.770508
	Iteration 33Q: 3 clusters Score -4.030222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437944 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -40302232.000000 Penalty: 6443.770508
	Iteration 34Q: 3 clusters Score -4.030223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437941 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -40302232.000000 Penalty: 6443.770508
	Iteration 35Q: 3 clusters Score -4.030223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437939 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40302244.000000 Penalty: 6443.770508
	Iteration 36Q: 3 clusters Score -4.030224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437939 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40302252.000000 Penalty: 6443.770508
	Iteration 37Q: 3 clusters Score -4.030225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437939 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40302232.000000 Penalty: 6443.770508
	Iteration 38Q: 3 clusters Score -4.030223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437939 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40302220.000000 Penalty: 6443.770508
	Iteration 39Q: 3 clusters Score -4.030222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437938 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -40302220.000000 Penalty: 6443.770508
	Iteration 40F: 3 clusters Score -4.030222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437934 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40302248.000000 Penalty: 6443.770508
	Iteration 41Q: 3 clusters Score -4.030225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437934 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40302260.000000 Penalty: 6443.770508
	Iteration 42Q: 3 clusters Score -4.030226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437936 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -40302264.000000 Penalty: 6443.770508
	Iteration 43Q: 3 clusters Score -4.030226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437932 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -40302244.000000 Penalty: 6443.770508
	Iteration 44Q: 3 clusters Score -4.030224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437929 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -40302240.000000 Penalty: 6443.770508
	Iteration 45Q: 3 clusters Score -4.030224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437928 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -40302256.000000 Penalty: 6443.770508
	Iteration 46Q: 3 clusters Score -4.030226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437925 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -40302252.000000 Penalty: 6443.770508
	Iteration 47Q: 3 clusters Score -4.030225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437926 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -40302260.000000 Penalty: 6443.770508
	Iteration 48Q: 3 clusters Score -4.030226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437927 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -40302264.000000 Penalty: 6443.770508
	Iteration 49Q: 3 clusters Score -4.030226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437922 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -40302304.000000 Penalty: 6443.770508
	Iteration 50Q: 3 clusters Score -4.03023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437919 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -40302296.000000 Penalty: 6443.770508
	Iteration 51Q: 3 clusters Score -4.03023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437918 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -40302296.000000 Penalty: 6443.770508
	Iteration 52Q: 3 clusters Score -4.03023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437917 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -40302296.000000 Penalty: 6443.770508
	Iteration 53Q: 3 clusters Score -4.03023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437914 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -40302316.000000 Penalty: 6443.770508
	Iteration 54Q: 3 clusters Score -4.030232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437912 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -40302300.000000 Penalty: 6443.770508
	Iteration 55Q: 3 clusters Score -4.03023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437909 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -40302316.000000 Penalty: 6443.770508
	Iteration 56Q: 3 clusters Score -4.030232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437908 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -40302300.000000 Penalty: 6443.770508
	Iteration 57Q: 3 clusters Score -4.03023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437909 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -40302268.000000 Penalty: 6443.770508
	Iteration 58Q: 3 clusters Score -4.030227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437910 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -40302304.000000 Penalty: 6443.770508
	Iteration 59Q: 3 clusters Score -4.03023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437911 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -40302300.000000 Penalty: 6443.770508
	Iteration 60F: 3 clusters Score -4.03023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437911 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -40302288.000000 Penalty: 6443.770508
	Iteration 61Q: 3 clusters Score -4.030229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437911 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -40302308.000000 Penalty: 6443.770508
	Iteration 62Q: 3 clusters Score -4.030231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437907 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -40302296.000000 Penalty: 6443.770508
	Iteration 63Q: 3 clusters Score -4.03023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437907 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -40302320.000000 Penalty: 6443.770508
	Iteration 64Q: 3 clusters Score -4.030232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437907 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -40302320.000000 Penalty: 6443.770508
	Iteration 65F: 3 clusters Score -4.030232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Entering Unmasked Estep 
Score: -647545.750000 Penalty: 2196.416748
	Iteration 0F: 2 clusters Score -647545.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -641782.875000 Penalty: 4392.833496
	Iteration 0F: 3 clusters Score -641782.9 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -643346.187500 Penalty: 4392.833496
	Iteration 1F: 3 clusters Score -643346.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -643604.375000 Penalty: 4392.833496
	Iteration 2F: 3 clusters Score -643604.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -643780.125000 Penalty: 4392.833496
	Iteration 3F: 3 clusters Score -643780.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -643916.750000 Penalty: 4392.833496
	Iteration 4Q: 3 clusters Score -643916.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -644037.187500 Penalty: 4392.833496
	Iteration 5Q: 3 clusters Score -644037.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -644143.250000 Penalty: 4392.833496
	Iteration 6Q: 3 clusters Score -644143.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -644254.937500 Penalty: 4392.833496
	Iteration 7Q: 3 clusters Score -644254.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -644387.937500 Penalty: 4392.833496
	Iteration 8Q: 3 clusters Score -644387.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -644523.625000 Penalty: 4392.833496
	Iteration 9Q: 3 clusters Score -644523.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -644670.437500 Penalty: 4392.833496
	Iteration 10Q: 3 clusters Score -644670.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -644853.750000 Penalty: 4392.833496
	Iteration 11Q: 3 clusters Score -644853.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -645011.125000 Penalty: 4392.833496
	Iteration 12Q: 3 clusters Score -645011.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -645130.062500 Penalty: 4392.833496
	Iteration 13Q: 3 clusters Score -645130.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -645215.187500 Penalty: 4392.833496
	Iteration 14Q: 3 clusters Score -645215.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -645291.812500 Penalty: 4392.833496
	Iteration 15Q: 3 clusters Score -645291.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -645367.500000 Penalty: 4392.833496
	Iteration 16Q: 3 clusters Score -645367.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -645430.750000 Penalty: 4392.833496
	Iteration 17Q: 3 clusters Score -645430.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -645471.437500 Penalty: 4392.833496
	Iteration 18Q: 3 clusters Score -645471.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -645503.125000 Penalty: 4392.833496
	Iteration 19Q: 3 clusters Score -645503.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -645534.375000 Penalty: 4392.833496
	Iteration 20F: 3 clusters Score -645534.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -645566.562500 Penalty: 4392.833496
	Iteration 21Q: 3 clusters Score -645566.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -645593.437500 Penalty: 4392.833496
	Iteration 22Q: 3 clusters Score -645593.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -645618.937500 Penalty: 4392.833496
	Iteration 23Q: 3 clusters Score -645618.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -645647.125000 Penalty: 4392.833496
	Iteration 24Q: 3 clusters Score -645647.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -645667.312500 Penalty: 4392.833496
	Iteration 25Q: 3 clusters Score -645667.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -645684.312500 Penalty: 4392.833496
	Iteration 26Q: 3 clusters Score -645684.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -645695.687500 Penalty: 4392.833496
	Iteration 27Q: 3 clusters Score -645695.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -645701.312500 Penalty: 4392.833496
	Iteration 28Q: 3 clusters Score -645701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -645702.750000 Penalty: 4392.833496
	Iteration 29Q: 3 clusters Score -645702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -645704.187500 Penalty: 4392.833496
	Iteration 30Q: 3 clusters Score -645704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -645706.375000 Penalty: 4392.833496
	Iteration 31Q: 3 clusters Score -645706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -645704.437500 Penalty: 4392.833496
	Iteration 32Q: 3 clusters Score -645704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -645704.437500 Penalty: 4392.833496
	Iteration 33F: 3 clusters Score -645704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1409166.000000 Penalty: 2411.448730
	Iteration 0F: 2 clusters Score -1409166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1397315.625000 Penalty: 4822.897461
	Iteration 0F: 3 clusters Score -1397316 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1401214.500000 Penalty: 4822.897461
	Iteration 1F: 3 clusters Score -1401214 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1401592.375000 Penalty: 4822.897461
	Iteration 2F: 3 clusters Score -1401592 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1401898.875000 Penalty: 4822.897461
	Iteration 3Q: 3 clusters Score -1401899 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1402186.500000 Penalty: 4822.897461
	Iteration 4Q: 3 clusters Score -1402186 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1402444.000000 Penalty: 4822.897461
	Iteration 5Q: 3 clusters Score -1402444 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1402677.625000 Penalty: 4822.897461
	Iteration 6Q: 3 clusters Score -1402678 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1402948.375000 Penalty: 4822.897461
	Iteration 7Q: 3 clusters Score -1402948 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1403238.875000 Penalty: 4822.897461
	Iteration 8Q: 3 clusters Score -1403239 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1403598.375000 Penalty: 4822.897461
	Iteration 9Q: 3 clusters Score -1403598 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1404003.125000 Penalty: 4822.897461
	Iteration 10Q: 3 clusters Score -1404003 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1404376.125000 Penalty: 4822.897461
	Iteration 11Q: 3 clusters Score -1404376 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1404706.625000 Penalty: 4822.897461
	Iteration 12Q: 3 clusters Score -1404707 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1404984.000000 Penalty: 4822.897461
	Iteration 13Q: 3 clusters Score -1404984 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1405176.000000 Penalty: 4822.897461
	Iteration 14Q: 3 clusters Score -1405176 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1405327.625000 Penalty: 4822.897461
	Iteration 15Q: 3 clusters Score -1405328 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1405433.125000 Penalty: 4822.897461
	Iteration 16Q: 3 clusters Score -1405433 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1405519.000000 Penalty: 4822.897461
	Iteration 17Q: 3 clusters Score -1405519 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1405582.875000 Penalty: 4822.897461
	Iteration 18Q: 3 clusters Score -1405583 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1405635.000000 Penalty: 4822.897461
	Iteration 19Q: 3 clusters Score -1405635 nChanged 184
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: -1405702.375000 Penalty: 4822.897461
	Iteration 20F: 3 clusters Score -1405702 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1405767.875000 Penalty: 4822.897461
	Iteration 21Q: 3 clusters Score -1405768 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1405849.000000 Penalty: 4822.897461
	Iteration 22Q: 3 clusters Score -1405849 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1405924.125000 Penalty: 4822.897461
	Iteration 23Q: 3 clusters Score -1405924 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1406005.625000 Penalty: 4822.897461
	Iteration 24Q: 3 clusters Score -1406006 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1406093.250000 Penalty: 4822.897461
	Iteration 25Q: 3 clusters Score -1406093 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1406176.375000 Penalty: 4822.897461
	Iteration 26Q: 3 clusters Score -1406176 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1406273.750000 Penalty: 4822.897461
	Iteration 27Q: 3 clusters Score -1406274 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1406373.875000 Penalty: 4822.897461
	Iteration 28Q: 3 clusters Score -1406374 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1406469.125000 Penalty: 4822.897461
	Iteration 29Q: 3 clusters Score -1406469 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1406572.625000 Penalty: 4822.897461
	Iteration 30Q: 3 clusters Score -1406573 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1406670.750000 Penalty: 4822.897461
	Iteration 31Q: 3 clusters Score -1406671 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1406757.875000 Penalty: 4822.897461
	Iteration 32Q: 3 clusters Score -1406758 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1406837.250000 Penalty: 4822.897461
	Iteration 33Q: 3 clusters Score -1406837 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1406905.375000 Penalty: 4822.897461
	Iteration 34Q: 3 clusters Score -1406905 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1406966.125000 Penalty: 4822.897461
	Iteration 35Q: 3 clusters Score -1406966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1407020.250000 Penalty: 4822.897461
	Iteration 36Q: 3 clusters Score -1407020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1407060.000000 Penalty: 4822.897461
	Iteration 37Q: 3 clusters Score -1407060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1407089.875000 Penalty: 4822.897461
	Iteration 38Q: 3 clusters Score -1407090 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1407121.375000 Penalty: 4822.897461
	Iteration 39Q: 3 clusters Score -1407121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1407146.250000 Penalty: 4822.897461
	Iteration 40F: 3 clusters Score -1407146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1407158.500000 Penalty: 4822.897461
	Iteration 41Q: 3 clusters Score -1407158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1407173.125000 Penalty: 4822.897461
	Iteration 42Q: 3 clusters Score -1407173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1407189.875000 Penalty: 4822.897461
	Iteration 43Q: 3 clusters Score -1407190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1407203.000000 Penalty: 4822.897461
	Iteration 44Q: 3 clusters Score -1407203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1407212.375000 Penalty: 4822.897461
	Iteration 45Q: 3 clusters Score -1407212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1407220.250000 Penalty: 4822.897461
	Iteration 46Q: 3 clusters Score -1407220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1407228.250000 Penalty: 4822.897461
	Iteration 47Q: 3 clusters Score -1407228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1407228.125000 Penalty: 4822.897461
	Iteration 48Q: 3 clusters Score -1407228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1407231.875000 Penalty: 4822.897461
	Iteration 49Q: 3 clusters Score -1407232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1407236.375000 Penalty: 4822.897461
	Iteration 50Q: 3 clusters Score -1407236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1407238.750000 Penalty: 4822.897461
	Iteration 51Q: 3 clusters Score -1407239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1407237.750000 Penalty: 4822.897461
	Iteration 52Q: 3 clusters Score -1407238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1407240.625000 Penalty: 4822.897461
	Iteration 53Q: 3 clusters Score -1407241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1407243.500000 Penalty: 4822.897461
	Iteration 54Q: 3 clusters Score -1407244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1407248.000000 Penalty: 4822.897461
	Iteration 55Q: 3 clusters Score -1407248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1407253.375000 Penalty: 4822.897461
	Iteration 56Q: 3 clusters Score -1407253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1407259.250000 Penalty: 4822.897461
	Iteration 57Q: 3 clusters Score -1407259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1407254.875000 Penalty: 4822.897461
	Iteration 58Q: 3 clusters Score -1407255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1407258.125000 Penalty: 4822.897461
	Iteration 59Q: 3 clusters Score -1407258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1407258.500000 Penalty: 4822.897461
	Iteration 60F: 3 clusters Score -1407258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1407264.625000 Penalty: 4822.897461
	Iteration 61Q: 3 clusters Score -1407265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1407268.250000 Penalty: 4822.897461
	Iteration 62Q: 3 clusters Score -1407268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1407267.125000 Penalty: 4822.897461
	Iteration 63Q: 3 clusters Score -1407267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1407266.750000 Penalty: 4822.897461
	Iteration 64Q: 3 clusters Score -1407267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1407265.875000 Penalty: 4822.897461
	Iteration 65Q: 3 clusters Score -1407266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1407265.625000 Penalty: 4822.897461
	Iteration 66Q: 3 clusters Score -1407266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1407264.250000 Penalty: 4822.897461
	Iteration 67Q: 3 clusters Score -1407264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1407266.875000 Penalty: 4822.897461
	Iteration 68Q: 3 clusters Score -1407267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1407268.000000 Penalty: 4822.897461
	Iteration 69Q: 3 clusters Score -1407268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1407267.250000 Penalty: 4822.897461
	Iteration 70Q: 3 clusters Score -1407267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1407266.500000 Penalty: 4822.897461
	Iteration 71Q: 3 clusters Score -1407266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1407266.125000 Penalty: 4822.897461
	Iteration 72Q: 3 clusters Score -1407266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1407267.000000 Penalty: 4822.897461
	Iteration 73Q: 3 clusters Score -1407267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1407269.000000 Penalty: 4822.897461
	Iteration 74Q: 3 clusters Score -1407269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1407269.000000 Penalty: 4822.897461
	Iteration 75F: 3 clusters Score -1407269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Entering Unmasked Estep 
Score: -1371887.625000 Penalty: 2395.509521
	Iteration 0F: 2 clusters Score -1371888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1360562.750000 Penalty: 4791.019043
	Iteration 0F: 3 clusters Score -1360563 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1364236.250000 Penalty: 4791.019043
	Iteration 1F: 3 clusters Score -1364236 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1364668.750000 Penalty: 4791.019043
	Iteration 2F: 3 clusters Score -1364669 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1365064.875000 Penalty: 4791.019043
	Iteration 3F: 3 clusters Score -1365065 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1365436.250000 Penalty: 4791.019043
	Iteration 4Q: 3 clusters Score -1365436 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1365877.500000 Penalty: 4791.019043
	Iteration 5Q: 3 clusters Score -1365878 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1366368.500000 Penalty: 4791.019043
	Iteration 6F: 3 clusters Score -1366368 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1366916.500000 Penalty: 4791.019043
	Iteration 7F: 3 clusters Score -1366916 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1367459.375000 Penalty: 4791.019043
	Iteration 8F: 3 clusters Score -1367459 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1367923.000000 Penalty: 4791.019043
	Iteration 9Q: 3 clusters Score -1367923 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1368345.375000 Penalty: 4791.019043
	Iteration 10Q: 3 clusters Score -1368345 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1368675.000000 Penalty: 4791.019043
	Iteration 11Q: 3 clusters Score -1368675 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1368912.875000 Penalty: 4791.019043
	Iteration 12Q: 3 clusters Score -1368913 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1369084.875000 Penalty: 4791.019043
	Iteration 13Q: 3 clusters Score -1369085 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1369195.000000 Penalty: 4791.019043
	Iteration 14Q: 3 clusters Score -1369195 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1369277.000000 Penalty: 4791.019043
	Iteration 15Q: 3 clusters Score -1369277 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1369329.500000 Penalty: 4791.019043
	Iteration 16Q: 3 clusters Score -1369330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1369355.750000 Penalty: 4791.019043
	Iteration 17Q: 3 clusters Score -1369356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1369365.125000 Penalty: 4791.019043
	Iteration 18Q: 3 clusters Score -1369365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1369372.125000 Penalty: 4791.019043
	Iteration 19Q: 3 clusters Score -1369372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1369378.125000 Penalty: 4791.019043
	Iteration 20F: 3 clusters Score -1369378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1369389.750000 Penalty: 4791.019043
	Iteration 21Q: 3 clusters Score -1369390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1369391.500000 Penalty: 4791.019043
	Iteration 22Q: 3 clusters Score -1369392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1369400.000000 Penalty: 4791.019043
	Iteration 23Q: 3 clusters Score -1369400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1369405.000000 Penalty: 4791.019043
	Iteration 24Q: 3 clusters Score -1369405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1369408.500000 Penalty: 4791.019043
	Iteration 25Q: 3 clusters Score -1369408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1369410.125000 Penalty: 4791.019043
	Iteration 26Q: 3 clusters Score -1369410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1369407.250000 Penalty: 4791.019043
	Iteration 27Q: 3 clusters Score -1369407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1369410.000000 Penalty: 4791.019043
	Iteration 28Q: 3 clusters Score -1369410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1369408.000000 Penalty: 4791.019043
	Iteration 29Q: 3 clusters Score -1369408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1369411.250000 Penalty: 4791.019043
	Iteration 30Q: 3 clusters Score -1369411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1369411.500000 Penalty: 4791.019043
	Iteration 31Q: 3 clusters Score -1369412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1369413.625000 Penalty: 4791.019043
	Iteration 32Q: 3 clusters Score -1369414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1369417.000000 Penalty: 4791.019043
	Iteration 33Q: 3 clusters Score -1369417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1369416.000000 Penalty: 4791.019043
	Iteration 34Q: 3 clusters Score -1369416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1369418.000000 Penalty: 4791.019043
	Iteration 35Q: 3 clusters Score -1369418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1369416.625000 Penalty: 4791.019043
	Iteration 36Q: 3 clusters Score -1369417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1369413.250000 Penalty: 4791.019043
	Iteration 37Q: 3 clusters Score -1369413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1369415.250000 Penalty: 4791.019043
	Iteration 38Q: 3 clusters Score -1369415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1369413.000000 Penalty: 4791.019043
	Iteration 39Q: 3 clusters Score -1369413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1369413.000000 Penalty: 4791.019043
	Iteration 40F: 3 clusters Score -1369413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -413635.562500 Penalty: 2098.024414
	Iteration 0F: 2 clusters Score -413635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -409277.250000 Penalty: 4196.048828
	Iteration 0F: 3 clusters Score -409277.2 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -410294.687500 Penalty: 4196.048828
	Iteration 1F: 3 clusters Score -410294.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -410512.031250 Penalty: 4196.048828
	Iteration 2F: 3 clusters Score -410512 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -410643.031250 Penalty: 4196.048828
	Iteration 3Q: 3 clusters Score -410643 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -410733.625000 Penalty: 4196.048828
	Iteration 4Q: 3 clusters Score -410733.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -410796.468750 Penalty: 4196.048828
	Iteration 5Q: 3 clusters Score -410796.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -410856.656250 Penalty: 4196.048828
	Iteration 6Q: 3 clusters Score -410856.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -410908.687500 Penalty: 4196.048828
	Iteration 7Q: 3 clusters Score -410908.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -410958.062500 Penalty: 4196.048828
	Iteration 8Q: 3 clusters Score -410958.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -411010.500000 Penalty: 4196.048828
	Iteration 9Q: 3 clusters Score -411010.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -411065.906250 Penalty: 4196.048828
	Iteration 10Q: 3 clusters Score -411065.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -411122.218750 Penalty: 4196.048828
	Iteration 11Q: 3 clusters Score -411122.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -411168.281250 Penalty: 4196.048828
	Iteration 12Q: 3 clusters Score -411168.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -411220.031250 Penalty: 4196.048828
	Iteration 13Q: 3 clusters Score -411220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -411272.468750 Penalty: 4196.048828
	Iteration 14Q: 3 clusters Score -411272.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -411333.281250 Penalty: 4196.048828
	Iteration 15Q: 3 clusters Score -411333.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -411385.218750 Penalty: 4196.048828
	Iteration 16Q: 3 clusters Score -411385.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -411435.437500 Penalty: 4196.048828
	Iteration 17Q: 3 clusters Score -411435.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -411486.843750 Penalty: 4196.048828
	Iteration 18Q: 3 clusters Score -411486.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -411526.812500 Penalty: 4196.048828
	Iteration 19Q: 3 clusters Score -411526.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -411557.406250 Penalty: 4196.048828
	Iteration 20F: 3 clusters Score -411557.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -411601.000000 Penalty: 4196.048828
	Iteration 21Q: 3 clusters Score -411601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -411640.062500 Penalty: 4196.048828
	Iteration 22Q: 3 clusters Score -411640.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -411677.937500 Penalty: 4196.048828
	Iteration 23Q: 3 clusters Score -411677.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -411717.500000 Penalty: 4196.048828
	Iteration 24Q: 3 clusters Score -411717.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -411755.437500 Penalty: 4196.048828
	Iteration 25Q: 3 clusters Score -411755.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -411790.562500 Penalty: 4196.048828
	Iteration 26Q: 3 clusters Score -411790.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -411817.531250 Penalty: 4196.048828
	Iteration 27Q: 3 clusters Score -411817.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -411842.500000 Penalty: 4196.048828
	Iteration 28Q: 3 clusters Score -411842.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -411858.656250 Penalty: 4196.048828
	Iteration 29Q: 3 clusters Score -411858.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -411869.281250 Penalty: 4196.048828
	Iteration 30Q: 3 clusters Score -411869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -411880.875000 Penalty: 4196.048828
	Iteration 31Q: 3 clusters Score -411880.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -411889.156250 Penalty: 4196.048828
	Iteration 32Q: 3 clusters Score -411889.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -411899.312500 Penalty: 4196.048828
	Iteration 33Q: 3 clusters Score -411899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -411908.718750 Penalty: 4196.048828
	Iteration 34Q: 3 clusters Score -411908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -411911.031250 Penalty: 4196.048828
	Iteration 35Q: 3 clusters Score -411911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -411914.968750 Penalty: 4196.048828
	Iteration 36Q: 3 clusters Score -411915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -411921.375000 Penalty: 4196.048828
	Iteration 37Q: 3 clusters Score -411921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -411921.375000 Penalty: 4196.048828
	Iteration 38Q: 3 clusters Score -411921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -411923.906250 Penalty: 4196.048828
	Iteration 39Q: 3 clusters Score -411923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -411925.875000 Penalty: 4196.048828
	Iteration 40F: 3 clusters Score -411925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (162645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162645 members 
Entering Unmasked Estep 
Score: -14562841.000000 Penalty: 2975.832520
	Iteration 0F: 2 clusters Score -1.456284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -14453830.000000 Penalty: 5951.665039
	Iteration 0F: 3 clusters Score -1.445383e+07 nChanged 77933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -14501464.000000 Penalty: 5951.665039
	Iteration 1F: 3 clusters Score -1.450146e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -14504551.000000 Penalty: 5951.665039
	Iteration 2Q: 3 clusters Score -1.450455e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -14509333.000000 Penalty: 5951.665039
	Iteration 3F: 3 clusters Score -1.450933e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 103283 members 
Entering Unmasked Estep 
Score: -14515523.000000 Penalty: 5951.665039
	Iteration 4F: 3 clusters Score -1.451552e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 111506 members 
Entering Unmasked Estep 
Score: -14522895.000000 Penalty: 5951.665039
	Iteration 5F: 3 clusters Score -1.45229e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 120364 members 
Entering Unmasked Estep 
Score: -14530364.000000 Penalty: 5951.665039
	Iteration 6F: 3 clusters Score -1.453036e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 128870 members 
Entering Unmasked Estep 
Score: -14537151.000000 Penalty: 5951.665039
	Iteration 7F: 3 clusters Score -1.453715e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -14543056.000000 Penalty: 5951.665039
	Iteration 8Q: 3 clusters Score -1.454306e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -14547856.000000 Penalty: 5951.665039
	Iteration 9Q: 3 clusters Score -1.454786e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -14551480.000000 Penalty: 5951.665039
	Iteration 10Q: 3 clusters Score -1.455148e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 152607 members 
Entering Unmasked Estep 
Score: -14554362.000000 Penalty: 5951.665039
	Iteration 11Q: 3 clusters Score -1.455436e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 155725 members 
Entering Unmasked Estep 
Score: -14556460.000000 Penalty: 5951.665039
	Iteration 12Q: 3 clusters Score -1.455646e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 157894 members 
Entering Unmasked Estep 
Score: -14557883.000000 Penalty: 5951.665039
	Iteration 13Q: 3 clusters Score -1.455788e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 159304 members 
Entering Unmasked Estep 
Score: -14558684.000000 Penalty: 5951.665039
	Iteration 14Q: 3 clusters Score -1.455868e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 160230 members 
Entering Unmasked Estep 
Score: -14559205.000000 Penalty: 5951.665039
	Iteration 15Q: 3 clusters Score -1.45592e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 160836 members 
Entering Unmasked Estep 
Score: -14559540.000000 Penalty: 5951.665039
	Iteration 16Q: 3 clusters Score -1.455954e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -14559843.000000 Penalty: 5951.665039
	Iteration 17Q: 3 clusters Score -1.455984e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 161500 members 
Entering Unmasked Estep 
Score: -14559980.000000 Penalty: 5951.665039
	Iteration 18Q: 3 clusters Score -1.455998e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 161659 members 
Entering Unmasked Estep 
Score: -14560099.000000 Penalty: 5951.665039
	Iteration 19Q: 3 clusters Score -1.45601e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 161768 members 
Entering Unmasked Estep 
Score: -14560147.000000 Penalty: 5951.665039
	Iteration 20F: 3 clusters Score -1.456015e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 161837 members 
Entering Unmasked Estep 
Score: -14560190.000000 Penalty: 5951.665039
	Iteration 21Q: 3 clusters Score -1.456019e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -14560214.000000 Penalty: 5951.665039
	Iteration 22Q: 3 clusters Score -1.456021e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 161917 members 
Entering Unmasked Estep 
Score: -14560219.000000 Penalty: 5951.665039
	Iteration 23Q: 3 clusters Score -1.456022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 161937 members 
Entering Unmasked Estep 
Score: -14560245.000000 Penalty: 5951.665039
	Iteration 24Q: 3 clusters Score -1.456024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -14560262.000000 Penalty: 5951.665039
	Iteration 25Q: 3 clusters Score -1.456026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -14560266.000000 Penalty: 5951.665039
	Iteration 26Q: 3 clusters Score -1.456027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -14560271.000000 Penalty: 5951.665039
	Iteration 27Q: 3 clusters Score -1.456027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 162004 members 
Entering Unmasked Estep 
Score: -14560291.000000 Penalty: 5951.665039
	Iteration 28Q: 3 clusters Score -1.456029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -14560290.000000 Penalty: 5951.665039
	Iteration 29Q: 3 clusters Score -1.456029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -14560302.000000 Penalty: 5951.665039
	Iteration 30Q: 3 clusters Score -1.45603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 162031 members 
Entering Unmasked Estep 
Score: -14560311.000000 Penalty: 5951.665039
	Iteration 31Q: 3 clusters Score -1.456031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -14560311.000000 Penalty: 5951.665039
	Iteration 32Q: 3 clusters Score -1.456031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 162038 members 
Entering Unmasked Estep 
Score: -14560314.000000 Penalty: 5951.665039
	Iteration 33Q: 3 clusters Score -1.456031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -14560309.000000 Penalty: 5951.665039
	Iteration 34Q: 3 clusters Score -1.456031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -14560311.000000 Penalty: 5951.665039
	Iteration 35Q: 3 clusters Score -1.456031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -14560300.000000 Penalty: 5951.665039
	Iteration 36Q: 3 clusters Score -1.45603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 162043 members 
Entering Unmasked Estep 
Score: -14560301.000000 Penalty: 5951.665039
	Iteration 37Q: 3 clusters Score -1.45603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -14560301.000000 Penalty: 5951.665039
	Iteration 38Q: 3 clusters Score -1.45603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -14560303.000000 Penalty: 5951.665039
	Iteration 39Q: 3 clusters Score -1.45603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 162048 members 
Entering Unmasked Estep 
Score: -14560297.000000 Penalty: 5951.665039
	Iteration 40F: 3 clusters Score -1.45603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 162048 members 
Entering Unmasked Estep 
Score: -14560305.000000 Penalty: 5951.665039
	Iteration 41Q: 3 clusters Score -1.45603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -14560304.000000 Penalty: 5951.665039
	Iteration 42Q: 3 clusters Score -1.45603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -14560304.000000 Penalty: 5951.665039
	Iteration 43F: 3 clusters Score -1.45603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (133420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133420 members 
Entering Unmasked Estep 
Score: -12218048.000000 Penalty: 2926.711670
	Iteration 0F: 2 clusters Score -1.221805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -12128763.000000 Penalty: 5853.423340
	Iteration 0F: 3 clusters Score -1.212876e+07 nChanged 63497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -12165202.000000 Penalty: 5853.423340
	Iteration 1F: 3 clusters Score -1.21652e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -12165736.000000 Penalty: 5853.423340
	Iteration 2Q: 3 clusters Score -1.216574e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -12166307.000000 Penalty: 5853.423340
	Iteration 3Q: 3 clusters Score -1.216631e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -12167174.000000 Penalty: 5853.423340
	Iteration 4Q: 3 clusters Score -1.216717e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -12168483.000000 Penalty: 5853.423340
	Iteration 5Q: 3 clusters Score -1.216848e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -12170540.000000 Penalty: 5853.423340
	Iteration 6Q: 3 clusters Score -1.217054e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -12174319.000000 Penalty: 5853.423340
	Iteration 7F: 3 clusters Score -1.217432e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -12181092.000000 Penalty: 5853.423340
	Iteration 8F: 3 clusters Score -1.218109e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -12191570.000000 Penalty: 5853.423340
	Iteration 9F: 3 clusters Score -1.219157e+07 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -12203136.000000 Penalty: 5853.423340
	Iteration 10F: 3 clusters Score -1.220314e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 128853 members 
Entering Unmasked Estep 
Score: -12211004.000000 Penalty: 5853.423340
	Iteration 11F: 3 clusters Score -1.2211e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 132104 members 
Entering Unmasked Estep 
Score: -12214169.000000 Penalty: 5853.423340
	Iteration 12Q: 3 clusters Score -1.221417e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 132946 members 
Entering Unmasked Estep 
Score: -12215025.000000 Penalty: 5853.423340
	Iteration 13Q: 3 clusters Score -1.221502e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -12215299.000000 Penalty: 5853.423340
	Iteration 14Q: 3 clusters Score -1.22153e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 133181 members 
Entering Unmasked Estep 
Score: -12215382.000000 Penalty: 5853.423340
	Iteration 15Q: 3 clusters Score -1.221538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 133193 members 
Entering Unmasked Estep 
Score: -12215423.000000 Penalty: 5853.423340
	Iteration 16Q: 3 clusters Score -1.221542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -12215419.000000 Penalty: 5853.423340
	Iteration 17Q: 3 clusters Score -1.221542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -12215428.000000 Penalty: 5853.423340
	Iteration 18Q: 3 clusters Score -1.221543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -12215434.000000 Penalty: 5853.423340
	Iteration 19Q: 3 clusters Score -1.221543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -12215434.000000 Penalty: 5853.423340
	Iteration 20F: 3 clusters Score -1.221543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -12215442.000000 Penalty: 5853.423340
	Iteration 21Q: 3 clusters Score -1.221544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -12215448.000000 Penalty: 5853.423340
	Iteration 22Q: 3 clusters Score -1.221545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -12215456.000000 Penalty: 5853.423340
	Iteration 23Q: 3 clusters Score -1.221546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
Score: -12215475.000000 Penalty: 5853.423340
	Iteration 24Q: 3 clusters Score -1.221548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -12215483.000000 Penalty: 5853.423340
	Iteration 25Q: 3 clusters Score -1.221548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -12215484.000000 Penalty: 5853.423340
	Iteration 26Q: 3 clusters Score -1.221548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 133210 members 
Entering Unmasked Estep 
Score: -12215482.000000 Penalty: 5853.423340
	Iteration 27Q: 3 clusters Score -1.221548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -12215486.000000 Penalty: 5853.423340
	Iteration 28Q: 3 clusters Score -1.221549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 133210 members 
Entering Unmasked Estep 
Score: -12215497.000000 Penalty: 5853.423340
	Iteration 29Q: 3 clusters Score -1.22155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133211 members 
Entering Unmasked Estep 
Score: -12215496.000000 Penalty: 5853.423340
	Iteration 30Q: 3 clusters Score -1.22155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133211 members 
Entering Unmasked Estep 
Score: -12215496.000000 Penalty: 5853.423340
	Iteration 31F: 3 clusters Score -1.22155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -129142.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -129142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -126827.679688 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -126827.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -127289.664062 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -127289.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -127494.687500 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -127494.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -127653.562500 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -127653.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127803.398438 Penalty: 3656.882324
	Iteration 4Q: 3 clusters Score -127803.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127914.000000 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -127914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128007.992188 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -128008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128074.687500 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -128074.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128135.984375 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -128136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128207.546875 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -128207.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128314.460938 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -128314.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128426.562500 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -128426.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -128533.156250 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -128533.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128614.492188 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -128614.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128640.867188 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -128640.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128669.757812 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -128669.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128694.039062 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -128694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128709.773438 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -128709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128714.976562 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -128715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128716.453125 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -128716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128716.453125 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -128716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -27464.541016 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -27464.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26108.126953 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -26108.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26288.212891 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -26288.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26358.652344 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -26358.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26410.253906 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -26410.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26524.468750 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -26524.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26617.701172 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -26617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26629.101562 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -26629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26647.001953 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -26647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26656.455078 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -26656.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26666.523438 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -26666.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26670.435547 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -26670.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26675.361328 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -26675.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26677.345703 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -26677.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26679.597656 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -26679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26679.597656 Penalty: 2923.623779
	Iteration 14F: 3 clusters Score -26679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (92259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Entering Unmasked Estep 
Score: -8526747.000000 Penalty: 2835.224121
	Iteration 0F: 2 clusters Score -8526747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8464764.000000 Penalty: 5670.448242
	Iteration 0F: 3 clusters Score -8464764 nChanged 43722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8489921.000000 Penalty: 5670.448242
	Iteration 1F: 3 clusters Score -8489921 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -8490692.000000 Penalty: 5670.448242
	Iteration 2Q: 3 clusters Score -8490692 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -8491756.000000 Penalty: 5670.448242
	Iteration 3Q: 3 clusters Score -8491756 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -8493218.000000 Penalty: 5670.448242
	Iteration 4Q: 3 clusters Score -8493218 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -8495734.000000 Penalty: 5670.448242
	Iteration 5F: 3 clusters Score -8495734 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -8499539.000000 Penalty: 5670.448242
	Iteration 6F: 3 clusters Score -8499539 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -8504941.000000 Penalty: 5670.448242
	Iteration 7F: 3 clusters Score -8504941 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -8511093.000000 Penalty: 5670.448242
	Iteration 8F: 3 clusters Score -8511093 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -8516362.000000 Penalty: 5670.448242
	Iteration 9F: 3 clusters Score -8516362 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -8520055.000000 Penalty: 5670.448242
	Iteration 10Q: 3 clusters Score -8520055 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89134 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8522038.000000 Penalty: 5670.448242
	Iteration 11Q: 3 clusters Score -8522038 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8523006.000000 Penalty: 5670.448242
	Iteration 12Q: 3 clusters Score -8523006 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8523520.000000 Penalty: 5670.448242
	Iteration 13Q: 3 clusters Score -8523520 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8523790.000000 Penalty: 5670.448242
	Iteration 14Q: 3 clusters Score -8523790 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8523952.000000 Penalty: 5670.448242
	Iteration 15Q: 3 clusters Score -8523952 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8524039.000000 Penalty: 5670.448242
	Iteration 16Q: 3 clusters Score -8524039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8524125.000000 Penalty: 5670.448242
	Iteration 17Q: 3 clusters Score -8524125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8524188.000000 Penalty: 5670.448242
	Iteration 18Q: 3 clusters Score -8524188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8524219.000000 Penalty: 5670.448242
	Iteration 19Q: 3 clusters Score -8524219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8524237.000000 Penalty: 5670.448242
	Iteration 20F: 3 clusters Score -8524237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8524252.000000 Penalty: 5670.448242
	Iteration 21Q: 3 clusters Score -8524252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8524252.000000 Penalty: 5670.448242
	Iteration 22Q: 3 clusters Score -8524252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8524258.000000 Penalty: 5670.448242
	Iteration 23Q: 3 clusters Score -8524258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8524269.000000 Penalty: 5670.448242
	Iteration 24Q: 3 clusters Score -8524269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8524282.000000 Penalty: 5670.448242
	Iteration 25Q: 3 clusters Score -8524282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8524285.000000 Penalty: 5670.448242
	Iteration 26Q: 3 clusters Score -8524285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8524296.000000 Penalty: 5670.448242
	Iteration 27Q: 3 clusters Score -8524296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8524306.000000 Penalty: 5670.448242
	Iteration 28Q: 3 clusters Score -8524306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8524307.000000 Penalty: 5670.448242
	Iteration 29Q: 3 clusters Score -8524307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8524305.000000 Penalty: 5670.448242
	Iteration 30Q: 3 clusters Score -8524305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8524301.000000 Penalty: 5670.448242
	Iteration 31Q: 3 clusters Score -8524301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91873 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8524307.000000 Penalty: 5670.448242
	Iteration 32Q: 3 clusters Score -8524307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8524311.000000 Penalty: 5670.448242
	Iteration 33Q: 3 clusters Score -8524311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8524307.000000 Penalty: 5670.448242
	Iteration 34Q: 3 clusters Score -8524307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8524313.000000 Penalty: 5670.448242
	Iteration 35Q: 3 clusters Score -8524313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8524317.000000 Penalty: 5670.448242
	Iteration 36Q: 3 clusters Score -8524317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8524317.000000 Penalty: 5670.448242
	Iteration 37F: 3 clusters Score -8524317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -16280.189453 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -16280.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15192.839844 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -15192.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15310.295898 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -15310.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15343.530273 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -15343.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15343.530273 Penalty: 2684.176270
	Iteration 3F: 3 clusters Score -15343.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -44472.011719 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -44472.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42927.617188 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -42927.62 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43150.757812 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -43150.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43226.562500 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -43226.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43258.441406 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -43258.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43274.281250 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -43274.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43279.875000 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -43279.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43285.863281 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -43285.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43289.015625 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -43289.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43291.652344 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -43291.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43291.652344 Penalty: 3156.916504
	Iteration 9F: 3 clusters Score -43291.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -26307.537109 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -26307.54 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 203 members 
Entering Unmasked Estep 
Score: -24976.017578 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -24976.02 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25163.990234 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -25163.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25238.876953 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -25238.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25278.679688 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -25278.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25293.751953 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -25293.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25339.476562 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -25339.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25364.539062 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -25364.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25376.464844 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -25376.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25386.943359 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -25386.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25440.732422 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -25440.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25460.714844 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -25460.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25480.763672 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -25480.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25485.042969 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -25485.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25493.269531 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -25493.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25496.269531 Penalty: 2948.928711
	Iteration 14Q: 3 clusters Score -25496.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25496.269531 Penalty: 2948.928711
	Iteration 15F: 3 clusters Score -25496.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 11 contains 61989 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24789 members 
Mstep: Class 15 contains 13901 members 
Mstep: Class 16 contains 438657 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 162645 members 
Mstep: Class 22 contains 133420 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92259 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622504.000000 Penalty: 96286.414062
Iteration 479Q: 29 clusters Score -9.36225e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35116 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11324 members 
Mstep: Class 11 contains 62041 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24791 members 
Mstep: Class 15 contains 13899 members 
Mstep: Class 16 contains 438658 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 162624 members 
Mstep: Class 22 contains 133410 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92237 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622536.000000 Penalty: 96286.414062
Iteration 480F: 29 clusters Score -9.362254e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35115 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11326 members 
Mstep: Class 11 contains 62088 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 13897 members 
Mstep: Class 16 contains 438653 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16703 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 162611 members 
Mstep: Class 22 contains 133401 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92222 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622528.000000 Penalty: 96286.414062
Iteration 481Q: 29 clusters Score -9.362253e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35113 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11329 members 
Mstep: Class 11 contains 62147 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24789 members 
Mstep: Class 15 contains 13896 members 
Mstep: Class 16 contains 438653 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16703 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 162590 members 
Mstep: Class 22 contains 133386 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92206 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622544.000000 Penalty: 96286.414062
Iteration 482Q: 29 clusters Score -9.362254e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11333 members 
Mstep: Class 11 contains 62211 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24786 members 
Mstep: Class 15 contains 13896 members 
Mstep: Class 16 contains 438652 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16703 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 162566 members 
Mstep: Class 22 contains 133372 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92187 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622536.000000 Penalty: 96286.414062
Iteration 483Q: 29 clusters Score -9.362254e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11334 members 
Mstep: Class 11 contains 62252 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24785 members 
Mstep: Class 15 contains 13896 members 
Mstep: Class 16 contains 438655 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 16701 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 162553 members 
Mstep: Class 22 contains 133361 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92174 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622592.000000 Penalty: 96286.414062
Iteration 484Q: 29 clusters Score -9.362259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62293 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24782 members 
Mstep: Class 15 contains 13896 members 
Mstep: Class 16 contains 438653 members 
Mstep: Class 17 contains 7016 members 
Mstep: Class 18 contains 16700 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 162541 members 
Mstep: Class 22 contains 133354 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92160 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622512.000000 Penalty: 96286.414062
Iteration 485Q: 29 clusters Score -9.362251e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62328 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24779 members 
Mstep: Class 15 contains 13896 members 
Mstep: Class 16 contains 438654 members 
Mstep: Class 17 contains 7016 members 
Mstep: Class 18 contains 16702 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 162526 members 
Mstep: Class 22 contains 133352 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92141 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622632.000000 Penalty: 96286.414062
Iteration 486Q: 29 clusters Score -9.362263e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62368 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24778 members 
Mstep: Class 15 contains 13896 members 
Mstep: Class 16 contains 438651 members 
Mstep: Class 17 contains 7015 members 
Mstep: Class 18 contains 16703 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 162516 members 
Mstep: Class 22 contains 133344 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92122 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622608.000000 Penalty: 96286.414062
Iteration 487Q: 29 clusters Score -9.362261e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62411 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24777 members 
Mstep: Class 15 contains 13895 members 
Mstep: Class 16 contains 438649 members 
Mstep: Class 17 contains 7016 members 
Mstep: Class 18 contains 16703 members 
Mstep: Class 19 contains 15674 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 162504 members 
Mstep: Class 22 contains 133327 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92109 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622568.000000 Penalty: 96286.414062
Iteration 488Q: 29 clusters Score -9.362257e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62448 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24778 members 
Mstep: Class 15 contains 13893 members 
Mstep: Class 16 contains 438647 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 16701 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 162493 members 
Mstep: Class 22 contains 133317 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92094 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622592.000000 Penalty: 96286.414062
Iteration 489Q: 29 clusters Score -9.362259e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62491 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24778 members 
Mstep: Class 15 contains 13892 members 
Mstep: Class 16 contains 438646 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 16700 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 162477 members 
Mstep: Class 22 contains 133306 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92079 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622576.000000 Penalty: 96286.414062
Iteration 490Q: 29 clusters Score -9.362258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62534 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24778 members 
Mstep: Class 15 contains 13891 members 
Mstep: Class 16 contains 438644 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 16699 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 162466 members 
Mstep: Class 22 contains 133290 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92068 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622656.000000 Penalty: 96286.414062
Iteration 491Q: 29 clusters Score -9.362266e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62571 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24776 members 
Mstep: Class 15 contains 13892 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 16697 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 162459 members 
Mstep: Class 22 contains 133274 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92058 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622624.000000 Penalty: 96286.414062
Iteration 492Q: 29 clusters Score -9.362262e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 62607 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24774 members 
Mstep: Class 15 contains 13890 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16697 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 162458 members 
Mstep: Class 22 contains 133254 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92047 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622672.000000 Penalty: 96286.414062
Iteration 493Q: 29 clusters Score -9.362267e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 62634 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24773 members 
Mstep: Class 15 contains 13888 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 16700 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 162460 members 
Mstep: Class 22 contains 133236 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92038 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622624.000000 Penalty: 96286.414062
Iteration 494Q: 29 clusters Score -9.362262e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 62658 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24773 members 
Mstep: Class 15 contains 13886 members 
Mstep: Class 16 contains 438639 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 16702 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 162452 members 
Mstep: Class 22 contains 133231 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92029 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622624.000000 Penalty: 96286.414062
Iteration 495Q: 29 clusters Score -9.362262e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 62676 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24773 members 
Mstep: Class 15 contains 13885 members 
Mstep: Class 16 contains 438637 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16708 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 162450 members 
Mstep: Class 22 contains 133225 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92014 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622648.000000 Penalty: 96286.414062
Iteration 496Q: 29 clusters Score -9.362265e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 62697 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24773 members 
Mstep: Class 15 contains 13882 members 
Mstep: Class 16 contains 438637 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 15678 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 162447 members 
Mstep: Class 22 contains 133221 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 92000 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622664.000000 Penalty: 96286.414062
Iteration 497Q: 29 clusters Score -9.362266e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 62719 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24773 members 
Mstep: Class 15 contains 13879 members 
Mstep: Class 16 contains 438640 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 16706 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 162443 members 
Mstep: Class 22 contains 133219 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 91989 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622672.000000 Penalty: 96286.414062
Iteration 498Q: 29 clusters Score -9.362267e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 62737 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24773 members 
Mstep: Class 15 contains 13877 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 15674 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 162436 members 
Mstep: Class 22 contains 133220 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 91979 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622616.000000 Penalty: 96286.414062
Iteration 499Q: 29 clusters Score -9.362262e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 62764 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 24774 members 
Mstep: Class 15 contains 13876 members 
Mstep: Class 16 contains 438641 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 162431 members 
Mstep: Class 22 contains 133221 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 91957 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622616.000000 Penalty: 96286.414062
Iteration 500F: 29 clusters Score -9.362262e+07 nChanged 66
Maximum iterations exceeded
20->29 Clusters: Score -93622616.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1051923 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 52738 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 52872 members 
Mstep: Class 5 contains 52558 members 
Mstep: Class 6 contains 52224 members 
Mstep: Class 7 contains 53083 members 
Mstep: Class 8 contains 52854 members 
Mstep: Class 9 contains 52594 members 
Mstep: Class 10 contains 52535 members 
Mstep: Class 11 contains 52400 members 
Mstep: Class 12 contains 52599 members 
Mstep: Class 13 contains 52654 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 52690 members 
Mstep: Class 16 contains 52424 members 
Mstep: Class 17 contains 52267 members 
Mstep: Class 18 contains 52839 members 
Mstep: Class 19 contains 52403 members 
Mstep: Class 20 contains 52553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 500.840302 but Gain 3438.800781
Score: -87451776.000000 Penalty: 65337.207031
Iteration 0F: 20 clusters Score -8.745178e+07 nChanged 995535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6449 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 9970 members 
Mstep: Class 3 contains 97033 members 
Mstep: Class 4 contains 115883 members 
Mstep: Class 5 contains 21208 members 
Mstep: Class 6 contains 26270 members 
Mstep: Class 7 contains 22347 members 
Mstep: Class 8 contains 63699 members 
Mstep: Class 9 contains 10319 members 
Mstep: Class 10 contains 48958 members 
Mstep: Class 11 contains 65775 members 
Mstep: Class 12 contains 83942 members 
Mstep: Class 14 contains 83784 members 
Mstep: Class 15 contains 55301 members 
Mstep: Class 16 contains 76220 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 52261 members 
Mstep: Class 19 contains 79053 members 
Mstep: Class 20 contains 82044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90990008.000000 Penalty: 65337.207031
Iteration 1F: 20 clusters Score -9.099001e+07 nChanged 351726
Entering Unmasked Mstep 
Mstep: Class 0 contains 6080 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3889 members 
Mstep: Class 3 contains 130993 members 
Mstep: Class 4 contains 163891 members 
Mstep: Class 5 contains 14601 members 
Mstep: Class 6 contains 12906 members 
Mstep: Class 7 contains 18349 members 
Mstep: Class 8 contains 58920 members 
Mstep: Class 9 contains 5921 members 
Mstep: Class 10 contains 27526 members 
Mstep: Class 11 contains 66385 members 
Mstep: Class 12 contains 76893 members 
Mstep: Class 14 contains 84799 members 
Mstep: Class 15 contains 44257 members 
Mstep: Class 16 contains 82385 members 
Mstep: Class 17 contains 56563 members 
Mstep: Class 18 contains 43212 members 
Mstep: Class 19 contains 64748 members 
Mstep: Class 20 contains 80326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91795504.000000 Penalty: 65337.207031
Iteration 2F: 20 clusters Score -9.17955e+07 nChanged 290002
Entering Unmasked Mstep 
Mstep: Class 0 contains 4118 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 160492 members 
Mstep: Class 4 contains 226167 members 
Mstep: Class 5 contains 13829 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 7 contains 19386 members 
Mstep: Class 8 contains 44766 members 
Mstep: Class 9 contains 3983 members 
Mstep: Class 10 contains 17700 members 
Mstep: Class 11 contains 54376 members 
Mstep: Class 12 contains 61520 members 
Mstep: Class 14 contains 75671 members 
Mstep: Class 15 contains 29429 members 
Mstep: Class 16 contains 75837 members 
Mstep: Class 17 contains 91903 members 
Mstep: Class 18 contains 27658 members 
Mstep: Class 19 contains 52548 members 
Mstep: Class 20 contains 78120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2638.524902 but Gain 3438.800781
Score: -92275320.000000 Penalty: 61898.406250
Iteration 3F: 19 clusters Score -9.227532e+07 nChanged 215939
Entering Unmasked Mstep 
Mstep: Class 0 contains 2362 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 173985 members 
Mstep: Class 4 contains 288540 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 7 contains 25516 members 
Mstep: Class 8 contains 29484 members 
Mstep: Class 9 contains 2980 members 
Mstep: Class 10 contains 11896 members 
Mstep: Class 11 contains 37829 members 
Mstep: Class 12 contains 46517 members 
Mstep: Class 14 contains 60143 members 
Mstep: Class 15 contains 18272 members 
Mstep: Class 16 contains 66288 members 
Mstep: Class 17 contains 122537 members 
Mstep: Class 18 contains 16862 members 
Mstep: Class 19 contains 44072 members 
Mstep: Class 20 contains 80069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2558.182373 but Gain 3438.796875
Score: -92638312.000000 Penalty: 58459.609375
Iteration 4F: 18 clusters Score -9.263831e+07 nChanged 160842
Entering Unmasked Mstep 
Mstep: Class 0 contains 601 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 168473 members 
Mstep: Class 4 contains 345828 members 
Mstep: Class 5 contains 14565 members 
Mstep: Class 7 contains 38030 members 
Mstep: Class 8 contains 17741 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 23776 members 
Mstep: Class 12 contains 34930 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 60025 members 
Mstep: Class 17 contains 143383 members 
Mstep: Class 18 contains 10443 members 
Mstep: Class 19 contains 36379 members 
Mstep: Class 20 contains 82610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92834368.000000 Penalty: 58459.609375
Iteration 5F: 18 clusters Score -9.283437e+07 nChanged 124553
Entering Unmasked Mstep 
Mstep: Class 0 contains 443 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 150450 members 
Mstep: Class 4 contains 397368 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 7 contains 53817 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 14296 members 
Mstep: Class 12 contains 25880 members 
Mstep: Class 14 contains 33819 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 55608 members 
Mstep: Class 17 contains 155428 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 28745 members 
Mstep: Class 20 contains 80979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92964664.000000 Penalty: 58459.609375
Iteration 6F: 18 clusters Score -9.296466e+07 nChanged 99028
Entering Unmasked Mstep 
Mstep: Class 0 contains 401 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 137944 members 
Mstep: Class 4 contains 433519 members 
Mstep: Class 5 contains 15496 members 
Mstep: Class 7 contains 69766 members 
Mstep: Class 8 contains 6459 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 14 contains 25935 members 
Mstep: Class 15 contains 4941 members 
Mstep: Class 16 contains 51407 members 
Mstep: Class 17 contains 161780 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 21915 members 
Mstep: Class 20 contains 74862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3014.125977 but Gain 3438.800781
Score: -93069896.000000 Penalty: 55020.808594
Iteration 7F: 17 clusters Score -9.30699e+07 nChanged 88701
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 139613 members 
Mstep: Class 4 contains 448938 members 
Mstep: Class 5 contains 16686 members 
Mstep: Class 7 contains 84479 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 14 contains 21113 members 
Mstep: Class 15 contains 3412 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 165396 members 
Mstep: Class 19 contains 16553 members 
Mstep: Class 20 contains 66817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2779.506592 but Gain 3438.800781
Score: -93140608.000000 Penalty: 51582.007812
Iteration 8F: 16 clusters Score -9.314061e+07 nChanged 74504
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 144765 members 
Mstep: Class 4 contains 453217 members 
Mstep: Class 5 contains 17610 members 
Mstep: Class 7 contains 98380 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 11860 members 
Mstep: Class 14 contains 18355 members 
Mstep: Class 16 contains 45013 members 
Mstep: Class 17 contains 167104 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 57744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93194968.000000 Penalty: 51582.007812
Iteration 9F: 16 clusters Score -9.319497e+07 nChanged 62778
Entering Unmasked Mstep 
Mstep: Class 0 contains 287 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 152013 members 
Mstep: Class 4 contains 448378 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 7 contains 111252 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 10171 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 16 contains 43473 members 
Mstep: Class 17 contains 167288 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 48817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93241272.000000 Penalty: 51582.007812
Iteration 10F: 16 clusters Score -9.324127e+07 nChanged 57759
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 161080 members 
Mstep: Class 4 contains 437434 members 
Mstep: Class 5 contains 18197 members 
Mstep: Class 7 contains 124000 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 10 contains 3535 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 9078 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 16 contains 42509 members 
Mstep: Class 17 contains 166620 members 
Mstep: Class 19 contains 8145 members 
Mstep: Class 20 contains 41384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93279232.000000 Penalty: 51582.007812
Iteration 11F: 16 clusters Score -9.327923e+07 nChanged 53849
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 171883 members 
Mstep: Class 4 contains 421741 members 
Mstep: Class 5 contains 17679 members 
Mstep: Class 7 contains 136821 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 10 contains 3568 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 8099 members 
Mstep: Class 14 contains 16205 members 
Mstep: Class 16 contains 41906 members 
Mstep: Class 17 contains 165602 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 35855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93310088.000000 Penalty: 51582.007812
Iteration 12F: 16 clusters Score -9.331009e+07 nChanged 50213
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 183589 members 
Mstep: Class 4 contains 403055 members 
Mstep: Class 5 contains 16796 members 
Mstep: Class 7 contains 149569 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 14 contains 16392 members 
Mstep: Class 16 contains 41459 members 
Mstep: Class 17 contains 164338 members 
Mstep: Class 19 contains 6443 members 
Mstep: Class 20 contains 31933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93336984.000000 Penalty: 51582.007812
Iteration 13Q: 16 clusters Score -9.333698e+07 nChanged 45946
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 195729 members 
Mstep: Class 4 contains 382311 members 
Mstep: Class 5 contains 15859 members 
Mstep: Class 7 contains 162120 members 
Mstep: Class 8 contains 3517 members 
Mstep: Class 10 contains 3573 members 
Mstep: Class 11 contains 8238 members 
Mstep: Class 12 contains 6224 members 
Mstep: Class 14 contains 16719 members 
Mstep: Class 16 contains 41115 members 
Mstep: Class 17 contains 163162 members 
Mstep: Class 19 contains 5918 members 
Mstep: Class 20 contains 29127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93359592.000000 Penalty: 51582.007812
Iteration 14Q: 16 clusters Score -9.335959e+07 nChanged 41773
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 207905 members 
Mstep: Class 4 contains 360427 members 
Mstep: Class 5 contains 14934 members 
Mstep: Class 7 contains 174063 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 10 contains 3590 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 14 contains 17080 members 
Mstep: Class 16 contains 40903 members 
Mstep: Class 17 contains 162357 members 
Mstep: Class 19 contains 5517 members 
Mstep: Class 20 contains 26994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93378040.000000 Penalty: 51582.007812
Iteration 15Q: 16 clusters Score -9.337804e+07 nChanged 38163
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 4360 members 
Mstep: Class 3 contains 220284 members 
Mstep: Class 4 contains 337914 members 
Mstep: Class 5 contains 14128 members 
Mstep: Class 7 contains 184920 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 10 contains 3630 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 14 contains 17556 members 
Mstep: Class 16 contains 40744 members 
Mstep: Class 17 contains 161909 members 
Mstep: Class 19 contains 5252 members 
Mstep: Class 20 contains 25211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93395432.000000 Penalty: 51582.007812
Iteration 16Q: 16 clusters Score -9.339543e+07 nChanged 35196
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 4291 members 
Mstep: Class 3 contains 232757 members 
Mstep: Class 4 contains 315545 members 
Mstep: Class 5 contains 13474 members 
Mstep: Class 7 contains 194670 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 10 contains 3698 members 
Mstep: Class 11 contains 13734 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 16 contains 40631 members 
Mstep: Class 17 contains 161696 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 23562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93410960.000000 Penalty: 51582.007812
Iteration 17Q: 16 clusters Score -9.341096e+07 nChanged 32402
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 245250 members 
Mstep: Class 4 contains 293633 members 
Mstep: Class 5 contains 13060 members 
Mstep: Class 7 contains 203347 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 15293 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 14 contains 19017 members 
Mstep: Class 16 contains 40528 members 
Mstep: Class 17 contains 161768 members 
Mstep: Class 19 contains 4987 members 
Mstep: Class 20 contains 22024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93424632.000000 Penalty: 51582.007812
Iteration 18Q: 16 clusters Score -9.342463e+07 nChanged 29612
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 4096 members 
Mstep: Class 3 contains 257624 members 
Mstep: Class 4 contains 272796 members 
Mstep: Class 5 contains 12774 members 
Mstep: Class 7 contains 210707 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 10 contains 3888 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 3841 members 
Mstep: Class 14 contains 19977 members 
Mstep: Class 16 contains 40450 members 
Mstep: Class 17 contains 162009 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 20680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93434080.000000 Penalty: 51582.007812
Iteration 19Q: 16 clusters Score -9.343408e+07 nChanged 27461
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 269793 members 
Mstep: Class 4 contains 252971 members 
Mstep: Class 5 contains 12553 members 
Mstep: Class 7 contains 217067 members 
Mstep: Class 8 contains 5621 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 17423 members 
Mstep: Class 12 contains 3617 members 
Mstep: Class 14 contains 21185 members 
Mstep: Class 16 contains 40403 members 
Mstep: Class 17 contains 162291 members 
Mstep: Class 19 contains 4755 members 
Mstep: Class 20 contains 19585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93445368.000000 Penalty: 51582.007812
Iteration 20F: 16 clusters Score -9.344537e+07 nChanged 26270
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 281909 members 
Mstep: Class 4 contains 233718 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 7 contains 222542 members 
Mstep: Class 8 contains 5859 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 18364 members 
Mstep: Class 12 contains 3553 members 
Mstep: Class 14 contains 22563 members 
Mstep: Class 16 contains 40376 members 
Mstep: Class 17 contains 162428 members 
Mstep: Class 19 contains 4660 members 
Mstep: Class 20 contains 18607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93456224.000000 Penalty: 51582.007812
Iteration 21Q: 16 clusters Score -9.345622e+07 nChanged 25577
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 293924 members 
Mstep: Class 4 contains 215209 members 
Mstep: Class 5 contains 12236 members 
Mstep: Class 7 contains 227234 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 10 contains 4189 members 
Mstep: Class 11 contains 19010 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 14 contains 24201 members 
Mstep: Class 16 contains 40360 members 
Mstep: Class 17 contains 162454 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 17705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93469432.000000 Penalty: 51582.007812
Iteration 22Q: 16 clusters Score -9.346943e+07 nChanged 24725
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 305771 members 
Mstep: Class 4 contains 197195 members 
Mstep: Class 5 contains 12111 members 
Mstep: Class 7 contains 231249 members 
Mstep: Class 8 contains 6206 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 19495 members 
Mstep: Class 12 contains 3937 members 
Mstep: Class 14 contains 26087 members 
Mstep: Class 16 contains 40332 members 
Mstep: Class 17 contains 162608 members 
Mstep: Class 19 contains 4490 members 
Mstep: Class 20 contains 16949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93478920.000000 Penalty: 51582.007812
Iteration 23Q: 16 clusters Score -9.347892e+07 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 317206 members 
Mstep: Class 4 contains 179945 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 7 contains 234681 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 16 contains 40298 members 
Mstep: Class 17 contains 163105 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 16268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93487432.000000 Penalty: 51582.007812
Iteration 24Q: 16 clusters Score -9.348743e+07 nChanged 21978
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 3729 members 
Mstep: Class 3 contains 328308 members 
Mstep: Class 4 contains 163464 members 
Mstep: Class 5 contains 11981 members 
Mstep: Class 7 contains 237472 members 
Mstep: Class 8 contains 6401 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 19984 members 
Mstep: Class 12 contains 4138 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 16 contains 40258 members 
Mstep: Class 17 contains 163653 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 15702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93496256.000000 Penalty: 51582.007812
Iteration 25Q: 16 clusters Score -9.349626e+07 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 3727 members 
Mstep: Class 3 contains 338968 members 
Mstep: Class 4 contains 148228 members 
Mstep: Class 5 contains 11987 members 
Mstep: Class 7 contains 239802 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 20080 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 16 contains 40215 members 
Mstep: Class 17 contains 164064 members 
Mstep: Class 19 contains 4207 members 
Mstep: Class 20 contains 15223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93503464.000000 Penalty: 51582.007812
Iteration 26Q: 16 clusters Score -9.350346e+07 nChanged 19077
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 349380 members 
Mstep: Class 4 contains 133895 members 
Mstep: Class 5 contains 11954 members 
Mstep: Class 7 contains 241871 members 
Mstep: Class 8 contains 6601 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 20109 members 
Mstep: Class 12 contains 4141 members 
Mstep: Class 14 contains 34428 members 
Mstep: Class 16 contains 40167 members 
Mstep: Class 17 contains 164310 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 14856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93511016.000000 Penalty: 51582.007812
Iteration 27Q: 16 clusters Score -9.351102e+07 nChanged 18072
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 359652 members 
Mstep: Class 4 contains 120256 members 
Mstep: Class 5 contains 11936 members 
Mstep: Class 7 contains 243502 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 14 contains 36125 members 
Mstep: Class 16 contains 40139 members 
Mstep: Class 17 contains 164541 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 14653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93517832.000000 Penalty: 51582.007812
Iteration 28Q: 16 clusters Score -9.351783e+07 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 369691 members 
Mstep: Class 4 contains 107288 members 
Mstep: Class 5 contains 11926 members 
Mstep: Class 7 contains 244903 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 20144 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 14 contains 37643 members 
Mstep: Class 16 contains 40105 members 
Mstep: Class 17 contains 164625 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 14597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93523248.000000 Penalty: 51582.007812
Iteration 29Q: 16 clusters Score -9.352325e+07 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 3719 members 
Mstep: Class 3 contains 379418 members 
Mstep: Class 4 contains 94930 members 
Mstep: Class 5 contains 11942 members 
Mstep: Class 7 contains 246091 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 20090 members 
Mstep: Class 12 contains 3968 members 
Mstep: Class 14 contains 38992 members 
Mstep: Class 16 contains 40056 members 
Mstep: Class 17 contains 164670 members 
Mstep: Class 19 contains 3905 members 
Mstep: Class 20 contains 14713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93529312.000000 Penalty: 51582.007812
Iteration 30Q: 16 clusters Score -9.352931e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 388506 members 
Mstep: Class 4 contains 83372 members 
Mstep: Class 5 contains 11981 members 
Mstep: Class 7 contains 247204 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 20028 members 
Mstep: Class 12 contains 3917 members 
Mstep: Class 14 contains 40183 members 
Mstep: Class 16 contains 40014 members 
Mstep: Class 17 contains 164612 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 14987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93535248.000000 Penalty: 51582.007812
Iteration 31Q: 16 clusters Score -9.353525e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 3719 members 
Mstep: Class 3 contains 397142 members 
Mstep: Class 4 contains 72447 members 
Mstep: Class 5 contains 12038 members 
Mstep: Class 7 contains 248238 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 19936 members 
Mstep: Class 12 contains 3864 members 
Mstep: Class 14 contains 41198 members 
Mstep: Class 16 contains 39955 members 
Mstep: Class 17 contains 164544 members 
Mstep: Class 19 contains 3796 members 
Mstep: Class 20 contains 15398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93539600.000000 Penalty: 51582.007812
Iteration 32Q: 16 clusters Score -9.35396e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 404929 members 
Mstep: Class 4 contains 62493 members 
Mstep: Class 5 contains 12102 members 
Mstep: Class 7 contains 249109 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 19879 members 
Mstep: Class 12 contains 3838 members 
Mstep: Class 14 contains 41999 members 
Mstep: Class 16 contains 39909 members 
Mstep: Class 17 contains 164494 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93543744.000000 Penalty: 51582.007812
Iteration 33Q: 16 clusters Score -9.354374e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 411643 members 
Mstep: Class 4 contains 53776 members 
Mstep: Class 5 contains 12155 members 
Mstep: Class 7 contains 249926 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 3813 members 
Mstep: Class 14 contains 42717 members 
Mstep: Class 16 contains 39857 members 
Mstep: Class 17 contains 164380 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 20 contains 16642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93547152.000000 Penalty: 51582.007812
Iteration 34Q: 16 clusters Score -9.354715e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 417224 members 
Mstep: Class 4 contains 46435 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 7 contains 250640 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 19685 members 
Mstep: Class 12 contains 3792 members 
Mstep: Class 14 contains 43324 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 164216 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 17364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93550384.000000 Penalty: 51582.007812
Iteration 35Q: 16 clusters Score -9.355038e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 421845 members 
Mstep: Class 4 contains 40428 members 
Mstep: Class 5 contains 12212 members 
Mstep: Class 7 contains 251241 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 19576 members 
Mstep: Class 12 contains 3784 members 
Mstep: Class 14 contains 43800 members 
Mstep: Class 16 contains 39781 members 
Mstep: Class 17 contains 164022 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 18057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93552712.000000 Penalty: 51582.007812
Iteration 36Q: 16 clusters Score -9.355271e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 425363 members 
Mstep: Class 4 contains 35745 members 
Mstep: Class 5 contains 12239 members 
Mstep: Class 7 contains 251706 members 
Mstep: Class 8 contains 6669 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 14 contains 44208 members 
Mstep: Class 16 contains 39739 members 
Mstep: Class 17 contains 163852 members 
Mstep: Class 19 contains 3651 members 
Mstep: Class 20 contains 18718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93554232.000000 Penalty: 51582.007812
Iteration 37Q: 16 clusters Score -9.355423e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 428040 members 
Mstep: Class 4 contains 32114 members 
Mstep: Class 5 contains 12258 members 
Mstep: Class 7 contains 252079 members 
Mstep: Class 8 contains 6553 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 19401 members 
Mstep: Class 12 contains 3804 members 
Mstep: Class 14 contains 44561 members 
Mstep: Class 16 contains 39699 members 
Mstep: Class 17 contains 163675 members 
Mstep: Class 19 contains 3639 members 
Mstep: Class 20 contains 19326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93555640.000000 Penalty: 51582.007812
Iteration 38Q: 16 clusters Score -9.355564e+07 nChanged 4499
Entering ConstructFrom: 
Score: -93555640.000000 Penalty: 51582.007812
Entering ConstructFrom: 
Trying to split cluster 1 (18690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Entering Unmasked Estep 
Score: -1596414.750000 Penalty: 2439.264404
	Iteration 0F: 2 clusters Score -1596415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1583380.750000 Penalty: 4878.528809
	Iteration 0F: 3 clusters Score -1583381 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1588217.500000 Penalty: 4878.528809
	Iteration 1F: 3 clusters Score -1588218 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1589013.000000 Penalty: 4878.528809
	Iteration 2F: 3 clusters Score -1589013 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1589850.250000 Penalty: 4878.528809
	Iteration 3F: 3 clusters Score -1589850 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1590776.750000 Penalty: 4878.528809
	Iteration 4F: 3 clusters Score -1590777 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1591782.625000 Penalty: 4878.528809
	Iteration 5F: 3 clusters Score -1591783 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1592602.625000 Penalty: 4878.528809
	Iteration 6F: 3 clusters Score -1592603 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1593226.625000 Penalty: 4878.528809
	Iteration 7F: 3 clusters Score -1593227 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1593704.500000 Penalty: 4878.528809
	Iteration 8Q: 3 clusters Score -1593704 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1594029.625000 Penalty: 4878.528809
	Iteration 9Q: 3 clusters Score -1594030 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1594286.125000 Penalty: 4878.528809
	Iteration 10Q: 3 clusters Score -1594286 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1594515.250000 Penalty: 4878.528809
	Iteration 11Q: 3 clusters Score -1594515 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1594710.375000 Penalty: 4878.528809
	Iteration 12Q: 3 clusters Score -1594710 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1594857.625000 Penalty: 4878.528809
	Iteration 13Q: 3 clusters Score -1594858 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1594979.500000 Penalty: 4878.528809
	Iteration 14Q: 3 clusters Score -1594980 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1595077.000000 Penalty: 4878.528809
	Iteration 15Q: 3 clusters Score -1595077 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1595170.625000 Penalty: 4878.528809
	Iteration 16Q: 3 clusters Score -1595171 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1595255.500000 Penalty: 4878.528809
	Iteration 17Q: 3 clusters Score -1595256 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1595342.500000 Penalty: 4878.528809
	Iteration 18Q: 3 clusters Score -1595342 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1595430.500000 Penalty: 4878.528809
	Iteration 19Q: 3 clusters Score -1595430 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1595503.375000 Penalty: 4878.528809
	Iteration 20F: 3 clusters Score -1595503 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1595564.125000 Penalty: 4878.528809
	Iteration 21Q: 3 clusters Score -1595564 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1595609.750000 Penalty: 4878.528809
	Iteration 22Q: 3 clusters Score -1595610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1595651.125000 Penalty: 4878.528809
	Iteration 23Q: 3 clusters Score -1595651 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1595711.875000 Penalty: 4878.528809
	Iteration 24Q: 3 clusters Score -1595712 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1595759.750000 Penalty: 4878.528809
	Iteration 25Q: 3 clusters Score -1595760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1595804.500000 Penalty: 4878.528809
	Iteration 26Q: 3 clusters Score -1595804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1595851.750000 Penalty: 4878.528809
	Iteration 27Q: 3 clusters Score -1595852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1595901.375000 Penalty: 4878.528809
	Iteration 28Q: 3 clusters Score -1595901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1595942.000000 Penalty: 4878.528809
	Iteration 29Q: 3 clusters Score -1595942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1595967.125000 Penalty: 4878.528809
	Iteration 30Q: 3 clusters Score -1595967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1595982.250000 Penalty: 4878.528809
	Iteration 31Q: 3 clusters Score -1595982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1595990.000000 Penalty: 4878.528809
	Iteration 32Q: 3 clusters Score -1595990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1595997.125000 Penalty: 4878.528809
	Iteration 33Q: 3 clusters Score -1595997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1596011.875000 Penalty: 4878.528809
	Iteration 34Q: 3 clusters Score -1596012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1596016.625000 Penalty: 4878.528809
	Iteration 35Q: 3 clusters Score -1596017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1596017.500000 Penalty: 4878.528809
	Iteration 36Q: 3 clusters Score -1596018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1596021.875000 Penalty: 4878.528809
	Iteration 37Q: 3 clusters Score -1596022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1596025.250000 Penalty: 4878.528809
	Iteration 38Q: 3 clusters Score -1596025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1596026.000000 Penalty: 4878.528809
	Iteration 39Q: 3 clusters Score -1596026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1596030.750000 Penalty: 4878.528809
	Iteration 40F: 3 clusters Score -1596031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1596031.625000 Penalty: 4878.528809
	Iteration 41Q: 3 clusters Score -1596032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1596038.125000 Penalty: 4878.528809
	Iteration 42Q: 3 clusters Score -1596038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1596037.375000 Penalty: 4878.528809
	Iteration 43Q: 3 clusters Score -1596037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1596036.500000 Penalty: 4878.528809
	Iteration 44Q: 3 clusters Score -1596036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1596035.500000 Penalty: 4878.528809
	Iteration 45Q: 3 clusters Score -1596036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1596035.375000 Penalty: 4878.528809
	Iteration 46Q: 3 clusters Score -1596035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1596039.375000 Penalty: 4878.528809
	Iteration 47Q: 3 clusters Score -1596039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1596040.875000 Penalty: 4878.528809
	Iteration 48Q: 3 clusters Score -1596041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1596042.750000 Penalty: 4878.528809
	Iteration 49Q: 3 clusters Score -1596043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1596042.750000 Penalty: 4878.528809
	Iteration 50F: 3 clusters Score -1596043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -278070.750000 Penalty: 2038.993408
	Iteration 0F: 2 clusters Score -278070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -275010.000000 Penalty: 4077.986816
	Iteration 0F: 3 clusters Score -275010 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -281288.125000 Penalty: 4077.986816
	Iteration 1F: 3 clusters Score -281288.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -283532.062500 Penalty: 4077.986816
	Iteration 2F: 3 clusters Score -283532.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -284437.406250 Penalty: 4077.986816
	Iteration 3F: 3 clusters Score -284437.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -284871.687500 Penalty: 4077.986816
	Iteration 4Q: 3 clusters Score -284871.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -285052.593750 Penalty: 4077.986816
	Iteration 5Q: 3 clusters Score -285052.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -285305.156250 Penalty: 4077.986816
	Iteration 6Q: 3 clusters Score -285305.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -285398.156250 Penalty: 4077.986816
	Iteration 7Q: 3 clusters Score -285398.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -285489.468750 Penalty: 4077.986816
	Iteration 8Q: 3 clusters Score -285489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -285509.125000 Penalty: 4077.986816
	Iteration 9Q: 3 clusters Score -285509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -285537.281250 Penalty: 4077.986816
	Iteration 10Q: 3 clusters Score -285537.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -285550.093750 Penalty: 4077.986816
	Iteration 11Q: 3 clusters Score -285550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -285558.125000 Penalty: 4077.986816
	Iteration 12Q: 3 clusters Score -285558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -285572.718750 Penalty: 4077.986816
	Iteration 13Q: 3 clusters Score -285572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -285575.812500 Penalty: 4077.986816
	Iteration 14Q: 3 clusters Score -285575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -285583.375000 Penalty: 4077.986816
	Iteration 15Q: 3 clusters Score -285583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -285589.343750 Penalty: 4077.986816
	Iteration 16Q: 3 clusters Score -285589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -285598.375000 Penalty: 4077.986816
	Iteration 17Q: 3 clusters Score -285598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -285610.218750 Penalty: 4077.986816
	Iteration 18F: 3 clusters Score -285610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -285654.968750 Penalty: 4077.986816
	Iteration 19Q: 3 clusters Score -285655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -285826.218750 Penalty: 4077.986816
	Iteration 20F: 3 clusters Score -285826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -285934.250000 Penalty: 4077.986816
	Iteration 21Q: 3 clusters Score -285934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -285941.718750 Penalty: 4077.986816
	Iteration 22Q: 3 clusters Score -285941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -285953.937500 Penalty: 4077.986816
	Iteration 23Q: 3 clusters Score -285953.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -285962.406250 Penalty: 4077.986816
	Iteration 24Q: 3 clusters Score -285962.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -285989.562500 Penalty: 4077.986816
	Iteration 25Q: 3 clusters Score -285989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -286022.062500 Penalty: 4077.986816
	Iteration 26Q: 3 clusters Score -286022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -286065.000000 Penalty: 4077.986816
	Iteration 27Q: 3 clusters Score -286065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -286111.125000 Penalty: 4077.986816
	Iteration 28Q: 3 clusters Score -286111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -286143.343750 Penalty: 4077.986816
	Iteration 29Q: 3 clusters Score -286143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -286152.156250 Penalty: 4077.986816
	Iteration 30Q: 3 clusters Score -286152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -286199.343750 Penalty: 4077.986816
	Iteration 31F: 3 clusters Score -286199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -286336.750000 Penalty: 4077.986816
	Iteration 32Q: 3 clusters Score -286336.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -286445.281250 Penalty: 4077.986816
	Iteration 33Q: 3 clusters Score -286445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -286632.875000 Penalty: 4077.986816
	Iteration 34Q: 3 clusters Score -286632.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -286736.718750 Penalty: 4077.986816
	Iteration 35Q: 3 clusters Score -286736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -287026.437500 Penalty: 4077.986816
	Iteration 36Q: 3 clusters Score -287026.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -287173.156250 Penalty: 4077.986816
	Iteration 37Q: 3 clusters Score -287173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -287429.812500 Penalty: 4077.986816
	Iteration 38Q: 3 clusters Score -287429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -287503.437500 Penalty: 4077.986816
	Iteration 39Q: 3 clusters Score -287503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -287657.343750 Penalty: 4077.986816
	Iteration 40F: 3 clusters Score -287657.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -287740.187500 Penalty: 4077.986816
	Iteration 41Q: 3 clusters Score -287740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -287742.625000 Penalty: 4077.986816
	Iteration 42Q: 3 clusters Score -287742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -287742.625000 Penalty: 4077.986816
	Iteration 43F: 3 clusters Score -287742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 454 members 
Mstep: Class 3 contains 429909 members 
Mstep: Class 4 contains 29465 members 
Mstep: Class 5 contains 12261 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 252403 members 
Mstep: Class 8 contains 6416 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 19304 members 
Mstep: Class 12 contains 3853 members 
Mstep: Class 14 contains 44868 members 
Mstep: Class 16 contains 39662 members 
Mstep: Class 17 contains 163460 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 19918 members 
Entering Unmasked Estep 
Score: -93564880.000000 Penalty: 55020.808594
Splitting cluster 2 changes total score from -93555640.000000 to -93564880.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (429909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429909 members 
Entering Unmasked Estep 
Score: -39581704.000000 Penalty: 3216.889648
	Iteration 0F: 2 clusters Score -3.95817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214828 members 
Mstep: Class 2 contains 215081 members 
Entering Unmasked Estep 
Score: -39292012.000000 Penalty: 6433.779297
	Iteration 0F: 3 clusters Score -3.929201e+07 nChanged 208905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213337 members 
Mstep: Class 2 contains 216572 members 
Entering Unmasked Estep 
Score: -39416260.000000 Penalty: 6433.779297
	Iteration 1F: 3 clusters Score -3.941626e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212617 members 
Mstep: Class 2 contains 217292 members 
Entering Unmasked Estep 
Score: -39417468.000000 Penalty: 6433.779297
	Iteration 2Q: 3 clusters Score -3.941747e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211418 members 
Mstep: Class 2 contains 218491 members 
Entering Unmasked Estep 
Score: -39419064.000000 Penalty: 6433.779297
	Iteration 3Q: 3 clusters Score -3.941906e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209536 members 
Mstep: Class 2 contains 220373 members 
Entering Unmasked Estep 
Score: -39421196.000000 Penalty: 6433.779297
	Iteration 4Q: 3 clusters Score -3.94212e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206752 members 
Mstep: Class 2 contains 223157 members 
Entering Unmasked Estep 
Score: -39423932.000000 Penalty: 6433.779297
	Iteration 5Q: 3 clusters Score -3.942393e+07 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202414 members 
Mstep: Class 2 contains 227495 members 
Entering Unmasked Estep 
Score: -39428336.000000 Penalty: 6433.779297
	Iteration 6Q: 3 clusters Score -3.942834e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196063 members 
Mstep: Class 2 contains 233846 members 
Entering Unmasked Estep 
Score: -39434396.000000 Penalty: 6433.779297
	Iteration 7Q: 3 clusters Score -3.94344e+07 nChanged 19425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187274 members 
Mstep: Class 2 contains 242635 members 
Entering Unmasked Estep 
Score: -39443740.000000 Penalty: 6433.779297
	Iteration 8Q: 3 clusters Score -3.944374e+07 nChanged 22442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175804 members 
Mstep: Class 2 contains 254105 members 
Entering Unmasked Estep 
Score: -39456824.000000 Penalty: 6433.779297
	Iteration 9F: 3 clusters Score -3.945682e+07 nChanged 24239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 267436 members 
Entering Unmasked Estep 
Score: -39471280.000000 Penalty: 6433.779297
	Iteration 10F: 3 clusters Score -3.947128e+07 nChanged 24465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148990 members 
Mstep: Class 2 contains 280919 members 
Entering Unmasked Estep 
Score: -39486568.000000 Penalty: 6433.779297
	Iteration 11F: 3 clusters Score -3.948657e+07 nChanged 22387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137051 members 
Mstep: Class 2 contains 292858 members 
Entering Unmasked Estep 
Score: -39498920.000000 Penalty: 6433.779297
	Iteration 12F: 3 clusters Score -3.949892e+07 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 302906 members 
Entering Unmasked Estep 
Score: -39506668.000000 Penalty: 6433.779297
	Iteration 13Q: 3 clusters Score -3.950667e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117998 members 
Mstep: Class 2 contains 311911 members 
Entering Unmasked Estep 
Score: -39511984.000000 Penalty: 6433.779297
	Iteration 14Q: 3 clusters Score -3.951198e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 320719 members 
Entering Unmasked Estep 
Score: -39515892.000000 Penalty: 6433.779297
	Iteration 15Q: 3 clusters Score -3.951589e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 329781 members 
Entering Unmasked Estep 
Score: -39519536.000000 Penalty: 6433.779297
	Iteration 16Q: 3 clusters Score -3.951954e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 339286 members 
Entering Unmasked Estep 
Score: -39523324.000000 Penalty: 6433.779297
	Iteration 17Q: 3 clusters Score -3.952332e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 349133 members 
Entering Unmasked Estep 
Score: -39527848.000000 Penalty: 6433.779297
	Iteration 18Q: 3 clusters Score -3.952785e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 359367 members 
Entering Unmasked Estep 
Score: -39532808.000000 Penalty: 6433.779297
	Iteration 19Q: 3 clusters Score -3.953281e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 369931 members 
Entering Unmasked Estep 
Score: -39537708.000000 Penalty: 6433.779297
	Iteration 20F: 3 clusters Score -3.953771e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 380491 members 
Entering Unmasked Estep 
Score: -39543812.000000 Penalty: 6433.779297
	Iteration 21Q: 3 clusters Score -3.954381e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 390662 members 
Entering Unmasked Estep 
Score: -39550232.000000 Penalty: 6433.779297
	Iteration 22Q: 3 clusters Score -3.955023e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 399990 members 
Entering Unmasked Estep 
Score: -39556836.000000 Penalty: 6433.779297
	Iteration 23Q: 3 clusters Score -3.955684e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 408188 members 
Entering Unmasked Estep 
Score: -39562572.000000 Penalty: 6433.779297
	Iteration 24Q: 3 clusters Score -3.956257e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 415048 members 
Entering Unmasked Estep 
Score: -39567932.000000 Penalty: 6433.779297
	Iteration 25Q: 3 clusters Score -3.956793e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 420663 members 
Entering Unmasked Estep 
Score: -39572188.000000 Penalty: 6433.779297
	Iteration 26Q: 3 clusters Score -3.957219e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 424827 members 
Entering Unmasked Estep 
Score: -39575264.000000 Penalty: 6433.779297
	Iteration 27Q: 3 clusters Score -3.957526e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 427279 members 
Entering Unmasked Estep 
Score: -39577156.000000 Penalty: 6433.779297
	Iteration 28Q: 3 clusters Score -3.957716e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 428495 members 
Entering Unmasked Estep 
Score: -39577968.000000 Penalty: 6433.779297
	Iteration 29Q: 3 clusters Score -3.957797e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 428984 members 
Entering Unmasked Estep 
Score: -39578360.000000 Penalty: 6433.779297
	Iteration 30Q: 3 clusters Score -3.957836e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 429186 members 
Entering Unmasked Estep 
Score: -39578608.000000 Penalty: 6433.779297
	Iteration 31Q: 3 clusters Score -3.957861e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 429267 members 
Entering Unmasked Estep 
Score: -39578732.000000 Penalty: 6433.779297
	Iteration 32Q: 3 clusters Score -3.957873e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 429314 members 
Entering Unmasked Estep 
Score: -39578820.000000 Penalty: 6433.779297
	Iteration 33Q: 3 clusters Score -3.957882e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 429346 members 
Entering Unmasked Estep 
Score: -39578880.000000 Penalty: 6433.779297
	Iteration 34Q: 3 clusters Score -3.957888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 429362 members 
Entering Unmasked Estep 
Score: -39578940.000000 Penalty: 6433.779297
	Iteration 35Q: 3 clusters Score -3.957894e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 429383 members 
Entering Unmasked Estep 
Score: -39578964.000000 Penalty: 6433.779297
	Iteration 36Q: 3 clusters Score -3.957896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 429383 members 
Entering Unmasked Estep 
Score: -39579000.000000 Penalty: 6433.779297
	Iteration 37Q: 3 clusters Score -3.9579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 429379 members 
Entering Unmasked Estep 
Score: -39578992.000000 Penalty: 6433.779297
	Iteration 38Q: 3 clusters Score -3.957899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 429380 members 
Entering Unmasked Estep 
Score: -39579004.000000 Penalty: 6433.779297
	Iteration 39Q: 3 clusters Score -3.9579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 429380 members 
Entering Unmasked Estep 
Score: -39578996.000000 Penalty: 6433.779297
	Iteration 40F: 3 clusters Score -3.9579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 429381 members 
Entering Unmasked Estep 
Score: -39578988.000000 Penalty: 6433.779297
	Iteration 41Q: 3 clusters Score -3.957899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 429379 members 
Entering Unmasked Estep 
Score: -39578996.000000 Penalty: 6433.779297
	Iteration 42Q: 3 clusters Score -3.9579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 429379 members 
Entering Unmasked Estep 
Score: -39578980.000000 Penalty: 6433.779297
	Iteration 43Q: 3 clusters Score -3.957898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 429379 members 
Entering Unmasked Estep 
Score: -39578996.000000 Penalty: 6433.779297
	Iteration 44Q: 3 clusters Score -3.9579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 429380 members 
Entering Unmasked Estep 
Score: -39579012.000000 Penalty: 6433.779297
	Iteration 45Q: 3 clusters Score -3.957901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 429383 members 
Entering Unmasked Estep 
Score: -39579008.000000 Penalty: 6433.779297
	Iteration 46Q: 3 clusters Score -3.957901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 429383 members 
Entering Unmasked Estep 
Score: -39579020.000000 Penalty: 6433.779297
	Iteration 47Q: 3 clusters Score -3.957902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 429383 members 
Entering Unmasked Estep 
Score: -39579008.000000 Penalty: 6433.779297
	Iteration 48Q: 3 clusters Score -3.957901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 429383 members 
Entering Unmasked Estep 
Score: -39579008.000000 Penalty: 6433.779297
	Iteration 49F: 3 clusters Score -3.957901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -2510191.250000 Penalty: 2552.157715
	Iteration 0F: 2 clusters Score -2510191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2490001.500000 Penalty: 5104.315430
	Iteration 0F: 3 clusters Score -2490002 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2497188.750000 Penalty: 5104.315430
	Iteration 1F: 3 clusters Score -2497189 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2497735.000000 Penalty: 5104.315430
	Iteration 2Q: 3 clusters Score -2497735 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2498297.250000 Penalty: 5104.315430
	Iteration 3Q: 3 clusters Score -2498297 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2498920.250000 Penalty: 5104.315430
	Iteration 4Q: 3 clusters Score -2498920 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2499612.750000 Penalty: 5104.315430
	Iteration 5Q: 3 clusters Score -2499613 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2500442.750000 Penalty: 5104.315430
	Iteration 6F: 3 clusters Score -2500443 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2501454.000000 Penalty: 5104.315430
	Iteration 7F: 3 clusters Score -2501454 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2502527.000000 Penalty: 5104.315430
	Iteration 8F: 3 clusters Score -2502527 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2503599.500000 Penalty: 5104.315430
	Iteration 9F: 3 clusters Score -2503600 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2504494.750000 Penalty: 5104.315430
	Iteration 10Q: 3 clusters Score -2504495 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2505174.250000 Penalty: 5104.315430
	Iteration 11Q: 3 clusters Score -2505174 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2505643.000000 Penalty: 5104.315430
	Iteration 12Q: 3 clusters Score -2505643 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2505962.750000 Penalty: 5104.315430
	Iteration 13Q: 3 clusters Score -2505963 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2506212.250000 Penalty: 5104.315430
	Iteration 14Q: 3 clusters Score -2506212 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2506392.500000 Penalty: 5104.315430
	Iteration 15Q: 3 clusters Score -2506392 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2506525.750000 Penalty: 5104.315430
	Iteration 16Q: 3 clusters Score -2506526 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2506611.000000 Penalty: 5104.315430
	Iteration 17Q: 3 clusters Score -2506611 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2506719.500000 Penalty: 5104.315430
	Iteration 18Q: 3 clusters Score -2506720 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2506815.250000 Penalty: 5104.315430
	Iteration 19Q: 3 clusters Score -2506815 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2506894.000000 Penalty: 5104.315430
	Iteration 20F: 3 clusters Score -2506894 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2506968.750000 Penalty: 5104.315430
	Iteration 21Q: 3 clusters Score -2506969 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2507051.500000 Penalty: 5104.315430
	Iteration 22Q: 3 clusters Score -2507052 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2507133.000000 Penalty: 5104.315430
	Iteration 23Q: 3 clusters Score -2507133 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2507223.750000 Penalty: 5104.315430
	Iteration 24Q: 3 clusters Score -2507224 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2507319.750000 Penalty: 5104.315430
	Iteration 25Q: 3 clusters Score -2507320 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2507437.250000 Penalty: 5104.315430
	Iteration 26Q: 3 clusters Score -2507437 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2507550.750000 Penalty: 5104.315430
	Iteration 27Q: 3 clusters Score -2507551 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2507669.000000 Penalty: 5104.315430
	Iteration 28Q: 3 clusters Score -2507669 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2507750.500000 Penalty: 5104.315430
	Iteration 29Q: 3 clusters Score -2507750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2507828.500000 Penalty: 5104.315430
	Iteration 30Q: 3 clusters Score -2507828 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2507891.250000 Penalty: 5104.315430
	Iteration 31Q: 3 clusters Score -2507891 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2507942.500000 Penalty: 5104.315430
	Iteration 32Q: 3 clusters Score -2507942 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2507977.500000 Penalty: 5104.315430
	Iteration 33Q: 3 clusters Score -2507978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2508013.250000 Penalty: 5104.315430
	Iteration 34Q: 3 clusters Score -2508013 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2508041.000000 Penalty: 5104.315430
	Iteration 35Q: 3 clusters Score -2508041 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2508057.000000 Penalty: 5104.315430
	Iteration 36Q: 3 clusters Score -2508057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2508068.000000 Penalty: 5104.315430
	Iteration 37Q: 3 clusters Score -2508068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2508080.250000 Penalty: 5104.315430
	Iteration 38Q: 3 clusters Score -2508080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2508100.000000 Penalty: 5104.315430
	Iteration 39Q: 3 clusters Score -2508100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2508110.000000 Penalty: 5104.315430
	Iteration 40F: 3 clusters Score -2508110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2508114.250000 Penalty: 5104.315430
	Iteration 41Q: 3 clusters Score -2508114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2508121.500000 Penalty: 5104.315430
	Iteration 42Q: 3 clusters Score -2508122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2508127.500000 Penalty: 5104.315430
	Iteration 43Q: 3 clusters Score -2508128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2508133.750000 Penalty: 5104.315430
	Iteration 44Q: 3 clusters Score -2508134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2508135.500000 Penalty: 5104.315430
	Iteration 45Q: 3 clusters Score -2508136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2508139.250000 Penalty: 5104.315430
	Iteration 46Q: 3 clusters Score -2508139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2508139.000000 Penalty: 5104.315430
	Iteration 47Q: 3 clusters Score -2508139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2508146.500000 Penalty: 5104.315430
	Iteration 48Q: 3 clusters Score -2508146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2508150.000000 Penalty: 5104.315430
	Iteration 49Q: 3 clusters Score -2508150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2508151.750000 Penalty: 5104.315430
	Iteration 50Q: 3 clusters Score -2508152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2508151.000000 Penalty: 5104.315430
	Iteration 51Q: 3 clusters Score -2508151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2508155.250000 Penalty: 5104.315430
	Iteration 52Q: 3 clusters Score -2508155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2508159.250000 Penalty: 5104.315430
	Iteration 53Q: 3 clusters Score -2508159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2508158.250000 Penalty: 5104.315430
	Iteration 54Q: 3 clusters Score -2508158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2508158.750000 Penalty: 5104.315430
	Iteration 55Q: 3 clusters Score -2508159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2508157.500000 Penalty: 5104.315430
	Iteration 56Q: 3 clusters Score -2508158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2508157.750000 Penalty: 5104.315430
	Iteration 57Q: 3 clusters Score -2508158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2508157.750000 Penalty: 5104.315430
	Iteration 58F: 3 clusters Score -2508158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -1045543.000000 Penalty: 2334.716309
	Iteration 0F: 2 clusters Score -1045543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1036486.125000 Penalty: 4669.432617
	Iteration 0F: 3 clusters Score -1036486 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1039421.625000 Penalty: 4669.432617
	Iteration 1F: 3 clusters Score -1039422 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1039896.875000 Penalty: 4669.432617
	Iteration 2F: 3 clusters Score -1039897 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1040378.062500 Penalty: 4669.432617
	Iteration 3F: 3 clusters Score -1040378 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1040869.875000 Penalty: 4669.432617
	Iteration 4F: 3 clusters Score -1040870 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1041448.000000 Penalty: 4669.432617
	Iteration 5F: 3 clusters Score -1041448 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1042087.125000 Penalty: 4669.432617
	Iteration 6F: 3 clusters Score -1042087 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1042616.562500 Penalty: 4669.432617
	Iteration 7F: 3 clusters Score -1042617 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1043069.687500 Penalty: 4669.432617
	Iteration 8F: 3 clusters Score -1043070 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1043394.875000 Penalty: 4669.432617
	Iteration 9Q: 3 clusters Score -1043395 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1043610.562500 Penalty: 4669.432617
	Iteration 10Q: 3 clusters Score -1043611 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1043749.437500 Penalty: 4669.432617
	Iteration 11Q: 3 clusters Score -1043749 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1043842.437500 Penalty: 4669.432617
	Iteration 12Q: 3 clusters Score -1043842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1043905.687500 Penalty: 4669.432617
	Iteration 13Q: 3 clusters Score -1043906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1043954.000000 Penalty: 4669.432617
	Iteration 14Q: 3 clusters Score -1043954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1043982.375000 Penalty: 4669.432617
	Iteration 15Q: 3 clusters Score -1043982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1044001.687500 Penalty: 4669.432617
	Iteration 16Q: 3 clusters Score -1044002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1044021.062500 Penalty: 4669.432617
	Iteration 17Q: 3 clusters Score -1044021 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1044027.937500 Penalty: 4669.432617
	Iteration 18Q: 3 clusters Score -1044028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1044041.375000 Penalty: 4669.432617
	Iteration 19Q: 3 clusters Score -1044041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1044049.562500 Penalty: 4669.432617
	Iteration 20F: 3 clusters Score -1044050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1044059.812500 Penalty: 4669.432617
	Iteration 21Q: 3 clusters Score -1044060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1044061.312500 Penalty: 4669.432617
	Iteration 22Q: 3 clusters Score -1044061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1044066.437500 Penalty: 4669.432617
	Iteration 23Q: 3 clusters Score -1044066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1044071.437500 Penalty: 4669.432617
	Iteration 24Q: 3 clusters Score -1044071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1044070.312500 Penalty: 4669.432617
	Iteration 25Q: 3 clusters Score -1044070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1044070.125000 Penalty: 4669.432617
	Iteration 26Q: 3 clusters Score -1044070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1044076.437500 Penalty: 4669.432617
	Iteration 27Q: 3 clusters Score -1044076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1044077.375000 Penalty: 4669.432617
	Iteration 28Q: 3 clusters Score -1044077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1044074.750000 Penalty: 4669.432617
	Iteration 29Q: 3 clusters Score -1044075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1044079.500000 Penalty: 4669.432617
	Iteration 30Q: 3 clusters Score -1044080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1044081.125000 Penalty: 4669.432617
	Iteration 31Q: 3 clusters Score -1044081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1044081.250000 Penalty: 4669.432617
	Iteration 32Q: 3 clusters Score -1044081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1044084.875000 Penalty: 4669.432617
	Iteration 33Q: 3 clusters Score -1044085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1044084.062500 Penalty: 4669.432617
	Iteration 34Q: 3 clusters Score -1044084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1044084.062500 Penalty: 4669.432617
	Iteration 35Q: 3 clusters Score -1044084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1044083.625000 Penalty: 4669.432617
	Iteration 36Q: 3 clusters Score -1044084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1044084.750000 Penalty: 4669.432617
	Iteration 37Q: 3 clusters Score -1044085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1044084.750000 Penalty: 4669.432617
	Iteration 38F: 3 clusters Score -1044085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (252403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252403 members 
Entering Unmasked Estep 
Score: -22888262.000000 Penalty: 3084.818115
	Iteration 0F: 2 clusters Score -2.288826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125970 members 
Mstep: Class 2 contains 126433 members 
Entering Unmasked Estep 
Score: -22718808.000000 Penalty: 6169.636230
	Iteration 0F: 3 clusters Score -2.271881e+07 nChanged 121447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119951 members 
Mstep: Class 2 contains 132452 members 
Entering Unmasked Estep 
Score: -22789880.000000 Penalty: 6169.636230
	Iteration 1F: 3 clusters Score -2.278988e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115943 members 
Mstep: Class 2 contains 136460 members 
Entering Unmasked Estep 
Score: -22791414.000000 Penalty: 6169.636230
	Iteration 2Q: 3 clusters Score -2.279141e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 142795 members 
Entering Unmasked Estep 
Score: -22793992.000000 Penalty: 6169.636230
	Iteration 3Q: 3 clusters Score -2.279399e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -22798676.000000 Penalty: 6169.636230
	Iteration 4Q: 3 clusters Score -2.279868e+07 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 166910 members 
Entering Unmasked Estep 
Score: -22807356.000000 Penalty: 6169.636230
	Iteration 5F: 3 clusters Score -2.280736e+07 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 186325 members 
Entering Unmasked Estep 
Score: -22822168.000000 Penalty: 6169.636230
	Iteration 6F: 3 clusters Score -2.282217e+07 nChanged 23060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 209149 members 
Entering Unmasked Estep 
Score: -22843492.000000 Penalty: 6169.636230
	Iteration 7F: 3 clusters Score -2.284349e+07 nChanged 20741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 229796 members 
Entering Unmasked Estep 
Score: -22864290.000000 Penalty: 6169.636230
	Iteration 8F: 3 clusters Score -2.286429e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 242790 members 
Entering Unmasked Estep 
Score: -22877570.000000 Penalty: 6169.636230
	Iteration 9F: 3 clusters Score -2.287757e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 248531 members 
Entering Unmasked Estep 
Score: -22882938.000000 Penalty: 6169.636230
	Iteration 10Q: 3 clusters Score -2.288294e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 250600 members 
Entering Unmasked Estep 
Score: -22884526.000000 Penalty: 6169.636230
	Iteration 11Q: 3 clusters Score -2.288453e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 251333 members 
Entering Unmasked Estep 
Score: -22885054.000000 Penalty: 6169.636230
	Iteration 12Q: 3 clusters Score -2.288505e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 251623 members 
Entering Unmasked Estep 
Score: -22885372.000000 Penalty: 6169.636230
	Iteration 13Q: 3 clusters Score -2.288537e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 251747 members 
Entering Unmasked Estep 
Score: -22885466.000000 Penalty: 6169.636230
	Iteration 14Q: 3 clusters Score -2.288547e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 251795 members 
Entering Unmasked Estep 
Score: -22885508.000000 Penalty: 6169.636230
	Iteration 15Q: 3 clusters Score -2.288551e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 251826 members 
Entering Unmasked Estep 
Score: -22885544.000000 Penalty: 6169.636230
	Iteration 16Q: 3 clusters Score -2.288554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 251851 members 
Entering Unmasked Estep 
Score: -22885586.000000 Penalty: 6169.636230
	Iteration 17Q: 3 clusters Score -2.288559e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 251871 members 
Entering Unmasked Estep 
Score: -22885590.000000 Penalty: 6169.636230
	Iteration 18Q: 3 clusters Score -2.288559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 251882 members 
Entering Unmasked Estep 
Score: -22885602.000000 Penalty: 6169.636230
	Iteration 19Q: 3 clusters Score -2.28856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 251888 members 
Entering Unmasked Estep 
Score: -22885606.000000 Penalty: 6169.636230
	Iteration 20F: 3 clusters Score -2.288561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 251896 members 
Entering Unmasked Estep 
Score: -22885620.000000 Penalty: 6169.636230
	Iteration 21Q: 3 clusters Score -2.288562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 251895 members 
Entering Unmasked Estep 
Score: -22885630.000000 Penalty: 6169.636230
	Iteration 22Q: 3 clusters Score -2.288563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 251896 members 
Entering Unmasked Estep 
Score: -22885624.000000 Penalty: 6169.636230
	Iteration 23Q: 3 clusters Score -2.288562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 251893 members 
Entering Unmasked Estep 
Score: -22885626.000000 Penalty: 6169.636230
	Iteration 24Q: 3 clusters Score -2.288563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 251894 members 
Entering Unmasked Estep 
Score: -22885630.000000 Penalty: 6169.636230
	Iteration 25Q: 3 clusters Score -2.288563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 251894 members 
Entering Unmasked Estep 
Score: -22885624.000000 Penalty: 6169.636230
	Iteration 26Q: 3 clusters Score -2.288562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 251894 members 
Entering Unmasked Estep 
Score: -22885640.000000 Penalty: 6169.636230
	Iteration 27Q: 3 clusters Score -2.288564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 251894 members 
Entering Unmasked Estep 
Score: -22885640.000000 Penalty: 6169.636230
	Iteration 28F: 3 clusters Score -2.288564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -582385.875000 Penalty: 2174.104492
	Iteration 0F: 2 clusters Score -582385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -576972.500000 Penalty: 4348.208984
	Iteration 0F: 3 clusters Score -576972.5 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -578340.250000 Penalty: 4348.208984
	Iteration 1F: 3 clusters Score -578340.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -578581.812500 Penalty: 4348.208984
	Iteration 2F: 3 clusters Score -578581.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -578729.062500 Penalty: 4348.208984
	Iteration 3Q: 3 clusters Score -578729.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -578847.062500 Penalty: 4348.208984
	Iteration 4Q: 3 clusters Score -578847.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -578965.437500 Penalty: 4348.208984
	Iteration 5Q: 3 clusters Score -578965.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -579075.437500 Penalty: 4348.208984
	Iteration 6Q: 3 clusters Score -579075.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -579202.437500 Penalty: 4348.208984
	Iteration 7Q: 3 clusters Score -579202.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -579327.875000 Penalty: 4348.208984
	Iteration 8Q: 3 clusters Score -579327.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -579440.250000 Penalty: 4348.208984
	Iteration 9Q: 3 clusters Score -579440.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -579549.687500 Penalty: 4348.208984
	Iteration 10Q: 3 clusters Score -579549.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -579640.062500 Penalty: 4348.208984
	Iteration 11Q: 3 clusters Score -579640.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -579724.250000 Penalty: 4348.208984
	Iteration 12Q: 3 clusters Score -579724.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -579810.625000 Penalty: 4348.208984
	Iteration 13Q: 3 clusters Score -579810.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -579897.625000 Penalty: 4348.208984
	Iteration 14Q: 3 clusters Score -579897.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -579966.437500 Penalty: 4348.208984
	Iteration 15Q: 3 clusters Score -579966.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -580030.812500 Penalty: 4348.208984
	Iteration 16Q: 3 clusters Score -580030.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -580093.500000 Penalty: 4348.208984
	Iteration 17Q: 3 clusters Score -580093.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -580148.312500 Penalty: 4348.208984
	Iteration 18Q: 3 clusters Score -580148.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -580197.437500 Penalty: 4348.208984
	Iteration 19Q: 3 clusters Score -580197.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -580235.250000 Penalty: 4348.208984
	Iteration 20F: 3 clusters Score -580235.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -580271.812500 Penalty: 4348.208984
	Iteration 21Q: 3 clusters Score -580271.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -580301.000000 Penalty: 4348.208984
	Iteration 22Q: 3 clusters Score -580301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -580321.500000 Penalty: 4348.208984
	Iteration 23Q: 3 clusters Score -580321.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -580345.562500 Penalty: 4348.208984
	Iteration 24Q: 3 clusters Score -580345.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -580365.375000 Penalty: 4348.208984
	Iteration 25Q: 3 clusters Score -580365.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -580382.500000 Penalty: 4348.208984
	Iteration 26Q: 3 clusters Score -580382.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -580402.187500 Penalty: 4348.208984
	Iteration 27Q: 3 clusters Score -580402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -580425.312500 Penalty: 4348.208984
	Iteration 28Q: 3 clusters Score -580425.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -580440.562500 Penalty: 4348.208984
	Iteration 29Q: 3 clusters Score -580440.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -580447.250000 Penalty: 4348.208984
	Iteration 30Q: 3 clusters Score -580447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -580457.750000 Penalty: 4348.208984
	Iteration 31Q: 3 clusters Score -580457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -580466.062500 Penalty: 4348.208984
	Iteration 32Q: 3 clusters Score -580466.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -580474.187500 Penalty: 4348.208984
	Iteration 33Q: 3 clusters Score -580474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -580481.562500 Penalty: 4348.208984
	Iteration 34Q: 3 clusters Score -580481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -580484.875000 Penalty: 4348.208984
	Iteration 35Q: 3 clusters Score -580484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -580484.875000 Penalty: 4348.208984
	Iteration 36F: 3 clusters Score -580484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -314624.000000 Penalty: 2071.783936
	Iteration 0F: 2 clusters Score -314624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -310873.625000 Penalty: 4143.567871
	Iteration 0F: 3 clusters Score -310873.6 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -314642.031250 Penalty: 4143.567871
	Iteration 1F: 3 clusters Score -314642 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -316605.156250 Penalty: 4143.567871
	Iteration 2F: 3 clusters Score -316605.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -317632.593750 Penalty: 4143.567871
	Iteration 3F: 3 clusters Score -317632.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -318233.468750 Penalty: 4143.567871
	Iteration 4F: 3 clusters Score -318233.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -318864.562500 Penalty: 4143.567871
	Iteration 5Q: 3 clusters Score -318864.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -319389.312500 Penalty: 4143.567871
	Iteration 6Q: 3 clusters Score -319389.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -319743.093750 Penalty: 4143.567871
	Iteration 7Q: 3 clusters Score -319743.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -320166.812500 Penalty: 4143.567871
	Iteration 8Q: 3 clusters Score -320166.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -320904.593750 Penalty: 4143.567871
	Iteration 9Q: 3 clusters Score -320904.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -322698.687500 Penalty: 4143.567871
	Iteration 10Q: 3 clusters Score -322698.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -323506.500000 Penalty: 4143.567871
	Iteration 11Q: 3 clusters Score -323506.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -323779.656250 Penalty: 4143.567871
	Iteration 12Q: 3 clusters Score -323779.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -324007.281250 Penalty: 4143.567871
	Iteration 13Q: 3 clusters Score -324007.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -324195.250000 Penalty: 4143.567871
	Iteration 14Q: 3 clusters Score -324195.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -324305.218750 Penalty: 4143.567871
	Iteration 15Q: 3 clusters Score -324305.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -324352.031250 Penalty: 4143.567871
	Iteration 16Q: 3 clusters Score -324352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -324385.968750 Penalty: 4143.567871
	Iteration 17Q: 3 clusters Score -324386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -324408.218750 Penalty: 4143.567871
	Iteration 18Q: 3 clusters Score -324408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -324411.906250 Penalty: 4143.567871
	Iteration 19Q: 3 clusters Score -324411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -324601.875000 Penalty: 4143.567871
	Iteration 20F: 3 clusters Score -324601.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -325002.437500 Penalty: 4143.567871
	Iteration 21Q: 3 clusters Score -325002.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -325533.781250 Penalty: 4143.567871
	Iteration 22Q: 3 clusters Score -325533.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -326045.562500 Penalty: 4143.567871
	Iteration 23Q: 3 clusters Score -326045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -326135.406250 Penalty: 4143.567871
	Iteration 24Q: 3 clusters Score -326135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -326158.656250 Penalty: 4143.567871
	Iteration 25Q: 3 clusters Score -326158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -326181.093750 Penalty: 4143.567871
	Iteration 26Q: 3 clusters Score -326181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -326209.906250 Penalty: 4143.567871
	Iteration 27Q: 3 clusters Score -326209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -326229.125000 Penalty: 4143.567871
	Iteration 28Q: 3 clusters Score -326229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -326249.687500 Penalty: 4143.567871
	Iteration 29Q: 3 clusters Score -326249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -326254.000000 Penalty: 4143.567871
	Iteration 30Q: 3 clusters Score -326254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -326254.000000 Penalty: 4143.567871
	Iteration 31F: 3 clusters Score -326254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 454 members 
Mstep: Class 3 contains 429909 members 
Mstep: Class 4 contains 29465 members 
Mstep: Class 5 contains 12261 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 252403 members 
Mstep: Class 8 contains 6416 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 704 members 
Mstep: Class 11 contains 19304 members 
Mstep: Class 12 contains 3853 members 
Mstep: Class 14 contains 44868 members 
Mstep: Class 16 contains 39662 members 
Mstep: Class 17 contains 163460 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 19918 members 
Entering Unmasked Estep 
Score: -93575688.000000 Penalty: 58459.609375
Splitting cluster 10 changes total score from -93555640.000000 to -93575688.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 11 (19304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Entering Unmasked Estep 
Score: -1830017.000000 Penalty: 2447.280762
	Iteration 0F: 2 clusters Score -1830017 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 9664 members 
Entering Unmasked Estep 
Score: -1816339.250000 Penalty: 4894.561523
	Iteration 0F: 3 clusters Score -1816339 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1820925.750000 Penalty: 4894.561523
	Iteration 1F: 3 clusters Score -1820926 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1821322.250000 Penalty: 4894.561523
	Iteration 2F: 3 clusters Score -1821322 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1821695.375000 Penalty: 4894.561523
	Iteration 3Q: 3 clusters Score -1821695 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1822072.000000 Penalty: 4894.561523
	Iteration 4Q: 3 clusters Score -1822072 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1822506.000000 Penalty: 4894.561523
	Iteration 5Q: 3 clusters Score -1822506 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1823063.875000 Penalty: 4894.561523
	Iteration 6F: 3 clusters Score -1823064 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1823793.625000 Penalty: 4894.561523
	Iteration 7F: 3 clusters Score -1823794 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1824772.750000 Penalty: 4894.561523
	Iteration 8F: 3 clusters Score -1824773 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1825891.500000 Penalty: 4894.561523
	Iteration 9F: 3 clusters Score -1825892 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1826833.625000 Penalty: 4894.561523
	Iteration 10F: 3 clusters Score -1826834 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1827338.250000 Penalty: 4894.561523
	Iteration 11Q: 3 clusters Score -1827338 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1827555.625000 Penalty: 4894.561523
	Iteration 12Q: 3 clusters Score -1827556 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1827654.125000 Penalty: 4894.561523
	Iteration 13Q: 3 clusters Score -1827654 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1827729.250000 Penalty: 4894.561523
	Iteration 14Q: 3 clusters Score -1827729 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1827774.875000 Penalty: 4894.561523
	Iteration 15Q: 3 clusters Score -1827775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1827802.500000 Penalty: 4894.561523
	Iteration 16Q: 3 clusters Score -1827802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1827826.500000 Penalty: 4894.561523
	Iteration 17Q: 3 clusters Score -1827826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1827862.500000 Penalty: 4894.561523
	Iteration 18Q: 3 clusters Score -1827862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1827880.750000 Penalty: 4894.561523
	Iteration 19Q: 3 clusters Score -1827881 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1827893.000000 Penalty: 4894.561523
	Iteration 20F: 3 clusters Score -1827893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1827912.750000 Penalty: 4894.561523
	Iteration 21Q: 3 clusters Score -1827913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1827922.375000 Penalty: 4894.561523
	Iteration 22Q: 3 clusters Score -1827922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1827936.375000 Penalty: 4894.561523
	Iteration 23Q: 3 clusters Score -1827936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1827956.875000 Penalty: 4894.561523
	Iteration 24Q: 3 clusters Score -1827957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1827962.375000 Penalty: 4894.561523
	Iteration 25Q: 3 clusters Score -1827962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1827974.875000 Penalty: 4894.561523
	Iteration 26Q: 3 clusters Score -1827975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1827984.250000 Penalty: 4894.561523
	Iteration 27Q: 3 clusters Score -1827984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1828000.875000 Penalty: 4894.561523
	Iteration 28Q: 3 clusters Score -1828001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1828008.750000 Penalty: 4894.561523
	Iteration 29Q: 3 clusters Score -1828009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1828017.000000 Penalty: 4894.561523
	Iteration 30Q: 3 clusters Score -1828017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1828022.000000 Penalty: 4894.561523
	Iteration 31Q: 3 clusters Score -1828022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1828023.750000 Penalty: 4894.561523
	Iteration 32Q: 3 clusters Score -1828024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1828035.625000 Penalty: 4894.561523
	Iteration 33Q: 3 clusters Score -1828036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1828036.625000 Penalty: 4894.561523
	Iteration 34Q: 3 clusters Score -1828037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1828037.625000 Penalty: 4894.561523
	Iteration 35Q: 3 clusters Score -1828038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1828039.500000 Penalty: 4894.561523
	Iteration 36Q: 3 clusters Score -1828040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1828048.875000 Penalty: 4894.561523
	Iteration 37Q: 3 clusters Score -1828049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1828051.875000 Penalty: 4894.561523
	Iteration 38Q: 3 clusters Score -1828052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1828054.500000 Penalty: 4894.561523
	Iteration 39Q: 3 clusters Score -1828054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1828054.625000 Penalty: 4894.561523
	Iteration 40F: 3 clusters Score -1828055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1828057.000000 Penalty: 4894.561523
	Iteration 41Q: 3 clusters Score -1828057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1828056.500000 Penalty: 4894.561523
	Iteration 42Q: 3 clusters Score -1828056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1828056.375000 Penalty: 4894.561523
	Iteration 43Q: 3 clusters Score -1828056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1828058.250000 Penalty: 4894.561523
	Iteration 44Q: 3 clusters Score -1828058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1828062.875000 Penalty: 4894.561523
	Iteration 45Q: 3 clusters Score -1828063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1828062.250000 Penalty: 4894.561523
	Iteration 46Q: 3 clusters Score -1828062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1828067.625000 Penalty: 4894.561523
	Iteration 47Q: 3 clusters Score -1828068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1828068.250000 Penalty: 4894.561523
	Iteration 48Q: 3 clusters Score -1828068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1828067.750000 Penalty: 4894.561523
	Iteration 49Q: 3 clusters Score -1828068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1828065.750000 Penalty: 4894.561523
	Iteration 50Q: 3 clusters Score -1828066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1828068.500000 Penalty: 4894.561523
	Iteration 51Q: 3 clusters Score -1828068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1828065.500000 Penalty: 4894.561523
	Iteration 52Q: 3 clusters Score -1828066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1828066.750000 Penalty: 4894.561523
	Iteration 53Q: 3 clusters Score -1828067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1828067.875000 Penalty: 4894.561523
	Iteration 54Q: 3 clusters Score -1828068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1828074.125000 Penalty: 4894.561523
	Iteration 55Q: 3 clusters Score -1828074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1828076.500000 Penalty: 4894.561523
	Iteration 56Q: 3 clusters Score -1828076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1828084.250000 Penalty: 4894.561523
	Iteration 57Q: 3 clusters Score -1828084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1828083.000000 Penalty: 4894.561523
	Iteration 58Q: 3 clusters Score -1828083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1828083.500000 Penalty: 4894.561523
	Iteration 59Q: 3 clusters Score -1828084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1828082.625000 Penalty: 4894.561523
	Iteration 60F: 3 clusters Score -1828083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1828080.375000 Penalty: 4894.561523
	Iteration 61Q: 3 clusters Score -1828080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1828080.125000 Penalty: 4894.561523
	Iteration 62Q: 3 clusters Score -1828080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1828082.250000 Penalty: 4894.561523
	Iteration 63Q: 3 clusters Score -1828082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1828080.375000 Penalty: 4894.561523
	Iteration 64Q: 3 clusters Score -1828080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1828081.500000 Penalty: 4894.561523
	Iteration 65Q: 3 clusters Score -1828082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1828080.500000 Penalty: 4894.561523
	Iteration 66Q: 3 clusters Score -1828080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1828084.875000 Penalty: 4894.561523
	Iteration 67Q: 3 clusters Score -1828085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1828086.625000 Penalty: 4894.561523
	Iteration 68Q: 3 clusters Score -1828087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1828089.000000 Penalty: 4894.561523
	Iteration 69Q: 3 clusters Score -1828089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1828091.250000 Penalty: 4894.561523
	Iteration 70Q: 3 clusters Score -1828091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1828089.375000 Penalty: 4894.561523
	Iteration 71Q: 3 clusters Score -1828089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1828088.625000 Penalty: 4894.561523
	Iteration 72Q: 3 clusters Score -1828089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1828091.125000 Penalty: 4894.561523
	Iteration 73Q: 3 clusters Score -1828091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1828089.125000 Penalty: 4894.561523
	Iteration 74Q: 3 clusters Score -1828089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1828088.500000 Penalty: 4894.561523
	Iteration 75Q: 3 clusters Score -1828088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1828091.250000 Penalty: 4894.561523
	Iteration 76Q: 3 clusters Score -1828091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1828091.750000 Penalty: 4894.561523
	Iteration 77Q: 3 clusters Score -1828092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1828091.375000 Penalty: 4894.561523
	Iteration 78Q: 3 clusters Score -1828091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1828088.750000 Penalty: 4894.561523
	Iteration 79Q: 3 clusters Score -1828089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1828091.250000 Penalty: 4894.561523
	Iteration 80F: 3 clusters Score -1828091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1828094.500000 Penalty: 4894.561523
	Iteration 81Q: 3 clusters Score -1828094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1828094.625000 Penalty: 4894.561523
	Iteration 82Q: 3 clusters Score -1828095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1828092.625000 Penalty: 4894.561523
	Iteration 83Q: 3 clusters Score -1828093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1828098.250000 Penalty: 4894.561523
	Iteration 84Q: 3 clusters Score -1828098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1828099.500000 Penalty: 4894.561523
	Iteration 85Q: 3 clusters Score -1828100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1828099.500000 Penalty: 4894.561523
	Iteration 86F: 3 clusters Score -1828100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -328035.406250 Penalty: 2047.638550
	Iteration 0F: 2 clusters Score -328035.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -324252.093750 Penalty: 4095.277100
	Iteration 0F: 3 clusters Score -324252.1 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -325153.562500 Penalty: 4095.277100
	Iteration 1F: 3 clusters Score -325153.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -325389.187500 Penalty: 4095.277100
	Iteration 2F: 3 clusters Score -325389.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -325578.656250 Penalty: 4095.277100
	Iteration 3F: 3 clusters Score -325578.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -325745.187500 Penalty: 4095.277100
	Iteration 4Q: 3 clusters Score -325745.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -325914.156250 Penalty: 4095.277100
	Iteration 5Q: 3 clusters Score -325914.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -326072.125000 Penalty: 4095.277100
	Iteration 6Q: 3 clusters Score -326072.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -326232.875000 Penalty: 4095.277100
	Iteration 7Q: 3 clusters Score -326232.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -326375.875000 Penalty: 4095.277100
	Iteration 8Q: 3 clusters Score -326375.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -326488.218750 Penalty: 4095.277100
	Iteration 9Q: 3 clusters Score -326488.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -326566.218750 Penalty: 4095.277100
	Iteration 10Q: 3 clusters Score -326566.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -326621.656250 Penalty: 4095.277100
	Iteration 11Q: 3 clusters Score -326621.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -326660.625000 Penalty: 4095.277100
	Iteration 12Q: 3 clusters Score -326660.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -326689.593750 Penalty: 4095.277100
	Iteration 13Q: 3 clusters Score -326689.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -326716.343750 Penalty: 4095.277100
	Iteration 14Q: 3 clusters Score -326716.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -326738.000000 Penalty: 4095.277100
	Iteration 15Q: 3 clusters Score -326738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -326753.406250 Penalty: 4095.277100
	Iteration 16Q: 3 clusters Score -326753.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -326759.906250 Penalty: 4095.277100
	Iteration 17Q: 3 clusters Score -326759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -326764.937500 Penalty: 4095.277100
	Iteration 18Q: 3 clusters Score -326764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -326769.437500 Penalty: 4095.277100
	Iteration 19Q: 3 clusters Score -326769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -326775.312500 Penalty: 4095.277100
	Iteration 20F: 3 clusters Score -326775.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -326782.750000 Penalty: 4095.277100
	Iteration 21Q: 3 clusters Score -326782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -326786.781250 Penalty: 4095.277100
	Iteration 22Q: 3 clusters Score -326786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -326789.031250 Penalty: 4095.277100
	Iteration 23Q: 3 clusters Score -326789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -326790.312500 Penalty: 4095.277100
	Iteration 24Q: 3 clusters Score -326790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -326792.187500 Penalty: 4095.277100
	Iteration 25Q: 3 clusters Score -326792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -326793.031250 Penalty: 4095.277100
	Iteration 26Q: 3 clusters Score -326793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -326793.875000 Penalty: 4095.277100
	Iteration 27Q: 3 clusters Score -326793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -326795.812500 Penalty: 4095.277100
	Iteration 28Q: 3 clusters Score -326795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -326796.750000 Penalty: 4095.277100
	Iteration 29Q: 3 clusters Score -326796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -326797.593750 Penalty: 4095.277100
	Iteration 30Q: 3 clusters Score -326797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -326797.593750 Penalty: 4095.277100
	Iteration 31F: 3 clusters Score -326797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Entering Unmasked Estep 
Score: -4073993.250000 Penalty: 2656.447021
	Iteration 0F: 2 clusters Score -4073993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4043591.500000 Penalty: 5312.894043
	Iteration 0F: 3 clusters Score -4043592 nChanged 20583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4055466.500000 Penalty: 5312.894043
	Iteration 1F: 3 clusters Score -4055466 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4056600.750000 Penalty: 5312.894043
	Iteration 2F: 3 clusters Score -4056601 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4058020.000000 Penalty: 5312.894043
	Iteration 3F: 3 clusters Score -4058020 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -4059624.750000 Penalty: 5312.894043
	Iteration 4F: 3 clusters Score -4059625 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4061333.250000 Penalty: 5312.894043
	Iteration 5F: 3 clusters Score -4061333 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4063309.250000 Penalty: 5312.894043
	Iteration 6F: 3 clusters Score -4063309 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4065319.500000 Penalty: 5312.894043
	Iteration 7F: 3 clusters Score -4065320 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4066901.000000 Penalty: 5312.894043
	Iteration 8F: 3 clusters Score -4066901 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4068008.250000 Penalty: 5312.894043
	Iteration 9Q: 3 clusters Score -4068008 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4068707.250000 Penalty: 5312.894043
	Iteration 10Q: 3 clusters Score -4068707 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4069091.000000 Penalty: 5312.894043
	Iteration 11Q: 3 clusters Score -4069091 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4069375.250000 Penalty: 5312.894043
	Iteration 12Q: 3 clusters Score -4069375 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4069555.250000 Penalty: 5312.894043
	Iteration 13Q: 3 clusters Score -4069555 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4069709.000000 Penalty: 5312.894043
	Iteration 14Q: 3 clusters Score -4069709 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -4069833.750000 Penalty: 5312.894043
	Iteration 15Q: 3 clusters Score -4069834 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4069972.500000 Penalty: 5312.894043
	Iteration 16Q: 3 clusters Score -4069972 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -4070072.250000 Penalty: 5312.894043
	Iteration 17Q: 3 clusters Score -4070072 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4070180.500000 Penalty: 5312.894043
	Iteration 18Q: 3 clusters Score -4070180 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -4070261.250000 Penalty: 5312.894043
	Iteration 19Q: 3 clusters Score -4070261 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -4070338.250000 Penalty: 5312.894043
	Iteration 20F: 3 clusters Score -4070338 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4070420.750000 Penalty: 5312.894043
	Iteration 21Q: 3 clusters Score -4070421 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4070481.500000 Penalty: 5312.894043
	Iteration 22Q: 3 clusters Score -4070482 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4070569.000000 Penalty: 5312.894043
	Iteration 23Q: 3 clusters Score -4070569 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4070617.000000 Penalty: 5312.894043
	Iteration 24Q: 3 clusters Score -4070617 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4070664.750000 Penalty: 5312.894043
	Iteration 25Q: 3 clusters Score -4070665 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -4070712.250000 Penalty: 5312.894043
	Iteration 26Q: 3 clusters Score -4070712 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4070738.750000 Penalty: 5312.894043
	Iteration 27Q: 3 clusters Score -4070739 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4070771.000000 Penalty: 5312.894043
	Iteration 28Q: 3 clusters Score -4070771 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4070802.000000 Penalty: 5312.894043
	Iteration 29Q: 3 clusters Score -4070802 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4070803.500000 Penalty: 5312.894043
	Iteration 30Q: 3 clusters Score -4070804 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4070822.000000 Penalty: 5312.894043
	Iteration 31Q: 3 clusters Score -4070822 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4070839.500000 Penalty: 5312.894043
	Iteration 32Q: 3 clusters Score -4070840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4070848.500000 Penalty: 5312.894043
	Iteration 33Q: 3 clusters Score -4070848 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4070874.000000 Penalty: 5312.894043
	Iteration 34Q: 3 clusters Score -4070874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4070884.750000 Penalty: 5312.894043
	Iteration 35Q: 3 clusters Score -4070885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4070904.500000 Penalty: 5312.894043
	Iteration 36Q: 3 clusters Score -4070904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4070902 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4070917 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4070942 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4070973 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4071001 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4071018.000000 Penalty: 5312.894043
	Iteration 42Q: 3 clusters Score -4071018 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4071042 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4071063.750000 Penalty: 5312.894043
	Iteration 44Q: 3 clusters Score -4071064 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4071074.250000 Penalty: 5312.894043
	Iteration 45Q: 3 clusters Score -4071074 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4071092.500000 Penalty: 5312.894043
	Iteration 46Q: 3 clusters Score -4071092 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4071128.750000 Penalty: 5312.894043
	Iteration 47Q: 3 clusters Score -4071129 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4071150.750000 Penalty: 5312.894043
	Iteration 48Q: 3 clusters Score -4071151 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4071172.000000 Penalty: 5312.894043
	Iteration 49Q: 3 clusters Score -4071172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4071181.500000 Penalty: 5312.894043
	Iteration 50Q: 3 clusters Score -4071182 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4071210.750000 Penalty: 5312.894043
	Iteration 51Q: 3 clusters Score -4071211 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4071234.250000 Penalty: 5312.894043
	Iteration 52Q: 3 clusters Score -4071234 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4071264.750000 Penalty: 5312.894043
	Iteration 53Q: 3 clusters Score -4071265 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4071303.000000 Penalty: 5312.894043
	Iteration 54Q: 3 clusters Score -4071303 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4071308.500000 Penalty: 5312.894043
	Iteration 55Q: 3 clusters Score -4071308 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4071338 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4071399 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4071445.250000 Penalty: 5312.894043
	Iteration 58Q: 3 clusters Score -4071445 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4071524.000000 Penalty: 5312.894043
	Iteration 59Q: 3 clusters Score -4071524 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -4071602.000000 Penalty: 5312.894043
	Iteration 60F: 3 clusters Score -4071602 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4071668.750000 Penalty: 5312.894043
	Iteration 61Q: 3 clusters Score -4071669 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4071761.250000 Penalty: 5312.894043
	Iteration 62Q: 3 clusters Score -4071761 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4071920.000000 Penalty: 5312.894043
	Iteration 63Q: 3 clusters Score -4071920 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4072100 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4072304.500000 Penalty: 5312.894043
	Iteration 65Q: 3 clusters Score -4072304 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4072527.000000 Penalty: 5312.894043
	Iteration 66Q: 3 clusters Score -4072527 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4072724 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4072917.750000 Penalty: 5312.894043
	Iteration 68Q: 3 clusters Score -4072918 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4073075.250000 Penalty: 5312.894043
	Iteration 69Q: 3 clusters Score -4073075 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4073209.500000 Penalty: 5312.894043
	Iteration 70Q: 3 clusters Score -4073210 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4073301.500000 Penalty: 5312.894043
	Iteration 71Q: 3 clusters Score -4073302 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -4073379.750000 Penalty: 5312.894043
	Iteration 72Q: 3 clusters Score -4073380 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4073434.750000 Penalty: 5312.894043
	Iteration 73Q: 3 clusters Score -4073435 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4073474.500000 Penalty: 5312.894043
	Iteration 74Q: 3 clusters Score -4073474 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4073524.000000 Penalty: 5312.894043
	Iteration 75Q: 3 clusters Score -4073524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4073540.250000 Penalty: 5312.894043
	Iteration 76Q: 3 clusters Score -4073540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4073557.750000 Penalty: 5312.894043
	Iteration 77Q: 3 clusters Score -4073558 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -4073553.500000 Penalty: 5312.894043
	Iteration 78Q: 3 clusters Score -4073554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -4073571.750000 Penalty: 5312.894043
	Iteration 79Q: 3 clusters Score -4073572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -4073587.750000 Penalty: 5312.894043
	Iteration 80F: 3 clusters Score -4073588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4073594.250000 Penalty: 5312.894043
	Iteration 81Q: 3 clusters Score -4073594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4073593.250000 Penalty: 5312.894043
	Iteration 82Q: 3 clusters Score -4073593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -4073608.250000 Penalty: 5312.894043
	Iteration 83Q: 3 clusters Score -4073608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4073604.750000 Penalty: 5312.894043
	Iteration 84Q: 3 clusters Score -4073605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4073601.750000 Penalty: 5312.894043
	Iteration 85Q: 3 clusters Score -4073602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4073604.500000 Penalty: 5312.894043
	Iteration 86Q: 3 clusters Score -4073604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -4073603.500000 Penalty: 5312.894043
	Iteration 87Q: 3 clusters Score -4073604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -4073608.250000 Penalty: 5312.894043
	Iteration 88Q: 3 clusters Score -4073608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -4073603.500000 Penalty: 5312.894043
	Iteration 89Q: 3 clusters Score -4073604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4073605.250000 Penalty: 5312.894043
	Iteration 90Q: 3 clusters Score -4073605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -4073606.000000 Penalty: 5312.894043
	Iteration 91Q: 3 clusters Score -4073606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -4073604.000000 Penalty: 5312.894043
	Iteration 92Q: 3 clusters Score -4073604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -4073610.000000 Penalty: 5312.894043
	Iteration 93Q: 3 clusters Score -4073610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -4073613.750000 Penalty: 5312.894043
	Iteration 94Q: 3 clusters Score -4073614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -4073614.500000 Penalty: 5312.894043
	Iteration 95Q: 3 clusters Score -4073614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4073617.750000 Penalty: 5312.894043
	Iteration 96Q: 3 clusters Score -4073618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4073619.250000 Penalty: 5312.894043
	Iteration 97Q: 3 clusters Score -4073619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -4073622.500000 Penalty: 5312.894043
	Iteration 98Q: 3 clusters Score -4073622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4073619.500000 Penalty: 5312.894043
	Iteration 99Q: 3 clusters Score -4073620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4073625.000000 Penalty: 5312.894043
	Iteration 100F: 3 clusters Score -4073625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -4073622.750000 Penalty: 5312.894043
	Iteration 101Q: 3 clusters Score -4073623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4073624.500000 Penalty: 5312.894043
	Iteration 102Q: 3 clusters Score -4073624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -4073626.750000 Penalty: 5312.894043
	Iteration 103Q: 3 clusters Score -4073627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4073629.500000 Penalty: 5312.894043
	Iteration 104Q: 3 clusters Score -4073630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -4073630.250000 Penalty: 5312.894043
	Iteration 105Q: 3 clusters Score -4073630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -4073631.250000 Penalty: 5312.894043
	Iteration 106Q: 3 clusters Score -4073631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4073625.250000 Penalty: 5312.894043
	Iteration 107Q: 3 clusters Score -4073625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4073626.500000 Penalty: 5312.894043
	Iteration 108Q: 3 clusters Score -4073626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -4073621.750000 Penalty: 5312.894043
	Iteration 109Q: 3 clusters Score -4073622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -4073619.250000 Penalty: 5312.894043
	Iteration 110Q: 3 clusters Score -4073619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -4073620.000000 Penalty: 5312.894043
	Iteration 111Q: 3 clusters Score -4073620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4073616.500000 Penalty: 5312.894043
	Iteration 112Q: 3 clusters Score -4073616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4073619.000000 Penalty: 5312.894043
	Iteration 113Q: 3 clusters Score -4073619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -4073617.250000 Penalty: 5312.894043
	Iteration 114Q: 3 clusters Score -4073617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -4073621.500000 Penalty: 5312.894043
	Iteration 115Q: 3 clusters Score -4073622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -4073622.500000 Penalty: 5312.894043
	Iteration 116Q: 3 clusters Score -4073622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -4073619.250000 Penalty: 5312.894043
	Iteration 117Q: 3 clusters Score -4073619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4073620.750000 Penalty: 5312.894043
	Iteration 118Q: 3 clusters Score -4073621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4073620.750000 Penalty: 5312.894043
	Iteration 119F: 3 clusters Score -4073621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39662 members 
Entering Unmasked Estep 
Score: -3730085.750000 Penalty: 2625.861084
	Iteration 0F: 2 clusters Score -3730086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3703208.500000 Penalty: 5251.722168
	Iteration 0F: 3 clusters Score -3703208 nChanged 18232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3713239.500000 Penalty: 5251.722168
	Iteration 1F: 3 clusters Score -3713240 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3713968.750000 Penalty: 5251.722168
	Iteration 2Q: 3 clusters Score -3713969 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3715036.000000 Penalty: 5251.722168
	Iteration 3F: 3 clusters Score -3715036 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3716722.750000 Penalty: 5251.722168
	Iteration 4F: 3 clusters Score -3716723 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3719323.500000 Penalty: 5251.722168
	Iteration 5F: 3 clusters Score -3719324 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3722192.750000 Penalty: 5251.722168
	Iteration 6F: 3 clusters Score -3722193 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3724328.000000 Penalty: 5251.722168
	Iteration 7F: 3 clusters Score -3724328 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3725559.250000 Penalty: 5251.722168
	Iteration 8F: 3 clusters Score -3725559 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -3726267.000000 Penalty: 5251.722168
	Iteration 9Q: 3 clusters Score -3726267 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -3726727.750000 Penalty: 5251.722168
	Iteration 10Q: 3 clusters Score -3726728 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -3727086.000000 Penalty: 5251.722168
	Iteration 11Q: 3 clusters Score -3727086 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -3727393.250000 Penalty: 5251.722168
	Iteration 12Q: 3 clusters Score -3727393 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -3727644.250000 Penalty: 5251.722168
	Iteration 13Q: 3 clusters Score -3727644 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -3727870.250000 Penalty: 5251.722168
	Iteration 14Q: 3 clusters Score -3727870 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -3728035.750000 Penalty: 5251.722168
	Iteration 15Q: 3 clusters Score -3728036 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -3728183.250000 Penalty: 5251.722168
	Iteration 16Q: 3 clusters Score -3728183 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -3728315.250000 Penalty: 5251.722168
	Iteration 17Q: 3 clusters Score -3728315 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -3728401.000000 Penalty: 5251.722168
	Iteration 18Q: 3 clusters Score -3728401 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -3728478.250000 Penalty: 5251.722168
	Iteration 19Q: 3 clusters Score -3728478 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -3728505.000000 Penalty: 5251.722168
	Iteration 20F: 3 clusters Score -3728505 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -3728524.500000 Penalty: 5251.722168
	Iteration 21Q: 3 clusters Score -3728524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -3728545.000000 Penalty: 5251.722168
	Iteration 22Q: 3 clusters Score -3728545 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -3728551.000000 Penalty: 5251.722168
	Iteration 23Q: 3 clusters Score -3728551 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -3728569.500000 Penalty: 5251.722168
	Iteration 24Q: 3 clusters Score -3728570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -3728594.000000 Penalty: 5251.722168
	Iteration 25Q: 3 clusters Score -3728594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -3728618.750000 Penalty: 5251.722168
	Iteration 26Q: 3 clusters Score -3728619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -3728637.250000 Penalty: 5251.722168
	Iteration 27Q: 3 clusters Score -3728637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -3728644.000000 Penalty: 5251.722168
	Iteration 28Q: 3 clusters Score -3728644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -3728648.750000 Penalty: 5251.722168
	Iteration 29Q: 3 clusters Score -3728649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -3728659.500000 Penalty: 5251.722168
	Iteration 30Q: 3 clusters Score -3728660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -3728662.250000 Penalty: 5251.722168
	Iteration 31Q: 3 clusters Score -3728662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -3728669.250000 Penalty: 5251.722168
	Iteration 32Q: 3 clusters Score -3728669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -3728676.500000 Penalty: 5251.722168
	Iteration 33Q: 3 clusters Score -3728676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -3728676.750000 Penalty: 5251.722168
	Iteration 34Q: 3 clusters Score -3728677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -3728681.250000 Penalty: 5251.722168
	Iteration 35Q: 3 clusters Score -3728681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -3728677.500000 Penalty: 5251.722168
	Iteration 36Q: 3 clusters Score -3728678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -3728678.250000 Penalty: 5251.722168
	Iteration 37Q: 3 clusters Score -3728678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -3728682.500000 Penalty: 5251.722168
	Iteration 38Q: 3 clusters Score -3728682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -3728682.000000 Penalty: 5251.722168
	Iteration 39Q: 3 clusters Score -3728682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -3728680.750000 Penalty: 5251.722168
	Iteration 40F: 3 clusters Score -3728681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -3728679.750000 Penalty: 5251.722168
	Iteration 41Q: 3 clusters Score -3728680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -3728682.250000 Penalty: 5251.722168
	Iteration 42Q: 3 clusters Score -3728682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -3728675.250000 Penalty: 5251.722168
	Iteration 43Q: 3 clusters Score -3728675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3728684.500000 Penalty: 5251.722168
	Iteration 44Q: 3 clusters Score -3728684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -3728683.250000 Penalty: 5251.722168
	Iteration 45Q: 3 clusters Score -3728683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -3728682.000000 Penalty: 5251.722168
	Iteration 46Q: 3 clusters Score -3728682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -3728682.000000 Penalty: 5251.722168
	Iteration 47F: 3 clusters Score -3728682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (163460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Entering Unmasked Estep 
Score: -14542771.000000 Penalty: 2977.072266
	Iteration 0F: 2 clusters Score -1.454277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -14433288.000000 Penalty: 5954.144531
	Iteration 0F: 3 clusters Score -1.443329e+07 nChanged 78411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -14481710.000000 Penalty: 5954.144531
	Iteration 1F: 3 clusters Score -1.448171e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -14488993.000000 Penalty: 5954.144531
	Iteration 2F: 3 clusters Score -1.448899e+07 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -14499648.000000 Penalty: 5954.144531
	Iteration 3F: 3 clusters Score -1.449965e+07 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -14511532.000000 Penalty: 5954.144531
	Iteration 4F: 3 clusters Score -1.451153e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -14523192.000000 Penalty: 5954.144531
	Iteration 5F: 3 clusters Score -1.452319e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 121002 members 
Entering Unmasked Estep 
Score: -14532439.000000 Penalty: 5954.144531
	Iteration 6F: 3 clusters Score -1.453244e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 129553 members 
Entering Unmasked Estep 
Score: -14539925.000000 Penalty: 5954.144531
	Iteration 7F: 3 clusters Score -1.453992e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 135964 members 
Entering Unmasked Estep 
Score: -14545016.000000 Penalty: 5954.144531
	Iteration 8Q: 3 clusters Score -1.454502e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 140633 members 
Entering Unmasked Estep 
Score: -14548135.000000 Penalty: 5954.144531
	Iteration 9Q: 3 clusters Score -1.454814e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 143964 members 
Entering Unmasked Estep 
Score: -14549938.000000 Penalty: 5954.144531
	Iteration 10Q: 3 clusters Score -1.454994e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 146386 members 
Entering Unmasked Estep 
Score: -14551008.000000 Penalty: 5954.144531
	Iteration 11Q: 3 clusters Score -1.455101e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 148150 members 
Entering Unmasked Estep 
Score: -14551711.000000 Penalty: 5954.144531
	Iteration 12Q: 3 clusters Score -1.455171e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 149476 members 
Entering Unmasked Estep 
Score: -14552094.000000 Penalty: 5954.144531
	Iteration 13Q: 3 clusters Score -1.455209e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 150419 members 
Entering Unmasked Estep 
Score: -14552278.000000 Penalty: 5954.144531
	Iteration 14Q: 3 clusters Score -1.455228e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 151105 members 
Entering Unmasked Estep 
Score: -14552448.000000 Penalty: 5954.144531
	Iteration 15Q: 3 clusters Score -1.455245e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -14552656.000000 Penalty: 5954.144531
	Iteration 16Q: 3 clusters Score -1.455266e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 152127 members 
Entering Unmasked Estep 
Score: -14552710.000000 Penalty: 5954.144531
	Iteration 17Q: 3 clusters Score -1.455271e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -14552760.000000 Penalty: 5954.144531
	Iteration 18Q: 3 clusters Score -1.455276e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 152682 members 
Entering Unmasked Estep 
Score: -14552763.000000 Penalty: 5954.144531
	Iteration 19Q: 3 clusters Score -1.455276e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -14552739.000000 Penalty: 5954.144531
	Iteration 20F: 3 clusters Score -1.455274e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 153001 members 
Entering Unmasked Estep 
Score: -14552772.000000 Penalty: 5954.144531
	Iteration 21Q: 3 clusters Score -1.455277e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 153103 members 
Entering Unmasked Estep 
Score: -14552784.000000 Penalty: 5954.144531
	Iteration 22Q: 3 clusters Score -1.455278e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 153182 members 
Entering Unmasked Estep 
Score: -14552763.000000 Penalty: 5954.144531
	Iteration 23Q: 3 clusters Score -1.455276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -14552789.000000 Penalty: 5954.144531
	Iteration 24Q: 3 clusters Score -1.455279e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 153289 members 
Entering Unmasked Estep 
Score: -14552785.000000 Penalty: 5954.144531
	Iteration 25Q: 3 clusters Score -1.455278e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 153327 members 
Entering Unmasked Estep 
Score: -14552781.000000 Penalty: 5954.144531
	Iteration 26Q: 3 clusters Score -1.455278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -14552786.000000 Penalty: 5954.144531
	Iteration 27Q: 3 clusters Score -1.455279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -14552788.000000 Penalty: 5954.144531
	Iteration 28Q: 3 clusters Score -1.455279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -14552788.000000 Penalty: 5954.144531
	Iteration 29Q: 3 clusters Score -1.455279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -14552798.000000 Penalty: 5954.144531
	Iteration 30Q: 3 clusters Score -1.45528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 153424 members 
Entering Unmasked Estep 
Score: -14552794.000000 Penalty: 5954.144531
	Iteration 31Q: 3 clusters Score -1.455279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 153432 members 
Entering Unmasked Estep 
Score: -14552797.000000 Penalty: 5954.144531
	Iteration 32Q: 3 clusters Score -1.45528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 153444 members 
Entering Unmasked Estep 
Score: -14552808.000000 Penalty: 5954.144531
	Iteration 33Q: 3 clusters Score -1.455281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 153460 members 
Entering Unmasked Estep 
Score: -14552788.000000 Penalty: 5954.144531
	Iteration 34Q: 3 clusters Score -1.455279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -14552793.000000 Penalty: 5954.144531
	Iteration 35Q: 3 clusters Score -1.455279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -14552799.000000 Penalty: 5954.144531
	Iteration 36Q: 3 clusters Score -1.45528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -14552801.000000 Penalty: 5954.144531
	Iteration 37Q: 3 clusters Score -1.45528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 153490 members 
Entering Unmasked Estep 
Score: -14552784.000000 Penalty: 5954.144531
	Iteration 38Q: 3 clusters Score -1.455278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 153492 members 
Entering Unmasked Estep 
Score: -14552788.000000 Penalty: 5954.144531
	Iteration 39Q: 3 clusters Score -1.455279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 153495 members 
Entering Unmasked Estep 
Score: -14552797.000000 Penalty: 5954.144531
	Iteration 40F: 3 clusters Score -1.45528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -14552788.000000 Penalty: 5954.144531
	Iteration 41Q: 3 clusters Score -1.455279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 153503 members 
Entering Unmasked Estep 
Score: -14552799.000000 Penalty: 5954.144531
	Iteration 42Q: 3 clusters Score -1.45528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 153505 members 
Entering Unmasked Estep 
Score: -14552799.000000 Penalty: 5954.144531
	Iteration 43Q: 3 clusters Score -1.45528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 153508 members 
Entering Unmasked Estep 
Score: -14552809.000000 Penalty: 5954.144531
	Iteration 44Q: 3 clusters Score -1.455281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 153509 members 
Entering Unmasked Estep 
Score: -14552807.000000 Penalty: 5954.144531
	Iteration 45Q: 3 clusters Score -1.455281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -14552812.000000 Penalty: 5954.144531
	Iteration 46Q: 3 clusters Score -1.455281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 153511 members 
Entering Unmasked Estep 
Score: -14552813.000000 Penalty: 5954.144531
	Iteration 47Q: 3 clusters Score -1.455281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -14552806.000000 Penalty: 5954.144531
	Iteration 48Q: 3 clusters Score -1.455281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -14552806.000000 Penalty: 5954.144531
	Iteration 49F: 3 clusters Score -1.455281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 454 members 
Mstep: Class 3 contains 429909 members 
Mstep: Class 4 contains 29465 members 
Mstep: Class 5 contains 12261 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 252403 members 
Mstep: Class 8 contains 6416 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 704 members 
Mstep: Class 11 contains 19304 members 
Mstep: Class 12 contains 3853 members 
Mstep: Class 13 contains 153512 members 
Mstep: Class 14 contains 44868 members 
Mstep: Class 16 contains 39662 members 
Mstep: Class 17 contains 9948 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 19918 members 
Entering Unmasked Estep 
Score: -93585280.000000 Penalty: 61898.406250
Splitting cluster 17 changes total score from -93555640.000000 to -93585280.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -324968.843750 Penalty: 2032.784668
	Iteration 0F: 2 clusters Score -324968.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -321278.218750 Penalty: 4065.569336
	Iteration 0F: 3 clusters Score -321278.2 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -322121.468750 Penalty: 4065.569336
	Iteration 1F: 3 clusters Score -322121.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -322368.656250 Penalty: 4065.569336
	Iteration 2F: 3 clusters Score -322368.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -322544.812500 Penalty: 4065.569336
	Iteration 3F: 3 clusters Score -322544.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -322681.375000 Penalty: 4065.569336
	Iteration 4Q: 3 clusters Score -322681.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -322789.937500 Penalty: 4065.569336
	Iteration 5Q: 3 clusters Score -322789.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -322922.125000 Penalty: 4065.569336
	Iteration 6Q: 3 clusters Score -322922.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -323081.843750 Penalty: 4065.569336
	Iteration 7Q: 3 clusters Score -323081.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -323228.718750 Penalty: 4065.569336
	Iteration 8Q: 3 clusters Score -323228.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -323351.812500 Penalty: 4065.569336
	Iteration 9Q: 3 clusters Score -323351.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -323463.343750 Penalty: 4065.569336
	Iteration 10Q: 3 clusters Score -323463.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -323540.187500 Penalty: 4065.569336
	Iteration 11Q: 3 clusters Score -323540.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -323598.562500 Penalty: 4065.569336
	Iteration 12Q: 3 clusters Score -323598.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -323629.937500 Penalty: 4065.569336
	Iteration 13Q: 3 clusters Score -323629.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -323655.093750 Penalty: 4065.569336
	Iteration 14Q: 3 clusters Score -323655.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -323666.281250 Penalty: 4065.569336
	Iteration 15Q: 3 clusters Score -323666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -323671.875000 Penalty: 4065.569336
	Iteration 16Q: 3 clusters Score -323671.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -323678.031250 Penalty: 4065.569336
	Iteration 17Q: 3 clusters Score -323678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -323682.562500 Penalty: 4065.569336
	Iteration 18Q: 3 clusters Score -323682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -323687.875000 Penalty: 4065.569336
	Iteration 19Q: 3 clusters Score -323687.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -323694.093750 Penalty: 4065.569336
	Iteration 20F: 3 clusters Score -323694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -323699.875000 Penalty: 4065.569336
	Iteration 21Q: 3 clusters Score -323699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -323703.937500 Penalty: 4065.569336
	Iteration 22Q: 3 clusters Score -323703.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -323708.593750 Penalty: 4065.569336
	Iteration 23Q: 3 clusters Score -323708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -323710.062500 Penalty: 4065.569336
	Iteration 24Q: 3 clusters Score -323710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -323712.156250 Penalty: 4065.569336
	Iteration 25Q: 3 clusters Score -323712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -323713.250000 Penalty: 4065.569336
	Iteration 26Q: 3 clusters Score -323713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -323714.000000 Penalty: 4065.569336
	Iteration 27Q: 3 clusters Score -323714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -323714.781250 Penalty: 4065.569336
	Iteration 28Q: 3 clusters Score -323714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -323714.906250 Penalty: 4065.569336
	Iteration 29Q: 3 clusters Score -323714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -323715.000000 Penalty: 4065.569336
	Iteration 30Q: 3 clusters Score -323715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -323715.000000 Penalty: 4065.569336
	Iteration 31F: 3 clusters Score -323715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Entering Unmasked Estep 
Score: -1774375.250000 Penalty: 2455.045898
	Iteration 0F: 2 clusters Score -1774375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1760416.750000 Penalty: 4910.091797
	Iteration 0F: 3 clusters Score -1760417 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1765071.500000 Penalty: 4910.091797
	Iteration 1F: 3 clusters Score -1765072 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1765473.125000 Penalty: 4910.091797
	Iteration 2F: 3 clusters Score -1765473 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1765820.250000 Penalty: 4910.091797
	Iteration 3Q: 3 clusters Score -1765820 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1766118.250000 Penalty: 4910.091797
	Iteration 4Q: 3 clusters Score -1766118 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1766425.875000 Penalty: 4910.091797
	Iteration 5Q: 3 clusters Score -1766426 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1766734.375000 Penalty: 4910.091797
	Iteration 6Q: 3 clusters Score -1766734 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1767066.375000 Penalty: 4910.091797
	Iteration 7Q: 3 clusters Score -1767066 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1767463.250000 Penalty: 4910.091797
	Iteration 8Q: 3 clusters Score -1767463 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1767937.125000 Penalty: 4910.091797
	Iteration 9Q: 3 clusters Score -1767937 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1768518.375000 Penalty: 4910.091797
	Iteration 10Q: 3 clusters Score -1768518 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1769205.625000 Penalty: 4910.091797
	Iteration 11Q: 3 clusters Score -1769206 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1769850.625000 Penalty: 4910.091797
	Iteration 12Q: 3 clusters Score -1769851 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1770460.875000 Penalty: 4910.091797
	Iteration 13Q: 3 clusters Score -1770461 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1770979.250000 Penalty: 4910.091797
	Iteration 14Q: 3 clusters Score -1770979 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1771389.250000 Penalty: 4910.091797
	Iteration 15Q: 3 clusters Score -1771389 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1771672.250000 Penalty: 4910.091797
	Iteration 16Q: 3 clusters Score -1771672 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1771861.250000 Penalty: 4910.091797
	Iteration 17Q: 3 clusters Score -1771861 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1771981.875000 Penalty: 4910.091797
	Iteration 18Q: 3 clusters Score -1771982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1772057.500000 Penalty: 4910.091797
	Iteration 19Q: 3 clusters Score -1772058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1772123.000000 Penalty: 4910.091797
	Iteration 20F: 3 clusters Score -1772123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1772154.000000 Penalty: 4910.091797
	Iteration 21Q: 3 clusters Score -1772154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1772177.875000 Penalty: 4910.091797
	Iteration 22Q: 3 clusters Score -1772178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1772196.625000 Penalty: 4910.091797
	Iteration 23Q: 3 clusters Score -1772197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1772216.125000 Penalty: 4910.091797
	Iteration 24Q: 3 clusters Score -1772216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1772222.625000 Penalty: 4910.091797
	Iteration 25Q: 3 clusters Score -1772223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1772233.250000 Penalty: 4910.091797
	Iteration 26Q: 3 clusters Score -1772233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1772238.000000 Penalty: 4910.091797
	Iteration 27Q: 3 clusters Score -1772238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1772248.750000 Penalty: 4910.091797
	Iteration 28Q: 3 clusters Score -1772249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1772254.250000 Penalty: 4910.091797
	Iteration 29Q: 3 clusters Score -1772254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1772252.375000 Penalty: 4910.091797
	Iteration 30Q: 3 clusters Score -1772252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1772257.875000 Penalty: 4910.091797
	Iteration 31Q: 3 clusters Score -1772258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1772260.500000 Penalty: 4910.091797
	Iteration 32Q: 3 clusters Score -1772260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1772262.125000 Penalty: 4910.091797
	Iteration 33Q: 3 clusters Score -1772262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1772262.125000 Penalty: 4910.091797
	Iteration 34F: 3 clusters Score -1772262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 454 members 
Mstep: Class 3 contains 429909 members 
Mstep: Class 4 contains 29465 members 
Mstep: Class 5 contains 12261 members 
Mstep: Class 7 contains 252403 members 
Mstep: Class 8 contains 6416 members 
Mstep: Class 10 contains 704 members 
Mstep: Class 11 contains 19304 members 
Mstep: Class 12 contains 3853 members 
Mstep: Class 14 contains 44868 members 
Mstep: Class 16 contains 39662 members 
Mstep: Class 17 contains 9948 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 19918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93588024.000000 Penalty: 61898.406250
Iteration 39Q: 19 clusters Score -9.358802e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 430824 members 
Mstep: Class 4 contains 27408 members 
Mstep: Class 5 contains 12253 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 250544 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 156152 members 
Mstep: Class 14 contains 44922 members 
Mstep: Class 16 contains 39529 members 
Mstep: Class 17 contains 10574 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 20352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93591752.000000 Penalty: 61898.406250
Iteration 40F: 19 clusters Score -9.359175e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 431996 members 
Mstep: Class 4 contains 25412 members 
Mstep: Class 5 contains 12183 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 249322 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 703 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 157563 members 
Mstep: Class 14 contains 45085 members 
Mstep: Class 16 contains 39413 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 20835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93593216.000000 Penalty: 61898.406250
Iteration 41Q: 19 clusters Score -9.359322e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 432931 members 
Mstep: Class 4 contains 23828 members 
Mstep: Class 5 contains 12164 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 248426 members 
Mstep: Class 8 contains 5969 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19044 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 158414 members 
Mstep: Class 14 contains 45184 members 
Mstep: Class 16 contains 39318 members 
Mstep: Class 17 contains 11492 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 21302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93593432.000000 Penalty: 61898.406250
Iteration 42Q: 19 clusters Score -9.359343e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 433657 members 
Mstep: Class 4 contains 22572 members 
Mstep: Class 5 contains 12188 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 247757 members 
Mstep: Class 8 contains 5927 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 158917 members 
Mstep: Class 14 contains 45280 members 
Mstep: Class 16 contains 39242 members 
Mstep: Class 17 contains 11830 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 21662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93594264.000000 Penalty: 61898.406250
Iteration 43Q: 19 clusters Score -9.359426e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 434165 members 
Mstep: Class 4 contains 21632 members 
Mstep: Class 5 contains 12215 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 247249 members 
Mstep: Class 8 contains 5901 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 159275 members 
Mstep: Class 14 contains 45318 members 
Mstep: Class 16 contains 39187 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 21947 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -9.359437e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 434555 members 
Mstep: Class 4 contains 20851 members 
Mstep: Class 5 contains 12244 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 246834 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19002 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 159501 members 
Mstep: Class 14 contains 45353 members 
Mstep: Class 16 contains 39137 members 
Mstep: Class 17 contains 12327 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 22209 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -9.359456e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 434857 members 
Mstep: Class 4 contains 20239 members 
Mstep: Class 5 contains 12277 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 246472 members 
Mstep: Class 8 contains 5891 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 159651 members 
Mstep: Class 14 contains 45392 members 
Mstep: Class 16 contains 39082 members 
Mstep: Class 17 contains 12519 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 22400 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -9.359437e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435074 members 
Mstep: Class 4 contains 19702 members 
Mstep: Class 5 contains 12312 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 246168 members 
Mstep: Class 8 contains 5904 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 159750 members 
Mstep: Class 14 contains 45422 members 
Mstep: Class 16 contains 39032 members 
Mstep: Class 17 contains 12688 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 22582 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -9.359469e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435243 members 
Mstep: Class 4 contains 19287 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 245932 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 3793 members 
Mstep: Class 13 contains 159806 members 
Mstep: Class 14 contains 45447 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 12834 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 22727 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -9.359489e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435370 members 
Mstep: Class 4 contains 18924 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 245737 members 
Mstep: Class 8 contains 5932 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 3917 members 
Mstep: Class 13 contains 159832 members 
Mstep: Class 14 contains 45461 members 
Mstep: Class 16 contains 38935 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 22849 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -9.359509e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435499 members 
Mstep: Class 4 contains 18614 members 
Mstep: Class 5 contains 12381 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 245553 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 159845 members 
Mstep: Class 14 contains 45487 members 
Mstep: Class 16 contains 38903 members 
Mstep: Class 17 contains 13079 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 22931 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -9.35951e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435626 members 
Mstep: Class 4 contains 18329 members 
Mstep: Class 5 contains 12400 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 245384 members 
Mstep: Class 8 contains 5936 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 159868 members 
Mstep: Class 14 contains 45505 members 
Mstep: Class 16 contains 38871 members 
Mstep: Class 17 contains 13165 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 23022 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -9.359525e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435730 members 
Mstep: Class 4 contains 18055 members 
Mstep: Class 5 contains 12424 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 245219 members 
Mstep: Class 8 contains 5942 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19053 members 
Mstep: Class 12 contains 4290 members 
Mstep: Class 13 contains 159867 members 
Mstep: Class 14 contains 45528 members 
Mstep: Class 16 contains 38840 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 23118 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -9.359526e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435815 members 
Mstep: Class 4 contains 17815 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 245079 members 
Mstep: Class 8 contains 5953 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19060 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 159889 members 
Mstep: Class 14 contains 45548 members 
Mstep: Class 16 contains 38813 members 
Mstep: Class 17 contains 13315 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 23188 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -9.359517e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435873 members 
Mstep: Class 4 contains 17591 members 
Mstep: Class 5 contains 12457 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244959 members 
Mstep: Class 8 contains 5961 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19066 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 159913 members 
Mstep: Class 14 contains 45560 members 
Mstep: Class 16 contains 38783 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 23248 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -9.359534e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435933 members 
Mstep: Class 4 contains 17383 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244865 members 
Mstep: Class 8 contains 5983 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 159898 members 
Mstep: Class 14 contains 45565 members 
Mstep: Class 16 contains 38749 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 23314 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -9.359558e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435989 members 
Mstep: Class 4 contains 17207 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244788 members 
Mstep: Class 8 contains 5993 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19081 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 159903 members 
Mstep: Class 14 contains 45568 members 
Mstep: Class 16 contains 38728 members 
Mstep: Class 17 contains 13494 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23370 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -9.359574e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436036 members 
Mstep: Class 4 contains 17057 members 
Mstep: Class 5 contains 12483 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244714 members 
Mstep: Class 8 contains 5992 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19083 members 
Mstep: Class 12 contains 4779 members 
Mstep: Class 13 contains 159921 members 
Mstep: Class 14 contains 45565 members 
Mstep: Class 16 contains 38706 members 
Mstep: Class 17 contains 13550 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23427 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -9.359591e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436062 members 
Mstep: Class 4 contains 16934 members 
Mstep: Class 5 contains 12491 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244635 members 
Mstep: Class 8 contains 5999 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19093 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 159921 members 
Mstep: Class 14 contains 45569 members 
Mstep: Class 16 contains 38692 members 
Mstep: Class 17 contains 13591 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 23489 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -9.359574e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436086 members 
Mstep: Class 4 contains 16821 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244565 members 
Mstep: Class 8 contains 6013 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19099 members 
Mstep: Class 12 contains 4914 members 
Mstep: Class 13 contains 159920 members 
Mstep: Class 14 contains 45571 members 
Mstep: Class 16 contains 38677 members 
Mstep: Class 17 contains 13636 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 23532 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -9.35958e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436112 members 
Mstep: Class 4 contains 16712 members 
Mstep: Class 5 contains 12507 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244485 members 
Mstep: Class 8 contains 6027 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19106 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 159932 members 
Mstep: Class 14 contains 45578 members 
Mstep: Class 16 contains 38659 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 23574 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -9.359574e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436130 members 
Mstep: Class 4 contains 16618 members 
Mstep: Class 5 contains 12521 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244412 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19114 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 13 contains 159924 members 
Mstep: Class 14 contains 45580 members 
Mstep: Class 16 contains 38644 members 
Mstep: Class 17 contains 13711 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 23617 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -9.359571e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436150 members 
Mstep: Class 4 contains 16537 members 
Mstep: Class 5 contains 12532 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244342 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19125 members 
Mstep: Class 12 contains 5059 members 
Mstep: Class 13 contains 159931 members 
Mstep: Class 14 contains 45580 members 
Mstep: Class 16 contains 38624 members 
Mstep: Class 17 contains 13746 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 23644 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -9.359586e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436183 members 
Mstep: Class 4 contains 16458 members 
Mstep: Class 5 contains 12543 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244260 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19142 members 
Mstep: Class 12 contains 5088 members 
Mstep: Class 13 contains 159938 members 
Mstep: Class 14 contains 45589 members 
Mstep: Class 16 contains 38603 members 
Mstep: Class 17 contains 13783 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 23671 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -9.35958e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436187 members 
Mstep: Class 4 contains 16401 members 
Mstep: Class 5 contains 12553 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244188 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19157 members 
Mstep: Class 12 contains 5113 members 
Mstep: Class 13 contains 159939 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 16 contains 38590 members 
Mstep: Class 17 contains 13821 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 23696 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -9.359585e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436216 members 
Mstep: Class 4 contains 16318 members 
Mstep: Class 5 contains 12561 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244116 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19172 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 159930 members 
Mstep: Class 14 contains 45613 members 
Mstep: Class 16 contains 38569 members 
Mstep: Class 17 contains 13869 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 23718 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -9.359574e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436227 members 
Mstep: Class 4 contains 16242 members 
Mstep: Class 5 contains 12566 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 244053 members 
Mstep: Class 8 contains 6150 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19189 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 159932 members 
Mstep: Class 14 contains 45627 members 
Mstep: Class 16 contains 38539 members 
Mstep: Class 17 contains 13913 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 23737 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -9.359583e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436236 members 
Mstep: Class 4 contains 16173 members 
Mstep: Class 5 contains 12573 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243995 members 
Mstep: Class 8 contains 6194 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 19205 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 159946 members 
Mstep: Class 14 contains 45639 members 
Mstep: Class 16 contains 38502 members 
Mstep: Class 17 contains 13964 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 23749 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -9.359568e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436245 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 12578 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243952 members 
Mstep: Class 8 contains 6235 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 19216 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 159965 members 
Mstep: Class 14 contains 45648 members 
Mstep: Class 16 contains 38468 members 
Mstep: Class 17 contains 14014 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 23758 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -9.359577e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436253 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 12584 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243902 members 
Mstep: Class 8 contains 6267 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 19226 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 159984 members 
Mstep: Class 14 contains 45651 members 
Mstep: Class 16 contains 38433 members 
Mstep: Class 17 contains 14071 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 23776 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -9.359603e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436256 members 
Mstep: Class 4 contains 15988 members 
Mstep: Class 5 contains 12587 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243853 members 
Mstep: Class 8 contains 6301 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 19238 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 160002 members 
Mstep: Class 14 contains 45659 members 
Mstep: Class 16 contains 38402 members 
Mstep: Class 17 contains 14119 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 23787 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -9.359629e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436248 members 
Mstep: Class 4 contains 15928 members 
Mstep: Class 5 contains 12594 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243807 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 19246 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 160022 members 
Mstep: Class 14 contains 45659 members 
Mstep: Class 16 contains 38356 members 
Mstep: Class 17 contains 14171 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 23800 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -9.359658e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436225 members 
Mstep: Class 4 contains 15860 members 
Mstep: Class 5 contains 12601 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243766 members 
Mstep: Class 8 contains 6406 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 160070 members 
Mstep: Class 14 contains 45659 members 
Mstep: Class 16 contains 38307 members 
Mstep: Class 17 contains 14201 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 23814 members 
Entering Unmasked Estep 
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Iteration 72Q: 19 clusters Score -9.3597e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436200 members 
Mstep: Class 4 contains 15780 members 
Mstep: Class 5 contains 12613 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243727 members 
Mstep: Class 8 contains 6454 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 160069 members 
Mstep: Class 14 contains 45665 members 
Mstep: Class 16 contains 38265 members 
Mstep: Class 17 contains 14269 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23825 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -9.359715e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436132 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 12625 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243675 members 
Mstep: Class 8 contains 6506 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 160105 members 
Mstep: Class 14 contains 45668 members 
Mstep: Class 16 contains 38217 members 
Mstep: Class 17 contains 14285 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93597656.000000 Penalty: 61898.406250
Iteration 74Q: 19 clusters Score -9.359766e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 436039 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 12628 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243644 members 
Mstep: Class 8 contains 6559 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19297 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 160129 members 
Mstep: Class 14 contains 45672 members 
Mstep: Class 16 contains 38169 members 
Mstep: Class 17 contains 14278 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93598296.000000 Penalty: 61898.406250
Iteration 75Q: 19 clusters Score -9.35983e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435930 members 
Mstep: Class 4 contains 15494 members 
Mstep: Class 5 contains 12633 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 243616 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19318 members 
Mstep: Class 12 contains 5673 members 
Mstep: Class 13 contains 160127 members 
Mstep: Class 14 contains 45675 members 
Mstep: Class 16 contains 38109 members 
Mstep: Class 17 contains 14292 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93598520.000000 Penalty: 61898.406250
Iteration 76Q: 19 clusters Score -9.359852e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435831 members 
Mstep: Class 4 contains 15398 members 
Mstep: Class 5 contains 12637 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 243593 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19332 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 160113 members 
Mstep: Class 14 contains 45678 members 
Mstep: Class 16 contains 38038 members 
Mstep: Class 17 contains 14274 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93598624.000000 Penalty: 61898.406250
Iteration 77Q: 19 clusters Score -9.359862e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435765 members 
Mstep: Class 4 contains 15337 members 
Mstep: Class 5 contains 12637 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 243578 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 160105 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 16 contains 37958 members 
Mstep: Class 17 contains 14240 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93598728.000000 Penalty: 61898.406250
Iteration 78Q: 19 clusters Score -9.359873e+07 nChanged 564
Entering ConstructFrom: 
Score: -93598728.000000 Penalty: 61898.406250
Entering ConstructFrom: 
Trying to split cluster 1 (18888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Entering Unmasked Estep 
Score: -1614606.625000 Penalty: 2441.877930
	Iteration 0F: 2 clusters Score -1614607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1601470.250000 Penalty: 4883.755859
	Iteration 0F: 3 clusters Score -1601470 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1606098.375000 Penalty: 4883.755859
	Iteration 1F: 3 clusters Score -1606098 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1607038.125000 Penalty: 4883.755859
	Iteration 2F: 3 clusters Score -1607038 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1608057.250000 Penalty: 4883.755859
	Iteration 3F: 3 clusters Score -1608057 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1609163.500000 Penalty: 4883.755859
	Iteration 4F: 3 clusters Score -1609164 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1610294.000000 Penalty: 4883.755859
	Iteration 5F: 3 clusters Score -1610294 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1611244.625000 Penalty: 4883.755859
	Iteration 6F: 3 clusters Score -1611245 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1611951.750000 Penalty: 4883.755859
	Iteration 7F: 3 clusters Score -1611952 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1612510.625000 Penalty: 4883.755859
	Iteration 8Q: 3 clusters Score -1612511 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1612989.000000 Penalty: 4883.755859
	Iteration 9Q: 3 clusters Score -1612989 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1613434.875000 Penalty: 4883.755859
	Iteration 10Q: 3 clusters Score -1613435 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1613861.250000 Penalty: 4883.755859
	Iteration 11Q: 3 clusters Score -1613861 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1614338.875000 Penalty: 4883.755859
	Iteration 12Q: 3 clusters Score -1614339 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1614810.500000 Penalty: 4883.755859
	Iteration 13Q: 3 clusters Score -1614810 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1615182.625000 Penalty: 4883.755859
	Iteration 14Q: 3 clusters Score -1615183 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1615440.625000 Penalty: 4883.755859
	Iteration 15Q: 3 clusters Score -1615441 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1615625.000000 Penalty: 4883.755859
	Iteration 16Q: 3 clusters Score -1615625 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1615758.000000 Penalty: 4883.755859
	Iteration 17Q: 3 clusters Score -1615758 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1615847.250000 Penalty: 4883.755859
	Iteration 18Q: 3 clusters Score -1615847 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1615933.625000 Penalty: 4883.755859
	Iteration 19Q: 3 clusters Score -1615934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1615973.625000 Penalty: 4883.755859
	Iteration 20F: 3 clusters Score -1615974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1615996.500000 Penalty: 4883.755859
	Iteration 21Q: 3 clusters Score -1615996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1616015.000000 Penalty: 4883.755859
	Iteration 22Q: 3 clusters Score -1616015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1616028.500000 Penalty: 4883.755859
	Iteration 23Q: 3 clusters Score -1616028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1616044.750000 Penalty: 4883.755859
	Iteration 24Q: 3 clusters Score -1616045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1616049.125000 Penalty: 4883.755859
	Iteration 25Q: 3 clusters Score -1616049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1616056.500000 Penalty: 4883.755859
	Iteration 26Q: 3 clusters Score -1616056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1616056.625000 Penalty: 4883.755859
	Iteration 27Q: 3 clusters Score -1616057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1616058.250000 Penalty: 4883.755859
	Iteration 28Q: 3 clusters Score -1616058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1616058.500000 Penalty: 4883.755859
	Iteration 29Q: 3 clusters Score -1616058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1616058.500000 Penalty: 4883.755859
	Iteration 30F: 3 clusters Score -1616058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435726 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 243544 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 160090 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23971 members 
Entering Unmasked Estep 
Score: -93599200.000000 Penalty: 65337.207031
Splitting cluster 1 changes total score from -93598728.000000 to -93599200.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -33688.480469 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -33688.48 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 248 members 
Entering Unmasked Estep 
Score: -32287.792969 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -32287.79 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32647.306641 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -32647.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32877.597656 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -32877.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33104.769531 Penalty: 3071.411621
	Iteration 3F: 3 clusters Score -33104.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33296.925781 Penalty: 3071.411621
	Iteration 4F: 3 clusters Score -33296.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33336.863281 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -33336.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33396.757812 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -33396.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33475.625000 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -33475.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33672.539062 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -33672.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33769.812500 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -33769.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33832.382812 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -33832.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33897.410156 Penalty: 3071.411621
	Iteration 11Q: 3 clusters Score -33897.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33945.277344 Penalty: 3071.411621
	Iteration 12Q: 3 clusters Score -33945.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33954.179688 Penalty: 3071.411621
	Iteration 13Q: 3 clusters Score -33954.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33956.468750 Penalty: 3071.411621
	Iteration 14Q: 3 clusters Score -33956.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33956.468750 Penalty: 3071.411621
	Iteration 15F: 3 clusters Score -33956.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 276 members 
Mstep: Class 3 contains 435726 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 243544 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 160090 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 18 contains 213 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23971 members 
Entering Unmasked Estep 
Score: -93597576.000000 Penalty: 68776.007812
Splitting cluster 2 changes total score from -93598728.000000 to -93597576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (435726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435726 members 
Entering Unmasked Estep 
Score: -40062212.000000 Penalty: 3220.222656
	Iteration 0F: 2 clusters Score -4.006221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218279 members 
Mstep: Class 2 contains 217447 members 
Entering Unmasked Estep 
Score: -39769148.000000 Penalty: 6440.445312
	Iteration 0F: 3 clusters Score -3.976915e+07 nChanged 211719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230334 members 
Mstep: Class 2 contains 205392 members 
Entering Unmasked Estep 
Score: -39895328.000000 Penalty: 6440.445312
	Iteration 1F: 3 clusters Score -3.989533e+07 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238390 members 
Mstep: Class 2 contains 197336 members 
Entering Unmasked Estep 
Score: -39898368.000000 Penalty: 6440.445312
	Iteration 2Q: 3 clusters Score -3.989837e+07 nChanged 16477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251351 members 
Mstep: Class 2 contains 184375 members 
Entering Unmasked Estep 
Score: -39903964.000000 Penalty: 6440.445312
	Iteration 3Q: 3 clusters Score -3.990396e+07 nChanged 22848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271513 members 
Mstep: Class 2 contains 164213 members 
Entering Unmasked Estep 
Score: -39915048.000000 Penalty: 6440.445312
	Iteration 4F: 3 clusters Score -3.991505e+07 nChanged 31067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300758 members 
Mstep: Class 2 contains 134968 members 
Entering Unmasked Estep 
Score: -39935468.000000 Penalty: 6440.445312
	Iteration 5F: 3 clusters Score -3.993547e+07 nChanged 38044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337792 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -39966884.000000 Penalty: 6440.445312
	Iteration 6F: 3 clusters Score -3.996688e+07 nChanged 38022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375440 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -40003552.000000 Penalty: 6440.445312
	Iteration 7F: 3 clusters Score -4.000355e+07 nChanged 28347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403691 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -40031584.000000 Penalty: 6440.445312
	Iteration 8F: 3 clusters Score -4.003158e+07 nChanged 15969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419632 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -40047112.000000 Penalty: 6440.445312
	Iteration 9Q: 3 clusters Score -4.004711e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426962 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -40054100.000000 Penalty: 6440.445312
	Iteration 10Q: 3 clusters Score -4.00541e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429899 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -40057164.000000 Penalty: 6440.445312
	Iteration 11Q: 3 clusters Score -4.005716e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431026 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -40058240.000000 Penalty: 6440.445312
	Iteration 12Q: 3 clusters Score -4.005824e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431632 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -40058836.000000 Penalty: 6440.445312
	Iteration 13Q: 3 clusters Score -4.005884e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432052 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -40059092.000000 Penalty: 6440.445312
	Iteration 14Q: 3 clusters Score -4.005909e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432342 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -40059200.000000 Penalty: 6440.445312
	Iteration 15Q: 3 clusters Score -4.00592e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432541 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -40059288.000000 Penalty: 6440.445312
	Iteration 16Q: 3 clusters Score -4.005929e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432702 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -40059348.000000 Penalty: 6440.445312
	Iteration 17Q: 3 clusters Score -4.005935e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432827 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -40059384.000000 Penalty: 6440.445312
	Iteration 18Q: 3 clusters Score -4.005938e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432931 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -40059488.000000 Penalty: 6440.445312
	Iteration 19Q: 3 clusters Score -4.005949e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433015 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -40059556.000000 Penalty: 6440.445312
	Iteration 20F: 3 clusters Score -4.005956e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433085 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -40059568.000000 Penalty: 6440.445312
	Iteration 21Q: 3 clusters Score -4.005957e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433141 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -40059576.000000 Penalty: 6440.445312
	Iteration 22Q: 3 clusters Score -4.005958e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433196 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -40059604.000000 Penalty: 6440.445312
	Iteration 23Q: 3 clusters Score -4.00596e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433238 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -40059624.000000 Penalty: 6440.445312
	Iteration 24Q: 3 clusters Score -4.005962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433270 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -40059644.000000 Penalty: 6440.445312
	Iteration 25Q: 3 clusters Score -4.005964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433290 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -40059632.000000 Penalty: 6440.445312
	Iteration 26Q: 3 clusters Score -4.005963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433304 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -40059604.000000 Penalty: 6440.445312
	Iteration 27Q: 3 clusters Score -4.00596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433325 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -40059624.000000 Penalty: 6440.445312
	Iteration 28Q: 3 clusters Score -4.005962e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433346 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -40059600.000000 Penalty: 6440.445312
	Iteration 29Q: 3 clusters Score -4.00596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433358 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -40059600.000000 Penalty: 6440.445312
	Iteration 30Q: 3 clusters Score -4.00596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433370 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -40059612.000000 Penalty: 6440.445312
	Iteration 31Q: 3 clusters Score -4.005961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433377 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -40059616.000000 Penalty: 6440.445312
	Iteration 32Q: 3 clusters Score -4.005962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433385 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -40059616.000000 Penalty: 6440.445312
	Iteration 33Q: 3 clusters Score -4.005962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433388 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -40059624.000000 Penalty: 6440.445312
	Iteration 34Q: 3 clusters Score -4.005962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433393 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -40059620.000000 Penalty: 6440.445312
	Iteration 35Q: 3 clusters Score -4.005962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433401 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -40059616.000000 Penalty: 6440.445312
	Iteration 36Q: 3 clusters Score -4.005962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433410 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -40059648.000000 Penalty: 6440.445312
	Iteration 37Q: 3 clusters Score -4.005965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433428 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -40059624.000000 Penalty: 6440.445312
	Iteration 38Q: 3 clusters Score -4.005962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433449 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -40059632.000000 Penalty: 6440.445312
	Iteration 39Q: 3 clusters Score -4.005963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433463 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -40059616.000000 Penalty: 6440.445312
	Iteration 40F: 3 clusters Score -4.005962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433473 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -40059624.000000 Penalty: 6440.445312
	Iteration 41Q: 3 clusters Score -4.005962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433477 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -40059636.000000 Penalty: 6440.445312
	Iteration 42Q: 3 clusters Score -4.005964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433480 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -40059652.000000 Penalty: 6440.445312
	Iteration 43Q: 3 clusters Score -4.005965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433483 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -40059648.000000 Penalty: 6440.445312
	Iteration 44Q: 3 clusters Score -4.005965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433485 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -40059660.000000 Penalty: 6440.445312
	Iteration 45Q: 3 clusters Score -4.005966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433486 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -40059640.000000 Penalty: 6440.445312
	Iteration 46Q: 3 clusters Score -4.005964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433490 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -40059640.000000 Penalty: 6440.445312
	Iteration 47Q: 3 clusters Score -4.005964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433498 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -40059644.000000 Penalty: 6440.445312
	Iteration 48Q: 3 clusters Score -4.005964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433509 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -40059668.000000 Penalty: 6440.445312
	Iteration 49Q: 3 clusters Score -4.005967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433519 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -40059680.000000 Penalty: 6440.445312
	Iteration 50Q: 3 clusters Score -4.005968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433529 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -40059672.000000 Penalty: 6440.445312
	Iteration 51Q: 3 clusters Score -4.005967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433537 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -40059668.000000 Penalty: 6440.445312
	Iteration 52Q: 3 clusters Score -4.005967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433541 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -40059692.000000 Penalty: 6440.445312
	Iteration 53Q: 3 clusters Score -4.005969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433545 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -40059708.000000 Penalty: 6440.445312
	Iteration 54Q: 3 clusters Score -4.005971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433546 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -40059712.000000 Penalty: 6440.445312
	Iteration 55Q: 3 clusters Score -4.005971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433552 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -40059744.000000 Penalty: 6440.445312
	Iteration 56Q: 3 clusters Score -4.005974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433557 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -40059748.000000 Penalty: 6440.445312
	Iteration 57Q: 3 clusters Score -4.005975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433559 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -40059748.000000 Penalty: 6440.445312
	Iteration 58Q: 3 clusters Score -4.005975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433560 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -40059744.000000 Penalty: 6440.445312
	Iteration 59Q: 3 clusters Score -4.005974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433564 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -40059744.000000 Penalty: 6440.445312
	Iteration 60F: 3 clusters Score -4.005974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433572 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -40059748.000000 Penalty: 6440.445312
	Iteration 61Q: 3 clusters Score -4.005975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433580 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -40059720.000000 Penalty: 6440.445312
	Iteration 62Q: 3 clusters Score -4.005972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433583 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -40059748.000000 Penalty: 6440.445312
	Iteration 63Q: 3 clusters Score -4.005975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433587 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -40059748.000000 Penalty: 6440.445312
	Iteration 64Q: 3 clusters Score -4.005975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433590 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -40059736.000000 Penalty: 6440.445312
	Iteration 65Q: 3 clusters Score -4.005974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433596 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -40059748.000000 Penalty: 6440.445312
	Iteration 66Q: 3 clusters Score -4.005975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433603 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -40059748.000000 Penalty: 6440.445312
	Iteration 67Q: 3 clusters Score -4.005975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433608 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -40059752.000000 Penalty: 6440.445312
	Iteration 68Q: 3 clusters Score -4.005975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433611 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -40059724.000000 Penalty: 6440.445312
	Iteration 69Q: 3 clusters Score -4.005972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433613 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -40059712.000000 Penalty: 6440.445312
	Iteration 70Q: 3 clusters Score -4.005971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433617 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -40059692.000000 Penalty: 6440.445312
	Iteration 71Q: 3 clusters Score -4.005969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433621 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -40059712.000000 Penalty: 6440.445312
	Iteration 72Q: 3 clusters Score -4.005971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433627 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -40059732.000000 Penalty: 6440.445312
	Iteration 73Q: 3 clusters Score -4.005973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433633 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -40059740.000000 Penalty: 6440.445312
	Iteration 74Q: 3 clusters Score -4.005974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433634 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -40059744.000000 Penalty: 6440.445312
	Iteration 75Q: 3 clusters Score -4.005974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433636 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -40059752.000000 Penalty: 6440.445312
	Iteration 76Q: 3 clusters Score -4.005975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433638 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -40059740.000000 Penalty: 6440.445312
	Iteration 77Q: 3 clusters Score -4.005974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433640 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -40059744.000000 Penalty: 6440.445312
	Iteration 78Q: 3 clusters Score -4.005974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433641 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -40059732.000000 Penalty: 6440.445312
	Iteration 79Q: 3 clusters Score -4.005973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433641 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -40059740.000000 Penalty: 6440.445312
	Iteration 80F: 3 clusters Score -4.005974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433644 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -40059752.000000 Penalty: 6440.445312
	Iteration 81Q: 3 clusters Score -4.005975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433648 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -40059756.000000 Penalty: 6440.445312
	Iteration 82Q: 3 clusters Score -4.005976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433654 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -40059752.000000 Penalty: 6440.445312
	Iteration 83Q: 3 clusters Score -4.005975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433660 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -40059748.000000 Penalty: 6440.445312
	Iteration 84Q: 3 clusters Score -4.005975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433663 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -40059776.000000 Penalty: 6440.445312
	Iteration 85Q: 3 clusters Score -4.005978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433665 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -40059784.000000 Penalty: 6440.445312
	Iteration 86Q: 3 clusters Score -4.005978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433667 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -40059796.000000 Penalty: 6440.445312
	Iteration 87Q: 3 clusters Score -4.00598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433669 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -40059772.000000 Penalty: 6440.445312
	Iteration 88Q: 3 clusters Score -4.005977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433673 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -40059744.000000 Penalty: 6440.445312
	Iteration 89Q: 3 clusters Score -4.005974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433675 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -40059756.000000 Penalty: 6440.445312
	Iteration 90Q: 3 clusters Score -4.005976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433677 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -40059760.000000 Penalty: 6440.445312
	Iteration 91Q: 3 clusters Score -4.005976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433678 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -40059736.000000 Penalty: 6440.445312
	Iteration 92Q: 3 clusters Score -4.005974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433680 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -40059740.000000 Penalty: 6440.445312
	Iteration 93Q: 3 clusters Score -4.005974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433680 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -40059740.000000 Penalty: 6440.445312
	Iteration 94F: 3 clusters Score -4.005974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Entering Unmasked Estep 
Score: -1303173.625000 Penalty: 2389.857422
	Iteration 0F: 2 clusters Score -1303174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1292060.125000 Penalty: 4779.714844
	Iteration 0F: 3 clusters Score -1292060 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1295601.125000 Penalty: 4779.714844
	Iteration 1F: 3 clusters Score -1295601 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1295996.750000 Penalty: 4779.714844
	Iteration 2F: 3 clusters Score -1295997 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1296328.625000 Penalty: 4779.714844
	Iteration 3Q: 3 clusters Score -1296329 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1296619.250000 Penalty: 4779.714844
	Iteration 4Q: 3 clusters Score -1296619 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1296908.875000 Penalty: 4779.714844
	Iteration 5Q: 3 clusters Score -1296909 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1297193.625000 Penalty: 4779.714844
	Iteration 6Q: 3 clusters Score -1297194 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1297517.625000 Penalty: 4779.714844
	Iteration 7Q: 3 clusters Score -1297518 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1297838.875000 Penalty: 4779.714844
	Iteration 8Q: 3 clusters Score -1297839 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1298183.875000 Penalty: 4779.714844
	Iteration 9Q: 3 clusters Score -1298184 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1298494.500000 Penalty: 4779.714844
	Iteration 10Q: 3 clusters Score -1298494 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1298757.500000 Penalty: 4779.714844
	Iteration 11Q: 3 clusters Score -1298758 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1298972.000000 Penalty: 4779.714844
	Iteration 12Q: 3 clusters Score -1298972 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1299156.375000 Penalty: 4779.714844
	Iteration 13Q: 3 clusters Score -1299156 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1299293.125000 Penalty: 4779.714844
	Iteration 14Q: 3 clusters Score -1299293 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1299423 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1299515 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1299662 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1299715 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1299763.125000 Penalty: 4779.714844
	Iteration 20F: 3 clusters Score -1299763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1299791 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1299836.625000 Penalty: 4779.714844
	Iteration 22Q: 3 clusters Score -1299837 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1299856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1299885.750000 Penalty: 4779.714844
	Iteration 24Q: 3 clusters Score -1299886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1299908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1299931.875000 Penalty: 4779.714844
	Iteration 26Q: 3 clusters Score -1299932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1299959 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1299980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1300006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1300031.875000 Penalty: 4779.714844
	Iteration 30Q: 3 clusters Score -1300032 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1300058.500000 Penalty: 4779.714844
	Iteration 31Q: 3 clusters Score -1300058 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1300090 nChanged 119
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Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1300123.250000 Penalty: 4779.714844
	Iteration 33Q: 3 clusters Score -1300123 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1300164.375000 Penalty: 4779.714844
	Iteration 34Q: 3 clusters Score -1300164 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1300198.125000 Penalty: 4779.714844
	Iteration 35Q: 3 clusters Score -1300198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1300228.250000 Penalty: 4779.714844
	Iteration 36Q: 3 clusters Score -1300228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1300266.125000 Penalty: 4779.714844
	Iteration 37Q: 3 clusters Score -1300266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1300303.250000 Penalty: 4779.714844
	Iteration 38Q: 3 clusters Score -1300303 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1300325.750000 Penalty: 4779.714844
	Iteration 39Q: 3 clusters Score -1300326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1300367.875000 Penalty: 4779.714844
	Iteration 40F: 3 clusters Score -1300368 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1300401 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1300435 nChanged 98
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Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1300465 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1300496 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1300512.625000 Penalty: 4779.714844
	Iteration 45Q: 3 clusters Score -1300513 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1300532 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1300547 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1300563.500000 Penalty: 4779.714844
	Iteration 48Q: 3 clusters Score -1300564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1300576.625000 Penalty: 4779.714844
	Iteration 49Q: 3 clusters Score -1300577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1300593.250000 Penalty: 4779.714844
	Iteration 50Q: 3 clusters Score -1300593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1300614.500000 Penalty: 4779.714844
	Iteration 51Q: 3 clusters Score -1300614 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1300627.875000 Penalty: 4779.714844
	Iteration 52Q: 3 clusters Score -1300628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1300653.000000 Penalty: 4779.714844
	Iteration 53Q: 3 clusters Score -1300653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1300674.125000 Penalty: 4779.714844
	Iteration 54Q: 3 clusters Score -1300674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1300694.750000 Penalty: 4779.714844
	Iteration 55Q: 3 clusters Score -1300695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1300714.625000 Penalty: 4779.714844
	Iteration 56Q: 3 clusters Score -1300715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1300738.000000 Penalty: 4779.714844
	Iteration 57Q: 3 clusters Score -1300738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1300758.375000 Penalty: 4779.714844
	Iteration 58Q: 3 clusters Score -1300758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1300763.625000 Penalty: 4779.714844
	Iteration 59Q: 3 clusters Score -1300764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1300774.750000 Penalty: 4779.714844
	Iteration 60F: 3 clusters Score -1300775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1300781.875000 Penalty: 4779.714844
	Iteration 61Q: 3 clusters Score -1300782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1300788.125000 Penalty: 4779.714844
	Iteration 62Q: 3 clusters Score -1300788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1300795.375000 Penalty: 4779.714844
	Iteration 63Q: 3 clusters Score -1300795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1300802.375000 Penalty: 4779.714844
	Iteration 64Q: 3 clusters Score -1300802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1300807.250000 Penalty: 4779.714844
	Iteration 65Q: 3 clusters Score -1300807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1300815.125000 Penalty: 4779.714844
	Iteration 66Q: 3 clusters Score -1300815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1300825.125000 Penalty: 4779.714844
	Iteration 67Q: 3 clusters Score -1300825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1300829.000000 Penalty: 4779.714844
	Iteration 68Q: 3 clusters Score -1300829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1300836.750000 Penalty: 4779.714844
	Iteration 69Q: 3 clusters Score -1300837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1300838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1300842.250000 Penalty: 4779.714844
	Iteration 71Q: 3 clusters Score -1300842 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1300839.750000 Penalty: 4779.714844
	Iteration 72Q: 3 clusters Score -1300840 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1300843.125000 Penalty: 4779.714844
	Iteration 73Q: 3 clusters Score -1300843 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12877 members 
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Score: -1300844.500000 Penalty: 4779.714844
	Iteration 74Q: 3 clusters Score -1300844 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1300846.750000 Penalty: 4779.714844
	Iteration 75Q: 3 clusters Score -1300847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1300845.875000 Penalty: 4779.714844
	Iteration 76Q: 3 clusters Score -1300846 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12891 members 
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	Iteration 77Q: 3 clusters Score -1300847 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1300851.625000 Penalty: 4779.714844
	Iteration 78Q: 3 clusters Score -1300852 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1300851.375000 Penalty: 4779.714844
	Iteration 79Q: 3 clusters Score -1300851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1300854.750000 Penalty: 4779.714844
	Iteration 80F: 3 clusters Score -1300855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1300858.500000 Penalty: 4779.714844
	Iteration 81Q: 3 clusters Score -1300858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1300864.500000 Penalty: 4779.714844
	Iteration 82Q: 3 clusters Score -1300864 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1300872.625000 Penalty: 4779.714844
	Iteration 83Q: 3 clusters Score -1300873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1300879.375000 Penalty: 4779.714844
	Iteration 84Q: 3 clusters Score -1300879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1300894.500000 Penalty: 4779.714844
	Iteration 85Q: 3 clusters Score -1300894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1300903.125000 Penalty: 4779.714844
	Iteration 86Q: 3 clusters Score -1300903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1300914.375000 Penalty: 4779.714844
	Iteration 87Q: 3 clusters Score -1300914 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1300923.625000 Penalty: 4779.714844
	Iteration 88Q: 3 clusters Score -1300924 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1300936.500000 Penalty: 4779.714844
	Iteration 89Q: 3 clusters Score -1300936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1300945.750000 Penalty: 4779.714844
	Iteration 90Q: 3 clusters Score -1300946 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1300954.500000 Penalty: 4779.714844
	Iteration 91Q: 3 clusters Score -1300954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1300955.625000 Penalty: 4779.714844
	Iteration 92Q: 3 clusters Score -1300956 nChanged 26
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1300956.625000 Penalty: 4779.714844
	Iteration 93Q: 3 clusters Score -1300957 nChanged 20
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Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1300966.000000 Penalty: 4779.714844
	Iteration 94Q: 3 clusters Score -1300966 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1300970.875000 Penalty: 4779.714844
	Iteration 95Q: 3 clusters Score -1300971 nChanged 20
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Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1300978.250000 Penalty: 4779.714844
	Iteration 96Q: 3 clusters Score -1300978 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1300981.625000 Penalty: 4779.714844
	Iteration 97Q: 3 clusters Score -1300982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1300992.375000 Penalty: 4779.714844
	Iteration 98Q: 3 clusters Score -1300992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1300993.875000 Penalty: 4779.714844
	Iteration 99Q: 3 clusters Score -1300994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1301000.625000 Penalty: 4779.714844
	Iteration 100F: 3 clusters Score -1301001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1301006.750000 Penalty: 4779.714844
	Iteration 101Q: 3 clusters Score -1301007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1301008.625000 Penalty: 4779.714844
	Iteration 102Q: 3 clusters Score -1301009 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1301013 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1301014.500000 Penalty: 4779.714844
	Iteration 104Q: 3 clusters Score -1301014 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1301017.000000 Penalty: 4779.714844
	Iteration 105Q: 3 clusters Score -1301017 nChanged 6
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Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1301017 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1301016 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1301019.500000 Penalty: 4779.714844
	Iteration 108Q: 3 clusters Score -1301020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1301019.125000 Penalty: 4779.714844
	Iteration 109Q: 3 clusters Score -1301019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1301018.125000 Penalty: 4779.714844
	Iteration 110Q: 3 clusters Score -1301018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1301017.625000 Penalty: 4779.714844
	Iteration 111Q: 3 clusters Score -1301018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1301017.000000 Penalty: 4779.714844
	Iteration 112Q: 3 clusters Score -1301017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1301017.750000 Penalty: 4779.714844
	Iteration 113Q: 3 clusters Score -1301018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1301021.250000 Penalty: 4779.714844
	Iteration 114Q: 3 clusters Score -1301021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1301021.625000 Penalty: 4779.714844
	Iteration 115Q: 3 clusters Score -1301022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1301021.000000 Penalty: 4779.714844
	Iteration 116Q: 3 clusters Score -1301021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1301022.750000 Penalty: 4779.714844
	Iteration 117Q: 3 clusters Score -1301023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1301021.875000 Penalty: 4779.714844
	Iteration 118Q: 3 clusters Score -1301022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1301024.375000 Penalty: 4779.714844
	Iteration 119Q: 3 clusters Score -1301024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1301025.875000 Penalty: 4779.714844
	Iteration 120F: 3 clusters Score -1301026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1301027.625000 Penalty: 4779.714844
	Iteration 121Q: 3 clusters Score -1301028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1301027.125000 Penalty: 4779.714844
	Iteration 122Q: 3 clusters Score -1301027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1301028.875000 Penalty: 4779.714844
	Iteration 123Q: 3 clusters Score -1301029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1301030.000000 Penalty: 4779.714844
	Iteration 124Q: 3 clusters Score -1301030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1301030.125000 Penalty: 4779.714844
	Iteration 125Q: 3 clusters Score -1301030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1301030.375000 Penalty: 4779.714844
	Iteration 126Q: 3 clusters Score -1301030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1301031.000000 Penalty: 4779.714844
	Iteration 127Q: 3 clusters Score -1301031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1301036.625000 Penalty: 4779.714844
	Iteration 128Q: 3 clusters Score -1301037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1301036.500000 Penalty: 4779.714844
	Iteration 129Q: 3 clusters Score -1301036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1301037.500000 Penalty: 4779.714844
	Iteration 130Q: 3 clusters Score -1301038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1301041.625000 Penalty: 4779.714844
	Iteration 131Q: 3 clusters Score -1301042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1301043.875000 Penalty: 4779.714844
	Iteration 132Q: 3 clusters Score -1301044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1301043.500000 Penalty: 4779.714844
	Iteration 133Q: 3 clusters Score -1301044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1301044.875000 Penalty: 4779.714844
	Iteration 134Q: 3 clusters Score -1301045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1301045.875000 Penalty: 4779.714844
	Iteration 135Q: 3 clusters Score -1301046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1301046.250000 Penalty: 4779.714844
	Iteration 136Q: 3 clusters Score -1301046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1301047.875000 Penalty: 4779.714844
	Iteration 137Q: 3 clusters Score -1301048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1301048.625000 Penalty: 4779.714844
	Iteration 138Q: 3 clusters Score -1301049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1301049.000000 Penalty: 4779.714844
	Iteration 139Q: 3 clusters Score -1301049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1301049.250000 Penalty: 4779.714844
	Iteration 140F: 3 clusters Score -1301049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1301048.625000 Penalty: 4779.714844
	Iteration 141Q: 3 clusters Score -1301049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1301048.375000 Penalty: 4779.714844
	Iteration 142Q: 3 clusters Score -1301048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1301047.750000 Penalty: 4779.714844
	Iteration 143Q: 3 clusters Score -1301048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1301054.750000 Penalty: 4779.714844
	Iteration 144Q: 3 clusters Score -1301055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1301053.500000 Penalty: 4779.714844
	Iteration 145Q: 3 clusters Score -1301054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1301053.500000 Penalty: 4779.714844
	Iteration 146F: 3 clusters Score -1301054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Entering Unmasked Estep 
Score: -1081497.500000 Penalty: 2342.383789
	Iteration 0F: 2 clusters Score -1081498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1072065.375000 Penalty: 4684.767578
	Iteration 0F: 3 clusters Score -1072065 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1075136.500000 Penalty: 4684.767578
	Iteration 1F: 3 clusters Score -1075136 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1075879.500000 Penalty: 4684.767578
	Iteration 2F: 3 clusters Score -1075880 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1076676.250000 Penalty: 4684.767578
	Iteration 3F: 3 clusters Score -1076676 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1077498.250000 Penalty: 4684.767578
	Iteration 4F: 3 clusters Score -1077498 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1078319.250000 Penalty: 4684.767578
	Iteration 5F: 3 clusters Score -1078319 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1079031.000000 Penalty: 4684.767578
	Iteration 6F: 3 clusters Score -1079031 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1079666.625000 Penalty: 4684.767578
	Iteration 7F: 3 clusters Score -1079667 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1080149.875000 Penalty: 4684.767578
	Iteration 8Q: 3 clusters Score -1080150 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1080509.250000 Penalty: 4684.767578
	Iteration 9Q: 3 clusters Score -1080509 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1080740.750000 Penalty: 4684.767578
	Iteration 10Q: 3 clusters Score -1080741 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1080905.750000 Penalty: 4684.767578
	Iteration 11Q: 3 clusters Score -1080906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1081005.750000 Penalty: 4684.767578
	Iteration 12Q: 3 clusters Score -1081006 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1081092.250000 Penalty: 4684.767578
	Iteration 13Q: 3 clusters Score -1081092 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1081151.875000 Penalty: 4684.767578
	Iteration 14Q: 3 clusters Score -1081152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1081217.875000 Penalty: 4684.767578
	Iteration 15Q: 3 clusters Score -1081218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1081287.125000 Penalty: 4684.767578
	Iteration 16Q: 3 clusters Score -1081287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1081340.125000 Penalty: 4684.767578
	Iteration 17Q: 3 clusters Score -1081340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1081398.500000 Penalty: 4684.767578
	Iteration 18Q: 3 clusters Score -1081398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1081447.750000 Penalty: 4684.767578
	Iteration 19Q: 3 clusters Score -1081448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1081497.000000 Penalty: 4684.767578
	Iteration 20F: 3 clusters Score -1081497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1081532.625000 Penalty: 4684.767578
	Iteration 21Q: 3 clusters Score -1081533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1081562.375000 Penalty: 4684.767578
	Iteration 22Q: 3 clusters Score -1081562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1081592.875000 Penalty: 4684.767578
	Iteration 23Q: 3 clusters Score -1081593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1081619.500000 Penalty: 4684.767578
	Iteration 24Q: 3 clusters Score -1081620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1081642.375000 Penalty: 4684.767578
	Iteration 25Q: 3 clusters Score -1081642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1081655.875000 Penalty: 4684.767578
	Iteration 26Q: 3 clusters Score -1081656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1081678.375000 Penalty: 4684.767578
	Iteration 27Q: 3 clusters Score -1081678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1081695.500000 Penalty: 4684.767578
	Iteration 28Q: 3 clusters Score -1081696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1081709.125000 Penalty: 4684.767578
	Iteration 29Q: 3 clusters Score -1081709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1081718.625000 Penalty: 4684.767578
	Iteration 30Q: 3 clusters Score -1081719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1081728.375000 Penalty: 4684.767578
	Iteration 31Q: 3 clusters Score -1081728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1081734.750000 Penalty: 4684.767578
	Iteration 32Q: 3 clusters Score -1081735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1081738.250000 Penalty: 4684.767578
	Iteration 33Q: 3 clusters Score -1081738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1081749.125000 Penalty: 4684.767578
	Iteration 34Q: 3 clusters Score -1081749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1081753.750000 Penalty: 4684.767578
	Iteration 35Q: 3 clusters Score -1081754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1081756.625000 Penalty: 4684.767578
	Iteration 36Q: 3 clusters Score -1081757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1081766.625000 Penalty: 4684.767578
	Iteration 37Q: 3 clusters Score -1081767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1081770.375000 Penalty: 4684.767578
	Iteration 38Q: 3 clusters Score -1081770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1081777.875000 Penalty: 4684.767578
	Iteration 39Q: 3 clusters Score -1081778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1081779.625000 Penalty: 4684.767578
	Iteration 40F: 3 clusters Score -1081780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1081783.500000 Penalty: 4684.767578
	Iteration 41Q: 3 clusters Score -1081784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1081788.000000 Penalty: 4684.767578
	Iteration 42Q: 3 clusters Score -1081788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1081786.375000 Penalty: 4684.767578
	Iteration 43Q: 3 clusters Score -1081786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1081786.625000 Penalty: 4684.767578
	Iteration 44Q: 3 clusters Score -1081787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1081787.250000 Penalty: 4684.767578
	Iteration 45Q: 3 clusters Score -1081787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1081787.875000 Penalty: 4684.767578
	Iteration 46Q: 3 clusters Score -1081788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1081787.750000 Penalty: 4684.767578
	Iteration 47Q: 3 clusters Score -1081788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1081789.625000 Penalty: 4684.767578
	Iteration 48Q: 3 clusters Score -1081790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1081791.500000 Penalty: 4684.767578
	Iteration 49Q: 3 clusters Score -1081792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1081791.000000 Penalty: 4684.767578
	Iteration 50Q: 3 clusters Score -1081791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1081790.875000 Penalty: 4684.767578
	Iteration 51Q: 3 clusters Score -1081791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1081789.875000 Penalty: 4684.767578
	Iteration 52Q: 3 clusters Score -1081790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1081790.375000 Penalty: 4684.767578
	Iteration 53Q: 3 clusters Score -1081790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1081790.375000 Penalty: 4684.767578
	Iteration 54F: 3 clusters Score -1081790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435726 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 9969 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 243544 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 160090 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 18 contains 2677 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23971 members 
Entering Unmasked Estep 
Score: -93598240.000000 Penalty: 68776.007812
Splitting cluster 5 changes total score from -93598728.000000 to -93598240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -257929.328125 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -257929.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -254669.968750 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -254670 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -256624.062500 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -256624.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -258599.906250 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -258599.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -260030.531250 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -260030.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -260594.562500 Penalty: 4012.991455
	Iteration 4F: 3 clusters Score -260594.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -260771.218750 Penalty: 4012.991455
	Iteration 5Q: 3 clusters Score -260771.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -260915.046875 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -260915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -261120.203125 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -261120.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -261257.656250 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -261257.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -261291.625000 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -261291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -261297.828125 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -261297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -261298.843750 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -261298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -261300.312500 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -261300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -261304.406250 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -261304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -261306.765625 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -261306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -261309.390625 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -261309.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -261309.390625 Penalty: 4012.991455
	Iteration 16F: 3 clusters Score -261309.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435726 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 243544 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 160090 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23971 members 
Entering Unmasked Estep 
Score: -93601184.000000 Penalty: 68776.007812
Splitting cluster 6 changes total score from -93598728.000000 to -93601184.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 7 (243544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243544 members 
Entering Unmasked Estep 
Score: -22102702.000000 Penalty: 3075.957275
	Iteration 0F: 2 clusters Score -2.21027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 121904 members 
Entering Unmasked Estep 
Score: -21938672.000000 Penalty: 6151.914551
	Iteration 0F: 3 clusters Score -2.193867e+07 nChanged 117420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -22008246.000000 Penalty: 6151.914551
	Iteration 1F: 3 clusters Score -2.200825e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 124630 members 
Entering Unmasked Estep 
Score: -22010122.000000 Penalty: 6151.914551
	Iteration 2Q: 3 clusters Score -2.201012e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 126944 members 
Entering Unmasked Estep 
Score: -22012950.000000 Penalty: 6151.914551
	Iteration 3Q: 3 clusters Score -2.201295e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112525 members 
Mstep: Class 2 contains 131019 members 
Entering Unmasked Estep 
Score: -22017524.000000 Penalty: 6151.914551
	Iteration 4Q: 3 clusters Score -2.201752e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -22023764.000000 Penalty: 6151.914551
	Iteration 5F: 3 clusters Score -2.202376e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -22032986.000000 Penalty: 6151.914551
	Iteration 6F: 3 clusters Score -2.203299e+07 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -22045454.000000 Penalty: 6151.914551
	Iteration 7F: 3 clusters Score -2.204545e+07 nChanged 17096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 171528 members 
Entering Unmasked Estep 
Score: -22059810.000000 Penalty: 6151.914551
	Iteration 8F: 3 clusters Score -2.205981e+07 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 181432 members 
Entering Unmasked Estep 
Score: -22071454.000000 Penalty: 6151.914551
	Iteration 9F: 3 clusters Score -2.207145e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 188593 members 
Entering Unmasked Estep 
Score: -22079516.000000 Penalty: 6151.914551
	Iteration 10Q: 3 clusters Score -2.207952e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 194136 members 
Entering Unmasked Estep 
Score: -22083808.000000 Penalty: 6151.914551
	Iteration 11Q: 3 clusters Score -2.208381e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 198913 members 
Entering Unmasked Estep 
Score: -22086654.000000 Penalty: 6151.914551
	Iteration 12Q: 3 clusters Score -2.208665e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 203275 members 
Entering Unmasked Estep 
Score: -22088948.000000 Penalty: 6151.914551
	Iteration 13Q: 3 clusters Score -2.208895e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 207238 members 
Entering Unmasked Estep 
Score: -22091126.000000 Penalty: 6151.914551
	Iteration 14Q: 3 clusters Score -2.209113e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 210841 members 
Entering Unmasked Estep 
Score: -22093056.000000 Penalty: 6151.914551
	Iteration 15Q: 3 clusters Score -2.209306e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 214126 members 
Entering Unmasked Estep 
Score: -22094650.000000 Penalty: 6151.914551
	Iteration 16Q: 3 clusters Score -2.209465e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 217073 members 
Entering Unmasked Estep 
Score: -22096078.000000 Penalty: 6151.914551
	Iteration 17Q: 3 clusters Score -2.209608e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 219705 members 
Entering Unmasked Estep 
Score: -22097470.000000 Penalty: 6151.914551
	Iteration 18Q: 3 clusters Score -2.209747e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 222012 members 
Entering Unmasked Estep 
Score: -22098368.000000 Penalty: 6151.914551
	Iteration 19Q: 3 clusters Score -2.209837e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 224105 members 
Entering Unmasked Estep 
Score: -22099304.000000 Penalty: 6151.914551
	Iteration 20F: 3 clusters Score -2.20993e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 225940 members 
Entering Unmasked Estep 
Score: -22100000.000000 Penalty: 6151.914551
	Iteration 21Q: 3 clusters Score -2.21e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 227587 members 
Entering Unmasked Estep 
Score: -22100648.000000 Penalty: 6151.914551
	Iteration 22Q: 3 clusters Score -2.210065e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 229059 members 
Entering Unmasked Estep 
Score: -22101198.000000 Penalty: 6151.914551
	Iteration 23Q: 3 clusters Score -2.21012e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 230369 members 
Entering Unmasked Estep 
Score: -22101634.000000 Penalty: 6151.914551
	Iteration 24Q: 3 clusters Score -2.210163e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 231550 members 
Entering Unmasked Estep 
Score: -22102104.000000 Penalty: 6151.914551
	Iteration 25Q: 3 clusters Score -2.21021e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 232561 members 
Entering Unmasked Estep 
Score: -22102464.000000 Penalty: 6151.914551
	Iteration 26Q: 3 clusters Score -2.210246e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 233415 members 
Entering Unmasked Estep 
Score: -22102720.000000 Penalty: 6151.914551
	Iteration 27Q: 3 clusters Score -2.210272e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 234154 members 
Entering Unmasked Estep 
Score: -22103010.000000 Penalty: 6151.914551
	Iteration 28Q: 3 clusters Score -2.210301e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 234800 members 
Entering Unmasked Estep 
Score: -22103206.000000 Penalty: 6151.914551
	Iteration 29Q: 3 clusters Score -2.210321e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 235367 members 
Entering Unmasked Estep 
Score: -22103382.000000 Penalty: 6151.914551
	Iteration 30Q: 3 clusters Score -2.210338e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 235814 members 
Entering Unmasked Estep 
Score: -22103616.000000 Penalty: 6151.914551
	Iteration 31Q: 3 clusters Score -2.210362e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 236226 members 
Entering Unmasked Estep 
Score: -22103814.000000 Penalty: 6151.914551
	Iteration 32Q: 3 clusters Score -2.210381e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 236602 members 
Entering Unmasked Estep 
Score: -22103970.000000 Penalty: 6151.914551
	Iteration 33Q: 3 clusters Score -2.210397e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 236914 members 
Entering Unmasked Estep 
Score: -22104114.000000 Penalty: 6151.914551
	Iteration 34Q: 3 clusters Score -2.210411e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 237169 members 
Entering Unmasked Estep 
Score: -22104222.000000 Penalty: 6151.914551
	Iteration 35Q: 3 clusters Score -2.210422e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 237352 members 
Entering Unmasked Estep 
Score: -22104296.000000 Penalty: 6151.914551
	Iteration 36Q: 3 clusters Score -2.21043e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 237510 members 
Entering Unmasked Estep 
Score: -22104366.000000 Penalty: 6151.914551
	Iteration 37Q: 3 clusters Score -2.210437e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 237628 members 
Entering Unmasked Estep 
Score: -22104394.000000 Penalty: 6151.914551
	Iteration 38Q: 3 clusters Score -2.210439e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 237714 members 
Entering Unmasked Estep 
Score: -22104382.000000 Penalty: 6151.914551
	Iteration 39Q: 3 clusters Score -2.210438e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 237776 members 
Entering Unmasked Estep 
Score: -22104408.000000 Penalty: 6151.914551
	Iteration 40F: 3 clusters Score -2.210441e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 237837 members 
Entering Unmasked Estep 
Score: -22104416.000000 Penalty: 6151.914551
	Iteration 41Q: 3 clusters Score -2.210442e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 237885 members 
Entering Unmasked Estep 
Score: -22104414.000000 Penalty: 6151.914551
	Iteration 42Q: 3 clusters Score -2.210441e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 237921 members 
Entering Unmasked Estep 
Score: -22104436.000000 Penalty: 6151.914551
	Iteration 43Q: 3 clusters Score -2.210444e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 237965 members 
Entering Unmasked Estep 
Score: -22104428.000000 Penalty: 6151.914551
	Iteration 44Q: 3 clusters Score -2.210443e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 238004 members 
Entering Unmasked Estep 
Score: -22104432.000000 Penalty: 6151.914551
	Iteration 45Q: 3 clusters Score -2.210443e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 238030 members 
Entering Unmasked Estep 
Score: -22104454.000000 Penalty: 6151.914551
	Iteration 46Q: 3 clusters Score -2.210445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 238058 members 
Entering Unmasked Estep 
Score: -22104456.000000 Penalty: 6151.914551
	Iteration 47Q: 3 clusters Score -2.210446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 238083 members 
Entering Unmasked Estep 
Score: -22104452.000000 Penalty: 6151.914551
	Iteration 48Q: 3 clusters Score -2.210445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 238096 members 
Entering Unmasked Estep 
Score: -22104482.000000 Penalty: 6151.914551
	Iteration 49Q: 3 clusters Score -2.210448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 238106 members 
Entering Unmasked Estep 
Score: -22104468.000000 Penalty: 6151.914551
	Iteration 50Q: 3 clusters Score -2.210447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 238112 members 
Entering Unmasked Estep 
Score: -22104474.000000 Penalty: 6151.914551
	Iteration 51Q: 3 clusters Score -2.210447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 238115 members 
Entering Unmasked Estep 
Score: -22104472.000000 Penalty: 6151.914551
	Iteration 52Q: 3 clusters Score -2.210447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 238116 members 
Entering Unmasked Estep 
Score: -22104474.000000 Penalty: 6151.914551
	Iteration 53Q: 3 clusters Score -2.210447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 238118 members 
Entering Unmasked Estep 
Score: -22104468.000000 Penalty: 6151.914551
	Iteration 54Q: 3 clusters Score -2.210447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 238120 members 
Entering Unmasked Estep 
Score: -22104490.000000 Penalty: 6151.914551
	Iteration 55Q: 3 clusters Score -2.210449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 238120 members 
Entering Unmasked Estep 
Score: -22104490.000000 Penalty: 6151.914551
	Iteration 56F: 3 clusters Score -2.210449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435726 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 160090 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23971 members 
Mstep: Class 21 contains 238120 members 
Entering Unmasked Estep 
Score: -93603360.000000 Penalty: 72214.812500
Splitting cluster 7 changes total score from -93598728.000000 to -93603360.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (6855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Entering Unmasked Estep 
Score: -611408.750000 Penalty: 2190.517822
	Iteration 0F: 2 clusters Score -611408.8 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 3433 members 
Entering Unmasked Estep 
Score: -605712.125000 Penalty: 4381.035645
	Iteration 0F: 3 clusters Score -605712.1 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -607237.437500 Penalty: 4381.035645
	Iteration 1F: 3 clusters Score -607237.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -607552.687500 Penalty: 4381.035645
	Iteration 2F: 3 clusters Score -607552.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -607778.625000 Penalty: 4381.035645
	Iteration 3F: 3 clusters Score -607778.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -607926.875000 Penalty: 4381.035645
	Iteration 4Q: 3 clusters Score -607926.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -608047.812500 Penalty: 4381.035645
	Iteration 5Q: 3 clusters Score -608047.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -608171.312500 Penalty: 4381.035645
	Iteration 6Q: 3 clusters Score -608171.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -608294.312500 Penalty: 4381.035645
	Iteration 7Q: 3 clusters Score -608294.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -608403.562500 Penalty: 4381.035645
	Iteration 8Q: 3 clusters Score -608403.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -608503.125000 Penalty: 4381.035645
	Iteration 9Q: 3 clusters Score -608503.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -608585.437500 Penalty: 4381.035645
	Iteration 10Q: 3 clusters Score -608585.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -608663.875000 Penalty: 4381.035645
	Iteration 11Q: 3 clusters Score -608663.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -608739.187500 Penalty: 4381.035645
	Iteration 12Q: 3 clusters Score -608739.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -608815.562500 Penalty: 4381.035645
	Iteration 13Q: 3 clusters Score -608815.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -608883.625000 Penalty: 4381.035645
	Iteration 14Q: 3 clusters Score -608883.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -608954.500000 Penalty: 4381.035645
	Iteration 15Q: 3 clusters Score -608954.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -609016.687500 Penalty: 4381.035645
	Iteration 16Q: 3 clusters Score -609016.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -609078.687500 Penalty: 4381.035645
	Iteration 17Q: 3 clusters Score -609078.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -609134.125000 Penalty: 4381.035645
	Iteration 18Q: 3 clusters Score -609134.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -609189.187500 Penalty: 4381.035645
	Iteration 19Q: 3 clusters Score -609189.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -609238.562500 Penalty: 4381.035645
	Iteration 20F: 3 clusters Score -609238.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -609284.000000 Penalty: 4381.035645
	Iteration 21Q: 3 clusters Score -609284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -609323.875000 Penalty: 4381.035645
	Iteration 22Q: 3 clusters Score -609323.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -609378.125000 Penalty: 4381.035645
	Iteration 23Q: 3 clusters Score -609378.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -609434.937500 Penalty: 4381.035645
	Iteration 24Q: 3 clusters Score -609434.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -609498.500000 Penalty: 4381.035645
	Iteration 25Q: 3 clusters Score -609498.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -609557.187500 Penalty: 4381.035645
	Iteration 26Q: 3 clusters Score -609557.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -609615.062500 Penalty: 4381.035645
	Iteration 27Q: 3 clusters Score -609615.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -609667.062500 Penalty: 4381.035645
	Iteration 28Q: 3 clusters Score -609667.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -609715.000000 Penalty: 4381.035645
	Iteration 29Q: 3 clusters Score -609715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -609759.000000 Penalty: 4381.035645
	Iteration 30Q: 3 clusters Score -609759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -609790.625000 Penalty: 4381.035645
	Iteration 31Q: 3 clusters Score -609790.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -609814.187500 Penalty: 4381.035645
	Iteration 32Q: 3 clusters Score -609814.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -609831.625000 Penalty: 4381.035645
	Iteration 33Q: 3 clusters Score -609831.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -609847.250000 Penalty: 4381.035645
	Iteration 34Q: 3 clusters Score -609847.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -609865.312500 Penalty: 4381.035645
	Iteration 35Q: 3 clusters Score -609865.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -609878.437500 Penalty: 4381.035645
	Iteration 36Q: 3 clusters Score -609878.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -609891.312500 Penalty: 4381.035645
	Iteration 37Q: 3 clusters Score -609891.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -609903.125000 Penalty: 4381.035645
	Iteration 38Q: 3 clusters Score -609903.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -609911.187500 Penalty: 4381.035645
	Iteration 39Q: 3 clusters Score -609911.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -609918.500000 Penalty: 4381.035645
	Iteration 40F: 3 clusters Score -609918.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -609928.000000 Penalty: 4381.035645
	Iteration 41Q: 3 clusters Score -609928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -609935.625000 Penalty: 4381.035645
	Iteration 42Q: 3 clusters Score -609935.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -609943.500000 Penalty: 4381.035645
	Iteration 43Q: 3 clusters Score -609943.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -609949.250000 Penalty: 4381.035645
	Iteration 44Q: 3 clusters Score -609949.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -609958.375000 Penalty: 4381.035645
	Iteration 45Q: 3 clusters Score -609958.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -609964.062500 Penalty: 4381.035645
	Iteration 46Q: 3 clusters Score -609964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -609971.000000 Penalty: 4381.035645
	Iteration 47Q: 3 clusters Score -609971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -609976.250000 Penalty: 4381.035645
	Iteration 48Q: 3 clusters Score -609976.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -609982.312500 Penalty: 4381.035645
	Iteration 49Q: 3 clusters Score -609982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -609985.937500 Penalty: 4381.035645
	Iteration 50Q: 3 clusters Score -609985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -609990.562500 Penalty: 4381.035645
	Iteration 51Q: 3 clusters Score -609990.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -609996.312500 Penalty: 4381.035645
	Iteration 52Q: 3 clusters Score -609996.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -609999.812500 Penalty: 4381.035645
	Iteration 53Q: 3 clusters Score -609999.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -610005.812500 Penalty: 4381.035645
	Iteration 54Q: 3 clusters Score -610005.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -610013.250000 Penalty: 4381.035645
	Iteration 55Q: 3 clusters Score -610013.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -610018.000000 Penalty: 4381.035645
	Iteration 56Q: 3 clusters Score -610018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -610023.187500 Penalty: 4381.035645
	Iteration 57Q: 3 clusters Score -610023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -610026.875000 Penalty: 4381.035645
	Iteration 58Q: 3 clusters Score -610026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -610033.875000 Penalty: 4381.035645
	Iteration 59Q: 3 clusters Score -610033.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -610038.375000 Penalty: 4381.035645
	Iteration 60F: 3 clusters Score -610038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -610049.562500 Penalty: 4381.035645
	Iteration 61Q: 3 clusters Score -610049.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -610061.312500 Penalty: 4381.035645
	Iteration 62Q: 3 clusters Score -610061.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -610078.875000 Penalty: 4381.035645
	Iteration 63Q: 3 clusters Score -610078.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -610098.250000 Penalty: 4381.035645
	Iteration 64Q: 3 clusters Score -610098.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -610112.125000 Penalty: 4381.035645
	Iteration 65Q: 3 clusters Score -610112.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -610128.375000 Penalty: 4381.035645
	Iteration 66Q: 3 clusters Score -610128.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -610144.562500 Penalty: 4381.035645
	Iteration 67Q: 3 clusters Score -610144.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -610154.625000 Penalty: 4381.035645
	Iteration 68Q: 3 clusters Score -610154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -610162.250000 Penalty: 4381.035645
	Iteration 69Q: 3 clusters Score -610162.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -610170.375000 Penalty: 4381.035645
	Iteration 70Q: 3 clusters Score -610170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -610174.812500 Penalty: 4381.035645
	Iteration 71Q: 3 clusters Score -610174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -610177.875000 Penalty: 4381.035645
	Iteration 72Q: 3 clusters Score -610177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -610180.187500 Penalty: 4381.035645
	Iteration 73Q: 3 clusters Score -610180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -610180.375000 Penalty: 4381.035645
	Iteration 74Q: 3 clusters Score -610180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -610182.687500 Penalty: 4381.035645
	Iteration 75Q: 3 clusters Score -610182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -610182.562500 Penalty: 4381.035645
	Iteration 76Q: 3 clusters Score -610182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -610182.562500 Penalty: 4381.035645
	Iteration 77F: 3 clusters Score -610182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -276479.281250 Penalty: 2025.714478
	Iteration 0F: 2 clusters Score -276479.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -273000.687500 Penalty: 4051.428955
	Iteration 0F: 3 clusters Score -273000.7 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -275578.750000 Penalty: 4051.428955
	Iteration 1F: 3 clusters Score -275578.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -276578.281250 Penalty: 4051.428955
	Iteration 2F: 3 clusters Score -276578.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -277294.375000 Penalty: 4051.428955
	Iteration 3F: 3 clusters Score -277294.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -277916.718750 Penalty: 4051.428955
	Iteration 4F: 3 clusters Score -277916.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -278515.843750 Penalty: 4051.428955
	Iteration 5F: 3 clusters Score -278515.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -279054.875000 Penalty: 4051.428955
	Iteration 6F: 3 clusters Score -279054.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -279527.312500 Penalty: 4051.428955
	Iteration 7F: 3 clusters Score -279527.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -279982.000000 Penalty: 4051.428955
	Iteration 8Q: 3 clusters Score -279982 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -280833.843750 Penalty: 4051.428955
	Iteration 9Q: 3 clusters Score -280833.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -281210.031250 Penalty: 4051.428955
	Iteration 10Q: 3 clusters Score -281210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -281837.375000 Penalty: 4051.428955
	Iteration 11Q: 3 clusters Score -281837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -281985.125000 Penalty: 4051.428955
	Iteration 12Q: 3 clusters Score -281985.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -281998.781250 Penalty: 4051.428955
	Iteration 13Q: 3 clusters Score -281998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -281999.187500 Penalty: 4051.428955
	Iteration 14Q: 3 clusters Score -281999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -281999.187500 Penalty: 4051.428955
	Iteration 15F: 3 clusters Score -281999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435726 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 160090 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23971 members 
Mstep: Class 21 contains 238120 members 
Mstep: Class 22 contains 1051 members 
Entering Unmasked Estep 
Score: -93607400.000000 Penalty: 75653.609375
Splitting cluster 9 changes total score from -93598728.000000 to -93607400.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -51083.996094 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -51084 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 375 members 
Entering Unmasked Estep 
Score: -49560.468750 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -49560.47 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50116.773438 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -50116.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50470.605469 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -50470.61 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50910.718750 Penalty: 3249.335693
	Iteration 3F: 3 clusters Score -50910.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51343.800781 Penalty: 3249.335693
	Iteration 4F: 3 clusters Score -51343.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51824.632812 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -51824.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51932.039062 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -51932.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51975.578125 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -51975.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52000.734375 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -52000.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52006.050781 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -52006.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52017.785156 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -52017.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52047.410156 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -52047.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52080.796875 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -52080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52094.328125 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -52094.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52099.675781 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -52099.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52103.007812 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -52103.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52107.191406 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -52107.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52115.671875 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -52115.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52125.753906 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -52125.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52174.632812 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -52174.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52275.910156 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -52275.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52490.058594 Penalty: 3249.335693
	Iteration 21Q: 3 clusters Score -52490.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52588.574219 Penalty: 3249.335693
	Iteration 22Q: 3 clusters Score -52588.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52593.605469 Penalty: 3249.335693
	Iteration 23Q: 3 clusters Score -52593.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52595.679688 Penalty: 3249.335693
	Iteration 24Q: 3 clusters Score -52595.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52595.679688 Penalty: 3249.335693
	Iteration 25F: 3 clusters Score -52595.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435726 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 476 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 160090 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23971 members 
Mstep: Class 21 contains 238120 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 224 members 
Entering Unmasked Estep 
Score: -93607312.000000 Penalty: 79092.414062
Splitting cluster 10 changes total score from -93598728.000000 to -93607312.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (19362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Entering Unmasked Estep 
Score: -1835179.125000 Penalty: 2448.024902
	Iteration 0F: 2 clusters Score -1835179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1821520.625000 Penalty: 4896.049805
	Iteration 0F: 3 clusters Score -1821521 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1826229.750000 Penalty: 4896.049805
	Iteration 1F: 3 clusters Score -1826230 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1826697.250000 Penalty: 4896.049805
	Iteration 2F: 3 clusters Score -1826697 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1827208.500000 Penalty: 4896.049805
	Iteration 3F: 3 clusters Score -1827208 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1827792.500000 Penalty: 4896.049805
	Iteration 4F: 3 clusters Score -1827792 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1828676.125000 Penalty: 4896.049805
	Iteration 5F: 3 clusters Score -1828676 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1829924.250000 Penalty: 4896.049805
	Iteration 6F: 3 clusters Score -1829924 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1831232.375000 Penalty: 4896.049805
	Iteration 7F: 3 clusters Score -1831232 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1832196.625000 Penalty: 4896.049805
	Iteration 8F: 3 clusters Score -1832197 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1832727.875000 Penalty: 4896.049805
	Iteration 9Q: 3 clusters Score -1832728 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1832959.750000 Penalty: 4896.049805
	Iteration 10Q: 3 clusters Score -1832960 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1833063.000000 Penalty: 4896.049805
	Iteration 11Q: 3 clusters Score -1833063 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1833116.500000 Penalty: 4896.049805
	Iteration 12Q: 3 clusters Score -1833116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1833142.000000 Penalty: 4896.049805
	Iteration 13Q: 3 clusters Score -1833142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1833173.250000 Penalty: 4896.049805
	Iteration 14Q: 3 clusters Score -1833173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1833178.625000 Penalty: 4896.049805
	Iteration 15Q: 3 clusters Score -1833179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1833194.750000 Penalty: 4896.049805
	Iteration 16Q: 3 clusters Score -1833195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1833199.500000 Penalty: 4896.049805
	Iteration 17Q: 3 clusters Score -1833200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1833207.000000 Penalty: 4896.049805
	Iteration 18Q: 3 clusters Score -1833207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1833213.250000 Penalty: 4896.049805
	Iteration 19Q: 3 clusters Score -1833213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1833221.625000 Penalty: 4896.049805
	Iteration 20F: 3 clusters Score -1833222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1833224.875000 Penalty: 4896.049805
	Iteration 21Q: 3 clusters Score -1833225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1833228.625000 Penalty: 4896.049805
	Iteration 22Q: 3 clusters Score -1833229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1833236.625000 Penalty: 4896.049805
	Iteration 23Q: 3 clusters Score -1833237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1833242.000000 Penalty: 4896.049805
	Iteration 24Q: 3 clusters Score -1833242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1833247.000000 Penalty: 4896.049805
	Iteration 25Q: 3 clusters Score -1833247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1833246.875000 Penalty: 4896.049805
	Iteration 26Q: 3 clusters Score -1833247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1833246.250000 Penalty: 4896.049805
	Iteration 27Q: 3 clusters Score -1833246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1833245.250000 Penalty: 4896.049805
	Iteration 28Q: 3 clusters Score -1833245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1833247.500000 Penalty: 4896.049805
	Iteration 29Q: 3 clusters Score -1833248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1833246.250000 Penalty: 4896.049805
	Iteration 30Q: 3 clusters Score -1833246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1833246.250000 Penalty: 4896.049805
	Iteration 31Q: 3 clusters Score -1833246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1833246.250000 Penalty: 4896.049805
	Iteration 32F: 3 clusters Score -1833246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -537607.562500 Penalty: 2162.066162
	Iteration 0F: 2 clusters Score -537607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -532374.437500 Penalty: 4324.132324
	Iteration 0F: 3 clusters Score -532374.4 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -533723.187500 Penalty: 4324.132324
	Iteration 1F: 3 clusters Score -533723.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -533944.062500 Penalty: 4324.132324
	Iteration 2F: 3 clusters Score -533944.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -534079.937500 Penalty: 4324.132324
	Iteration 3Q: 3 clusters Score -534079.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -534170.750000 Penalty: 4324.132324
	Iteration 4Q: 3 clusters Score -534170.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -534230.250000 Penalty: 4324.132324
	Iteration 5Q: 3 clusters Score -534230.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -534271.687500 Penalty: 4324.132324
	Iteration 6Q: 3 clusters Score -534271.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -534307.812500 Penalty: 4324.132324
	Iteration 7Q: 3 clusters Score -534307.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -534335.875000 Penalty: 4324.132324
	Iteration 8Q: 3 clusters Score -534335.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -534358.500000 Penalty: 4324.132324
	Iteration 9Q: 3 clusters Score -534358.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -534381.750000 Penalty: 4324.132324
	Iteration 10Q: 3 clusters Score -534381.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -534405.937500 Penalty: 4324.132324
	Iteration 11Q: 3 clusters Score -534405.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -534434.500000 Penalty: 4324.132324
	Iteration 12Q: 3 clusters Score -534434.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -534458.687500 Penalty: 4324.132324
	Iteration 13Q: 3 clusters Score -534458.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -534482.937500 Penalty: 4324.132324
	Iteration 14Q: 3 clusters Score -534482.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -534505.500000 Penalty: 4324.132324
	Iteration 15Q: 3 clusters Score -534505.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -534524.750000 Penalty: 4324.132324
	Iteration 16Q: 3 clusters Score -534524.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -534548.125000 Penalty: 4324.132324
	Iteration 17Q: 3 clusters Score -534548.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -534578.125000 Penalty: 4324.132324
	Iteration 18Q: 3 clusters Score -534578.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -534608.062500 Penalty: 4324.132324
	Iteration 19Q: 3 clusters Score -534608.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -534641.062500 Penalty: 4324.132324
	Iteration 20F: 3 clusters Score -534641.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -534675.000000 Penalty: 4324.132324
	Iteration 21Q: 3 clusters Score -534675 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -534712.000000 Penalty: 4324.132324
	Iteration 22Q: 3 clusters Score -534712 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -534761.250000 Penalty: 4324.132324
	Iteration 23Q: 3 clusters Score -534761.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -534821.000000 Penalty: 4324.132324
	Iteration 24Q: 3 clusters Score -534821 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -534867.062500 Penalty: 4324.132324
	Iteration 25Q: 3 clusters Score -534867.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -534915.562500 Penalty: 4324.132324
	Iteration 26Q: 3 clusters Score -534915.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -534964.312500 Penalty: 4324.132324
	Iteration 27Q: 3 clusters Score -534964.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -535011.687500 Penalty: 4324.132324
	Iteration 28Q: 3 clusters Score -535011.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -535067.312500 Penalty: 4324.132324
	Iteration 29Q: 3 clusters Score -535067.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -535132.562500 Penalty: 4324.132324
	Iteration 30Q: 3 clusters Score -535132.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -535188.812500 Penalty: 4324.132324
	Iteration 31Q: 3 clusters Score -535188.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -535242.625000 Penalty: 4324.132324
	Iteration 32Q: 3 clusters Score -535242.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -535283.687500 Penalty: 4324.132324
	Iteration 33Q: 3 clusters Score -535283.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -535315.187500 Penalty: 4324.132324
	Iteration 34Q: 3 clusters Score -535315.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -535341.687500 Penalty: 4324.132324
	Iteration 35Q: 3 clusters Score -535341.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -535371.312500 Penalty: 4324.132324
	Iteration 36Q: 3 clusters Score -535371.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -535403.062500 Penalty: 4324.132324
	Iteration 37Q: 3 clusters Score -535403.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -535430.937500 Penalty: 4324.132324
	Iteration 38Q: 3 clusters Score -535430.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -535454.000000 Penalty: 4324.132324
	Iteration 39Q: 3 clusters Score -535454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -535477.312500 Penalty: 4324.132324
	Iteration 40F: 3 clusters Score -535477.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -535503.687500 Penalty: 4324.132324
	Iteration 41Q: 3 clusters Score -535503.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -535517.625000 Penalty: 4324.132324
	Iteration 42Q: 3 clusters Score -535517.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -535530.187500 Penalty: 4324.132324
	Iteration 43Q: 3 clusters Score -535530.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -535547.750000 Penalty: 4324.132324
	Iteration 44Q: 3 clusters Score -535547.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -535562.937500 Penalty: 4324.132324
	Iteration 45Q: 3 clusters Score -535562.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -535574.312500 Penalty: 4324.132324
	Iteration 46Q: 3 clusters Score -535574.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -535584.812500 Penalty: 4324.132324
	Iteration 47Q: 3 clusters Score -535584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -535593.500000 Penalty: 4324.132324
	Iteration 48Q: 3 clusters Score -535593.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -535602.562500 Penalty: 4324.132324
	Iteration 49Q: 3 clusters Score -535602.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -535610.000000 Penalty: 4324.132324
	Iteration 50Q: 3 clusters Score -535610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -535618.937500 Penalty: 4324.132324
	Iteration 51Q: 3 clusters Score -535618.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -535630.375000 Penalty: 4324.132324
	Iteration 52Q: 3 clusters Score -535630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -535637.750000 Penalty: 4324.132324
	Iteration 53Q: 3 clusters Score -535637.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -535642.500000 Penalty: 4324.132324
	Iteration 54Q: 3 clusters Score -535642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -535647.625000 Penalty: 4324.132324
	Iteration 55Q: 3 clusters Score -535647.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -535655.625000 Penalty: 4324.132324
	Iteration 56Q: 3 clusters Score -535655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -535658.250000 Penalty: 4324.132324
	Iteration 57Q: 3 clusters Score -535658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -535660.312500 Penalty: 4324.132324
	Iteration 58Q: 3 clusters Score -535660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -535661.125000 Penalty: 4324.132324
	Iteration 59Q: 3 clusters Score -535661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -535661.312500 Penalty: 4324.132324
	Iteration 60F: 3 clusters Score -535661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160090 members 
Entering Unmasked Estep 
Score: -14330745.000000 Penalty: 2971.906006
	Iteration 0F: 2 clusters Score -1.433074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -14223492.000000 Penalty: 5943.812012
	Iteration 0F: 3 clusters Score -1.422349e+07 nChanged 76436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -14268127.000000 Penalty: 5943.812012
	Iteration 1F: 3 clusters Score -1.426813e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -14269291.000000 Penalty: 5943.812012
	Iteration 2Q: 3 clusters Score -1.426929e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -14271193.000000 Penalty: 5943.812012
	Iteration 3Q: 3 clusters Score -1.427119e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -14274139.000000 Penalty: 5943.812012
	Iteration 4Q: 3 clusters Score -1.427414e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -14279618.000000 Penalty: 5943.812012
	Iteration 5F: 3 clusters Score -1.427962e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -14288780.000000 Penalty: 5943.812012
	Iteration 6F: 3 clusters Score -1.428878e+07 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 132737 members 
Entering Unmasked Estep 
Score: -14301588.000000 Penalty: 5943.812012
	Iteration 7F: 3 clusters Score -1.430159e+07 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 145698 members 
Entering Unmasked Estep 
Score: -14314491.000000 Penalty: 5943.812012
	Iteration 8F: 3 clusters Score -1.431449e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 154100 members 
Entering Unmasked Estep 
Score: -14322674.000000 Penalty: 5943.812012
	Iteration 9F: 3 clusters Score -1.432267e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 157902 members 
Entering Unmasked Estep 
Score: -14326209.000000 Penalty: 5943.812012
	Iteration 10Q: 3 clusters Score -1.432621e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 159158 members 
Entering Unmasked Estep 
Score: -14327428.000000 Penalty: 5943.812012
	Iteration 11Q: 3 clusters Score -1.432743e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -14327854.000000 Penalty: 5943.812012
	Iteration 12Q: 3 clusters Score -1.432785e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 159685 members 
Entering Unmasked Estep 
Score: -14328046.000000 Penalty: 5943.812012
	Iteration 13Q: 3 clusters Score -1.432805e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -14328141.000000 Penalty: 5943.812012
	Iteration 14Q: 3 clusters Score -1.432814e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 159759 members 
Entering Unmasked Estep 
Score: -14328167.000000 Penalty: 5943.812012
	Iteration 15Q: 3 clusters Score -1.432817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 159772 members 
Entering Unmasked Estep 
Score: -14328200.000000 Penalty: 5943.812012
	Iteration 16Q: 3 clusters Score -1.43282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 159781 members 
Entering Unmasked Estep 
Score: -14328224.000000 Penalty: 5943.812012
	Iteration 17Q: 3 clusters Score -1.432822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 159789 members 
Entering Unmasked Estep 
Score: -14328227.000000 Penalty: 5943.812012
	Iteration 18Q: 3 clusters Score -1.432823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -14328238.000000 Penalty: 5943.812012
	Iteration 19Q: 3 clusters Score -1.432824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 159801 members 
Entering Unmasked Estep 
Score: -14328236.000000 Penalty: 5943.812012
	Iteration 20F: 3 clusters Score -1.432824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 159803 members 
Entering Unmasked Estep 
Score: -14328237.000000 Penalty: 5943.812012
	Iteration 21Q: 3 clusters Score -1.432824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -14328243.000000 Penalty: 5943.812012
	Iteration 22Q: 3 clusters Score -1.432824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -14328243.000000 Penalty: 5943.812012
	Iteration 23F: 3 clusters Score -1.432824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Entering Unmasked Estep 
Score: -4134191.750000 Penalty: 2660.857178
	Iteration 0F: 2 clusters Score -4134192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4103404.000000 Penalty: 5321.714355
	Iteration 0F: 3 clusters Score -4103404 nChanged 20913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -4115189.750000 Penalty: 5321.714355
	Iteration 1F: 3 clusters Score -4115190 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4116437.750000 Penalty: 5321.714355
	Iteration 2F: 3 clusters Score -4116438 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -4117975.250000 Penalty: 5321.714355
	Iteration 3F: 3 clusters Score -4117975 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -4119728.250000 Penalty: 5321.714355
	Iteration 4F: 3 clusters Score -4119728 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4121587.750000 Penalty: 5321.714355
	Iteration 5F: 3 clusters Score -4121588 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4123534.000000 Penalty: 5321.714355
	Iteration 6F: 3 clusters Score -4123534 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4125442.750000 Penalty: 5321.714355
	Iteration 7F: 3 clusters Score -4125443 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4127273.750000 Penalty: 5321.714355
	Iteration 8Q: 3 clusters Score -4127274 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -4128828.250000 Penalty: 5321.714355
	Iteration 9Q: 3 clusters Score -4128828 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4130022.250000 Penalty: 5321.714355
	Iteration 10Q: 3 clusters Score -4130022 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4130727.500000 Penalty: 5321.714355
	Iteration 11Q: 3 clusters Score -4130728 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -4131161.250000 Penalty: 5321.714355
	Iteration 12Q: 3 clusters Score -4131161 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -4131396.000000 Penalty: 5321.714355
	Iteration 13Q: 3 clusters Score -4131396 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -4131594.250000 Penalty: 5321.714355
	Iteration 14Q: 3 clusters Score -4131594 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -4131728.250000 Penalty: 5321.714355
	Iteration 15Q: 3 clusters Score -4131728 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4131834.500000 Penalty: 5321.714355
	Iteration 16Q: 3 clusters Score -4131834 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -4131908.500000 Penalty: 5321.714355
	Iteration 17Q: 3 clusters Score -4131908 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -4131964.250000 Penalty: 5321.714355
	Iteration 18Q: 3 clusters Score -4131964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4132018.750000 Penalty: 5321.714355
	Iteration 19Q: 3 clusters Score -4132019 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -4132048.500000 Penalty: 5321.714355
	Iteration 20F: 3 clusters Score -4132048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -4132049.250000 Penalty: 5321.714355
	Iteration 21Q: 3 clusters Score -4132049 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4132091.500000 Penalty: 5321.714355
	Iteration 22Q: 3 clusters Score -4132092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -4132113.500000 Penalty: 5321.714355
	Iteration 23Q: 3 clusters Score -4132114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4132129.750000 Penalty: 5321.714355
	Iteration 24Q: 3 clusters Score -4132130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -4132151.500000 Penalty: 5321.714355
	Iteration 25Q: 3 clusters Score -4132152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4132150.500000 Penalty: 5321.714355
	Iteration 26Q: 3 clusters Score -4132150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4132158.750000 Penalty: 5321.714355
	Iteration 27Q: 3 clusters Score -4132159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -4132158.500000 Penalty: 5321.714355
	Iteration 28Q: 3 clusters Score -4132158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -4132164.500000 Penalty: 5321.714355
	Iteration 29Q: 3 clusters Score -4132164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -4132167.000000 Penalty: 5321.714355
	Iteration 30Q: 3 clusters Score -4132167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4132175.250000 Penalty: 5321.714355
	Iteration 31Q: 3 clusters Score -4132175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4132174.750000 Penalty: 5321.714355
	Iteration 32Q: 3 clusters Score -4132175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -4132175.250000 Penalty: 5321.714355
	Iteration 33Q: 3 clusters Score -4132175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -4132184.500000 Penalty: 5321.714355
	Iteration 34Q: 3 clusters Score -4132184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -4132186.000000 Penalty: 5321.714355
	Iteration 35Q: 3 clusters Score -4132186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4132188.500000 Penalty: 5321.714355
	Iteration 36Q: 3 clusters Score -4132188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4132194.250000 Penalty: 5321.714355
	Iteration 37Q: 3 clusters Score -4132194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -4132199.000000 Penalty: 5321.714355
	Iteration 38Q: 3 clusters Score -4132199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -4132201.750000 Penalty: 5321.714355
	Iteration 39Q: 3 clusters Score -4132202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4132202.750000 Penalty: 5321.714355
	Iteration 40F: 3 clusters Score -4132203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -4132225.000000 Penalty: 5321.714355
	Iteration 41Q: 3 clusters Score -4132225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -4132239.750000 Penalty: 5321.714355
	Iteration 42Q: 3 clusters Score -4132240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4132250.750000 Penalty: 5321.714355
	Iteration 43Q: 3 clusters Score -4132251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -4132262.000000 Penalty: 5321.714355
	Iteration 44Q: 3 clusters Score -4132262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -4132275.750000 Penalty: 5321.714355
	Iteration 45Q: 3 clusters Score -4132276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4132276.250000 Penalty: 5321.714355
	Iteration 46Q: 3 clusters Score -4132276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -4132280.000000 Penalty: 5321.714355
	Iteration 47Q: 3 clusters Score -4132280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -4132290.250000 Penalty: 5321.714355
	Iteration 48Q: 3 clusters Score -4132290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4132298.750000 Penalty: 5321.714355
	Iteration 49Q: 3 clusters Score -4132299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4132296.750000 Penalty: 5321.714355
	Iteration 50Q: 3 clusters Score -4132297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -4132302.000000 Penalty: 5321.714355
	Iteration 51Q: 3 clusters Score -4132302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -4132305.000000 Penalty: 5321.714355
	Iteration 52Q: 3 clusters Score -4132305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -4132318.250000 Penalty: 5321.714355
	Iteration 53Q: 3 clusters Score -4132318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -4132322.500000 Penalty: 5321.714355
	Iteration 54Q: 3 clusters Score -4132322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -4132320.250000 Penalty: 5321.714355
	Iteration 55Q: 3 clusters Score -4132320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -4132333.000000 Penalty: 5321.714355
	Iteration 56Q: 3 clusters Score -4132333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -4132343.750000 Penalty: 5321.714355
	Iteration 57Q: 3 clusters Score -4132344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -4132353.500000 Penalty: 5321.714355
	Iteration 58Q: 3 clusters Score -4132354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -4132368.750000 Penalty: 5321.714355
	Iteration 59Q: 3 clusters Score -4132369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -4132368.000000 Penalty: 5321.714355
	Iteration 60F: 3 clusters Score -4132368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4132386.500000 Penalty: 5321.714355
	Iteration 61Q: 3 clusters Score -4132386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4132399.750000 Penalty: 5321.714355
	Iteration 62Q: 3 clusters Score -4132400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -4132406.500000 Penalty: 5321.714355
	Iteration 63Q: 3 clusters Score -4132406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -4132416.750000 Penalty: 5321.714355
	Iteration 64Q: 3 clusters Score -4132417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -4132440.000000 Penalty: 5321.714355
	Iteration 65Q: 3 clusters Score -4132440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -4132447.500000 Penalty: 5321.714355
	Iteration 66Q: 3 clusters Score -4132448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -4132464.250000 Penalty: 5321.714355
	Iteration 67Q: 3 clusters Score -4132464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -4132483.000000 Penalty: 5321.714355
	Iteration 68Q: 3 clusters Score -4132483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -4132485.500000 Penalty: 5321.714355
	Iteration 69Q: 3 clusters Score -4132486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -4132497.250000 Penalty: 5321.714355
	Iteration 70Q: 3 clusters Score -4132497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -4132508.750000 Penalty: 5321.714355
	Iteration 71Q: 3 clusters Score -4132509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4132524.000000 Penalty: 5321.714355
	Iteration 72Q: 3 clusters Score -4132524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -4132522.750000 Penalty: 5321.714355
	Iteration 73Q: 3 clusters Score -4132523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -4132535.500000 Penalty: 5321.714355
	Iteration 74Q: 3 clusters Score -4132536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -4132537.500000 Penalty: 5321.714355
	Iteration 75Q: 3 clusters Score -4132538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -4132550.000000 Penalty: 5321.714355
	Iteration 76Q: 3 clusters Score -4132550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -4132567.000000 Penalty: 5321.714355
	Iteration 77Q: 3 clusters Score -4132567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -4132577.750000 Penalty: 5321.714355
	Iteration 78Q: 3 clusters Score -4132578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -4132580.500000 Penalty: 5321.714355
	Iteration 79Q: 3 clusters Score -4132580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -4132587.250000 Penalty: 5321.714355
	Iteration 80F: 3 clusters Score -4132587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -4132589.750000 Penalty: 5321.714355
	Iteration 81Q: 3 clusters Score -4132590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -4132603.500000 Penalty: 5321.714355
	Iteration 82Q: 3 clusters Score -4132604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -4132613.500000 Penalty: 5321.714355
	Iteration 83Q: 3 clusters Score -4132614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -4132614.500000 Penalty: 5321.714355
	Iteration 84Q: 3 clusters Score -4132614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -4132615.000000 Penalty: 5321.714355
	Iteration 85Q: 3 clusters Score -4132615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -4132627.500000 Penalty: 5321.714355
	Iteration 86Q: 3 clusters Score -4132628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -4132633.750000 Penalty: 5321.714355
	Iteration 87Q: 3 clusters Score -4132634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -4132635.500000 Penalty: 5321.714355
	Iteration 88Q: 3 clusters Score -4132636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -4132637.750000 Penalty: 5321.714355
	Iteration 89Q: 3 clusters Score -4132638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -4132650.000000 Penalty: 5321.714355
	Iteration 90Q: 3 clusters Score -4132650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -4132658.000000 Penalty: 5321.714355
	Iteration 91Q: 3 clusters Score -4132658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -4132664.500000 Penalty: 5321.714355
	Iteration 92Q: 3 clusters Score -4132664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -4132671.500000 Penalty: 5321.714355
	Iteration 93Q: 3 clusters Score -4132672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -4132674.750000 Penalty: 5321.714355
	Iteration 94Q: 3 clusters Score -4132675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -4132681.500000 Penalty: 5321.714355
	Iteration 95Q: 3 clusters Score -4132682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -4132695.750000 Penalty: 5321.714355
	Iteration 96Q: 3 clusters Score -4132696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -4132714.250000 Penalty: 5321.714355
	Iteration 97Q: 3 clusters Score -4132714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -4132718.750000 Penalty: 5321.714355
	Iteration 98Q: 3 clusters Score -4132719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -4132724.500000 Penalty: 5321.714355
	Iteration 99Q: 3 clusters Score -4132724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -4132731.000000 Penalty: 5321.714355
	Iteration 100F: 3 clusters Score -4132731 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -4132733.250000 Penalty: 5321.714355
	Iteration 101Q: 3 clusters Score -4132733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -4132733.750000 Penalty: 5321.714355
	Iteration 102Q: 3 clusters Score -4132734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -4132735.000000 Penalty: 5321.714355
	Iteration 103Q: 3 clusters Score -4132735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -4132738.500000 Penalty: 5321.714355
	Iteration 104Q: 3 clusters Score -4132738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -4132734.000000 Penalty: 5321.714355
	Iteration 105Q: 3 clusters Score -4132734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -4132734.750000 Penalty: 5321.714355
	Iteration 106Q: 3 clusters Score -4132735 nChanged 5
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Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -4132741.750000 Penalty: 5321.714355
	Iteration 107Q: 3 clusters Score -4132742 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -4132745.000000 Penalty: 5321.714355
	Iteration 108Q: 3 clusters Score -4132745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -4132748.250000 Penalty: 5321.714355
	Iteration 109Q: 3 clusters Score -4132748 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -4132745.500000 Penalty: 5321.714355
	Iteration 110Q: 3 clusters Score -4132746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -4132744.500000 Penalty: 5321.714355
	Iteration 111Q: 3 clusters Score -4132744 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4132744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -4132744.750000 Penalty: 5321.714355
	Iteration 113Q: 3 clusters Score -4132745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -4132753.750000 Penalty: 5321.714355
	Iteration 114Q: 3 clusters Score -4132754 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -4132753.500000 Penalty: 5321.714355
	Iteration 115Q: 3 clusters Score -4132754 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -4132751.500000 Penalty: 5321.714355
	Iteration 116Q: 3 clusters Score -4132752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -4132750.250000 Penalty: 5321.714355
	Iteration 117Q: 3 clusters Score -4132750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -4132749.250000 Penalty: 5321.714355
	Iteration 118Q: 3 clusters Score -4132749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -4132750.750000 Penalty: 5321.714355
	Iteration 119Q: 3 clusters Score -4132751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -4132756.000000 Penalty: 5321.714355
	Iteration 120F: 3 clusters Score -4132756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -4132761.250000 Penalty: 5321.714355
	Iteration 121Q: 3 clusters Score -4132761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -4132763.250000 Penalty: 5321.714355
	Iteration 122Q: 3 clusters Score -4132763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -4132764.500000 Penalty: 5321.714355
	Iteration 123Q: 3 clusters Score -4132764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4132772.500000 Penalty: 5321.714355
	Iteration 124Q: 3 clusters Score -4132772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4132766.750000 Penalty: 5321.714355
	Iteration 125Q: 3 clusters Score -4132767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -4132765.750000 Penalty: 5321.714355
	Iteration 126Q: 3 clusters Score -4132766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -4132766.750000 Penalty: 5321.714355
	Iteration 127Q: 3 clusters Score -4132767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -4132768.250000 Penalty: 5321.714355
	Iteration 128Q: 3 clusters Score -4132768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -4132772.750000 Penalty: 5321.714355
	Iteration 129Q: 3 clusters Score -4132773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -4132769.250000 Penalty: 5321.714355
	Iteration 130Q: 3 clusters Score -4132769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -4132775.000000 Penalty: 5321.714355
	Iteration 131Q: 3 clusters Score -4132775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -4132769.750000 Penalty: 5321.714355
	Iteration 132Q: 3 clusters Score -4132770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -4132768.250000 Penalty: 5321.714355
	Iteration 133Q: 3 clusters Score -4132768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -4132770.000000 Penalty: 5321.714355
	Iteration 134Q: 3 clusters Score -4132770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -4132772.250000 Penalty: 5321.714355
	Iteration 135Q: 3 clusters Score -4132772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -4132770.250000 Penalty: 5321.714355
	Iteration 136Q: 3 clusters Score -4132770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -4132773.750000 Penalty: 5321.714355
	Iteration 137Q: 3 clusters Score -4132774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -4132774.500000 Penalty: 5321.714355
	Iteration 138Q: 3 clusters Score -4132774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -4132775.500000 Penalty: 5321.714355
	Iteration 139Q: 3 clusters Score -4132776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -4132776.750000 Penalty: 5321.714355
	Iteration 140F: 3 clusters Score -4132777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Entering Unmasked Estep 
Score: -3576567.250000 Penalty: 2614.552002
	Iteration 0F: 2 clusters Score -3576567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3550890.000000 Penalty: 5229.104004
	Iteration 0F: 3 clusters Score -3550890 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3560376.250000 Penalty: 5229.104004
	Iteration 1F: 3 clusters Score -3560376 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3560829.750000 Penalty: 5229.104004
	Iteration 2Q: 3 clusters Score -3560830 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3561273.000000 Penalty: 5229.104004
	Iteration 3Q: 3 clusters Score -3561273 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3561715.000000 Penalty: 5229.104004
	Iteration 4Q: 3 clusters Score -3561715 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3562208.250000 Penalty: 5229.104004
	Iteration 5Q: 3 clusters Score -3562208 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3562793.000000 Penalty: 5229.104004
	Iteration 6Q: 3 clusters Score -3562793 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3563437.250000 Penalty: 5229.104004
	Iteration 7Q: 3 clusters Score -3563437 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3564162.000000 Penalty: 5229.104004
	Iteration 8Q: 3 clusters Score -3564162 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3565058.000000 Penalty: 5229.104004
	Iteration 9Q: 3 clusters Score -3565058 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3565935.750000 Penalty: 5229.104004
	Iteration 10Q: 3 clusters Score -3565936 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3566886.750000 Penalty: 5229.104004
	Iteration 11Q: 3 clusters Score -3566887 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3567939.000000 Penalty: 5229.104004
	Iteration 12Q: 3 clusters Score -3567939 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3568988.750000 Penalty: 5229.104004
	Iteration 13Q: 3 clusters Score -3568989 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3570025.000000 Penalty: 5229.104004
	Iteration 14Q: 3 clusters Score -3570025 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3570960.750000 Penalty: 5229.104004
	Iteration 15Q: 3 clusters Score -3570961 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3571732.500000 Penalty: 5229.104004
	Iteration 16Q: 3 clusters Score -3571732 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3572368.750000 Penalty: 5229.104004
	Iteration 17Q: 3 clusters Score -3572369 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3572793.750000 Penalty: 5229.104004
	Iteration 18Q: 3 clusters Score -3572794 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3573137.250000 Penalty: 5229.104004
	Iteration 19Q: 3 clusters Score -3573137 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3573411.000000 Penalty: 5229.104004
	Iteration 20F: 3 clusters Score -3573411 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3573603.750000 Penalty: 5229.104004
	Iteration 21Q: 3 clusters Score -3573604 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3573756.750000 Penalty: 5229.104004
	Iteration 22Q: 3 clusters Score -3573757 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3573876.750000 Penalty: 5229.104004
	Iteration 23Q: 3 clusters Score -3573877 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3573992.500000 Penalty: 5229.104004
	Iteration 24Q: 3 clusters Score -3573992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3574076.500000 Penalty: 5229.104004
	Iteration 25Q: 3 clusters Score -3574076 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3574124.500000 Penalty: 5229.104004
	Iteration 26Q: 3 clusters Score -3574124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3574180.500000 Penalty: 5229.104004
	Iteration 27Q: 3 clusters Score -3574180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3574231.500000 Penalty: 5229.104004
	Iteration 28Q: 3 clusters Score -3574232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3574278.750000 Penalty: 5229.104004
	Iteration 29Q: 3 clusters Score -3574279 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3574309.750000 Penalty: 5229.104004
	Iteration 30Q: 3 clusters Score -3574310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3574321.750000 Penalty: 5229.104004
	Iteration 31Q: 3 clusters Score -3574322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3574329.750000 Penalty: 5229.104004
	Iteration 32Q: 3 clusters Score -3574330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3574334.500000 Penalty: 5229.104004
	Iteration 33Q: 3 clusters Score -3574334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3574346.250000 Penalty: 5229.104004
	Iteration 34Q: 3 clusters Score -3574346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3574361.000000 Penalty: 5229.104004
	Iteration 35Q: 3 clusters Score -3574361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3574371.750000 Penalty: 5229.104004
	Iteration 36Q: 3 clusters Score -3574372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3574379.000000 Penalty: 5229.104004
	Iteration 37Q: 3 clusters Score -3574379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3574386.750000 Penalty: 5229.104004
	Iteration 38Q: 3 clusters Score -3574387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3574396.500000 Penalty: 5229.104004
	Iteration 39Q: 3 clusters Score -3574396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3574398.000000 Penalty: 5229.104004
	Iteration 40F: 3 clusters Score -3574398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3574406.000000 Penalty: 5229.104004
	Iteration 41Q: 3 clusters Score -3574406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3574405.000000 Penalty: 5229.104004
	Iteration 42Q: 3 clusters Score -3574405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3574409.000000 Penalty: 5229.104004
	Iteration 43Q: 3 clusters Score -3574409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3574406.750000 Penalty: 5229.104004
	Iteration 44Q: 3 clusters Score -3574407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3574408.000000 Penalty: 5229.104004
	Iteration 45Q: 3 clusters Score -3574408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3574409.500000 Penalty: 5229.104004
	Iteration 46Q: 3 clusters Score -3574410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3574410.250000 Penalty: 5229.104004
	Iteration 47Q: 3 clusters Score -3574410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3574411.750000 Penalty: 5229.104004
	Iteration 48Q: 3 clusters Score -3574412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3574411.750000 Penalty: 5229.104004
	Iteration 49F: 3 clusters Score -3574412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Entering Unmasked Estep 
Score: -1226895.750000 Penalty: 2371.231934
	Iteration 0F: 2 clusters Score -1226896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1216577.250000 Penalty: 4742.463867
	Iteration 0F: 3 clusters Score -1216577 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1220106.750000 Penalty: 4742.463867
	Iteration 1F: 3 clusters Score -1220107 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1221070.750000 Penalty: 4742.463867
	Iteration 2F: 3 clusters Score -1221071 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1222461.625000 Penalty: 4742.463867
	Iteration 3F: 3 clusters Score -1222462 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1224026.250000 Penalty: 4742.463867
	Iteration 4F: 3 clusters Score -1224026 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1225303.625000 Penalty: 4742.463867
	Iteration 5F: 3 clusters Score -1225304 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1225952.250000 Penalty: 4742.463867
	Iteration 6F: 3 clusters Score -1225952 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1226234.625000 Penalty: 4742.463867
	Iteration 7Q: 3 clusters Score -1226235 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1226369.125000 Penalty: 4742.463867
	Iteration 8Q: 3 clusters Score -1226369 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1226431.000000 Penalty: 4742.463867
	Iteration 9Q: 3 clusters Score -1226431 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1226465.000000 Penalty: 4742.463867
	Iteration 10Q: 3 clusters Score -1226465 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1226494.625000 Penalty: 4742.463867
	Iteration 11Q: 3 clusters Score -1226495 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1226511.250000 Penalty: 4742.463867
	Iteration 12Q: 3 clusters Score -1226511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1226520.250000 Penalty: 4742.463867
	Iteration 13Q: 3 clusters Score -1226520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1226532.125000 Penalty: 4742.463867
	Iteration 14Q: 3 clusters Score -1226532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1226532.000000 Penalty: 4742.463867
	Iteration 15Q: 3 clusters Score -1226532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1226537.250000 Penalty: 4742.463867
	Iteration 16Q: 3 clusters Score -1226537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1226545.625000 Penalty: 4742.463867
	Iteration 17Q: 3 clusters Score -1226546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1226552.000000 Penalty: 4742.463867
	Iteration 18Q: 3 clusters Score -1226552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1226555.625000 Penalty: 4742.463867
	Iteration 19Q: 3 clusters Score -1226556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1226556.750000 Penalty: 4742.463867
	Iteration 20F: 3 clusters Score -1226557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1226561.125000 Penalty: 4742.463867
	Iteration 21Q: 3 clusters Score -1226561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1226560.125000 Penalty: 4742.463867
	Iteration 22Q: 3 clusters Score -1226560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1226563.625000 Penalty: 4742.463867
	Iteration 23Q: 3 clusters Score -1226564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1226566.750000 Penalty: 4742.463867
	Iteration 24Q: 3 clusters Score -1226567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1226568.125000 Penalty: 4742.463867
	Iteration 25Q: 3 clusters Score -1226568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1226570.125000 Penalty: 4742.463867
	Iteration 26Q: 3 clusters Score -1226570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1226572.125000 Penalty: 4742.463867
	Iteration 27Q: 3 clusters Score -1226572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1226573.750000 Penalty: 4742.463867
	Iteration 28Q: 3 clusters Score -1226574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1226575.250000 Penalty: 4742.463867
	Iteration 29Q: 3 clusters Score -1226575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1226578.750000 Penalty: 4742.463867
	Iteration 30Q: 3 clusters Score -1226579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1226578.375000 Penalty: 4742.463867
	Iteration 31Q: 3 clusters Score -1226578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1226576.625000 Penalty: 4742.463867
	Iteration 32Q: 3 clusters Score -1226577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1226578.250000 Penalty: 4742.463867
	Iteration 33Q: 3 clusters Score -1226578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1226576.750000 Penalty: 4742.463867
	Iteration 34Q: 3 clusters Score -1226577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1226575.500000 Penalty: 4742.463867
	Iteration 35Q: 3 clusters Score -1226576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1226577.125000 Penalty: 4742.463867
	Iteration 36Q: 3 clusters Score -1226577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1226578.000000 Penalty: 4742.463867
	Iteration 37Q: 3 clusters Score -1226578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1226578.625000 Penalty: 4742.463867
	Iteration 38Q: 3 clusters Score -1226579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1226576.250000 Penalty: 4742.463867
	Iteration 39Q: 3 clusters Score -1226576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1226576.500000 Penalty: 4742.463867
	Iteration 40F: 3 clusters Score -1226576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1226576.500000 Penalty: 4742.463867
	Iteration 41Q: 3 clusters Score -1226576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1226575.625000 Penalty: 4742.463867
	Iteration 42Q: 3 clusters Score -1226576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1226574.875000 Penalty: 4742.463867
	Iteration 43Q: 3 clusters Score -1226575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1226577.625000 Penalty: 4742.463867
	Iteration 44Q: 3 clusters Score -1226578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1226575.500000 Penalty: 4742.463867
	Iteration 45Q: 3 clusters Score -1226576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1226576.500000 Penalty: 4742.463867
	Iteration 46Q: 3 clusters Score -1226576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1226577.500000 Penalty: 4742.463867
	Iteration 47Q: 3 clusters Score -1226578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1226575.000000 Penalty: 4742.463867
	Iteration 48Q: 3 clusters Score -1226575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1226578.000000 Penalty: 4742.463867
	Iteration 49Q: 3 clusters Score -1226578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1226574.750000 Penalty: 4742.463867
	Iteration 50Q: 3 clusters Score -1226575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1226574.625000 Penalty: 4742.463867
	Iteration 51Q: 3 clusters Score -1226575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1226574.625000 Penalty: 4742.463867
	Iteration 52F: 3 clusters Score -1226575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -318921.500000 Penalty: 2028.232788
	Iteration 0F: 2 clusters Score -318921.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -315326.062500 Penalty: 4056.465576
	Iteration 0F: 3 clusters Score -315326.1 nChanged 1277
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: -316106.062500 Penalty: 4056.465576
	Iteration 1F: 3 clusters Score -316106.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -316287.031250 Penalty: 4056.465576
	Iteration 2F: 3 clusters Score -316287 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -316396.468750 Penalty: 4056.465576
	Iteration 3Q: 3 clusters Score -316396.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -316467.531250 Penalty: 4056.465576
	Iteration 4Q: 3 clusters Score -316467.5 nChanged 92
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: -316512.625000 Penalty: 4056.465576
	Iteration 5Q: 3 clusters Score -316512.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -316555.375000 Penalty: 4056.465576
	Iteration 6Q: 3 clusters Score -316555.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -316613.781250 Penalty: 4056.465576
	Iteration 7Q: 3 clusters Score -316613.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -316674.000000 Penalty: 4056.465576
	Iteration 8Q: 3 clusters Score -316674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -316736.406250 Penalty: 4056.465576
	Iteration 9Q: 3 clusters Score -316736.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -316810.125000 Penalty: 4056.465576
	Iteration 10Q: 3 clusters Score -316810.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -316904.687500 Penalty: 4056.465576
	Iteration 11Q: 3 clusters Score -316904.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -317020.125000 Penalty: 4056.465576
	Iteration 12Q: 3 clusters Score -317020.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -317124.906250 Penalty: 4056.465576
	Iteration 13Q: 3 clusters Score -317124.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -317269.062500 Penalty: 4056.465576
	Iteration 14Q: 3 clusters Score -317269.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -317383.875000 Penalty: 4056.465576
	Iteration 15Q: 3 clusters Score -317383.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -317468.000000 Penalty: 4056.465576
	Iteration 16Q: 3 clusters Score -317468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -317534.531250 Penalty: 4056.465576
	Iteration 17Q: 3 clusters Score -317534.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -317588.968750 Penalty: 4056.465576
	Iteration 18Q: 3 clusters Score -317589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -317622.093750 Penalty: 4056.465576
	Iteration 19Q: 3 clusters Score -317622.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -317646.562500 Penalty: 4056.465576
	Iteration 20F: 3 clusters Score -317646.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -317664.500000 Penalty: 4056.465576
	Iteration 21Q: 3 clusters Score -317664.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -317674.312500 Penalty: 4056.465576
	Iteration 22Q: 3 clusters Score -317674.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -317680.000000 Penalty: 4056.465576
	Iteration 23Q: 3 clusters Score -317680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -317681.968750 Penalty: 4056.465576
	Iteration 24Q: 3 clusters Score -317682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -317683.593750 Penalty: 4056.465576
	Iteration 25Q: 3 clusters Score -317683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -317684.343750 Penalty: 4056.465576
	Iteration 26Q: 3 clusters Score -317684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -317684.812500 Penalty: 4056.465576
	Iteration 27Q: 3 clusters Score -317684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -317684.625000 Penalty: 4056.465576
	Iteration 28Q: 3 clusters Score -317684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -317684.625000 Penalty: 4056.465576
	Iteration 29F: 3 clusters Score -317684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Entering Unmasked Estep 
Score: -2131736.250000 Penalty: 2500.980957
	Iteration 0F: 2 clusters Score -2131736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2115139.000000 Penalty: 5001.961914
	Iteration 0F: 3 clusters Score -2115139 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2120941.750000 Penalty: 5001.961914
	Iteration 1F: 3 clusters Score -2120942 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2121447.750000 Penalty: 5001.961914
	Iteration 2F: 3 clusters Score -2121448 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2122007.250000 Penalty: 5001.961914
	Iteration 3F: 3 clusters Score -2122007 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2122684.750000 Penalty: 5001.961914
	Iteration 4F: 3 clusters Score -2122685 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2123553.500000 Penalty: 5001.961914
	Iteration 5F: 3 clusters Score -2123554 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2124675.750000 Penalty: 5001.961914
	Iteration 6F: 3 clusters Score -2124676 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2125975.750000 Penalty: 5001.961914
	Iteration 7F: 3 clusters Score -2125976 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2127140.750000 Penalty: 5001.961914
	Iteration 8F: 3 clusters Score -2127141 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2128079.750000 Penalty: 5001.961914
	Iteration 9Q: 3 clusters Score -2128080 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2128669.250000 Penalty: 5001.961914
	Iteration 10Q: 3 clusters Score -2128669 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2129008.000000 Penalty: 5001.961914
	Iteration 11Q: 3 clusters Score -2129008 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2129256.250000 Penalty: 5001.961914
	Iteration 12Q: 3 clusters Score -2129256 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2129394.000000 Penalty: 5001.961914
	Iteration 13Q: 3 clusters Score -2129394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2129488.000000 Penalty: 5001.961914
	Iteration 14Q: 3 clusters Score -2129488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2129542.500000 Penalty: 5001.961914
	Iteration 15Q: 3 clusters Score -2129542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2129592.250000 Penalty: 5001.961914
	Iteration 16Q: 3 clusters Score -2129592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2129626.500000 Penalty: 5001.961914
	Iteration 17Q: 3 clusters Score -2129626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2129645.500000 Penalty: 5001.961914
	Iteration 18Q: 3 clusters Score -2129646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2129659.250000 Penalty: 5001.961914
	Iteration 19Q: 3 clusters Score -2129659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2129670.250000 Penalty: 5001.961914
	Iteration 20F: 3 clusters Score -2129670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2129684.750000 Penalty: 5001.961914
	Iteration 21Q: 3 clusters Score -2129685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2129689.750000 Penalty: 5001.961914
	Iteration 22Q: 3 clusters Score -2129690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2129697.000000 Penalty: 5001.961914
	Iteration 23Q: 3 clusters Score -2129697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2129701.000000 Penalty: 5001.961914
	Iteration 24Q: 3 clusters Score -2129701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2129706.750000 Penalty: 5001.961914
	Iteration 25Q: 3 clusters Score -2129707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2129712.250000 Penalty: 5001.961914
	Iteration 26Q: 3 clusters Score -2129712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2129713.500000 Penalty: 5001.961914
	Iteration 27Q: 3 clusters Score -2129714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2129719.500000 Penalty: 5001.961914
	Iteration 28Q: 3 clusters Score -2129720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2129725.750000 Penalty: 5001.961914
	Iteration 29Q: 3 clusters Score -2129726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2129732.250000 Penalty: 5001.961914
	Iteration 30Q: 3 clusters Score -2129732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2129731.750000 Penalty: 5001.961914
	Iteration 31Q: 3 clusters Score -2129732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2129731.750000 Penalty: 5001.961914
	Iteration 32F: 3 clusters Score -2129732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435726 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 476 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 160090 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 23971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93609192.000000 Penalty: 79092.414062
Iteration 79Q: 24 clusters Score -9.360919e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 435580 members 
Mstep: Class 4 contains 15269 members 
Mstep: Class 5 contains 12398 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 476 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 159584 members 
Mstep: Class 14 contains 45506 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 37820 members 
Mstep: Class 17 contains 14218 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 23985 members 
Mstep: Class 21 contains 238162 members 
Mstep: Class 22 contains 1034 members 
Mstep: Class 23 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613768.000000 Penalty: 79092.414062
Iteration 80F: 24 clusters Score -9.361377e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 435507 members 
Mstep: Class 4 contains 15236 members 
Mstep: Class 5 contains 12043 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 6647 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 477 members 
Mstep: Class 11 contains 18999 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 159257 members 
Mstep: Class 14 contains 45382 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 37745 members 
Mstep: Class 17 contains 14130 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 24000 members 
Mstep: Class 21 contains 238524 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616264.000000 Penalty: 79092.414062
Iteration 81Q: 24 clusters Score -9.361626e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 458 members 
Mstep: Class 3 contains 435482 members 
Mstep: Class 4 contains 15201 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 18806 members 
Mstep: Class 12 contains 6297 members 
Mstep: Class 13 contains 159080 members 
Mstep: Class 14 contains 45291 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 37660 members 
Mstep: Class 17 contains 14081 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 24016 members 
Mstep: Class 21 contains 238825 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616944.000000 Penalty: 79092.414062
Iteration 82Q: 24 clusters Score -9.361694e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 454 members 
Mstep: Class 3 contains 435468 members 
Mstep: Class 4 contains 15177 members 
Mstep: Class 5 contains 11657 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 7242 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 18637 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 158902 members 
Mstep: Class 14 contains 45219 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 16 contains 37559 members 
Mstep: Class 17 contains 14059 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 24038 members 
Mstep: Class 21 contains 239093 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 24 clusters Score -9.361754e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 435462 members 
Mstep: Class 4 contains 15164 members 
Mstep: Class 5 contains 11547 members 
Mstep: Class 6 contains 888 members 
Mstep: Class 7 contains 7437 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 18486 members 
Mstep: Class 12 contains 6355 members 
Mstep: Class 13 contains 158742 members 
Mstep: Class 14 contains 45143 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 37454 members 
Mstep: Class 17 contains 14045 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 24045 members 
Mstep: Class 21 contains 239329 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 24 clusters Score -9.361787e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 445 members 
Mstep: Class 3 contains 435461 members 
Mstep: Class 4 contains 15147 members 
Mstep: Class 5 contains 11453 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 7591 members 
Mstep: Class 8 contains 7618 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 18344 members 
Mstep: Class 12 contains 6368 members 
Mstep: Class 13 contains 158597 members 
Mstep: Class 14 contains 45086 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 37353 members 
Mstep: Class 17 contains 14045 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 24058 members 
Mstep: Class 21 contains 239545 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618632.000000 Penalty: 79092.414062
Iteration 85Q: 24 clusters Score -9.361863e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 435461 members 
Mstep: Class 4 contains 15135 members 
Mstep: Class 5 contains 11389 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 7726 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 6396 members 
Mstep: Class 13 contains 158452 members 
Mstep: Class 14 contains 45029 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 37239 members 
Mstep: Class 17 contains 14045 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 24070 members 
Mstep: Class 21 contains 239706 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 24 clusters Score -9.361886e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 444 members 
Mstep: Class 3 contains 435466 members 
Mstep: Class 4 contains 15127 members 
Mstep: Class 5 contains 11333 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 7835 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 18085 members 
Mstep: Class 12 contains 6409 members 
Mstep: Class 13 contains 158347 members 
Mstep: Class 14 contains 44970 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 37117 members 
Mstep: Class 17 contains 14041 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 24088 members 
Mstep: Class 21 contains 239863 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619352.000000 Penalty: 79092.414062
Iteration 87Q: 24 clusters Score -9.361935e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 445 members 
Mstep: Class 3 contains 435468 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 11290 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 7925 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17979 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 158256 members 
Mstep: Class 14 contains 44927 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 37009 members 
Mstep: Class 17 contains 14043 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 24098 members 
Mstep: Class 21 contains 240017 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619544.000000 Penalty: 79092.414062
Iteration 88Q: 24 clusters Score -9.361954e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 3 contains 435470 members 
Mstep: Class 4 contains 15106 members 
Mstep: Class 5 contains 11269 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8017 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17879 members 
Mstep: Class 12 contains 6423 members 
Mstep: Class 13 contains 158186 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36911 members 
Mstep: Class 17 contains 14043 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3524 members 
Mstep: Class 20 contains 24120 members 
Mstep: Class 21 contains 240126 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619408.000000 Penalty: 79092.414062
Iteration 89Q: 24 clusters Score -9.361941e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435469 members 
Mstep: Class 4 contains 15100 members 
Mstep: Class 5 contains 11265 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17772 members 
Mstep: Class 12 contains 6430 members 
Mstep: Class 13 contains 158103 members 
Mstep: Class 14 contains 44823 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36830 members 
Mstep: Class 17 contains 14043 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 20 contains 24132 members 
Mstep: Class 21 contains 240262 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619384.000000 Penalty: 79092.414062
Iteration 90Q: 24 clusters Score -9.361938e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435486 members 
Mstep: Class 4 contains 15087 members 
Mstep: Class 5 contains 11254 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8159 members 
Mstep: Class 8 contains 8464 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17642 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 158020 members 
Mstep: Class 14 contains 44782 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36758 members 
Mstep: Class 17 contains 14041 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 24134 members 
Mstep: Class 21 contains 240400 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619480.000000 Penalty: 79092.414062
Iteration 91Q: 24 clusters Score -9.361948e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435496 members 
Mstep: Class 4 contains 15073 members 
Mstep: Class 5 contains 11250 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 8568 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17513 members 
Mstep: Class 12 contains 6435 members 
Mstep: Class 13 contains 157951 members 
Mstep: Class 14 contains 44741 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36689 members 
Mstep: Class 17 contains 14040 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 24140 members 
Mstep: Class 21 contains 240544 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619352.000000 Penalty: 79092.414062
Iteration 92Q: 24 clusters Score -9.361935e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435499 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 5 contains 11240 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8263 members 
Mstep: Class 8 contains 8681 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17398 members 
Mstep: Class 12 contains 6437 members 
Mstep: Class 13 contains 157876 members 
Mstep: Class 14 contains 44710 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36608 members 
Mstep: Class 17 contains 14038 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 24149 members 
Mstep: Class 21 contains 240692 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619288.000000 Penalty: 79092.414062
Iteration 93Q: 24 clusters Score -9.361929e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435503 members 
Mstep: Class 4 contains 15062 members 
Mstep: Class 5 contains 11237 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8294 members 
Mstep: Class 8 contains 8793 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17291 members 
Mstep: Class 12 contains 6441 members 
Mstep: Class 13 contains 157821 members 
Mstep: Class 14 contains 44664 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36520 members 
Mstep: Class 17 contains 14035 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 240834 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 94Q: 24 clusters Score -9.361931e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435499 members 
Mstep: Class 4 contains 15058 members 
Mstep: Class 5 contains 11237 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17172 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 157766 members 
Mstep: Class 14 contains 44624 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36462 members 
Mstep: Class 17 contains 14033 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 24177 members 
Mstep: Class 21 contains 240980 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 24 clusters Score -9.36194e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435503 members 
Mstep: Class 4 contains 15057 members 
Mstep: Class 5 contains 11231 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 9018 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 17077 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 157699 members 
Mstep: Class 14 contains 44585 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36386 members 
Mstep: Class 17 contains 14033 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 24180 members 
Mstep: Class 21 contains 241116 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 24 clusters Score -9.361959e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435508 members 
Mstep: Class 4 contains 15055 members 
Mstep: Class 5 contains 11230 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 16974 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 157630 members 
Mstep: Class 14 contains 44537 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36325 members 
Mstep: Class 17 contains 14032 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 24186 members 
Mstep: Class 21 contains 241259 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -9.361967e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435501 members 
Mstep: Class 4 contains 15056 members 
Mstep: Class 5 contains 11229 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 9236 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 16858 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 157583 members 
Mstep: Class 14 contains 44490 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 14029 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 24193 members 
Mstep: Class 21 contains 241405 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -9.361974e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435490 members 
Mstep: Class 4 contains 15058 members 
Mstep: Class 5 contains 11226 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8398 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 16750 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 157551 members 
Mstep: Class 14 contains 44453 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36219 members 
Mstep: Class 17 contains 14023 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 24197 members 
Mstep: Class 21 contains 241550 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -9.361975e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435482 members 
Mstep: Class 4 contains 15058 members 
Mstep: Class 5 contains 11225 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8415 members 
Mstep: Class 8 contains 9415 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 157506 members 
Mstep: Class 14 contains 44408 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 36175 members 
Mstep: Class 17 contains 14018 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 24201 members 
Mstep: Class 21 contains 241704 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -9.362007e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435465 members 
Mstep: Class 4 contains 15052 members 
Mstep: Class 5 contains 11222 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8430 members 
Mstep: Class 8 contains 9493 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 16524 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 157475 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 36131 members 
Mstep: Class 17 contains 14012 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 24206 members 
Mstep: Class 21 contains 241865 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 24 clusters Score -9.362048e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435463 members 
Mstep: Class 4 contains 15049 members 
Mstep: Class 5 contains 11220 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8445 members 
Mstep: Class 8 contains 9575 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 16408 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 157437 members 
Mstep: Class 14 contains 44323 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 36087 members 
Mstep: Class 17 contains 14001 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 24215 members 
Mstep: Class 21 contains 242030 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620544.000000 Penalty: 79092.414062
Iteration 102Q: 24 clusters Score -9.362054e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 15047 members 
Mstep: Class 5 contains 11218 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8463 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 157394 members 
Mstep: Class 14 contains 44283 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 36048 members 
Mstep: Class 17 contains 14000 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 24213 members 
Mstep: Class 21 contains 242193 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620608.000000 Penalty: 79092.414062
Iteration 103Q: 24 clusters Score -9.362061e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 15039 members 
Mstep: Class 5 contains 11219 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8477 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 16143 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 157348 members 
Mstep: Class 14 contains 44226 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 36012 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 24216 members 
Mstep: Class 21 contains 242387 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620456.000000 Penalty: 79092.414062
Iteration 104Q: 24 clusters Score -9.362046e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435452 members 
Mstep: Class 4 contains 15034 members 
Mstep: Class 5 contains 11216 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8491 members 
Mstep: Class 8 contains 9815 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 15999 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 157296 members 
Mstep: Class 14 contains 44195 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35974 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 24212 members 
Mstep: Class 21 contains 242580 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620424.000000 Penalty: 79092.414062
Iteration 105Q: 24 clusters Score -9.362042e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435447 members 
Mstep: Class 4 contains 15029 members 
Mstep: Class 5 contains 11220 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8504 members 
Mstep: Class 8 contains 9890 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 15834 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 157258 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35932 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 24208 members 
Mstep: Class 21 contains 242783 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620400.000000 Penalty: 79092.414062
Iteration 106Q: 24 clusters Score -9.36204e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435448 members 
Mstep: Class 4 contains 15025 members 
Mstep: Class 5 contains 11218 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8512 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 6491 members 
Mstep: Class 13 contains 157213 members 
Mstep: Class 14 contains 44108 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35880 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 24211 members 
Mstep: Class 21 contains 243002 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620544.000000 Penalty: 79092.414062
Iteration 107Q: 24 clusters Score -9.362054e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435450 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 11215 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 10048 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 15506 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 157176 members 
Mstep: Class 14 contains 44048 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35837 members 
Mstep: Class 17 contains 13994 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 24209 members 
Mstep: Class 21 contains 243230 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620520.000000 Penalty: 79092.414062
Iteration 108Q: 24 clusters Score -9.362052e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435446 members 
Mstep: Class 4 contains 15016 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8531 members 
Mstep: Class 8 contains 10110 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 15355 members 
Mstep: Class 12 contains 6499 members 
Mstep: Class 13 contains 157126 members 
Mstep: Class 14 contains 43989 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35798 members 
Mstep: Class 17 contains 13994 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 24210 members 
Mstep: Class 21 contains 243469 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620528.000000 Penalty: 79092.414062
Iteration 109Q: 24 clusters Score -9.362053e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435440 members 
Mstep: Class 4 contains 15016 members 
Mstep: Class 5 contains 11206 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 10167 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 15196 members 
Mstep: Class 12 contains 6501 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 43929 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35767 members 
Mstep: Class 17 contains 13992 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 24208 members 
Mstep: Class 21 contains 243702 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620512.000000 Penalty: 79092.414062
Iteration 110Q: 24 clusters Score -9.362051e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435440 members 
Mstep: Class 4 contains 15015 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 10219 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 15040 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 157062 members 
Mstep: Class 14 contains 43881 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35743 members 
Mstep: Class 17 contains 13989 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 24208 members 
Mstep: Class 21 contains 243909 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620424.000000 Penalty: 79092.414062
Iteration 111Q: 24 clusters Score -9.362042e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435436 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 11206 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8560 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 14868 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 157035 members 
Mstep: Class 14 contains 43833 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35714 members 
Mstep: Class 17 contains 13988 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 24208 members 
Mstep: Class 21 contains 244135 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620600.000000 Penalty: 79092.414062
Iteration 112Q: 24 clusters Score -9.36206e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435435 members 
Mstep: Class 4 contains 15014 members 
Mstep: Class 5 contains 11199 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 10311 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 14688 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 157014 members 
Mstep: Class 14 contains 43781 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35689 members 
Mstep: Class 17 contains 13988 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 24214 members 
Mstep: Class 21 contains 244362 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620640.000000 Penalty: 79092.414062
Iteration 113Q: 24 clusters Score -9.362064e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435429 members 
Mstep: Class 4 contains 15013 members 
Mstep: Class 5 contains 11197 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8583 members 
Mstep: Class 8 contains 10355 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 14521 members 
Mstep: Class 12 contains 6503 members 
Mstep: Class 13 contains 156983 members 
Mstep: Class 14 contains 43734 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35670 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 24221 members 
Mstep: Class 21 contains 244577 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620608.000000 Penalty: 79092.414062
Iteration 114Q: 24 clusters Score -9.362061e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435429 members 
Mstep: Class 4 contains 15009 members 
Mstep: Class 5 contains 11197 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 10391 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 14361 members 
Mstep: Class 12 contains 6503 members 
Mstep: Class 13 contains 156961 members 
Mstep: Class 14 contains 43675 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35653 members 
Mstep: Class 17 contains 13986 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 20 contains 24222 members 
Mstep: Class 21 contains 244794 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620600.000000 Penalty: 79092.414062
Iteration 115Q: 24 clusters Score -9.36206e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435424 members 
Mstep: Class 4 contains 15001 members 
Mstep: Class 5 contains 11208 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8602 members 
Mstep: Class 8 contains 10419 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 14169 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 156939 members 
Mstep: Class 14 contains 43625 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35639 members 
Mstep: Class 17 contains 13986 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 24224 members 
Mstep: Class 21 contains 245035 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620608.000000 Penalty: 79092.414062
Iteration 116Q: 24 clusters Score -9.362061e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435427 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 10446 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 13980 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 156909 members 
Mstep: Class 14 contains 43574 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 13983 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 245294 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620576.000000 Penalty: 79092.414062
Iteration 117Q: 24 clusters Score -9.362058e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435427 members 
Mstep: Class 4 contains 14995 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8626 members 
Mstep: Class 8 contains 10462 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 13764 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 156872 members 
Mstep: Class 14 contains 43527 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35619 members 
Mstep: Class 17 contains 13981 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 245582 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620584.000000 Penalty: 79092.414062
Iteration 118Q: 24 clusters Score -9.362058e+07 nChanged 438
Entering ConstructFrom: 
Score: -93620584.000000 Penalty: 79092.414062
Entering ConstructFrom: 
Trying to split cluster 1 (19182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Entering Unmasked Estep 
Score: -1651545.375000 Penalty: 2445.708496
	Iteration 0F: 2 clusters Score -1651545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1637888.875000 Penalty: 4891.416992
	Iteration 0F: 3 clusters Score -1637889 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1642563.875000 Penalty: 4891.416992
	Iteration 1F: 3 clusters Score -1642564 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1643075.875000 Penalty: 4891.416992
	Iteration 2F: 3 clusters Score -1643076 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1643586.750000 Penalty: 4891.416992
	Iteration 3F: 3 clusters Score -1643587 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1644099.750000 Penalty: 4891.416992
	Iteration 4F: 3 clusters Score -1644100 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1644579.250000 Penalty: 4891.416992
	Iteration 5Q: 3 clusters Score -1644579 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1644992.125000 Penalty: 4891.416992
	Iteration 6Q: 3 clusters Score -1644992 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1645401.625000 Penalty: 4891.416992
	Iteration 7Q: 3 clusters Score -1645402 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1645891.625000 Penalty: 4891.416992
	Iteration 8Q: 3 clusters Score -1645892 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1646423.750000 Penalty: 4891.416992
	Iteration 9Q: 3 clusters Score -1646424 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1647030.500000 Penalty: 4891.416992
	Iteration 10Q: 3 clusters Score -1647030 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1647666.500000 Penalty: 4891.416992
	Iteration 11Q: 3 clusters Score -1647666 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1648211.375000 Penalty: 4891.416992
	Iteration 12Q: 3 clusters Score -1648211 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1648606.625000 Penalty: 4891.416992
	Iteration 13Q: 3 clusters Score -1648607 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1648892.500000 Penalty: 4891.416992
	Iteration 14Q: 3 clusters Score -1648892 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1649135.125000 Penalty: 4891.416992
	Iteration 15Q: 3 clusters Score -1649135 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1649344.625000 Penalty: 4891.416992
	Iteration 16Q: 3 clusters Score -1649345 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1649527.125000 Penalty: 4891.416992
	Iteration 17Q: 3 clusters Score -1649527 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1649678.750000 Penalty: 4891.416992
	Iteration 18Q: 3 clusters Score -1649679 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1649786.875000 Penalty: 4891.416992
	Iteration 19Q: 3 clusters Score -1649787 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1649878.875000 Penalty: 4891.416992
	Iteration 20F: 3 clusters Score -1649879 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1649956.625000 Penalty: 4891.416992
	Iteration 21Q: 3 clusters Score -1649957 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1650007.625000 Penalty: 4891.416992
	Iteration 22Q: 3 clusters Score -1650008 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1650057.625000 Penalty: 4891.416992
	Iteration 23Q: 3 clusters Score -1650058 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1650090.500000 Penalty: 4891.416992
	Iteration 24Q: 3 clusters Score -1650090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1650120.250000 Penalty: 4891.416992
	Iteration 25Q: 3 clusters Score -1650120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1650142.875000 Penalty: 4891.416992
	Iteration 26Q: 3 clusters Score -1650143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1650160.250000 Penalty: 4891.416992
	Iteration 27Q: 3 clusters Score -1650160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1650180.375000 Penalty: 4891.416992
	Iteration 28Q: 3 clusters Score -1650180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1650195.750000 Penalty: 4891.416992
	Iteration 29Q: 3 clusters Score -1650196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1650203.500000 Penalty: 4891.416992
	Iteration 30Q: 3 clusters Score -1650204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1650214.125000 Penalty: 4891.416992
	Iteration 31Q: 3 clusters Score -1650214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1650225.250000 Penalty: 4891.416992
	Iteration 32Q: 3 clusters Score -1650225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1650234.875000 Penalty: 4891.416992
	Iteration 33Q: 3 clusters Score -1650235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1650240.500000 Penalty: 4891.416992
	Iteration 34Q: 3 clusters Score -1650240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1650249.625000 Penalty: 4891.416992
	Iteration 35Q: 3 clusters Score -1650250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1650267.250000 Penalty: 4891.416992
	Iteration 36Q: 3 clusters Score -1650267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1650274.000000 Penalty: 4891.416992
	Iteration 37Q: 3 clusters Score -1650274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1650288.875000 Penalty: 4891.416992
	Iteration 38Q: 3 clusters Score -1650289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1650302.875000 Penalty: 4891.416992
	Iteration 39Q: 3 clusters Score -1650303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1650306.000000 Penalty: 4891.416992
	Iteration 40F: 3 clusters Score -1650306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1650313.625000 Penalty: 4891.416992
	Iteration 41Q: 3 clusters Score -1650314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1650319.375000 Penalty: 4891.416992
	Iteration 42Q: 3 clusters Score -1650319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1650324.625000 Penalty: 4891.416992
	Iteration 43Q: 3 clusters Score -1650325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1650334.500000 Penalty: 4891.416992
	Iteration 44Q: 3 clusters Score -1650334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1650345.250000 Penalty: 4891.416992
	Iteration 45Q: 3 clusters Score -1650345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1650351.500000 Penalty: 4891.416992
	Iteration 46Q: 3 clusters Score -1650352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1650355.375000 Penalty: 4891.416992
	Iteration 47Q: 3 clusters Score -1650355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1650356.750000 Penalty: 4891.416992
	Iteration 48Q: 3 clusters Score -1650357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1650363.500000 Penalty: 4891.416992
	Iteration 49Q: 3 clusters Score -1650364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1650369.625000 Penalty: 4891.416992
	Iteration 50Q: 3 clusters Score -1650370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1650375.125000 Penalty: 4891.416992
	Iteration 51Q: 3 clusters Score -1650375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1650377.000000 Penalty: 4891.416992
	Iteration 52Q: 3 clusters Score -1650377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1650381.750000 Penalty: 4891.416992
	Iteration 53Q: 3 clusters Score -1650382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1650392.875000 Penalty: 4891.416992
	Iteration 54Q: 3 clusters Score -1650393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1650395.375000 Penalty: 4891.416992
	Iteration 55Q: 3 clusters Score -1650395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1650403.625000 Penalty: 4891.416992
	Iteration 56Q: 3 clusters Score -1650404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1650414.750000 Penalty: 4891.416992
	Iteration 57Q: 3 clusters Score -1650415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1650425.375000 Penalty: 4891.416992
	Iteration 58Q: 3 clusters Score -1650425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1650429.250000 Penalty: 4891.416992
	Iteration 59Q: 3 clusters Score -1650429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1650436.875000 Penalty: 4891.416992
	Iteration 60F: 3 clusters Score -1650437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1650439.125000 Penalty: 4891.416992
	Iteration 61Q: 3 clusters Score -1650439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1650438.875000 Penalty: 4891.416992
	Iteration 62Q: 3 clusters Score -1650439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1650452.625000 Penalty: 4891.416992
	Iteration 63Q: 3 clusters Score -1650453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1650454.000000 Penalty: 4891.416992
	Iteration 64Q: 3 clusters Score -1650454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1650455.875000 Penalty: 4891.416992
	Iteration 65Q: 3 clusters Score -1650456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1650455.875000 Penalty: 4891.416992
	Iteration 66Q: 3 clusters Score -1650456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1650460.375000 Penalty: 4891.416992
	Iteration 67Q: 3 clusters Score -1650460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1650457.375000 Penalty: 4891.416992
	Iteration 68Q: 3 clusters Score -1650457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1650455.500000 Penalty: 4891.416992
	Iteration 69Q: 3 clusters Score -1650456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1650460.125000 Penalty: 4891.416992
	Iteration 70Q: 3 clusters Score -1650460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1650461.750000 Penalty: 4891.416992
	Iteration 71Q: 3 clusters Score -1650462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1650467.500000 Penalty: 4891.416992
	Iteration 72Q: 3 clusters Score -1650468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1650466.375000 Penalty: 4891.416992
	Iteration 73Q: 3 clusters Score -1650466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1650468.250000 Penalty: 4891.416992
	Iteration 74Q: 3 clusters Score -1650468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1650467.750000 Penalty: 4891.416992
	Iteration 75Q: 3 clusters Score -1650468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1650473.000000 Penalty: 4891.416992
	Iteration 76Q: 3 clusters Score -1650473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1650475.125000 Penalty: 4891.416992
	Iteration 77Q: 3 clusters Score -1650475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1650472.500000 Penalty: 4891.416992
	Iteration 78Q: 3 clusters Score -1650472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1650478.500000 Penalty: 4891.416992
	Iteration 79Q: 3 clusters Score -1650478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1650478.000000 Penalty: 4891.416992
	Iteration 80F: 3 clusters Score -1650478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1650478.250000 Penalty: 4891.416992
	Iteration 81Q: 3 clusters Score -1650478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1650479.625000 Penalty: 4891.416992
	Iteration 82Q: 3 clusters Score -1650480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1650479.000000 Penalty: 4891.416992
	Iteration 83Q: 3 clusters Score -1650479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1650475.500000 Penalty: 4891.416992
	Iteration 84Q: 3 clusters Score -1650476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1650479.125000 Penalty: 4891.416992
	Iteration 85Q: 3 clusters Score -1650479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1650473.750000 Penalty: 4891.416992
	Iteration 86Q: 3 clusters Score -1650474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1650474.875000 Penalty: 4891.416992
	Iteration 87Q: 3 clusters Score -1650475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1650476.500000 Penalty: 4891.416992
	Iteration 88Q: 3 clusters Score -1650476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1650477.125000 Penalty: 4891.416992
	Iteration 89Q: 3 clusters Score -1650477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1650480.500000 Penalty: 4891.416992
	Iteration 90Q: 3 clusters Score -1650480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1650477.750000 Penalty: 4891.416992
	Iteration 91Q: 3 clusters Score -1650478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1650477.750000 Penalty: 4891.416992
	Iteration 92F: 3 clusters Score -1650478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -32005.337891 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -32005.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30580.027344 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -30580.03 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30801.078125 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -30801.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30942.570312 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -30942.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31116.849609 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -31116.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31295.929688 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -31295.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31390.162109 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -31390.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31513.546875 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -31513.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31589.132812 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -31589.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31670.150391 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -31670.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31714.021484 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -31714.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31728.572266 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -31728.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31733.234375 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -31733.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31739.320312 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -31739.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31742.474609 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -31742.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31743.933594 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -31743.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31748.455078 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -31748.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31751.396484 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -31751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31751.396484 Penalty: 3029.083252
	Iteration 17F: 3 clusters Score -31751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (435420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435420 members 
Entering Unmasked Estep 
Score: -40035356.000000 Penalty: 3220.048340
	Iteration 0F: 2 clusters Score -4.003536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217481 members 
Mstep: Class 2 contains 217939 members 
Entering Unmasked Estep 
Score: -39742316.000000 Penalty: 6440.096680
	Iteration 0F: 3 clusters Score -3.974232e+07 nChanged 211645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214512 members 
Mstep: Class 2 contains 220908 members 
Entering Unmasked Estep 
Score: -39867748.000000 Penalty: 6440.096680
	Iteration 1F: 3 clusters Score -3.986775e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212153 members 
Mstep: Class 2 contains 223267 members 
Entering Unmasked Estep 
Score: -39869736.000000 Penalty: 6440.096680
	Iteration 2Q: 3 clusters Score -3.986974e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208551 members 
Mstep: Class 2 contains 226869 members 
Entering Unmasked Estep 
Score: -39872212.000000 Penalty: 6440.096680
	Iteration 3Q: 3 clusters Score -3.987221e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203041 members 
Mstep: Class 2 contains 232379 members 
Entering Unmasked Estep 
Score: -39875904.000000 Penalty: 6440.096680
	Iteration 4Q: 3 clusters Score -3.98759e+07 nChanged 15658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194453 members 
Mstep: Class 2 contains 240967 members 
Entering Unmasked Estep 
Score: -39881900.000000 Penalty: 6440.096680
	Iteration 5Q: 3 clusters Score -3.98819e+07 nChanged 19265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181860 members 
Mstep: Class 2 contains 253560 members 
Entering Unmasked Estep 
Score: -39891336.000000 Penalty: 6440.096680
	Iteration 6Q: 3 clusters Score -3.989134e+07 nChanged 23733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164173 members 
Mstep: Class 2 contains 271247 members 
Entering Unmasked Estep 
Score: -39906100.000000 Penalty: 6440.096680
	Iteration 7F: 3 clusters Score -3.99061e+07 nChanged 27631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 293832 members 
Entering Unmasked Estep 
Score: -39926352.000000 Penalty: 6440.096680
	Iteration 8F: 3 clusters Score -3.992635e+07 nChanged 28858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 318864 members 
Entering Unmasked Estep 
Score: -39948672.000000 Penalty: 6440.096680
	Iteration 9F: 3 clusters Score -3.994867e+07 nChanged 27073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91941 members 
Mstep: Class 2 contains 343479 members 
Entering Unmasked Estep 
Score: -39969048.000000 Penalty: 6440.096680
	Iteration 10F: 3 clusters Score -3.996905e+07 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 365312 members 
Entering Unmasked Estep 
Score: -39986344.000000 Penalty: 6440.096680
	Iteration 11F: 3 clusters Score -3.998634e+07 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 383986 members 
Entering Unmasked Estep 
Score: -40000076.000000 Penalty: 6440.096680
	Iteration 12Q: 3 clusters Score -4.000008e+07 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 399171 members 
Entering Unmasked Estep 
Score: -40010832.000000 Penalty: 6440.096680
	Iteration 13Q: 3 clusters Score -4.001083e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 410881 members 
Entering Unmasked Estep 
Score: -40018668.000000 Penalty: 6440.096680
	Iteration 14Q: 3 clusters Score -4.001867e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 419115 members 
Entering Unmasked Estep 
Score: -40024128.000000 Penalty: 6440.096680
	Iteration 15Q: 3 clusters Score -4.002413e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 424627 members 
Entering Unmasked Estep 
Score: -40027276.000000 Penalty: 6440.096680
	Iteration 16Q: 3 clusters Score -4.002728e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 428213 members 
Entering Unmasked Estep 
Score: -40029244.000000 Penalty: 6440.096680
	Iteration 17Q: 3 clusters Score -4.002924e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 430461 members 
Entering Unmasked Estep 
Score: -40030472.000000 Penalty: 6440.096680
	Iteration 18Q: 3 clusters Score -4.003047e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 431871 members 
Entering Unmasked Estep 
Score: -40031292.000000 Penalty: 6440.096680
	Iteration 19Q: 3 clusters Score -4.003129e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 432701 members 
Entering Unmasked Estep 
Score: -40031740.000000 Penalty: 6440.096680
	Iteration 20F: 3 clusters Score -4.003174e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 433264 members 
Entering Unmasked Estep 
Score: -40032060.000000 Penalty: 6440.096680
	Iteration 21Q: 3 clusters Score -4.003206e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 433627 members 
Entering Unmasked Estep 
Score: -40032212.000000 Penalty: 6440.096680
	Iteration 22Q: 3 clusters Score -4.003221e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 433855 members 
Entering Unmasked Estep 
Score: -40032232.000000 Penalty: 6440.096680
	Iteration 23Q: 3 clusters Score -4.003223e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 434007 members 
Entering Unmasked Estep 
Score: -40032364.000000 Penalty: 6440.096680
	Iteration 24Q: 3 clusters Score -4.003236e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 434117 members 
Entering Unmasked Estep 
Score: -40032464.000000 Penalty: 6440.096680
	Iteration 25Q: 3 clusters Score -4.003246e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 434204 members 
Entering Unmasked Estep 
Score: -40032472.000000 Penalty: 6440.096680
	Iteration 26Q: 3 clusters Score -4.003247e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 434265 members 
Entering Unmasked Estep 
Score: -40032564.000000 Penalty: 6440.096680
	Iteration 27Q: 3 clusters Score -4.003256e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 434314 members 
Entering Unmasked Estep 
Score: -40032564.000000 Penalty: 6440.096680
	Iteration 28Q: 3 clusters Score -4.003256e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 434345 members 
Entering Unmasked Estep 
Score: -40032636.000000 Penalty: 6440.096680
	Iteration 29Q: 3 clusters Score -4.003264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 434378 members 
Entering Unmasked Estep 
Score: -40032668.000000 Penalty: 6440.096680
	Iteration 30Q: 3 clusters Score -4.003267e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 434396 members 
Entering Unmasked Estep 
Score: -40032672.000000 Penalty: 6440.096680
	Iteration 31Q: 3 clusters Score -4.003267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 434413 members 
Entering Unmasked Estep 
Score: -40032704.000000 Penalty: 6440.096680
	Iteration 32Q: 3 clusters Score -4.00327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 434424 members 
Entering Unmasked Estep 
Score: -40032720.000000 Penalty: 6440.096680
	Iteration 33Q: 3 clusters Score -4.003272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 434432 members 
Entering Unmasked Estep 
Score: -40032720.000000 Penalty: 6440.096680
	Iteration 34Q: 3 clusters Score -4.003272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 434440 members 
Entering Unmasked Estep 
Score: -40032744.000000 Penalty: 6440.096680
	Iteration 35Q: 3 clusters Score -4.003274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 434449 members 
Entering Unmasked Estep 
Score: -40032756.000000 Penalty: 6440.096680
	Iteration 36Q: 3 clusters Score -4.003276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 434453 members 
Entering Unmasked Estep 
Score: -40032748.000000 Penalty: 6440.096680
	Iteration 37Q: 3 clusters Score -4.003275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 434457 members 
Entering Unmasked Estep 
Score: -40032784.000000 Penalty: 6440.096680
	Iteration 38Q: 3 clusters Score -4.003278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 434459 members 
Entering Unmasked Estep 
Score: -40032784.000000 Penalty: 6440.096680
	Iteration 39Q: 3 clusters Score -4.003278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 434460 members 
Entering Unmasked Estep 
Score: -40032764.000000 Penalty: 6440.096680
	Iteration 40F: 3 clusters Score -4.003276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Entering Unmasked Estep 
Score: -1277408.250000 Penalty: 2384.670166
	Iteration 0F: 2 clusters Score -1277408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1266539.625000 Penalty: 4769.340332
	Iteration 0F: 3 clusters Score -1266540 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1270009.000000 Penalty: 4769.340332
	Iteration 1F: 3 clusters Score -1270009 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1270389.375000 Penalty: 4769.340332
	Iteration 2F: 3 clusters Score -1270389 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1270726.750000 Penalty: 4769.340332
	Iteration 3F: 3 clusters Score -1270727 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1271038.500000 Penalty: 4769.340332
	Iteration 4Q: 3 clusters Score -1271038 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1271363.125000 Penalty: 4769.340332
	Iteration 5Q: 3 clusters Score -1271363 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1271631.250000 Penalty: 4769.340332
	Iteration 6Q: 3 clusters Score -1271631 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1271874.875000 Penalty: 4769.340332
	Iteration 7Q: 3 clusters Score -1271875 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1272144.375000 Penalty: 4769.340332
	Iteration 8Q: 3 clusters Score -1272144 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1272424.500000 Penalty: 4769.340332
	Iteration 9Q: 3 clusters Score -1272424 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1272721.125000 Penalty: 4769.340332
	Iteration 10Q: 3 clusters Score -1272721 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1273029.750000 Penalty: 4769.340332
	Iteration 11Q: 3 clusters Score -1273030 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1273364.750000 Penalty: 4769.340332
	Iteration 12Q: 3 clusters Score -1273365 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1273724.625000 Penalty: 4769.340332
	Iteration 13Q: 3 clusters Score -1273725 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1274036.125000 Penalty: 4769.340332
	Iteration 14Q: 3 clusters Score -1274036 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1274313.250000 Penalty: 4769.340332
	Iteration 15Q: 3 clusters Score -1274313 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1274553.875000 Penalty: 4769.340332
	Iteration 16Q: 3 clusters Score -1274554 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1274740.375000 Penalty: 4769.340332
	Iteration 17Q: 3 clusters Score -1274740 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1274850.125000 Penalty: 4769.340332
	Iteration 18Q: 3 clusters Score -1274850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1274925.250000 Penalty: 4769.340332
	Iteration 19Q: 3 clusters Score -1274925 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1274987.250000 Penalty: 4769.340332
	Iteration 20F: 3 clusters Score -1274987 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1275052.125000 Penalty: 4769.340332
	Iteration 21Q: 3 clusters Score -1275052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1275103.875000 Penalty: 4769.340332
	Iteration 22Q: 3 clusters Score -1275104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1275135.750000 Penalty: 4769.340332
	Iteration 23Q: 3 clusters Score -1275136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1275160.000000 Penalty: 4769.340332
	Iteration 24Q: 3 clusters Score -1275160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1275177.750000 Penalty: 4769.340332
	Iteration 25Q: 3 clusters Score -1275178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1275206.500000 Penalty: 4769.340332
	Iteration 26Q: 3 clusters Score -1275206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1275218.250000 Penalty: 4769.340332
	Iteration 27Q: 3 clusters Score -1275218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1275232.750000 Penalty: 4769.340332
	Iteration 28Q: 3 clusters Score -1275233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1275247.000000 Penalty: 4769.340332
	Iteration 29Q: 3 clusters Score -1275247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1275257.750000 Penalty: 4769.340332
	Iteration 30Q: 3 clusters Score -1275258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1275262.750000 Penalty: 4769.340332
	Iteration 31Q: 3 clusters Score -1275263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1275265.375000 Penalty: 4769.340332
	Iteration 32Q: 3 clusters Score -1275265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1275269.500000 Penalty: 4769.340332
	Iteration 33Q: 3 clusters Score -1275270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1275277.750000 Penalty: 4769.340332
	Iteration 34Q: 3 clusters Score -1275278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1275283.500000 Penalty: 4769.340332
	Iteration 35Q: 3 clusters Score -1275284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1275287.250000 Penalty: 4769.340332
	Iteration 36Q: 3 clusters Score -1275287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1275292.250000 Penalty: 4769.340332
	Iteration 37Q: 3 clusters Score -1275292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1275302.250000 Penalty: 4769.340332
	Iteration 38Q: 3 clusters Score -1275302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1275306.375000 Penalty: 4769.340332
	Iteration 39Q: 3 clusters Score -1275306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1275307.750000 Penalty: 4769.340332
	Iteration 40F: 3 clusters Score -1275308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1275313.125000 Penalty: 4769.340332
	Iteration 41Q: 3 clusters Score -1275313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1275316.500000 Penalty: 4769.340332
	Iteration 42Q: 3 clusters Score -1275316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1275325.000000 Penalty: 4769.340332
	Iteration 43Q: 3 clusters Score -1275325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1275334.250000 Penalty: 4769.340332
	Iteration 44Q: 3 clusters Score -1275334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1275344.625000 Penalty: 4769.340332
	Iteration 45Q: 3 clusters Score -1275345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1275352.375000 Penalty: 4769.340332
	Iteration 46Q: 3 clusters Score -1275352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1275362.875000 Penalty: 4769.340332
	Iteration 47Q: 3 clusters Score -1275363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1275365.125000 Penalty: 4769.340332
	Iteration 48Q: 3 clusters Score -1275365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1275368.875000 Penalty: 4769.340332
	Iteration 49Q: 3 clusters Score -1275369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1275372.750000 Penalty: 4769.340332
	Iteration 50Q: 3 clusters Score -1275373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1275374.625000 Penalty: 4769.340332
	Iteration 51Q: 3 clusters Score -1275375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1275379.625000 Penalty: 4769.340332
	Iteration 52Q: 3 clusters Score -1275380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1275388.375000 Penalty: 4769.340332
	Iteration 53Q: 3 clusters Score -1275388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1275401.000000 Penalty: 4769.340332
	Iteration 54Q: 3 clusters Score -1275401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1275404.375000 Penalty: 4769.340332
	Iteration 55Q: 3 clusters Score -1275404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1275408.750000 Penalty: 4769.340332
	Iteration 56Q: 3 clusters Score -1275409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1275412.125000 Penalty: 4769.340332
	Iteration 57Q: 3 clusters Score -1275412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1275414.750000 Penalty: 4769.340332
	Iteration 58Q: 3 clusters Score -1275415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1275421.125000 Penalty: 4769.340332
	Iteration 59Q: 3 clusters Score -1275421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1275424.500000 Penalty: 4769.340332
	Iteration 60F: 3 clusters Score -1275424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1275430.500000 Penalty: 4769.340332
	Iteration 61Q: 3 clusters Score -1275430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1275431.250000 Penalty: 4769.340332
	Iteration 62Q: 3 clusters Score -1275431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1275430.625000 Penalty: 4769.340332
	Iteration 63Q: 3 clusters Score -1275431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1275431.250000 Penalty: 4769.340332
	Iteration 64Q: 3 clusters Score -1275431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1275435.125000 Penalty: 4769.340332
	Iteration 65Q: 3 clusters Score -1275435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1275433.750000 Penalty: 4769.340332
	Iteration 66Q: 3 clusters Score -1275434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1275435.250000 Penalty: 4769.340332
	Iteration 67Q: 3 clusters Score -1275435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1275440.625000 Penalty: 4769.340332
	Iteration 68Q: 3 clusters Score -1275441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1275442.625000 Penalty: 4769.340332
	Iteration 69Q: 3 clusters Score -1275443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1275441.875000 Penalty: 4769.340332
	Iteration 70Q: 3 clusters Score -1275442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1275444.250000 Penalty: 4769.340332
	Iteration 71Q: 3 clusters Score -1275444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1275446.250000 Penalty: 4769.340332
	Iteration 72Q: 3 clusters Score -1275446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1275447.375000 Penalty: 4769.340332
	Iteration 73Q: 3 clusters Score -1275447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1275449.500000 Penalty: 4769.340332
	Iteration 74Q: 3 clusters Score -1275450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1275451.000000 Penalty: 4769.340332
	Iteration 75Q: 3 clusters Score -1275451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1275453.375000 Penalty: 4769.340332
	Iteration 76Q: 3 clusters Score -1275453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1275460.375000 Penalty: 4769.340332
	Iteration 77Q: 3 clusters Score -1275460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1275466.250000 Penalty: 4769.340332
	Iteration 78Q: 3 clusters Score -1275466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1275472.875000 Penalty: 4769.340332
	Iteration 79Q: 3 clusters Score -1275473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1275478.625000 Penalty: 4769.340332
	Iteration 80F: 3 clusters Score -1275479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1275482.875000 Penalty: 4769.340332
	Iteration 81Q: 3 clusters Score -1275483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1275482.750000 Penalty: 4769.340332
	Iteration 82Q: 3 clusters Score -1275483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1275488.750000 Penalty: 4769.340332
	Iteration 83Q: 3 clusters Score -1275489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1275491.375000 Penalty: 4769.340332
	Iteration 84Q: 3 clusters Score -1275491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1275496.625000 Penalty: 4769.340332
	Iteration 85Q: 3 clusters Score -1275497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1275497.625000 Penalty: 4769.340332
	Iteration 86Q: 3 clusters Score -1275498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1275498.750000 Penalty: 4769.340332
	Iteration 87Q: 3 clusters Score -1275499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1275502.375000 Penalty: 4769.340332
	Iteration 88Q: 3 clusters Score -1275502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1275506.250000 Penalty: 4769.340332
	Iteration 89Q: 3 clusters Score -1275506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1275508.500000 Penalty: 4769.340332
	Iteration 90Q: 3 clusters Score -1275508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1275510.375000 Penalty: 4769.340332
	Iteration 91Q: 3 clusters Score -1275510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1275515.000000 Penalty: 4769.340332
	Iteration 92Q: 3 clusters Score -1275515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1275524.000000 Penalty: 4769.340332
	Iteration 93Q: 3 clusters Score -1275524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1275527.375000 Penalty: 4769.340332
	Iteration 94Q: 3 clusters Score -1275527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1275530.250000 Penalty: 4769.340332
	Iteration 95Q: 3 clusters Score -1275530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1275529.750000 Penalty: 4769.340332
	Iteration 96Q: 3 clusters Score -1275530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1275529.250000 Penalty: 4769.340332
	Iteration 97Q: 3 clusters Score -1275529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1275530.000000 Penalty: 4769.340332
	Iteration 98Q: 3 clusters Score -1275530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1275531.875000 Penalty: 4769.340332
	Iteration 99Q: 3 clusters Score -1275532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1275532.625000 Penalty: 4769.340332
	Iteration 100F: 3 clusters Score -1275533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1275535.875000 Penalty: 4769.340332
	Iteration 101Q: 3 clusters Score -1275536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1275541.000000 Penalty: 4769.340332
	Iteration 102Q: 3 clusters Score -1275541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1275540.500000 Penalty: 4769.340332
	Iteration 103Q: 3 clusters Score -1275540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1275538.500000 Penalty: 4769.340332
	Iteration 104Q: 3 clusters Score -1275538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1275543.625000 Penalty: 4769.340332
	Iteration 105Q: 3 clusters Score -1275544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1275546.500000 Penalty: 4769.340332
	Iteration 106Q: 3 clusters Score -1275546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1275549.875000 Penalty: 4769.340332
	Iteration 107Q: 3 clusters Score -1275550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1275555.375000 Penalty: 4769.340332
	Iteration 108Q: 3 clusters Score -1275555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1275556.125000 Penalty: 4769.340332
	Iteration 109Q: 3 clusters Score -1275556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1275557.375000 Penalty: 4769.340332
	Iteration 110Q: 3 clusters Score -1275557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1275561.250000 Penalty: 4769.340332
	Iteration 111Q: 3 clusters Score -1275561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1275564.125000 Penalty: 4769.340332
	Iteration 112Q: 3 clusters Score -1275564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1275564.625000 Penalty: 4769.340332
	Iteration 113Q: 3 clusters Score -1275565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1275567.000000 Penalty: 4769.340332
	Iteration 114Q: 3 clusters Score -1275567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1275568.750000 Penalty: 4769.340332
	Iteration 115Q: 3 clusters Score -1275569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1275570.250000 Penalty: 4769.340332
	Iteration 116Q: 3 clusters Score -1275570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1275569.250000 Penalty: 4769.340332
	Iteration 117Q: 3 clusters Score -1275569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1275568.625000 Penalty: 4769.340332
	Iteration 118Q: 3 clusters Score -1275569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1275573.125000 Penalty: 4769.340332
	Iteration 119Q: 3 clusters Score -1275573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1275575.000000 Penalty: 4769.340332
	Iteration 120F: 3 clusters Score -1275575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1275574.000000 Penalty: 4769.340332
	Iteration 121Q: 3 clusters Score -1275574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1275574.000000 Penalty: 4769.340332
	Iteration 122F: 3 clusters Score -1275574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Entering Unmasked Estep 
Score: -947923.625000 Penalty: 2312.159180
	Iteration 0F: 2 clusters Score -947923.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -939495.500000 Penalty: 4624.318359
	Iteration 0F: 3 clusters Score -939495.5 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -942025.625000 Penalty: 4624.318359
	Iteration 1F: 3 clusters Score -942025.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -942383.812500 Penalty: 4624.318359
	Iteration 2F: 3 clusters Score -942383.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -942627.187500 Penalty: 4624.318359
	Iteration 3Q: 3 clusters Score -942627.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -942892.562500 Penalty: 4624.318359
	Iteration 4Q: 3 clusters Score -942892.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -943172.625000 Penalty: 4624.318359
	Iteration 5Q: 3 clusters Score -943172.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -943525.312500 Penalty: 4624.318359
	Iteration 6Q: 3 clusters Score -943525.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -943909.062500 Penalty: 4624.318359
	Iteration 7F: 3 clusters Score -943909.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -944289.812500 Penalty: 4624.318359
	Iteration 8Q: 3 clusters Score -944289.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -944644.375000 Penalty: 4624.318359
	Iteration 9Q: 3 clusters Score -944644.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -944947.500000 Penalty: 4624.318359
	Iteration 10Q: 3 clusters Score -944947.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -945187.000000 Penalty: 4624.318359
	Iteration 11Q: 3 clusters Score -945187 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -945344.687500 Penalty: 4624.318359
	Iteration 12Q: 3 clusters Score -945344.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -945451.125000 Penalty: 4624.318359
	Iteration 13Q: 3 clusters Score -945451.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -945547.375000 Penalty: 4624.318359
	Iteration 14Q: 3 clusters Score -945547.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -945639.187500 Penalty: 4624.318359
	Iteration 15Q: 3 clusters Score -945639.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -945732.937500 Penalty: 4624.318359
	Iteration 16Q: 3 clusters Score -945732.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -945810.500000 Penalty: 4624.318359
	Iteration 17Q: 3 clusters Score -945810.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -945867.937500 Penalty: 4624.318359
	Iteration 18Q: 3 clusters Score -945867.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -945932.312500 Penalty: 4624.318359
	Iteration 19Q: 3 clusters Score -945932.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -945994.937500 Penalty: 4624.318359
	Iteration 20F: 3 clusters Score -945994.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -946062.625000 Penalty: 4624.318359
	Iteration 21Q: 3 clusters Score -946062.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -946128.437500 Penalty: 4624.318359
	Iteration 22Q: 3 clusters Score -946128.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -946200.062500 Penalty: 4624.318359
	Iteration 23Q: 3 clusters Score -946200.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -946293.937500 Penalty: 4624.318359
	Iteration 24Q: 3 clusters Score -946293.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -946387.875000 Penalty: 4624.318359
	Iteration 25Q: 3 clusters Score -946387.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -946496.437500 Penalty: 4624.318359
	Iteration 26Q: 3 clusters Score -946496.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -946626.187500 Penalty: 4624.318359
	Iteration 27Q: 3 clusters Score -946626.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -946763.437500 Penalty: 4624.318359
	Iteration 28Q: 3 clusters Score -946763.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -946917.500000 Penalty: 4624.318359
	Iteration 29Q: 3 clusters Score -946917.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -947082.750000 Penalty: 4624.318359
	Iteration 30Q: 3 clusters Score -947082.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -947255.625000 Penalty: 4624.318359
	Iteration 31Q: 3 clusters Score -947255.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -947381.625000 Penalty: 4624.318359
	Iteration 32Q: 3 clusters Score -947381.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -947455.750000 Penalty: 4624.318359
	Iteration 33Q: 3 clusters Score -947455.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -947500.437500 Penalty: 4624.318359
	Iteration 34Q: 3 clusters Score -947500.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -947530.937500 Penalty: 4624.318359
	Iteration 35Q: 3 clusters Score -947530.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -947559.625000 Penalty: 4624.318359
	Iteration 36Q: 3 clusters Score -947559.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -947581.000000 Penalty: 4624.318359
	Iteration 37Q: 3 clusters Score -947581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -947595.000000 Penalty: 4624.318359
	Iteration 38Q: 3 clusters Score -947595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -947602.000000 Penalty: 4624.318359
	Iteration 39Q: 3 clusters Score -947602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -947609.562500 Penalty: 4624.318359
	Iteration 40F: 3 clusters Score -947609.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -947610.375000 Penalty: 4624.318359
	Iteration 41Q: 3 clusters Score -947610.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -947610.562500 Penalty: 4624.318359
	Iteration 42Q: 3 clusters Score -947610.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -947614.500000 Penalty: 4624.318359
	Iteration 43Q: 3 clusters Score -947614.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -947615.625000 Penalty: 4624.318359
	Iteration 44Q: 3 clusters Score -947615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -947615.750000 Penalty: 4624.318359
	Iteration 45Q: 3 clusters Score -947615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -947617.375000 Penalty: 4624.318359
	Iteration 46Q: 3 clusters Score -947617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -947617.937500 Penalty: 4624.318359
	Iteration 47Q: 3 clusters Score -947617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -947618.000000 Penalty: 4624.318359
	Iteration 48Q: 3 clusters Score -947618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -947616.437500 Penalty: 4624.318359
	Iteration 49Q: 3 clusters Score -947616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -947616.437500 Penalty: 4624.318359
	Iteration 50F: 3 clusters Score -947616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -69645.968750 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -69645.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -67993.000000 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -67993 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -69040.906250 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -69040.91 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -69747.148438 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -69747.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70232.617188 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -70232.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70455.109375 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -70455.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70503.882812 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -70503.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70513.437500 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -70513.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70516.125000 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -70516.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70516.125000 Penalty: 3371.778320
	Iteration 8F: 3 clusters Score -70516.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435420 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 289 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 156850 members 
Mstep: Class 14 contains 43469 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35612 members 
Mstep: Class 17 contains 13981 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 245878 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 607 members 
Entering Unmasked Estep 
Score: -93619696.000000 Penalty: 82531.210938
Splitting cluster 6 changes total score from -93620584.000000 to -93619696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (8643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Entering Unmasked Estep 
Score: -800787.375000 Penalty: 2247.997070
	Iteration 0F: 2 clusters Score -800787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -793897.500000 Penalty: 4495.994141
	Iteration 0F: 3 clusters Score -793897.5 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -795731.375000 Penalty: 4495.994141
	Iteration 1F: 3 clusters Score -795731.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -795981.062500 Penalty: 4495.994141
	Iteration 2F: 3 clusters Score -795981.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -796150.937500 Penalty: 4495.994141
	Iteration 3Q: 3 clusters Score -796150.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -796274.312500 Penalty: 4495.994141
	Iteration 4Q: 3 clusters Score -796274.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -796360.437500 Penalty: 4495.994141
	Iteration 5Q: 3 clusters Score -796360.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -796423.375000 Penalty: 4495.994141
	Iteration 6Q: 3 clusters Score -796423.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -796486.187500 Penalty: 4495.994141
	Iteration 7Q: 3 clusters Score -796486.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -796543.625000 Penalty: 4495.994141
	Iteration 8Q: 3 clusters Score -796543.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -796595.562500 Penalty: 4495.994141
	Iteration 9Q: 3 clusters Score -796595.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -796643.312500 Penalty: 4495.994141
	Iteration 10Q: 3 clusters Score -796643.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -796685.187500 Penalty: 4495.994141
	Iteration 11Q: 3 clusters Score -796685.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -796730.187500 Penalty: 4495.994141
	Iteration 12Q: 3 clusters Score -796730.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -796777.187500 Penalty: 4495.994141
	Iteration 13Q: 3 clusters Score -796777.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -796825.875000 Penalty: 4495.994141
	Iteration 14Q: 3 clusters Score -796825.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -796880.187500 Penalty: 4495.994141
	Iteration 15Q: 3 clusters Score -796880.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -796946.062500 Penalty: 4495.994141
	Iteration 16Q: 3 clusters Score -796946.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -797026.937500 Penalty: 4495.994141
	Iteration 17Q: 3 clusters Score -797026.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -797133.062500 Penalty: 4495.994141
	Iteration 18Q: 3 clusters Score -797133.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -797266.312500 Penalty: 4495.994141
	Iteration 19Q: 3 clusters Score -797266.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -797412.937500 Penalty: 4495.994141
	Iteration 20F: 3 clusters Score -797412.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -797570.750000 Penalty: 4495.994141
	Iteration 21Q: 3 clusters Score -797570.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -797758.687500 Penalty: 4495.994141
	Iteration 22Q: 3 clusters Score -797758.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -797960.625000 Penalty: 4495.994141
	Iteration 23Q: 3 clusters Score -797960.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -798143.937500 Penalty: 4495.994141
	Iteration 24Q: 3 clusters Score -798143.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -798310.437500 Penalty: 4495.994141
	Iteration 25Q: 3 clusters Score -798310.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -798447.375000 Penalty: 4495.994141
	Iteration 26Q: 3 clusters Score -798447.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -798538.750000 Penalty: 4495.994141
	Iteration 27Q: 3 clusters Score -798538.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -798596.625000 Penalty: 4495.994141
	Iteration 28Q: 3 clusters Score -798596.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -798651.687500 Penalty: 4495.994141
	Iteration 29Q: 3 clusters Score -798651.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -798695.687500 Penalty: 4495.994141
	Iteration 30Q: 3 clusters Score -798695.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -798725.687500 Penalty: 4495.994141
	Iteration 31Q: 3 clusters Score -798725.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -798752.437500 Penalty: 4495.994141
	Iteration 32Q: 3 clusters Score -798752.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -798776.875000 Penalty: 4495.994141
	Iteration 33Q: 3 clusters Score -798776.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -798798.000000 Penalty: 4495.994141
	Iteration 34Q: 3 clusters Score -798798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -798809.187500 Penalty: 4495.994141
	Iteration 35Q: 3 clusters Score -798809.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -798824.375000 Penalty: 4495.994141
	Iteration 36Q: 3 clusters Score -798824.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -798836.500000 Penalty: 4495.994141
	Iteration 37Q: 3 clusters Score -798836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -798848.187500 Penalty: 4495.994141
	Iteration 38Q: 3 clusters Score -798848.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -798856.812500 Penalty: 4495.994141
	Iteration 39Q: 3 clusters Score -798856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -798863.062500 Penalty: 4495.994141
	Iteration 40F: 3 clusters Score -798863.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -798865.625000 Penalty: 4495.994141
	Iteration 41Q: 3 clusters Score -798865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -798867.500000 Penalty: 4495.994141
	Iteration 42Q: 3 clusters Score -798867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -798869.812500 Penalty: 4495.994141
	Iteration 43Q: 3 clusters Score -798869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -798870.625000 Penalty: 4495.994141
	Iteration 44Q: 3 clusters Score -798870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -798870.625000 Penalty: 4495.994141
	Iteration 45F: 3 clusters Score -798870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Entering Unmasked Estep 
Score: -934470.937500 Penalty: 2295.767822
	Iteration 0F: 2 clusters Score -934470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -926516.062500 Penalty: 4591.535645
	Iteration 0F: 3 clusters Score -926516.1 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -928924.000000 Penalty: 4591.535645
	Iteration 1F: 3 clusters Score -928924 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -929327.875000 Penalty: 4591.535645
	Iteration 2F: 3 clusters Score -929327.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -929704.375000 Penalty: 4591.535645
	Iteration 3F: 3 clusters Score -929704.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -930134.312500 Penalty: 4591.535645
	Iteration 4F: 3 clusters Score -930134.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -930589.875000 Penalty: 4591.535645
	Iteration 5F: 3 clusters Score -930589.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -931022.375000 Penalty: 4591.535645
	Iteration 6F: 3 clusters Score -931022.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -931349.437500 Penalty: 4591.535645
	Iteration 7F: 3 clusters Score -931349.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -931583.062500 Penalty: 4591.535645
	Iteration 8Q: 3 clusters Score -931583.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -931781.187500 Penalty: 4591.535645
	Iteration 9Q: 3 clusters Score -931781.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -931939.937500 Penalty: 4591.535645
	Iteration 10Q: 3 clusters Score -931939.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -932083.812500 Penalty: 4591.535645
	Iteration 11Q: 3 clusters Score -932083.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -932202.250000 Penalty: 4591.535645
	Iteration 12Q: 3 clusters Score -932202.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -932297.875000 Penalty: 4591.535645
	Iteration 13Q: 3 clusters Score -932297.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -932383.312500 Penalty: 4591.535645
	Iteration 14Q: 3 clusters Score -932383.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -932469.062500 Penalty: 4591.535645
	Iteration 15Q: 3 clusters Score -932469.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -932545.625000 Penalty: 4591.535645
	Iteration 16Q: 3 clusters Score -932545.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -932607.750000 Penalty: 4591.535645
	Iteration 17Q: 3 clusters Score -932607.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -932671.250000 Penalty: 4591.535645
	Iteration 18Q: 3 clusters Score -932671.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -932750.250000 Penalty: 4591.535645
	Iteration 19Q: 3 clusters Score -932750.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -932826.562500 Penalty: 4591.535645
	Iteration 20F: 3 clusters Score -932826.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -932901.812500 Penalty: 4591.535645
	Iteration 21Q: 3 clusters Score -932901.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -932985.625000 Penalty: 4591.535645
	Iteration 22Q: 3 clusters Score -932985.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -933056.000000 Penalty: 4591.535645
	Iteration 23Q: 3 clusters Score -933056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -933099.250000 Penalty: 4591.535645
	Iteration 24Q: 3 clusters Score -933099.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -933127.000000 Penalty: 4591.535645
	Iteration 25Q: 3 clusters Score -933127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -933146.187500 Penalty: 4591.535645
	Iteration 26Q: 3 clusters Score -933146.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -933162.562500 Penalty: 4591.535645
	Iteration 27Q: 3 clusters Score -933162.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -933176.375000 Penalty: 4591.535645
	Iteration 28Q: 3 clusters Score -933176.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -933182.750000 Penalty: 4591.535645
	Iteration 29Q: 3 clusters Score -933182.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -933190.937500 Penalty: 4591.535645
	Iteration 30Q: 3 clusters Score -933190.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -933197.750000 Penalty: 4591.535645
	Iteration 31Q: 3 clusters Score -933197.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -933204.687500 Penalty: 4591.535645
	Iteration 32Q: 3 clusters Score -933204.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -933208.000000 Penalty: 4591.535645
	Iteration 33Q: 3 clusters Score -933208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -933213.562500 Penalty: 4591.535645
	Iteration 34Q: 3 clusters Score -933213.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -933220.375000 Penalty: 4591.535645
	Iteration 35Q: 3 clusters Score -933220.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -933225.937500 Penalty: 4591.535645
	Iteration 36Q: 3 clusters Score -933225.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -933231.937500 Penalty: 4591.535645
	Iteration 37Q: 3 clusters Score -933231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -933236.625000 Penalty: 4591.535645
	Iteration 38Q: 3 clusters Score -933236.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -933240.187500 Penalty: 4591.535645
	Iteration 39Q: 3 clusters Score -933240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -933241.562500 Penalty: 4591.535645
	Iteration 40F: 3 clusters Score -933241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -933241.875000 Penalty: 4591.535645
	Iteration 41Q: 3 clusters Score -933241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -933242.937500 Penalty: 4591.535645
	Iteration 42Q: 3 clusters Score -933242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -933244.375000 Penalty: 4591.535645
	Iteration 43Q: 3 clusters Score -933244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -933246.375000 Penalty: 4591.535645
	Iteration 44Q: 3 clusters Score -933246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -933247.000000 Penalty: 4591.535645
	Iteration 45Q: 3 clusters Score -933247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -933247.562500 Penalty: 4591.535645
	Iteration 46Q: 3 clusters Score -933247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -933248.125000 Penalty: 4591.535645
	Iteration 47Q: 3 clusters Score -933248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -933247.250000 Penalty: 4591.535645
	Iteration 48Q: 3 clusters Score -933247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -933247.875000 Penalty: 4591.535645
	Iteration 49Q: 3 clusters Score -933247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -933250.062500 Penalty: 4591.535645
	Iteration 50Q: 3 clusters Score -933250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -933249.250000 Penalty: 4591.535645
	Iteration 51Q: 3 clusters Score -933249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -933250.062500 Penalty: 4591.535645
	Iteration 52Q: 3 clusters Score -933250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -933248.812500 Penalty: 4591.535645
	Iteration 53Q: 3 clusters Score -933248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -933250.000000 Penalty: 4591.535645
	Iteration 54Q: 3 clusters Score -933250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -933250.625000 Penalty: 4591.535645
	Iteration 55Q: 3 clusters Score -933250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -933251.312500 Penalty: 4591.535645
	Iteration 56Q: 3 clusters Score -933251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -933250.875000 Penalty: 4591.535645
	Iteration 57Q: 3 clusters Score -933250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -933252.125000 Penalty: 4591.535645
	Iteration 58Q: 3 clusters Score -933252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -933251.062500 Penalty: 4591.535645
	Iteration 59Q: 3 clusters Score -933251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -933251.687500 Penalty: 4591.535645
	Iteration 60F: 3 clusters Score -933251.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -933253.812500 Penalty: 4591.535645
	Iteration 61Q: 3 clusters Score -933253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -933254.500000 Penalty: 4591.535645
	Iteration 62Q: 3 clusters Score -933254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -933255.000000 Penalty: 4591.535645
	Iteration 63Q: 3 clusters Score -933255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -933255.625000 Penalty: 4591.535645
	Iteration 64Q: 3 clusters Score -933255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -933256.875000 Penalty: 4591.535645
	Iteration 65Q: 3 clusters Score -933256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -933255.937500 Penalty: 4591.535645
	Iteration 66Q: 3 clusters Score -933255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -933258.187500 Penalty: 4591.535645
	Iteration 67Q: 3 clusters Score -933258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -933257.500000 Penalty: 4591.535645
	Iteration 68Q: 3 clusters Score -933257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -933258.625000 Penalty: 4591.535645
	Iteration 69Q: 3 clusters Score -933258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -933259.000000 Penalty: 4591.535645
	Iteration 70Q: 3 clusters Score -933259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -933259.125000 Penalty: 4591.535645
	Iteration 71Q: 3 clusters Score -933259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -933257.312500 Penalty: 4591.535645
	Iteration 72Q: 3 clusters Score -933257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -933257.312500 Penalty: 4591.535645
	Iteration 73F: 3 clusters Score -933257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -196835.703125 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -196835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -193989.343750 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -193989.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -195041.859375 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -195041.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -195817.156250 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -195817.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -196393.859375 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -196393.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -196890.875000 Penalty: 3872.726562
	Iteration 4F: 3 clusters Score -196890.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -197304.828125 Penalty: 3872.726562
	Iteration 5F: 3 clusters Score -197304.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197658.812500 Penalty: 3872.726562
	Iteration 6F: 3 clusters Score -197658.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -197891.046875 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -197891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -198031.562500 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -198031.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -198119.109375 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -198119.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -198152.312500 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -198152.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198169.781250 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -198169.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -198184.312500 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -198184.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -198195.328125 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -198195.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -198208.078125 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -198208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198215.343750 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -198215.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -198225.125000 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -198225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -198234.250000 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -198234.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -198242.125000 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -198242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -198250.531250 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -198250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -198254.546875 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -198254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -198256.875000 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -198256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -198258.265625 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -198258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198258.703125 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -198258.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198258.703125 Penalty: 3872.726562
	Iteration 24F: 3 clusters Score -198258.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435420 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 156850 members 
Mstep: Class 14 contains 43469 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35612 members 
Mstep: Class 17 contains 13981 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 245878 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1040 members 
Entering Unmasked Estep 
Score: -93620464.000000 Penalty: 82531.210938
Splitting cluster 9 changes total score from -93620584.000000 to -93620464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -38334.050781 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -38334.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36858.105469 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -36858.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37182.578125 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -37182.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37254.757812 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -37254.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37299.453125 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -37299.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37336.921875 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -37336.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37388.160156 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -37388.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37417.000000 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -37417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37456.355469 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -37456.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37506.824219 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -37506.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37545.300781 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -37545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37582.519531 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -37582.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37645.566406 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -37645.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37726.027344 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -37726.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37812.093750 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -37812.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37843.781250 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -37843.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37867.054688 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -37867.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37911.824219 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -37911.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37945.046875 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -37945.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38000.519531 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -38000.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38042.792969 Penalty: 3060.126709
	Iteration 19Q: 3 clusters Score -38042.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38197.273438 Penalty: 3060.126709
	Iteration 20F: 3 clusters Score -38197.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38629.667969 Penalty: 3060.126709
	Iteration 21Q: 3 clusters Score -38629.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38713.191406 Penalty: 3060.126709
	Iteration 22Q: 3 clusters Score -38713.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38804.039062 Penalty: 3060.126709
	Iteration 23Q: 3 clusters Score -38804.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38878.363281 Penalty: 3060.126709
	Iteration 24Q: 3 clusters Score -38878.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38989.308594 Penalty: 3060.126709
	Iteration 25Q: 3 clusters Score -38989.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39256.148438 Penalty: 3060.126709
	Iteration 26Q: 3 clusters Score -39256.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39256.148438 Penalty: 3060.126709
	Iteration 27F: 3 clusters Score -39256.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435420 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 156850 members 
Mstep: Class 14 contains 43469 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35612 members 
Mstep: Class 17 contains 13981 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 245878 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
Score: -93619552.000000 Penalty: 82531.210938
Splitting cluster 10 changes total score from -93620584.000000 to -93619552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (13533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Entering Unmasked Estep 
Score: -1287969.125000 Penalty: 2359.195801
	Iteration 0F: 2 clusters Score -1287969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1278016.375000 Penalty: 4718.391602
	Iteration 0F: 3 clusters Score -1278016 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1281122.125000 Penalty: 4718.391602
	Iteration 1F: 3 clusters Score -1281122 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1281477.000000 Penalty: 4718.391602
	Iteration 2F: 3 clusters Score -1281477 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1281766.750000 Penalty: 4718.391602
	Iteration 3Q: 3 clusters Score -1281767 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1282029.875000 Penalty: 4718.391602
	Iteration 4Q: 3 clusters Score -1282030 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1282355.750000 Penalty: 4718.391602
	Iteration 5Q: 3 clusters Score -1282356 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1282744.625000 Penalty: 4718.391602
	Iteration 6Q: 3 clusters Score -1282745 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1283212.500000 Penalty: 4718.391602
	Iteration 7F: 3 clusters Score -1283212 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1283762.875000 Penalty: 4718.391602
	Iteration 8F: 3 clusters Score -1283763 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1284379.500000 Penalty: 4718.391602
	Iteration 9F: 3 clusters Score -1284380 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1284956.375000 Penalty: 4718.391602
	Iteration 10F: 3 clusters Score -1284956 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1285310.125000 Penalty: 4718.391602
	Iteration 11Q: 3 clusters Score -1285310 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1285483.125000 Penalty: 4718.391602
	Iteration 12Q: 3 clusters Score -1285483 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1285573.750000 Penalty: 4718.391602
	Iteration 13Q: 3 clusters Score -1285574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1285617.500000 Penalty: 4718.391602
	Iteration 14Q: 3 clusters Score -1285618 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1285653.875000 Penalty: 4718.391602
	Iteration 15Q: 3 clusters Score -1285654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1285672.500000 Penalty: 4718.391602
	Iteration 16Q: 3 clusters Score -1285672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1285687.750000 Penalty: 4718.391602
	Iteration 17Q: 3 clusters Score -1285688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1285697.125000 Penalty: 4718.391602
	Iteration 18Q: 3 clusters Score -1285697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1285707.250000 Penalty: 4718.391602
	Iteration 19Q: 3 clusters Score -1285707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1285714.875000 Penalty: 4718.391602
	Iteration 20F: 3 clusters Score -1285715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1285721.375000 Penalty: 4718.391602
	Iteration 21Q: 3 clusters Score -1285721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1285722.750000 Penalty: 4718.391602
	Iteration 22Q: 3 clusters Score -1285723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1285725.750000 Penalty: 4718.391602
	Iteration 23Q: 3 clusters Score -1285726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1285730.375000 Penalty: 4718.391602
	Iteration 24Q: 3 clusters Score -1285730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1285733.125000 Penalty: 4718.391602
	Iteration 25Q: 3 clusters Score -1285733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1285732.875000 Penalty: 4718.391602
	Iteration 26Q: 3 clusters Score -1285733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1285738.250000 Penalty: 4718.391602
	Iteration 27Q: 3 clusters Score -1285738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1285741.125000 Penalty: 4718.391602
	Iteration 28Q: 3 clusters Score -1285741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1285744.750000 Penalty: 4718.391602
	Iteration 29Q: 3 clusters Score -1285745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1285748.625000 Penalty: 4718.391602
	Iteration 30Q: 3 clusters Score -1285749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1285755.375000 Penalty: 4718.391602
	Iteration 31Q: 3 clusters Score -1285755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1285764.375000 Penalty: 4718.391602
	Iteration 32Q: 3 clusters Score -1285764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1285767.875000 Penalty: 4718.391602
	Iteration 33Q: 3 clusters Score -1285768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1285774.500000 Penalty: 4718.391602
	Iteration 34Q: 3 clusters Score -1285774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1285779.625000 Penalty: 4718.391602
	Iteration 35Q: 3 clusters Score -1285780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1285780.875000 Penalty: 4718.391602
	Iteration 36Q: 3 clusters Score -1285781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1285779.750000 Penalty: 4718.391602
	Iteration 37Q: 3 clusters Score -1285780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1285786.250000 Penalty: 4718.391602
	Iteration 38Q: 3 clusters Score -1285786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1285789.625000 Penalty: 4718.391602
	Iteration 39Q: 3 clusters Score -1285790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1285788.125000 Penalty: 4718.391602
	Iteration 40F: 3 clusters Score -1285788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1285794.500000 Penalty: 4718.391602
	Iteration 41Q: 3 clusters Score -1285794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1285794.500000 Penalty: 4718.391602
	Iteration 42Q: 3 clusters Score -1285794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1285797.875000 Penalty: 4718.391602
	Iteration 43Q: 3 clusters Score -1285798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1285797.375000 Penalty: 4718.391602
	Iteration 44Q: 3 clusters Score -1285797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1285800.750000 Penalty: 4718.391602
	Iteration 45Q: 3 clusters Score -1285801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1285806.375000 Penalty: 4718.391602
	Iteration 46Q: 3 clusters Score -1285806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1285810.500000 Penalty: 4718.391602
	Iteration 47Q: 3 clusters Score -1285810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1285809.875000 Penalty: 4718.391602
	Iteration 48Q: 3 clusters Score -1285810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1285811.250000 Penalty: 4718.391602
	Iteration 49Q: 3 clusters Score -1285811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1285810.625000 Penalty: 4718.391602
	Iteration 50Q: 3 clusters Score -1285811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1285806.500000 Penalty: 4718.391602
	Iteration 51Q: 3 clusters Score -1285806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1285813.875000 Penalty: 4718.391602
	Iteration 52Q: 3 clusters Score -1285814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1285816.375000 Penalty: 4718.391602
	Iteration 53Q: 3 clusters Score -1285816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1285819.000000 Penalty: 4718.391602
	Iteration 54Q: 3 clusters Score -1285819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1285822.000000 Penalty: 4718.391602
	Iteration 55Q: 3 clusters Score -1285822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1285821.875000 Penalty: 4718.391602
	Iteration 56Q: 3 clusters Score -1285822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1285820.625000 Penalty: 4718.391602
	Iteration 57Q: 3 clusters Score -1285821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1285823.500000 Penalty: 4718.391602
	Iteration 58Q: 3 clusters Score -1285824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1285825.500000 Penalty: 4718.391602
	Iteration 59Q: 3 clusters Score -1285826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1285822.500000 Penalty: 4718.391602
	Iteration 60F: 3 clusters Score -1285822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1285827.375000 Penalty: 4718.391602
	Iteration 61Q: 3 clusters Score -1285827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1285823.375000 Penalty: 4718.391602
	Iteration 62Q: 3 clusters Score -1285823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1285826.000000 Penalty: 4718.391602
	Iteration 63Q: 3 clusters Score -1285826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1285827.750000 Penalty: 4718.391602
	Iteration 64Q: 3 clusters Score -1285828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1285830.125000 Penalty: 4718.391602
	Iteration 65Q: 3 clusters Score -1285830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1285833.375000 Penalty: 4718.391602
	Iteration 66Q: 3 clusters Score -1285833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1285835.125000 Penalty: 4718.391602
	Iteration 67Q: 3 clusters Score -1285835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1285841.375000 Penalty: 4718.391602
	Iteration 68Q: 3 clusters Score -1285841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1285843.875000 Penalty: 4718.391602
	Iteration 69Q: 3 clusters Score -1285844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1285846.875000 Penalty: 4718.391602
	Iteration 70Q: 3 clusters Score -1285847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1285849.125000 Penalty: 4718.391602
	Iteration 71Q: 3 clusters Score -1285849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1285851.250000 Penalty: 4718.391602
	Iteration 72Q: 3 clusters Score -1285851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1285847.875000 Penalty: 4718.391602
	Iteration 73Q: 3 clusters Score -1285848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1285849.375000 Penalty: 4718.391602
	Iteration 74Q: 3 clusters Score -1285849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1285851.000000 Penalty: 4718.391602
	Iteration 75Q: 3 clusters Score -1285851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1285851.750000 Penalty: 4718.391602
	Iteration 76Q: 3 clusters Score -1285852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1285859.000000 Penalty: 4718.391602
	Iteration 77Q: 3 clusters Score -1285859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1285858.375000 Penalty: 4718.391602
	Iteration 78Q: 3 clusters Score -1285858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1285859.375000 Penalty: 4718.391602
	Iteration 79Q: 3 clusters Score -1285859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1285859.875000 Penalty: 4718.391602
	Iteration 80F: 3 clusters Score -1285860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1285863.875000 Penalty: 4718.391602
	Iteration 81Q: 3 clusters Score -1285864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1285860.125000 Penalty: 4718.391602
	Iteration 82Q: 3 clusters Score -1285860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1285865.125000 Penalty: 4718.391602
	Iteration 83Q: 3 clusters Score -1285865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1285866.000000 Penalty: 4718.391602
	Iteration 84Q: 3 clusters Score -1285866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1285868.375000 Penalty: 4718.391602
	Iteration 85Q: 3 clusters Score -1285868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1285871.250000 Penalty: 4718.391602
	Iteration 86Q: 3 clusters Score -1285871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1285869.125000 Penalty: 4718.391602
	Iteration 87Q: 3 clusters Score -1285869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1285875.125000 Penalty: 4718.391602
	Iteration 88Q: 3 clusters Score -1285875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1285876.750000 Penalty: 4718.391602
	Iteration 89Q: 3 clusters Score -1285877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1285876.250000 Penalty: 4718.391602
	Iteration 90Q: 3 clusters Score -1285876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1285878.750000 Penalty: 4718.391602
	Iteration 91Q: 3 clusters Score -1285879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1285877.125000 Penalty: 4718.391602
	Iteration 92Q: 3 clusters Score -1285877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1285880.500000 Penalty: 4718.391602
	Iteration 93Q: 3 clusters Score -1285880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1285882.000000 Penalty: 4718.391602
	Iteration 94Q: 3 clusters Score -1285882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1285885.000000 Penalty: 4718.391602
	Iteration 95Q: 3 clusters Score -1285885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1285886.750000 Penalty: 4718.391602
	Iteration 96Q: 3 clusters Score -1285887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1285890.500000 Penalty: 4718.391602
	Iteration 97Q: 3 clusters Score -1285890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1285894.125000 Penalty: 4718.391602
	Iteration 98Q: 3 clusters Score -1285894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1285894.875000 Penalty: 4718.391602
	Iteration 99Q: 3 clusters Score -1285895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1285898.250000 Penalty: 4718.391602
	Iteration 100F: 3 clusters Score -1285898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1285904.500000 Penalty: 4718.391602
	Iteration 101Q: 3 clusters Score -1285904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1285907.750000 Penalty: 4718.391602
	Iteration 102Q: 3 clusters Score -1285908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1285916.750000 Penalty: 4718.391602
	Iteration 103Q: 3 clusters Score -1285917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1285924.250000 Penalty: 4718.391602
	Iteration 104Q: 3 clusters Score -1285924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1285932.250000 Penalty: 4718.391602
	Iteration 105Q: 3 clusters Score -1285932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1285933.000000 Penalty: 4718.391602
	Iteration 106Q: 3 clusters Score -1285933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1285939.500000 Penalty: 4718.391602
	Iteration 107Q: 3 clusters Score -1285940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1285937.875000 Penalty: 4718.391602
	Iteration 108Q: 3 clusters Score -1285938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1285942.500000 Penalty: 4718.391602
	Iteration 109Q: 3 clusters Score -1285942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1285942.250000 Penalty: 4718.391602
	Iteration 110Q: 3 clusters Score -1285942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1285945.000000 Penalty: 4718.391602
	Iteration 111Q: 3 clusters Score -1285945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1285938.750000 Penalty: 4718.391602
	Iteration 112Q: 3 clusters Score -1285939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1285943.500000 Penalty: 4718.391602
	Iteration 113Q: 3 clusters Score -1285944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1285942.875000 Penalty: 4718.391602
	Iteration 114Q: 3 clusters Score -1285943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1285948.625000 Penalty: 4718.391602
	Iteration 115Q: 3 clusters Score -1285949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1285948.250000 Penalty: 4718.391602
	Iteration 116Q: 3 clusters Score -1285948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1285945.250000 Penalty: 4718.391602
	Iteration 117Q: 3 clusters Score -1285945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1285949.250000 Penalty: 4718.391602
	Iteration 118Q: 3 clusters Score -1285949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1285950.875000 Penalty: 4718.391602
	Iteration 119Q: 3 clusters Score -1285951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1285954.500000 Penalty: 4718.391602
	Iteration 120F: 3 clusters Score -1285954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1285954.750000 Penalty: 4718.391602
	Iteration 121Q: 3 clusters Score -1285955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1285957.125000 Penalty: 4718.391602
	Iteration 122Q: 3 clusters Score -1285957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1285959.000000 Penalty: 4718.391602
	Iteration 123Q: 3 clusters Score -1285959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1285956.250000 Penalty: 4718.391602
	Iteration 124Q: 3 clusters Score -1285956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1285958.000000 Penalty: 4718.391602
	Iteration 125Q: 3 clusters Score -1285958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1285964.000000 Penalty: 4718.391602
	Iteration 126Q: 3 clusters Score -1285964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1285963.500000 Penalty: 4718.391602
	Iteration 127Q: 3 clusters Score -1285964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1285966.500000 Penalty: 4718.391602
	Iteration 128Q: 3 clusters Score -1285966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1285964.625000 Penalty: 4718.391602
	Iteration 129Q: 3 clusters Score -1285965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1285965.750000 Penalty: 4718.391602
	Iteration 130Q: 3 clusters Score -1285966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1285969.125000 Penalty: 4718.391602
	Iteration 131Q: 3 clusters Score -1285969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1285965.625000 Penalty: 4718.391602
	Iteration 132Q: 3 clusters Score -1285966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1285966.375000 Penalty: 4718.391602
	Iteration 133Q: 3 clusters Score -1285966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1285964.125000 Penalty: 4718.391602
	Iteration 134Q: 3 clusters Score -1285964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1285968.375000 Penalty: 4718.391602
	Iteration 135Q: 3 clusters Score -1285968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1285967.875000 Penalty: 4718.391602
	Iteration 136Q: 3 clusters Score -1285968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1285967.250000 Penalty: 4718.391602
	Iteration 137Q: 3 clusters Score -1285967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1285967.625000 Penalty: 4718.391602
	Iteration 138Q: 3 clusters Score -1285968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1285967.625000 Penalty: 4718.391602
	Iteration 139Q: 3 clusters Score -1285968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1285967.625000 Penalty: 4718.391602
	Iteration 140F: 3 clusters Score -1285968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -572231.312500 Penalty: 2177.635254
	Iteration 0F: 2 clusters Score -572231.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -566753.750000 Penalty: 4355.270508
	Iteration 0F: 3 clusters Score -566753.8 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -568190.625000 Penalty: 4355.270508
	Iteration 1F: 3 clusters Score -568190.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -568399.312500 Penalty: 4355.270508
	Iteration 2F: 3 clusters Score -568399.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -568527.500000 Penalty: 4355.270508
	Iteration 3Q: 3 clusters Score -568527.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -568617.875000 Penalty: 4355.270508
	Iteration 4Q: 3 clusters Score -568617.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -568684.500000 Penalty: 4355.270508
	Iteration 5Q: 3 clusters Score -568684.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -568746.062500 Penalty: 4355.270508
	Iteration 6Q: 3 clusters Score -568746.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -568792.750000 Penalty: 4355.270508
	Iteration 7Q: 3 clusters Score -568792.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -568826.125000 Penalty: 4355.270508
	Iteration 8Q: 3 clusters Score -568826.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -568864.312500 Penalty: 4355.270508
	Iteration 9Q: 3 clusters Score -568864.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -568901.375000 Penalty: 4355.270508
	Iteration 10Q: 3 clusters Score -568901.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -568944.750000 Penalty: 4355.270508
	Iteration 11Q: 3 clusters Score -568944.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -568989.187500 Penalty: 4355.270508
	Iteration 12Q: 3 clusters Score -568989.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -569030.562500 Penalty: 4355.270508
	Iteration 13Q: 3 clusters Score -569030.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -569074.000000 Penalty: 4355.270508
	Iteration 14Q: 3 clusters Score -569074 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -569122.937500 Penalty: 4355.270508
	Iteration 15Q: 3 clusters Score -569122.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -569169.562500 Penalty: 4355.270508
	Iteration 16Q: 3 clusters Score -569169.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -569215.062500 Penalty: 4355.270508
	Iteration 17Q: 3 clusters Score -569215.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -569270.312500 Penalty: 4355.270508
	Iteration 18Q: 3 clusters Score -569270.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -569331.875000 Penalty: 4355.270508
	Iteration 19Q: 3 clusters Score -569331.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -569397.000000 Penalty: 4355.270508
	Iteration 20F: 3 clusters Score -569397 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -569470.312500 Penalty: 4355.270508
	Iteration 21Q: 3 clusters Score -569470.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -569553.750000 Penalty: 4355.270508
	Iteration 22Q: 3 clusters Score -569553.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -569648.750000 Penalty: 4355.270508
	Iteration 23Q: 3 clusters Score -569648.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -569740.625000 Penalty: 4355.270508
	Iteration 24Q: 3 clusters Score -569740.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -569826.750000 Penalty: 4355.270508
	Iteration 25Q: 3 clusters Score -569826.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -569892.000000 Penalty: 4355.270508
	Iteration 26Q: 3 clusters Score -569892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -569952.062500 Penalty: 4355.270508
	Iteration 27Q: 3 clusters Score -569952.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -570011.187500 Penalty: 4355.270508
	Iteration 28Q: 3 clusters Score -570011.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -570072.812500 Penalty: 4355.270508
	Iteration 29Q: 3 clusters Score -570072.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -570113.937500 Penalty: 4355.270508
	Iteration 30Q: 3 clusters Score -570113.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -570148.375000 Penalty: 4355.270508
	Iteration 31Q: 3 clusters Score -570148.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -570181.312500 Penalty: 4355.270508
	Iteration 32Q: 3 clusters Score -570181.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -570212.250000 Penalty: 4355.270508
	Iteration 33Q: 3 clusters Score -570212.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -570236.312500 Penalty: 4355.270508
	Iteration 34Q: 3 clusters Score -570236.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -570247.375000 Penalty: 4355.270508
	Iteration 35Q: 3 clusters Score -570247.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -570257.750000 Penalty: 4355.270508
	Iteration 36Q: 3 clusters Score -570257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -570264.750000 Penalty: 4355.270508
	Iteration 37Q: 3 clusters Score -570264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -570272.437500 Penalty: 4355.270508
	Iteration 38Q: 3 clusters Score -570272.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -570279.250000 Penalty: 4355.270508
	Iteration 39Q: 3 clusters Score -570279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -570284.187500 Penalty: 4355.270508
	Iteration 40F: 3 clusters Score -570284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -570287.125000 Penalty: 4355.270508
	Iteration 41Q: 3 clusters Score -570287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -570290.812500 Penalty: 4355.270508
	Iteration 42Q: 3 clusters Score -570290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -570292.000000 Penalty: 4355.270508
	Iteration 43Q: 3 clusters Score -570292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -570293.125000 Penalty: 4355.270508
	Iteration 44Q: 3 clusters Score -570293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -570293.125000 Penalty: 4355.270508
	Iteration 45F: 3 clusters Score -570293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156850 members 
Entering Unmasked Estep 
Score: -14045167.000000 Penalty: 2966.835205
	Iteration 0F: 2 clusters Score -1.404517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -13939970.000000 Penalty: 5933.670410
	Iteration 0F: 3 clusters Score -1.393997e+07 nChanged 75106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -13983372.000000 Penalty: 5933.670410
	Iteration 1F: 3 clusters Score -1.398337e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -13984459.000000 Penalty: 5933.670410
	Iteration 2Q: 3 clusters Score -1.398446e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -13985606.000000 Penalty: 5933.670410
	Iteration 3Q: 3 clusters Score -1.398561e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -13987052.000000 Penalty: 5933.670410
	Iteration 4Q: 3 clusters Score -1.398705e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -13988670.000000 Penalty: 5933.670410
	Iteration 5Q: 3 clusters Score -1.398867e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -13990893.000000 Penalty: 5933.670410
	Iteration 6Q: 3 clusters Score -1.399089e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -13993818.000000 Penalty: 5933.670410
	Iteration 7Q: 3 clusters Score -1.399382e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -13998026.000000 Penalty: 5933.670410
	Iteration 8F: 3 clusters Score -1.399803e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -14002909.000000 Penalty: 5933.670410
	Iteration 9F: 3 clusters Score -1.400291e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -14008406.000000 Penalty: 5933.670410
	Iteration 10F: 3 clusters Score -1.400841e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -14013510.000000 Penalty: 5933.670410
	Iteration 11F: 3 clusters Score -1.401351e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -14016852.000000 Penalty: 5933.670410
	Iteration 12Q: 3 clusters Score -1.401685e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -14018368.000000 Penalty: 5933.670410
	Iteration 13Q: 3 clusters Score -1.401837e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100210 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -14019091.000000 Penalty: 5933.670410
	Iteration 14Q: 3 clusters Score -1.401909e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -14019628.000000 Penalty: 5933.670410
	Iteration 15Q: 3 clusters Score -1.401963e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -14020095.000000 Penalty: 5933.670410
	Iteration 16Q: 3 clusters Score -1.40201e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -14020492.000000 Penalty: 5933.670410
	Iteration 17Q: 3 clusters Score -1.402049e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107857 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -14021075.000000 Penalty: 5933.670410
	Iteration 18Q: 3 clusters Score -1.402108e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -14021800.000000 Penalty: 5933.670410
	Iteration 19Q: 3 clusters Score -1.40218e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112396 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -14022348.000000 Penalty: 5933.670410
	Iteration 20F: 3 clusters Score -1.402235e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -14023052.000000 Penalty: 5933.670410
	Iteration 21Q: 3 clusters Score -1.402305e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -14023756.000000 Penalty: 5933.670410
	Iteration 22Q: 3 clusters Score -1.402376e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119999 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -14024720.000000 Penalty: 5933.670410
	Iteration 23Q: 3 clusters Score -1.402472e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -14025687.000000 Penalty: 5933.670410
	Iteration 24Q: 3 clusters Score -1.402569e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125596 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -14026749.000000 Penalty: 5933.670410
	Iteration 25Q: 3 clusters Score -1.402675e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -14027843.000000 Penalty: 5933.670410
	Iteration 26Q: 3 clusters Score -1.402784e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131406 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -14029189.000000 Penalty: 5933.670410
	Iteration 27Q: 3 clusters Score -1.402919e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -14030575.000000 Penalty: 5933.670410
	Iteration 28Q: 3 clusters Score -1.403058e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137304 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -14032058.000000 Penalty: 5933.670410
	Iteration 29Q: 3 clusters Score -1.403206e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140155 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -14033718.000000 Penalty: 5933.670410
	Iteration 30Q: 3 clusters Score -1.403372e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142712 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -14035328.000000 Penalty: 5933.670410
	Iteration 31Q: 3 clusters Score -1.403533e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -14036714.000000 Penalty: 5933.670410
	Iteration 32Q: 3 clusters Score -1.403671e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -14038058.000000 Penalty: 5933.670410
	Iteration 33Q: 3 clusters Score -1.403806e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148752 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -14039137.000000 Penalty: 5933.670410
	Iteration 34Q: 3 clusters Score -1.403914e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -14040089.000000 Penalty: 5933.670410
	Iteration 35Q: 3 clusters Score -1.404009e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -14040858.000000 Penalty: 5933.670410
	Iteration 36Q: 3 clusters Score -1.404086e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -14041336.000000 Penalty: 5933.670410
	Iteration 37Q: 3 clusters Score -1.404134e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152986 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -14041790.000000 Penalty: 5933.670410
	Iteration 38Q: 3 clusters Score -1.404179e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153581 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -14042094.000000 Penalty: 5933.670410
	Iteration 39Q: 3 clusters Score -1.404209e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154052 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -14042359.000000 Penalty: 5933.670410
	Iteration 40F: 3 clusters Score -1.404236e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -14042552.000000 Penalty: 5933.670410
	Iteration 41Q: 3 clusters Score -1.404255e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -14042712.000000 Penalty: 5933.670410
	Iteration 42Q: 3 clusters Score -1.404271e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14042872.000000 Penalty: 5933.670410
	Iteration 43Q: 3 clusters Score -1.404287e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155068 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -14042952.000000 Penalty: 5933.670410
	Iteration 44Q: 3 clusters Score -1.404295e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -14043081.000000 Penalty: 5933.670410
	Iteration 45Q: 3 clusters Score -1.404308e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -14043133.000000 Penalty: 5933.670410
	Iteration 46Q: 3 clusters Score -1.404313e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -14043178.000000 Penalty: 5933.670410
	Iteration 47Q: 3 clusters Score -1.404318e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155395 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14043178.000000 Penalty: 5933.670410
	Iteration 48Q: 3 clusters Score -1.404318e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155428 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -14043182.000000 Penalty: 5933.670410
	Iteration 49Q: 3 clusters Score -1.404318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -14043206.000000 Penalty: 5933.670410
	Iteration 50Q: 3 clusters Score -1.404321e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14043239.000000 Penalty: 5933.670410
	Iteration 51Q: 3 clusters Score -1.404324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14043211.000000 Penalty: 5933.670410
	Iteration 52Q: 3 clusters Score -1.404321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155501 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14043242.000000 Penalty: 5933.670410
	Iteration 53Q: 3 clusters Score -1.404324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14043246.000000 Penalty: 5933.670410
	Iteration 54Q: 3 clusters Score -1.404325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14043229.000000 Penalty: 5933.670410
	Iteration 55Q: 3 clusters Score -1.404323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155535 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14043219.000000 Penalty: 5933.670410
	Iteration 56Q: 3 clusters Score -1.404322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155540 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -14043233.000000 Penalty: 5933.670410
	Iteration 57Q: 3 clusters Score -1.404323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14043232.000000 Penalty: 5933.670410
	Iteration 58Q: 3 clusters Score -1.404323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155548 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14043231.000000 Penalty: 5933.670410
	Iteration 59Q: 3 clusters Score -1.404323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -14043238.000000 Penalty: 5933.670410
	Iteration 60F: 3 clusters Score -1.404324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155560 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -14043254.000000 Penalty: 5933.670410
	Iteration 61Q: 3 clusters Score -1.404325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14043255.000000 Penalty: 5933.670410
	Iteration 62Q: 3 clusters Score -1.404326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -14043259.000000 Penalty: 5933.670410
	Iteration 63Q: 3 clusters Score -1.404326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14043255.000000 Penalty: 5933.670410
	Iteration 64Q: 3 clusters Score -1.404326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155581 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14043259.000000 Penalty: 5933.670410
	Iteration 65Q: 3 clusters Score -1.404326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14043254.000000 Penalty: 5933.670410
	Iteration 66Q: 3 clusters Score -1.404325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -14043254.000000 Penalty: 5933.670410
	Iteration 67Q: 3 clusters Score -1.404325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14043252.000000 Penalty: 5933.670410
	Iteration 68Q: 3 clusters Score -1.404325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14043252.000000 Penalty: 5933.670410
	Iteration 69F: 3 clusters Score -1.404325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Entering Unmasked Estep 
Score: -3937947.750000 Penalty: 2648.591064
	Iteration 0F: 2 clusters Score -3937948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3908619.000000 Penalty: 5297.182129
	Iteration 0F: 3 clusters Score -3908619 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3919743.500000 Penalty: 5297.182129
	Iteration 1F: 3 clusters Score -3919744 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3920763.500000 Penalty: 5297.182129
	Iteration 2F: 3 clusters Score -3920764 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3922097.000000 Penalty: 5297.182129
	Iteration 3F: 3 clusters Score -3922097 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3923974.750000 Penalty: 5297.182129
	Iteration 4F: 3 clusters Score -3923975 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3926380.500000 Penalty: 5297.182129
	Iteration 5F: 3 clusters Score -3926380 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3929054.000000 Penalty: 5297.182129
	Iteration 6F: 3 clusters Score -3929054 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3931310.500000 Penalty: 5297.182129
	Iteration 7F: 3 clusters Score -3931310 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3932751.250000 Penalty: 5297.182129
	Iteration 8F: 3 clusters Score -3932751 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3933444.500000 Penalty: 5297.182129
	Iteration 9Q: 3 clusters Score -3933444 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3933779.500000 Penalty: 5297.182129
	Iteration 10Q: 3 clusters Score -3933780 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3933960.000000 Penalty: 5297.182129
	Iteration 11Q: 3 clusters Score -3933960 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3934079.250000 Penalty: 5297.182129
	Iteration 12Q: 3 clusters Score -3934079 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3934191.750000 Penalty: 5297.182129
	Iteration 13Q: 3 clusters Score -3934192 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3934270.000000 Penalty: 5297.182129
	Iteration 14Q: 3 clusters Score -3934270 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3934321.250000 Penalty: 5297.182129
	Iteration 15Q: 3 clusters Score -3934321 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3934372.500000 Penalty: 5297.182129
	Iteration 16Q: 3 clusters Score -3934372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3934387.750000 Penalty: 5297.182129
	Iteration 17Q: 3 clusters Score -3934388 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3934398.500000 Penalty: 5297.182129
	Iteration 18Q: 3 clusters Score -3934398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3934441.500000 Penalty: 5297.182129
	Iteration 19Q: 3 clusters Score -3934442 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3934450.250000 Penalty: 5297.182129
	Iteration 20F: 3 clusters Score -3934450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3934479.250000 Penalty: 5297.182129
	Iteration 21Q: 3 clusters Score -3934479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3934487.000000 Penalty: 5297.182129
	Iteration 22Q: 3 clusters Score -3934487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3934495.250000 Penalty: 5297.182129
	Iteration 23Q: 3 clusters Score -3934495 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3934509.000000 Penalty: 5297.182129
	Iteration 24Q: 3 clusters Score -3934509 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3934508.250000 Penalty: 5297.182129
	Iteration 25Q: 3 clusters Score -3934508 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3934510.250000 Penalty: 5297.182129
	Iteration 26Q: 3 clusters Score -3934510 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3934526.000000 Penalty: 5297.182129
	Iteration 27Q: 3 clusters Score -3934526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3934528.250000 Penalty: 5297.182129
	Iteration 28Q: 3 clusters Score -3934528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3934526.750000 Penalty: 5297.182129
	Iteration 29Q: 3 clusters Score -3934527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3934534.500000 Penalty: 5297.182129
	Iteration 30Q: 3 clusters Score -3934534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3934554.750000 Penalty: 5297.182129
	Iteration 31Q: 3 clusters Score -3934555 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3934561.500000 Penalty: 5297.182129
	Iteration 32Q: 3 clusters Score -3934562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3934565.500000 Penalty: 5297.182129
	Iteration 33Q: 3 clusters Score -3934566 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3934571.250000 Penalty: 5297.182129
	Iteration 34Q: 3 clusters Score -3934571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3934597.750000 Penalty: 5297.182129
	Iteration 35Q: 3 clusters Score -3934598 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3934598.250000 Penalty: 5297.182129
	Iteration 36Q: 3 clusters Score -3934598 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3934614.500000 Penalty: 5297.182129
	Iteration 37Q: 3 clusters Score -3934614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3934645.000000 Penalty: 5297.182129
	Iteration 38Q: 3 clusters Score -3934645 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3934651.500000 Penalty: 5297.182129
	Iteration 39Q: 3 clusters Score -3934652 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3934659.750000 Penalty: 5297.182129
	Iteration 40F: 3 clusters Score -3934660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3934666.000000 Penalty: 5297.182129
	Iteration 41Q: 3 clusters Score -3934666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3934681.500000 Penalty: 5297.182129
	Iteration 42Q: 3 clusters Score -3934682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3934693.750000 Penalty: 5297.182129
	Iteration 43Q: 3 clusters Score -3934694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3934712.750000 Penalty: 5297.182129
	Iteration 44Q: 3 clusters Score -3934713 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3934718.500000 Penalty: 5297.182129
	Iteration 45Q: 3 clusters Score -3934718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3934733.750000 Penalty: 5297.182129
	Iteration 46Q: 3 clusters Score -3934734 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3934753.250000 Penalty: 5297.182129
	Iteration 47Q: 3 clusters Score -3934753 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3934778.250000 Penalty: 5297.182129
	Iteration 48Q: 3 clusters Score -3934778 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3934780.500000 Penalty: 5297.182129
	Iteration 49Q: 3 clusters Score -3934780 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3934808.500000 Penalty: 5297.182129
	Iteration 50Q: 3 clusters Score -3934808 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3934845.000000 Penalty: 5297.182129
	Iteration 51Q: 3 clusters Score -3934845 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3934856.750000 Penalty: 5297.182129
	Iteration 52Q: 3 clusters Score -3934857 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3934909.250000 Penalty: 5297.182129
	Iteration 53Q: 3 clusters Score -3934909 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3934944.500000 Penalty: 5297.182129
	Iteration 54Q: 3 clusters Score -3934944 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3934985.250000 Penalty: 5297.182129
	Iteration 55Q: 3 clusters Score -3934985 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3935015.500000 Penalty: 5297.182129
	Iteration 56Q: 3 clusters Score -3935016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3935057.750000 Penalty: 5297.182129
	Iteration 57Q: 3 clusters Score -3935058 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3935074.250000 Penalty: 5297.182129
	Iteration 58Q: 3 clusters Score -3935074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3935107.000000 Penalty: 5297.182129
	Iteration 59Q: 3 clusters Score -3935107 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3935113.250000 Penalty: 5297.182129
	Iteration 60F: 3 clusters Score -3935113 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3935141.750000 Penalty: 5297.182129
	Iteration 61Q: 3 clusters Score -3935142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -3935160.250000 Penalty: 5297.182129
	Iteration 62Q: 3 clusters Score -3935160 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -3935187.500000 Penalty: 5297.182129
	Iteration 63Q: 3 clusters Score -3935188 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 29786 members 
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Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 29909 members 
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	Iteration 65Q: 3 clusters Score -3935202 nChanged 107
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Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 30014 members 
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Mstep: Class 1 contains 13350 members 
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	Iteration 67Q: 3 clusters Score -3935230 nChanged 106
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Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 30221 members 
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Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 30308 members 
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Mstep: Class 1 contains 13074 members 
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Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 30471 members 
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Mstep: Class 1 contains 12921 members 
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	Iteration 72Q: 3 clusters Score -3935268 nChanged 80
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Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 30622 members 
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Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 30690 members 
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Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 30766 members 
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Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 30826 members 
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	Iteration 76Q: 3 clusters Score -3935299 nChanged 58
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Mstep: Class 1 contains 12587 members 
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Mstep: Class 1 contains 12538 members 
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Mstep: Class 1 contains 12491 members 
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	Iteration 80F: 3 clusters Score -3935299 nChanged 53
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Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 31082 members 
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	Iteration 81Q: 3 clusters Score -3935309 nChanged 40
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Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 31118 members 
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	Iteration 82Q: 3 clusters Score -3935316 nChanged 44
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Mstep: Class 1 contains 12313 members 
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Mstep: Class 1 contains 12267 members 
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Mstep: Class 1 contains 12076 members 
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Mstep: Class 1 contains 9973 members 
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	Iteration 112Q: 3 clusters Score -3937442 nChanged 83
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	Iteration 113Q: 3 clusters Score -3937462 nChanged 68
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	Iteration 114Q: 3 clusters Score -3937465 nChanged 63
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	Iteration 117Q: 3 clusters Score -3937502 nChanged 39
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	Iteration 118Q: 3 clusters Score -3937510 nChanged 37
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	Iteration 119Q: 3 clusters Score -3937512 nChanged 41
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	Iteration 123Q: 3 clusters Score -3937530 nChanged 14
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	Iteration 124Q: 3 clusters Score -3937528 nChanged 16
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	Iteration 125Q: 3 clusters Score -3937535 nChanged 16
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	Iteration 126Q: 3 clusters Score -3937536 nChanged 15
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	Iteration 127Q: 3 clusters Score -3937526 nChanged 12
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	Iteration 128Q: 3 clusters Score -3937526 nChanged 6
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	Iteration 129Q: 3 clusters Score -3937526 nChanged 3
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	Iteration 130Q: 3 clusters Score -3937532 nChanged 4
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	Iteration 131Q: 3 clusters Score -3937532 nChanged 7
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	Iteration 132Q: 3 clusters Score -3937522 nChanged 9
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	Iteration 133Q: 3 clusters Score -3937527 nChanged 8
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	Iteration 134Q: 3 clusters Score -3937531 nChanged 5
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	Iteration 135Q: 3 clusters Score -3937530 nChanged 4
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	Iteration 136Q: 3 clusters Score -3937536 nChanged 6
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	Iteration 137Q: 3 clusters Score -3937540 nChanged 3
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	Iteration 139Q: 3 clusters Score -3937536 nChanged 2
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	Iteration 140F: 3 clusters Score -3937534 nChanged 3
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	Iteration 141Q: 3 clusters Score -3937535 nChanged 5
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	Iteration 142Q: 3 clusters Score -3937534 nChanged 4
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	Iteration 143Q: 3 clusters Score -3937532 nChanged 7
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	Iteration 144Q: 3 clusters Score -3937530 nChanged 9
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	Iteration 145Q: 3 clusters Score -3937534 nChanged 6
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	Iteration 148Q: 3 clusters Score -3937528 nChanged 8
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	Iteration 149Q: 3 clusters Score -3937536 nChanged 5
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	Iteration 150Q: 3 clusters Score -3937532 nChanged 5
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	Iteration 152Q: 3 clusters Score -3937536 nChanged 4
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	Iteration 153Q: 3 clusters Score -3937534 nChanged 5
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	Iteration 154Q: 3 clusters Score -3937536 nChanged 9
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	Iteration 156Q: 3 clusters Score -3937533 nChanged 8
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	Iteration 157Q: 3 clusters Score -3937531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -3937535.500000 Penalty: 5297.182129
	Iteration 158Q: 3 clusters Score -3937536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -3937531.500000 Penalty: 5297.182129
	Iteration 159Q: 3 clusters Score -3937532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3937528.500000 Penalty: 5297.182129
	Iteration 160F: 3 clusters Score -3937528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3937528.250000 Penalty: 5297.182129
	Iteration 161Q: 3 clusters Score -3937528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -3937530.250000 Penalty: 5297.182129
	Iteration 162Q: 3 clusters Score -3937530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -3937530.250000 Penalty: 5297.182129
	Iteration 163F: 3 clusters Score -3937530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -34798.277344 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -34798.28 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 243 members 
Entering Unmasked Estep 
Score: -33388.492188 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -33388.49 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33713.250000 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -33713.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33827.910156 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -33827.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33892.503906 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -33892.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33971.507812 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -33971.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34023.902344 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -34023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -34079.289062 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -34079.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34121.738281 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -34121.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34140.847656 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -34140.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34146.535156 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -34146.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34148.410156 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -34148.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34150.109375 Penalty: 3067.337891
	Iteration 11F: 3 clusters Score -34150.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34163.035156 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -34163.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34169.164062 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -34169.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -34172.171875 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -34172.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34176.171875 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -34176.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34180.808594 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -34180.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34186.500000 Penalty: 3067.337891
	Iteration 17Q: 3 clusters Score -34186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34186.500000 Penalty: 3067.337891
	Iteration 18F: 3 clusters Score -34186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Entering Unmasked Estep 
Score: -3374919.500000 Penalty: 2599.148682
	Iteration 0F: 2 clusters Score -3374920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3350767.500000 Penalty: 5198.297363
	Iteration 0F: 3 clusters Score -3350768 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3359571.250000 Penalty: 5198.297363
	Iteration 1F: 3 clusters Score -3359571 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3360031.000000 Penalty: 5198.297363
	Iteration 2Q: 3 clusters Score -3360031 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3360433.500000 Penalty: 5198.297363
	Iteration 3Q: 3 clusters Score -3360434 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3360813.250000 Penalty: 5198.297363
	Iteration 4Q: 3 clusters Score -3360813 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3361175.250000 Penalty: 5198.297363
	Iteration 5Q: 3 clusters Score -3361175 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3361573.750000 Penalty: 5198.297363
	Iteration 6Q: 3 clusters Score -3361574 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3362013.500000 Penalty: 5198.297363
	Iteration 7Q: 3 clusters Score -3362014 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3362626.500000 Penalty: 5198.297363
	Iteration 8Q: 3 clusters Score -3362626 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3363394.500000 Penalty: 5198.297363
	Iteration 9Q: 3 clusters Score -3363394 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3364377.500000 Penalty: 5198.297363
	Iteration 10F: 3 clusters Score -3364378 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3365613.750000 Penalty: 5198.297363
	Iteration 11F: 3 clusters Score -3365614 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3366898.750000 Penalty: 5198.297363
	Iteration 12F: 3 clusters Score -3366899 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3368048.750000 Penalty: 5198.297363
	Iteration 13Q: 3 clusters Score -3368049 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3369098.000000 Penalty: 5198.297363
	Iteration 14Q: 3 clusters Score -3369098 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3370043.500000 Penalty: 5198.297363
	Iteration 15Q: 3 clusters Score -3370044 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3370810.250000 Penalty: 5198.297363
	Iteration 16Q: 3 clusters Score -3370810 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -3371443.750000 Penalty: 5198.297363
	Iteration 17Q: 3 clusters Score -3371444 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -3371892.750000 Penalty: 5198.297363
	Iteration 18Q: 3 clusters Score -3371893 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -3372215.000000 Penalty: 5198.297363
	Iteration 19Q: 3 clusters Score -3372215 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -3372416.750000 Penalty: 5198.297363
	Iteration 20F: 3 clusters Score -3372417 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -3372519.500000 Penalty: 5198.297363
	Iteration 21Q: 3 clusters Score -3372520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -3372562.500000 Penalty: 5198.297363
	Iteration 22Q: 3 clusters Score -3372562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -3372616.000000 Penalty: 5198.297363
	Iteration 23Q: 3 clusters Score -3372616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -3372644.250000 Penalty: 5198.297363
	Iteration 24Q: 3 clusters Score -3372644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -3372668.250000 Penalty: 5198.297363
	Iteration 25Q: 3 clusters Score -3372668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3372697.500000 Penalty: 5198.297363
	Iteration 26Q: 3 clusters Score -3372698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -3372709.000000 Penalty: 5198.297363
	Iteration 27Q: 3 clusters Score -3372709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -3372715.750000 Penalty: 5198.297363
	Iteration 28Q: 3 clusters Score -3372716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -3372724.750000 Penalty: 5198.297363
	Iteration 29Q: 3 clusters Score -3372725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3372722.500000 Penalty: 5198.297363
	Iteration 30Q: 3 clusters Score -3372722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -3372732.000000 Penalty: 5198.297363
	Iteration 31Q: 3 clusters Score -3372732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -3372736.000000 Penalty: 5198.297363
	Iteration 32Q: 3 clusters Score -3372736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -3372741.500000 Penalty: 5198.297363
	Iteration 33Q: 3 clusters Score -3372742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -3372744.000000 Penalty: 5198.297363
	Iteration 34Q: 3 clusters Score -3372744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -3372753.500000 Penalty: 5198.297363
	Iteration 35Q: 3 clusters Score -3372754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -3372755.250000 Penalty: 5198.297363
	Iteration 36Q: 3 clusters Score -3372755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -3372756.750000 Penalty: 5198.297363
	Iteration 37Q: 3 clusters Score -3372757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -3372762.250000 Penalty: 5198.297363
	Iteration 38Q: 3 clusters Score -3372762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -3372762.250000 Penalty: 5198.297363
	Iteration 39F: 3 clusters Score -3372762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Entering Unmasked Estep 
Score: -1208850.750000 Penalty: 2367.272949
	Iteration 0F: 2 clusters Score -1208851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1198553.375000 Penalty: 4734.545898
	Iteration 0F: 3 clusters Score -1198553 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1201961.875000 Penalty: 4734.545898
	Iteration 1F: 3 clusters Score -1201962 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1202691.250000 Penalty: 4734.545898
	Iteration 2F: 3 clusters Score -1202691 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1203434.000000 Penalty: 4734.545898
	Iteration 3F: 3 clusters Score -1203434 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1204098.750000 Penalty: 4734.545898
	Iteration 4F: 3 clusters Score -1204099 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1204730.125000 Penalty: 4734.545898
	Iteration 5F: 3 clusters Score -1204730 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1205359.750000 Penalty: 4734.545898
	Iteration 6F: 3 clusters Score -1205360 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1205995.250000 Penalty: 4734.545898
	Iteration 7F: 3 clusters Score -1205995 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1206578.750000 Penalty: 4734.545898
	Iteration 8F: 3 clusters Score -1206579 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1207037.125000 Penalty: 4734.545898
	Iteration 9Q: 3 clusters Score -1207037 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1207382.625000 Penalty: 4734.545898
	Iteration 10Q: 3 clusters Score -1207383 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1207612.375000 Penalty: 4734.545898
	Iteration 11Q: 3 clusters Score -1207612 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1207755.750000 Penalty: 4734.545898
	Iteration 12Q: 3 clusters Score -1207756 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1207854.750000 Penalty: 4734.545898
	Iteration 13Q: 3 clusters Score -1207855 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1207940.125000 Penalty: 4734.545898
	Iteration 14Q: 3 clusters Score -1207940 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1208003.250000 Penalty: 4734.545898
	Iteration 15Q: 3 clusters Score -1208003 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1208048.125000 Penalty: 4734.545898
	Iteration 16Q: 3 clusters Score -1208048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1208086.750000 Penalty: 4734.545898
	Iteration 17Q: 3 clusters Score -1208087 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1208119.250000 Penalty: 4734.545898
	Iteration 18Q: 3 clusters Score -1208119 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1208141.125000 Penalty: 4734.545898
	Iteration 19Q: 3 clusters Score -1208141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1208175.750000 Penalty: 4734.545898
	Iteration 20F: 3 clusters Score -1208176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1208204.000000 Penalty: 4734.545898
	Iteration 21Q: 3 clusters Score -1208204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1208221.625000 Penalty: 4734.545898
	Iteration 22Q: 3 clusters Score -1208222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1208241.125000 Penalty: 4734.545898
	Iteration 23Q: 3 clusters Score -1208241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1208261.875000 Penalty: 4734.545898
	Iteration 24Q: 3 clusters Score -1208262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1208281.500000 Penalty: 4734.545898
	Iteration 25Q: 3 clusters Score -1208282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1208300.125000 Penalty: 4734.545898
	Iteration 26Q: 3 clusters Score -1208300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1208314.125000 Penalty: 4734.545898
	Iteration 27Q: 3 clusters Score -1208314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1208325.375000 Penalty: 4734.545898
	Iteration 28Q: 3 clusters Score -1208325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1208335.375000 Penalty: 4734.545898
	Iteration 29Q: 3 clusters Score -1208335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1208347.250000 Penalty: 4734.545898
	Iteration 30Q: 3 clusters Score -1208347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1208350.500000 Penalty: 4734.545898
	Iteration 31Q: 3 clusters Score -1208350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1208361.375000 Penalty: 4734.545898
	Iteration 32Q: 3 clusters Score -1208361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1208367.125000 Penalty: 4734.545898
	Iteration 33Q: 3 clusters Score -1208367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1208368.000000 Penalty: 4734.545898
	Iteration 34Q: 3 clusters Score -1208368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1208372.875000 Penalty: 4734.545898
	Iteration 35Q: 3 clusters Score -1208373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1208375.625000 Penalty: 4734.545898
	Iteration 36Q: 3 clusters Score -1208376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1208378.125000 Penalty: 4734.545898
	Iteration 37Q: 3 clusters Score -1208378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1208379.750000 Penalty: 4734.545898
	Iteration 38Q: 3 clusters Score -1208380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1208382.125000 Penalty: 4734.545898
	Iteration 39Q: 3 clusters Score -1208382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1208384.625000 Penalty: 4734.545898
	Iteration 40F: 3 clusters Score -1208385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1208386.375000 Penalty: 4734.545898
	Iteration 41Q: 3 clusters Score -1208386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1208385.875000 Penalty: 4734.545898
	Iteration 42Q: 3 clusters Score -1208386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1208386.000000 Penalty: 4734.545898
	Iteration 43Q: 3 clusters Score -1208386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1208390.000000 Penalty: 4734.545898
	Iteration 44Q: 3 clusters Score -1208390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1208390.375000 Penalty: 4734.545898
	Iteration 45Q: 3 clusters Score -1208390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1208392.625000 Penalty: 4734.545898
	Iteration 46Q: 3 clusters Score -1208393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1208393.250000 Penalty: 4734.545898
	Iteration 47Q: 3 clusters Score -1208393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1208391.625000 Penalty: 4734.545898
	Iteration 48Q: 3 clusters Score -1208392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1208393.375000 Penalty: 4734.545898
	Iteration 49Q: 3 clusters Score -1208393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1208394.250000 Penalty: 4734.545898
	Iteration 50Q: 3 clusters Score -1208394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1208398.000000 Penalty: 4734.545898
	Iteration 51Q: 3 clusters Score -1208398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1208399.250000 Penalty: 4734.545898
	Iteration 52Q: 3 clusters Score -1208399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1208401.625000 Penalty: 4734.545898
	Iteration 53Q: 3 clusters Score -1208402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1208400.375000 Penalty: 4734.545898
	Iteration 54Q: 3 clusters Score -1208400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1208403.125000 Penalty: 4734.545898
	Iteration 55Q: 3 clusters Score -1208403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1208401.750000 Penalty: 4734.545898
	Iteration 56Q: 3 clusters Score -1208402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1208401.000000 Penalty: 4734.545898
	Iteration 57Q: 3 clusters Score -1208401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1208402.250000 Penalty: 4734.545898
	Iteration 58Q: 3 clusters Score -1208402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1208403.000000 Penalty: 4734.545898
	Iteration 59Q: 3 clusters Score -1208403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1208403.000000 Penalty: 4734.545898
	Iteration 60F: 3 clusters Score -1208403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -197845.703125 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -197845.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -194968.531250 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -194968.5 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -195717.375000 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -195717.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -196193.515625 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -196193.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -196560.062500 Penalty: 3865.414551
	Iteration 3F: 3 clusters Score -196560.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -196847.250000 Penalty: 3865.414551
	Iteration 4F: 3 clusters Score -196847.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -197121.921875 Penalty: 3865.414551
	Iteration 5F: 3 clusters Score -197121.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -197346.843750 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -197346.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -197495.953125 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -197496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197601.015625 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -197601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -197693.281250 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -197693.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -197775.578125 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -197775.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -197832.953125 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -197833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -197879.062500 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -197879.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -197923.765625 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -197923.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -197982.562500 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -197982.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -198052.046875 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -198052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -198141.093750 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -198141.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -198231.671875 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -198231.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -198265.109375 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -198265.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198284.687500 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -198284.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -198299.609375 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -198299.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -198323.109375 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -198323.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -198372.078125 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -198372.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -198503.031250 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -198503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -198745.500000 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -198745.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -198885.312500 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -198885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -198890.859375 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -198890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -198893.765625 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -198893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -198894.406250 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -198894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -198894.656250 Penalty: 3865.414551
	Iteration 29Q: 3 clusters Score -198894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -198894.656250 Penalty: 3865.414551
	Iteration 30F: 3 clusters Score -198894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435420 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 156850 members 
Mstep: Class 14 contains 43469 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35612 members 
Mstep: Class 17 contains 13981 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 245878 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1318 members 
Entering Unmasked Estep 
Score: -93620064.000000 Penalty: 82531.210938
Splitting cluster 18 changes total score from -93620584.000000 to -93620064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -313088.875000 Penalty: 2023.666748
	Iteration 0F: 2 clusters Score -313088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -309503.500000 Penalty: 4047.333496
	Iteration 0F: 3 clusters Score -309503.5 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -310313.375000 Penalty: 4047.333496
	Iteration 1F: 3 clusters Score -310313.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -310527.687500 Penalty: 4047.333496
	Iteration 2F: 3 clusters Score -310527.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -310637.343750 Penalty: 4047.333496
	Iteration 3F: 3 clusters Score -310637.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -310709.843750 Penalty: 4047.333496
	Iteration 4Q: 3 clusters Score -310709.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -310753.031250 Penalty: 4047.333496
	Iteration 5Q: 3 clusters Score -310753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -310795.687500 Penalty: 4047.333496
	Iteration 6Q: 3 clusters Score -310795.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -310839.218750 Penalty: 4047.333496
	Iteration 7Q: 3 clusters Score -310839.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -310885.437500 Penalty: 4047.333496
	Iteration 8Q: 3 clusters Score -310885.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -310935.656250 Penalty: 4047.333496
	Iteration 9Q: 3 clusters Score -310935.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -311019.562500 Penalty: 4047.333496
	Iteration 10Q: 3 clusters Score -311019.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -311119.250000 Penalty: 4047.333496
	Iteration 11Q: 3 clusters Score -311119.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -311217.437500 Penalty: 4047.333496
	Iteration 12Q: 3 clusters Score -311217.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -311321.062500 Penalty: 4047.333496
	Iteration 13Q: 3 clusters Score -311321.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -311422.187500 Penalty: 4047.333496
	Iteration 14Q: 3 clusters Score -311422.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -311519.375000 Penalty: 4047.333496
	Iteration 15Q: 3 clusters Score -311519.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -311594.750000 Penalty: 4047.333496
	Iteration 16Q: 3 clusters Score -311594.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -311653.031250 Penalty: 4047.333496
	Iteration 17Q: 3 clusters Score -311653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -311698.312500 Penalty: 4047.333496
	Iteration 18Q: 3 clusters Score -311698.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -311734.187500 Penalty: 4047.333496
	Iteration 19Q: 3 clusters Score -311734.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -311753.500000 Penalty: 4047.333496
	Iteration 20F: 3 clusters Score -311753.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -311768.843750 Penalty: 4047.333496
	Iteration 21Q: 3 clusters Score -311768.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -311782.093750 Penalty: 4047.333496
	Iteration 22Q: 3 clusters Score -311782.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -311790.500000 Penalty: 4047.333496
	Iteration 23Q: 3 clusters Score -311790.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -311797.468750 Penalty: 4047.333496
	Iteration 24Q: 3 clusters Score -311797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -311801.031250 Penalty: 4047.333496
	Iteration 25Q: 3 clusters Score -311801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -311804.812500 Penalty: 4047.333496
	Iteration 26Q: 3 clusters Score -311804.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -311808.062500 Penalty: 4047.333496
	Iteration 27Q: 3 clusters Score -311808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -311809.187500 Penalty: 4047.333496
	Iteration 28Q: 3 clusters Score -311809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -311810.031250 Penalty: 4047.333496
	Iteration 29Q: 3 clusters Score -311810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -311810.031250 Penalty: 4047.333496
	Iteration 30F: 3 clusters Score -311810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Entering Unmasked Estep 
Score: -2153001.750000 Penalty: 2503.574219
	Iteration 0F: 2 clusters Score -2153002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2136177.250000 Penalty: 5007.148438
	Iteration 0F: 3 clusters Score -2136177 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2142242.000000 Penalty: 5007.148438
	Iteration 1F: 3 clusters Score -2142242 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2142993.000000 Penalty: 5007.148438
	Iteration 2F: 3 clusters Score -2142993 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2143871.250000 Penalty: 5007.148438
	Iteration 3F: 3 clusters Score -2143871 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2144897.500000 Penalty: 5007.148438
	Iteration 4F: 3 clusters Score -2144898 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2146123.750000 Penalty: 5007.148438
	Iteration 5F: 3 clusters Score -2146124 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2147337.250000 Penalty: 5007.148438
	Iteration 6F: 3 clusters Score -2147337 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2148393.250000 Penalty: 5007.148438
	Iteration 7F: 3 clusters Score -2148393 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2149190.250000 Penalty: 5007.148438
	Iteration 8Q: 3 clusters Score -2149190 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2149767.250000 Penalty: 5007.148438
	Iteration 9Q: 3 clusters Score -2149767 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2150161.250000 Penalty: 5007.148438
	Iteration 10Q: 3 clusters Score -2150161 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2150399.500000 Penalty: 5007.148438
	Iteration 11Q: 3 clusters Score -2150400 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2150551.500000 Penalty: 5007.148438
	Iteration 12Q: 3 clusters Score -2150552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2150643.250000 Penalty: 5007.148438
	Iteration 13Q: 3 clusters Score -2150643 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2150702.500000 Penalty: 5007.148438
	Iteration 14Q: 3 clusters Score -2150702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2150740.000000 Penalty: 5007.148438
	Iteration 15Q: 3 clusters Score -2150740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2150772.500000 Penalty: 5007.148438
	Iteration 16Q: 3 clusters Score -2150772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2150796.500000 Penalty: 5007.148438
	Iteration 17Q: 3 clusters Score -2150796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2150816.250000 Penalty: 5007.148438
	Iteration 18Q: 3 clusters Score -2150816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2150827.500000 Penalty: 5007.148438
	Iteration 19Q: 3 clusters Score -2150828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2150849.750000 Penalty: 5007.148438
	Iteration 20F: 3 clusters Score -2150850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2150861.500000 Penalty: 5007.148438
	Iteration 21Q: 3 clusters Score -2150862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2150862.750000 Penalty: 5007.148438
	Iteration 22Q: 3 clusters Score -2150863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2150865.750000 Penalty: 5007.148438
	Iteration 23Q: 3 clusters Score -2150866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2150872.000000 Penalty: 5007.148438
	Iteration 24Q: 3 clusters Score -2150872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2150878.750000 Penalty: 5007.148438
	Iteration 25Q: 3 clusters Score -2150879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2150882.250000 Penalty: 5007.148438
	Iteration 26Q: 3 clusters Score -2150882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2150885.000000 Penalty: 5007.148438
	Iteration 27Q: 3 clusters Score -2150885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2150885.250000 Penalty: 5007.148438
	Iteration 28Q: 3 clusters Score -2150885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2150890.250000 Penalty: 5007.148438
	Iteration 29Q: 3 clusters Score -2150890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2150891.500000 Penalty: 5007.148438
	Iteration 30Q: 3 clusters Score -2150892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2150897.250000 Penalty: 5007.148438
	Iteration 31Q: 3 clusters Score -2150897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2150900.500000 Penalty: 5007.148438
	Iteration 32Q: 3 clusters Score -2150900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2150902.750000 Penalty: 5007.148438
	Iteration 33Q: 3 clusters Score -2150903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2150903.250000 Penalty: 5007.148438
	Iteration 34Q: 3 clusters Score -2150903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2150909.250000 Penalty: 5007.148438
	Iteration 35Q: 3 clusters Score -2150909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2150909.250000 Penalty: 5007.148438
	Iteration 36F: 3 clusters Score -2150909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (245878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245878 members 
Entering Unmasked Estep 
Score: -22333968.000000 Penalty: 3078.322510
	Iteration 0F: 2 clusters Score -2.233397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -22169392.000000 Penalty: 6156.645020
	Iteration 0F: 3 clusters Score -2.216939e+07 nChanged 118294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 124019 members 
Entering Unmasked Estep 
Score: -22238740.000000 Penalty: 6156.645020
	Iteration 1F: 3 clusters Score -2.223874e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 125036 members 
Entering Unmasked Estep 
Score: -22240192.000000 Penalty: 6156.645020
	Iteration 2Q: 3 clusters Score -2.224019e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119343 members 
Mstep: Class 2 contains 126535 members 
Entering Unmasked Estep 
Score: -22241614.000000 Penalty: 6156.645020
	Iteration 3Q: 3 clusters Score -2.224161e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 128794 members 
Entering Unmasked Estep 
Score: -22244132.000000 Penalty: 6156.645020
	Iteration 4Q: 3 clusters Score -2.224413e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 132288 members 
Entering Unmasked Estep 
Score: -22247706.000000 Penalty: 6156.645020
	Iteration 5Q: 3 clusters Score -2.224771e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 137328 members 
Entering Unmasked Estep 
Score: -22252820.000000 Penalty: 6156.645020
	Iteration 6Q: 3 clusters Score -2.225282e+07 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -22259492.000000 Penalty: 6156.645020
	Iteration 7F: 3 clusters Score -2.225949e+07 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -22268454.000000 Penalty: 6156.645020
	Iteration 8F: 3 clusters Score -2.226845e+07 nChanged 15407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 162178 members 
Entering Unmasked Estep 
Score: -22279898.000000 Penalty: 6156.645020
	Iteration 9F: 3 clusters Score -2.22799e+07 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -22293324.000000 Penalty: 6156.645020
	Iteration 10F: 3 clusters Score -2.229332e+07 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 178262 members 
Entering Unmasked Estep 
Score: -22303594.000000 Penalty: 6156.645020
	Iteration 11F: 3 clusters Score -2.230359e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 183222 members 
Entering Unmasked Estep 
Score: -22309414.000000 Penalty: 6156.645020
	Iteration 12Q: 3 clusters Score -2.230941e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 187146 members 
Entering Unmasked Estep 
Score: -22312714.000000 Penalty: 6156.645020
	Iteration 13Q: 3 clusters Score -2.231271e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 190593 members 
Entering Unmasked Estep 
Score: -22315280.000000 Penalty: 6156.645020
	Iteration 14Q: 3 clusters Score -2.231528e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 193564 members 
Entering Unmasked Estep 
Score: -22317186.000000 Penalty: 6156.645020
	Iteration 15Q: 3 clusters Score -2.231719e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 196102 members 
Entering Unmasked Estep 
Score: -22318354.000000 Penalty: 6156.645020
	Iteration 16Q: 3 clusters Score -2.231835e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 198374 members 
Entering Unmasked Estep 
Score: -22319384.000000 Penalty: 6156.645020
	Iteration 17Q: 3 clusters Score -2.231938e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 200431 members 
Entering Unmasked Estep 
Score: -22319868.000000 Penalty: 6156.645020
	Iteration 18Q: 3 clusters Score -2.231987e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 202384 members 
Entering Unmasked Estep 
Score: -22320514.000000 Penalty: 6156.645020
	Iteration 19Q: 3 clusters Score -2.232051e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 204254 members 
Entering Unmasked Estep 
Score: -22321126.000000 Penalty: 6156.645020
	Iteration 20F: 3 clusters Score -2.232113e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 206039 members 
Entering Unmasked Estep 
Score: -22321562.000000 Penalty: 6156.645020
	Iteration 21Q: 3 clusters Score -2.232156e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 207770 members 
Entering Unmasked Estep 
Score: -22322030.000000 Penalty: 6156.645020
	Iteration 22Q: 3 clusters Score -2.232203e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 209485 members 
Entering Unmasked Estep 
Score: -22322382.000000 Penalty: 6156.645020
	Iteration 23Q: 3 clusters Score -2.232238e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 211156 members 
Entering Unmasked Estep 
Score: -22322786.000000 Penalty: 6156.645020
	Iteration 24Q: 3 clusters Score -2.232279e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -22323136.000000 Penalty: 6156.645020
	Iteration 25Q: 3 clusters Score -2.232314e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 214365 members 
Entering Unmasked Estep 
Score: -22323432.000000 Penalty: 6156.645020
	Iteration 26Q: 3 clusters Score -2.232343e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 215831 members 
Entering Unmasked Estep 
Score: -22323804.000000 Penalty: 6156.645020
	Iteration 27Q: 3 clusters Score -2.23238e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 217274 members 
Entering Unmasked Estep 
Score: -22324254.000000 Penalty: 6156.645020
	Iteration 28Q: 3 clusters Score -2.232425e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 218649 members 
Entering Unmasked Estep 
Score: -22324598.000000 Penalty: 6156.645020
	Iteration 29Q: 3 clusters Score -2.23246e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 219946 members 
Entering Unmasked Estep 
Score: -22324898.000000 Penalty: 6156.645020
	Iteration 30Q: 3 clusters Score -2.23249e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 221226 members 
Entering Unmasked Estep 
Score: -22325124.000000 Penalty: 6156.645020
	Iteration 31Q: 3 clusters Score -2.232512e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 222571 members 
Entering Unmasked Estep 
Score: -22325566.000000 Penalty: 6156.645020
	Iteration 32Q: 3 clusters Score -2.232557e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 223902 members 
Entering Unmasked Estep 
Score: -22325890.000000 Penalty: 6156.645020
	Iteration 33Q: 3 clusters Score -2.232589e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 225260 members 
Entering Unmasked Estep 
Score: -22326172.000000 Penalty: 6156.645020
	Iteration 34Q: 3 clusters Score -2.232617e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 226592 members 
Entering Unmasked Estep 
Score: -22326462.000000 Penalty: 6156.645020
	Iteration 35Q: 3 clusters Score -2.232646e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 227856 members 
Entering Unmasked Estep 
Score: -22326784.000000 Penalty: 6156.645020
	Iteration 36Q: 3 clusters Score -2.232678e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 229029 members 
Entering Unmasked Estep 
Score: -22327084.000000 Penalty: 6156.645020
	Iteration 37Q: 3 clusters Score -2.232708e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 230193 members 
Entering Unmasked Estep 
Score: -22327426.000000 Penalty: 6156.645020
	Iteration 38Q: 3 clusters Score -2.232743e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 231413 members 
Entering Unmasked Estep 
Score: -22327690.000000 Penalty: 6156.645020
	Iteration 39Q: 3 clusters Score -2.232769e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 232587 members 
Entering Unmasked Estep 
Score: -22328036.000000 Penalty: 6156.645020
	Iteration 40F: 3 clusters Score -2.232804e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 233696 members 
Entering Unmasked Estep 
Score: -22328248.000000 Penalty: 6156.645020
	Iteration 41Q: 3 clusters Score -2.232825e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 234759 members 
Entering Unmasked Estep 
Score: -22328560.000000 Penalty: 6156.645020
	Iteration 42Q: 3 clusters Score -2.232856e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 235737 members 
Entering Unmasked Estep 
Score: -22328770.000000 Penalty: 6156.645020
	Iteration 43Q: 3 clusters Score -2.232877e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 236658 members 
Entering Unmasked Estep 
Score: -22329008.000000 Penalty: 6156.645020
	Iteration 44Q: 3 clusters Score -2.232901e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 237520 members 
Entering Unmasked Estep 
Score: -22329402.000000 Penalty: 6156.645020
	Iteration 45Q: 3 clusters Score -2.23294e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 238350 members 
Entering Unmasked Estep 
Score: -22329682.000000 Penalty: 6156.645020
	Iteration 46Q: 3 clusters Score -2.232968e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 239125 members 
Entering Unmasked Estep 
Score: -22329836.000000 Penalty: 6156.645020
	Iteration 47Q: 3 clusters Score -2.232984e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 239842 members 
Entering Unmasked Estep 
Score: -22330102.000000 Penalty: 6156.645020
	Iteration 48Q: 3 clusters Score -2.23301e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 240484 members 
Entering Unmasked Estep 
Score: -22330352.000000 Penalty: 6156.645020
	Iteration 49Q: 3 clusters Score -2.233035e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 241057 members 
Entering Unmasked Estep 
Score: -22330558.000000 Penalty: 6156.645020
	Iteration 50Q: 3 clusters Score -2.233056e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 241537 members 
Entering Unmasked Estep 
Score: -22330772.000000 Penalty: 6156.645020
	Iteration 51Q: 3 clusters Score -2.233077e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 241918 members 
Entering Unmasked Estep 
Score: -22330920.000000 Penalty: 6156.645020
	Iteration 52Q: 3 clusters Score -2.233092e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 242230 members 
Entering Unmasked Estep 
Score: -22331074.000000 Penalty: 6156.645020
	Iteration 53Q: 3 clusters Score -2.233107e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 242512 members 
Entering Unmasked Estep 
Score: -22331138.000000 Penalty: 6156.645020
	Iteration 54Q: 3 clusters Score -2.233114e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 242722 members 
Entering Unmasked Estep 
Score: -22331180.000000 Penalty: 6156.645020
	Iteration 55Q: 3 clusters Score -2.233118e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 242895 members 
Entering Unmasked Estep 
Score: -22331242.000000 Penalty: 6156.645020
	Iteration 56Q: 3 clusters Score -2.233124e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 243047 members 
Entering Unmasked Estep 
Score: -22331288.000000 Penalty: 6156.645020
	Iteration 57Q: 3 clusters Score -2.233129e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 243175 members 
Entering Unmasked Estep 
Score: -22331326.000000 Penalty: 6156.645020
	Iteration 58Q: 3 clusters Score -2.233133e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 243281 members 
Entering Unmasked Estep 
Score: -22331384.000000 Penalty: 6156.645020
	Iteration 59Q: 3 clusters Score -2.233138e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 243367 members 
Entering Unmasked Estep 
Score: -22331414.000000 Penalty: 6156.645020
	Iteration 60F: 3 clusters Score -2.233141e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 243452 members 
Entering Unmasked Estep 
Score: -22331444.000000 Penalty: 6156.645020
	Iteration 61Q: 3 clusters Score -2.233144e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 243533 members 
Entering Unmasked Estep 
Score: -22331468.000000 Penalty: 6156.645020
	Iteration 62Q: 3 clusters Score -2.233147e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 243613 members 
Entering Unmasked Estep 
Score: -22331522.000000 Penalty: 6156.645020
	Iteration 63Q: 3 clusters Score -2.233152e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 243675 members 
Entering Unmasked Estep 
Score: -22331542.000000 Penalty: 6156.645020
	Iteration 64Q: 3 clusters Score -2.233154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 243731 members 
Entering Unmasked Estep 
Score: -22331554.000000 Penalty: 6156.645020
	Iteration 65Q: 3 clusters Score -2.233155e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 243779 members 
Entering Unmasked Estep 
Score: -22331576.000000 Penalty: 6156.645020
	Iteration 66Q: 3 clusters Score -2.233158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 243817 members 
Entering Unmasked Estep 
Score: -22331580.000000 Penalty: 6156.645020
	Iteration 67Q: 3 clusters Score -2.233158e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 243859 members 
Entering Unmasked Estep 
Score: -22331606.000000 Penalty: 6156.645020
	Iteration 68Q: 3 clusters Score -2.233161e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 243900 members 
Entering Unmasked Estep 
Score: -22331634.000000 Penalty: 6156.645020
	Iteration 69Q: 3 clusters Score -2.233163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 243935 members 
Entering Unmasked Estep 
Score: -22331642.000000 Penalty: 6156.645020
	Iteration 70Q: 3 clusters Score -2.233164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 243962 members 
Entering Unmasked Estep 
Score: -22331626.000000 Penalty: 6156.645020
	Iteration 71Q: 3 clusters Score -2.233163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 243979 members 
Entering Unmasked Estep 
Score: -22331658.000000 Penalty: 6156.645020
	Iteration 72Q: 3 clusters Score -2.233166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 244004 members 
Entering Unmasked Estep 
Score: -22331654.000000 Penalty: 6156.645020
	Iteration 73Q: 3 clusters Score -2.233165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 244024 members 
Entering Unmasked Estep 
Score: -22331656.000000 Penalty: 6156.645020
	Iteration 74Q: 3 clusters Score -2.233166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 244041 members 
Entering Unmasked Estep 
Score: -22331634.000000 Penalty: 6156.645020
	Iteration 75Q: 3 clusters Score -2.233163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 244053 members 
Entering Unmasked Estep 
Score: -22331660.000000 Penalty: 6156.645020
	Iteration 76Q: 3 clusters Score -2.233166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 244067 members 
Entering Unmasked Estep 
Score: -22331658.000000 Penalty: 6156.645020
	Iteration 77Q: 3 clusters Score -2.233166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 244083 members 
Entering Unmasked Estep 
Score: -22331648.000000 Penalty: 6156.645020
	Iteration 78Q: 3 clusters Score -2.233165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 244091 members 
Entering Unmasked Estep 
Score: -22331650.000000 Penalty: 6156.645020
	Iteration 79Q: 3 clusters Score -2.233165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 244096 members 
Entering Unmasked Estep 
Score: -22331652.000000 Penalty: 6156.645020
	Iteration 80F: 3 clusters Score -2.233165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 244097 members 
Entering Unmasked Estep 
Score: -22331648.000000 Penalty: 6156.645020
	Iteration 81Q: 3 clusters Score -2.233165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 244098 members 
Entering Unmasked Estep 
Score: -22331654.000000 Penalty: 6156.645020
	Iteration 82Q: 3 clusters Score -2.233165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 244098 members 
Entering Unmasked Estep 
Score: -22331654.000000 Penalty: 6156.645020
	Iteration 83F: 3 clusters Score -2.233165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -85409.359375 Penalty: 1714.606812
	Iteration 0F: 2 clusters Score -85409.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83455.703125 Penalty: 3429.213623
	Iteration 0F: 3 clusters Score -83455.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83736.390625 Penalty: 3429.213623
	Iteration 1F: 3 clusters Score -83736.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83826.226562 Penalty: 3429.213623
	Iteration 2F: 3 clusters Score -83826.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83867.453125 Penalty: 3429.213623
	Iteration 3Q: 3 clusters Score -83867.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83889.085938 Penalty: 3429.213623
	Iteration 4Q: 3 clusters Score -83889.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83902.203125 Penalty: 3429.213623
	Iteration 5Q: 3 clusters Score -83902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83917.656250 Penalty: 3429.213623
	Iteration 6Q: 3 clusters Score -83917.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83933.773438 Penalty: 3429.213623
	Iteration 7Q: 3 clusters Score -83933.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83942.507812 Penalty: 3429.213623
	Iteration 8Q: 3 clusters Score -83942.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83953.171875 Penalty: 3429.213623
	Iteration 9Q: 3 clusters Score -83953.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83960.914062 Penalty: 3429.213623
	Iteration 10Q: 3 clusters Score -83960.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83968.460938 Penalty: 3429.213623
	Iteration 11Q: 3 clusters Score -83968.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83975.078125 Penalty: 3429.213623
	Iteration 12Q: 3 clusters Score -83975.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83983.492188 Penalty: 3429.213623
	Iteration 13Q: 3 clusters Score -83983.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83991.671875 Penalty: 3429.213623
	Iteration 14Q: 3 clusters Score -83991.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83996.593750 Penalty: 3429.213623
	Iteration 15Q: 3 clusters Score -83996.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84002.703125 Penalty: 3429.213623
	Iteration 16Q: 3 clusters Score -84002.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84009.109375 Penalty: 3429.213623
	Iteration 17Q: 3 clusters Score -84009.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84012.093750 Penalty: 3429.213623
	Iteration 18Q: 3 clusters Score -84012.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84016.234375 Penalty: 3429.213623
	Iteration 19Q: 3 clusters Score -84016.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84018.828125 Penalty: 3429.213623
	Iteration 20F: 3 clusters Score -84018.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15393.962891 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -15393.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14236.975586 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -14236.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14331.627930 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -14331.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14362.131836 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -14362.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14367.007812 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -14367.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14367.007812 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -14367.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435420 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 156850 members 
Mstep: Class 14 contains 43469 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35612 members 
Mstep: Class 17 contains 13981 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 245878 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620624.000000 Penalty: 79092.414062
Iteration 119Q: 24 clusters Score -9.362062e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435412 members 
Mstep: Class 4 contains 15000 members 
Mstep: Class 5 contains 11192 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 10499 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 156825 members 
Mstep: Class 14 contains 43419 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 35602 members 
Mstep: Class 17 contains 13981 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 24213 members 
Mstep: Class 21 contains 246181 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620904.000000 Penalty: 79092.414062
Iteration 120F: 24 clusters Score -9.36209e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435409 members 
Mstep: Class 4 contains 15003 members 
Mstep: Class 5 contains 11192 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8666 members 
Mstep: Class 8 contains 10516 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 156796 members 
Mstep: Class 14 contains 43367 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 35592 members 
Mstep: Class 17 contains 13979 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 24205 members 
Mstep: Class 21 contains 246457 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621104.000000 Penalty: 79092.414062
Iteration 121Q: 24 clusters Score -9.36211e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435407 members 
Mstep: Class 4 contains 15000 members 
Mstep: Class 5 contains 11186 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8680 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 12901 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 156766 members 
Mstep: Class 14 contains 43312 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 35587 members 
Mstep: Class 17 contains 13975 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 24201 members 
Mstep: Class 21 contains 246732 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621112.000000 Penalty: 79092.414062
Iteration 122Q: 24 clusters Score -9.362111e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435415 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 11175 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 10543 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 12690 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 156743 members 
Mstep: Class 14 contains 43256 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 35579 members 
Mstep: Class 17 contains 13969 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 24202 members 
Mstep: Class 21 contains 247019 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621040.000000 Penalty: 79092.414062
Iteration 123Q: 24 clusters Score -9.362104e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435426 members 
Mstep: Class 4 contains 14991 members 
Mstep: Class 5 contains 11171 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8708 members 
Mstep: Class 8 contains 10555 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 12473 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 156718 members 
Mstep: Class 14 contains 43182 members 
Mstep: Class 15 contains 482 members 
Mstep: Class 16 contains 35576 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 24204 members 
Mstep: Class 21 contains 247305 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 24 clusters Score -9.362126e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435435 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 11165 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8719 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 12238 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 156712 members 
Mstep: Class 14 contains 43109 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 35571 members 
Mstep: Class 17 contains 13959 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 24202 members 
Mstep: Class 21 contains 247617 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 24 clusters Score -9.362122e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435441 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11166 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8732 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 11978 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 156688 members 
Mstep: Class 14 contains 43026 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 35565 members 
Mstep: Class 17 contains 13955 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 24199 members 
Mstep: Class 21 contains 247982 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 126Q: 24 clusters Score -9.362132e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435444 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 11173 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8745 members 
Mstep: Class 8 contains 10582 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 11701 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 156645 members 
Mstep: Class 14 contains 42942 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 35559 members 
Mstep: Class 17 contains 13947 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 24206 members 
Mstep: Class 21 contains 248372 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 127Q: 24 clusters Score -9.362122e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435449 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 11168 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 10597 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 11372 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 156591 members 
Mstep: Class 14 contains 42851 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 35552 members 
Mstep: Class 17 contains 13947 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 24205 members 
Mstep: Class 21 contains 248827 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 128Q: 24 clusters Score -9.36211e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435449 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8788 members 
Mstep: Class 8 contains 10622 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 11036 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 156519 members 
Mstep: Class 14 contains 42746 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 35548 members 
Mstep: Class 17 contains 13948 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 24198 members 
Mstep: Class 21 contains 249301 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 129Q: 24 clusters Score -9.362108e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435449 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8813 members 
Mstep: Class 8 contains 10642 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 10700 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 156476 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 35541 members 
Mstep: Class 17 contains 13948 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 249781 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 130Q: 24 clusters Score -9.362128e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435445 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 11163 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8830 members 
Mstep: Class 8 contains 10662 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 10346 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 156434 members 
Mstep: Class 14 contains 42511 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 35536 members 
Mstep: Class 17 contains 13946 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 24178 members 
Mstep: Class 21 contains 250294 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 131Q: 24 clusters Score -9.362143e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435443 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 11156 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 10682 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 10002 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 156383 members 
Mstep: Class 14 contains 42390 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 35528 members 
Mstep: Class 17 contains 13945 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 24171 members 
Mstep: Class 21 contains 250796 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 132Q: 24 clusters Score -9.362143e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435442 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 11144 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8868 members 
Mstep: Class 8 contains 10702 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 156324 members 
Mstep: Class 14 contains 42278 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 35523 members 
Mstep: Class 17 contains 13942 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 251300 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 133Q: 24 clusters Score -9.362151e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435443 members 
Mstep: Class 4 contains 14967 members 
Mstep: Class 5 contains 11141 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8887 members 
Mstep: Class 8 contains 10718 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 9335 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 156274 members 
Mstep: Class 14 contains 42173 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 35513 members 
Mstep: Class 17 contains 13939 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 24159 members 
Mstep: Class 21 contains 251782 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 134Q: 24 clusters Score -9.362162e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435447 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 11144 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8909 members 
Mstep: Class 8 contains 10730 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 156203 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 35507 members 
Mstep: Class 17 contains 13938 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 24157 members 
Mstep: Class 21 contains 252312 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 135Q: 24 clusters Score -9.362171e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435448 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 11147 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8933 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 156133 members 
Mstep: Class 14 contains 41963 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 35504 members 
Mstep: Class 17 contains 13936 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 24149 members 
Mstep: Class 21 contains 252838 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 136Q: 24 clusters Score -9.362198e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435453 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 11146 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8955 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 8254 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 156074 members 
Mstep: Class 14 contains 41852 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 35499 members 
Mstep: Class 17 contains 13934 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 24150 members 
Mstep: Class 21 contains 253347 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 137Q: 24 clusters Score -9.36219e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435453 members 
Mstep: Class 4 contains 14974 members 
Mstep: Class 5 contains 11150 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 10767 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 156021 members 
Mstep: Class 14 contains 41724 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 35498 members 
Mstep: Class 17 contains 13934 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 24146 members 
Mstep: Class 21 contains 253828 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 138Q: 24 clusters Score -9.362181e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435452 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 11157 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9006 members 
Mstep: Class 8 contains 10781 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 7614 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155970 members 
Mstep: Class 14 contains 41594 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 35491 members 
Mstep: Class 17 contains 13934 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 24143 members 
Mstep: Class 21 contains 254283 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 139Q: 24 clusters Score -9.36219e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9039 members 
Mstep: Class 8 contains 10801 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155920 members 
Mstep: Class 14 contains 41468 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 35482 members 
Mstep: Class 17 contains 13935 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 24139 members 
Mstep: Class 21 contains 254704 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 140F: 24 clusters Score -9.362191e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435466 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 11179 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9072 members 
Mstep: Class 8 contains 10820 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155858 members 
Mstep: Class 14 contains 41356 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 35469 members 
Mstep: Class 17 contains 13934 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 24138 members 
Mstep: Class 21 contains 255110 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 141Q: 24 clusters Score -9.362208e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 11191 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9101 members 
Mstep: Class 8 contains 10848 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155793 members 
Mstep: Class 14 contains 41274 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 35460 members 
Mstep: Class 17 contains 13933 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 24138 members 
Mstep: Class 21 contains 255446 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 142Q: 24 clusters Score -9.362203e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435469 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9128 members 
Mstep: Class 8 contains 10866 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 6542 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155738 members 
Mstep: Class 14 contains 41189 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 35455 members 
Mstep: Class 17 contains 13931 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 24145 members 
Mstep: Class 21 contains 255795 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 143Q: 24 clusters Score -9.362215e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435471 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9145 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155691 members 
Mstep: Class 14 contains 41099 members 
Mstep: Class 15 contains 471 members 
Mstep: Class 16 contains 35441 members 
Mstep: Class 17 contains 13928 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24148 members 
Mstep: Class 21 contains 256138 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 144Q: 24 clusters Score -9.36222e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435483 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11205 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9160 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155646 members 
Mstep: Class 14 contains 41024 members 
Mstep: Class 15 contains 469 members 
Mstep: Class 16 contains 35434 members 
Mstep: Class 17 contains 13922 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24154 members 
Mstep: Class 21 contains 256430 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 145Q: 24 clusters Score -9.362223e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435482 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9186 members 
Mstep: Class 8 contains 10913 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 5909 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155623 members 
Mstep: Class 14 contains 40966 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 35429 members 
Mstep: Class 17 contains 13917 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 256703 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 146Q: 24 clusters Score -9.362238e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435483 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 10930 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 5729 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155611 members 
Mstep: Class 14 contains 40909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 35421 members 
Mstep: Class 17 contains 13913 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24161 members 
Mstep: Class 21 contains 256939 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
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Iteration 147Q: 24 clusters Score -9.362242e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435474 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 11205 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9231 members 
Mstep: Class 8 contains 10945 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 5564 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 155591 members 
Mstep: Class 14 contains 40849 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 13910 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 257157 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622328.000000 Penalty: 79092.414062
Iteration 148Q: 24 clusters Score -9.362233e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435475 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11209 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9252 members 
Mstep: Class 8 contains 10964 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 5413 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 155573 members 
Mstep: Class 14 contains 40798 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 35408 members 
Mstep: Class 17 contains 13908 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 257351 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622072.000000 Penalty: 79092.414062
Iteration 149Q: 24 clusters Score -9.362207e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435469 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 11216 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9268 members 
Mstep: Class 8 contains 10984 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 155546 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 35404 members 
Mstep: Class 17 contains 13904 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 24168 members 
Mstep: Class 21 contains 257525 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622296.000000 Penalty: 79092.414062
Iteration 150Q: 24 clusters Score -9.36223e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435471 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11218 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 8 contains 10997 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 5171 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 155537 members 
Mstep: Class 14 contains 40700 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 35405 members 
Mstep: Class 17 contains 13898 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 24169 members 
Mstep: Class 21 contains 257669 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622272.000000 Penalty: 79092.414062
Iteration 151Q: 24 clusters Score -9.362227e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435471 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11222 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9309 members 
Mstep: Class 8 contains 11005 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 155515 members 
Mstep: Class 14 contains 40664 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 35403 members 
Mstep: Class 17 contains 13898 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 24168 members 
Mstep: Class 21 contains 257811 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622440.000000 Penalty: 79092.414062
Iteration 152Q: 24 clusters Score -9.362244e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435473 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11229 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 11014 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 155500 members 
Mstep: Class 14 contains 40631 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 35401 members 
Mstep: Class 17 contains 13897 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 257945 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622304.000000 Penalty: 79092.414062
Iteration 153Q: 24 clusters Score -9.36223e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435473 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11234 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9346 members 
Mstep: Class 8 contains 11021 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 155492 members 
Mstep: Class 14 contains 40606 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 35398 members 
Mstep: Class 17 contains 13894 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 258057 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622232.000000 Penalty: 79092.414062
Iteration 154Q: 24 clusters Score -9.362223e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435471 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 11237 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 11027 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 155468 members 
Mstep: Class 14 contains 40585 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 35397 members 
Mstep: Class 17 contains 13891 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 258162 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622464.000000 Penalty: 79092.414062
Iteration 155Q: 24 clusters Score -9.362246e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435473 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11240 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 11030 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 155463 members 
Mstep: Class 14 contains 40569 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35396 members 
Mstep: Class 17 contains 13891 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 258256 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622440.000000 Penalty: 79092.414062
Iteration 156Q: 24 clusters Score -9.362244e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435474 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11242 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9386 members 
Mstep: Class 8 contains 11034 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 155459 members 
Mstep: Class 14 contains 40544 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35396 members 
Mstep: Class 17 contains 13890 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 258348 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622632.000000 Penalty: 79092.414062
Iteration 157Q: 24 clusters Score -9.362263e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435473 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 11239 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9400 members 
Mstep: Class 8 contains 11038 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4533 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 155455 members 
Mstep: Class 14 contains 40534 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35397 members 
Mstep: Class 17 contains 13887 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 258420 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622392.000000 Penalty: 79092.414062
Iteration 158Q: 24 clusters Score -9.362239e+07 nChanged 157
Entering ConstructFrom: 
Score: -93622392.000000 Penalty: 79092.414062
Entering ConstructFrom: 
Trying to split cluster 1 (19016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Entering Unmasked Estep 
Score: -1636118.375000 Penalty: 2443.552979
	Iteration 0F: 2 clusters Score -1636118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1622641.250000 Penalty: 4887.105957
	Iteration 0F: 3 clusters Score -1622641 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1627264.250000 Penalty: 4887.105957
	Iteration 1F: 3 clusters Score -1627264 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1627880.000000 Penalty: 4887.105957
	Iteration 2F: 3 clusters Score -1627880 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1628569.500000 Penalty: 4887.105957
	Iteration 3F: 3 clusters Score -1628570 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1629382.250000 Penalty: 4887.105957
	Iteration 4F: 3 clusters Score -1629382 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1630301.500000 Penalty: 4887.105957
	Iteration 5F: 3 clusters Score -1630302 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1631217.125000 Penalty: 4887.105957
	Iteration 6F: 3 clusters Score -1631217 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1632024.875000 Penalty: 4887.105957
	Iteration 7F: 3 clusters Score -1632025 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1632643.000000 Penalty: 4887.105957
	Iteration 8Q: 3 clusters Score -1632643 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1633231.500000 Penalty: 4887.105957
	Iteration 9Q: 3 clusters Score -1633232 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1633688.250000 Penalty: 4887.105957
	Iteration 10Q: 3 clusters Score -1633688 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1634078.125000 Penalty: 4887.105957
	Iteration 11Q: 3 clusters Score -1634078 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1634306.625000 Penalty: 4887.105957
	Iteration 12Q: 3 clusters Score -1634307 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1634451.250000 Penalty: 4887.105957
	Iteration 13Q: 3 clusters Score -1634451 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1634529.625000 Penalty: 4887.105957
	Iteration 14Q: 3 clusters Score -1634530 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1634564.250000 Penalty: 4887.105957
	Iteration 15Q: 3 clusters Score -1634564 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1634592.125000 Penalty: 4887.105957
	Iteration 16Q: 3 clusters Score -1634592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1634608.750000 Penalty: 4887.105957
	Iteration 17Q: 3 clusters Score -1634609 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1634621.500000 Penalty: 4887.105957
	Iteration 18Q: 3 clusters Score -1634622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1634636.750000 Penalty: 4887.105957
	Iteration 19Q: 3 clusters Score -1634637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1634643.875000 Penalty: 4887.105957
	Iteration 20F: 3 clusters Score -1634644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1634646.375000 Penalty: 4887.105957
	Iteration 21Q: 3 clusters Score -1634646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1634660.750000 Penalty: 4887.105957
	Iteration 22Q: 3 clusters Score -1634661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1634665.000000 Penalty: 4887.105957
	Iteration 23Q: 3 clusters Score -1634665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1634679.250000 Penalty: 4887.105957
	Iteration 24Q: 3 clusters Score -1634679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1634677.375000 Penalty: 4887.105957
	Iteration 25Q: 3 clusters Score -1634677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1634686.875000 Penalty: 4887.105957
	Iteration 26Q: 3 clusters Score -1634687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1634694.375000 Penalty: 4887.105957
	Iteration 27Q: 3 clusters Score -1634694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1634702.375000 Penalty: 4887.105957
	Iteration 28Q: 3 clusters Score -1634702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1634712.250000 Penalty: 4887.105957
	Iteration 29Q: 3 clusters Score -1634712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1634720.250000 Penalty: 4887.105957
	Iteration 30Q: 3 clusters Score -1634720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1634727.125000 Penalty: 4887.105957
	Iteration 31Q: 3 clusters Score -1634727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1634737.250000 Penalty: 4887.105957
	Iteration 32Q: 3 clusters Score -1634737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1634742.500000 Penalty: 4887.105957
	Iteration 33Q: 3 clusters Score -1634742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1634757.500000 Penalty: 4887.105957
	Iteration 34Q: 3 clusters Score -1634758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1634777.125000 Penalty: 4887.105957
	Iteration 35Q: 3 clusters Score -1634777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1634788.375000 Penalty: 4887.105957
	Iteration 36Q: 3 clusters Score -1634788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1634808.875000 Penalty: 4887.105957
	Iteration 37Q: 3 clusters Score -1634809 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1634823.625000 Penalty: 4887.105957
	Iteration 38Q: 3 clusters Score -1634824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1634836.750000 Penalty: 4887.105957
	Iteration 39Q: 3 clusters Score -1634837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1634853.875000 Penalty: 4887.105957
	Iteration 40F: 3 clusters Score -1634854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1634862.000000 Penalty: 4887.105957
	Iteration 41Q: 3 clusters Score -1634862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1634875.250000 Penalty: 4887.105957
	Iteration 42Q: 3 clusters Score -1634875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1634891.625000 Penalty: 4887.105957
	Iteration 43Q: 3 clusters Score -1634892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1634903.875000 Penalty: 4887.105957
	Iteration 44Q: 3 clusters Score -1634904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1634914.875000 Penalty: 4887.105957
	Iteration 45Q: 3 clusters Score -1634915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1634918.000000 Penalty: 4887.105957
	Iteration 46Q: 3 clusters Score -1634918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1634928.375000 Penalty: 4887.105957
	Iteration 47Q: 3 clusters Score -1634928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1634934.250000 Penalty: 4887.105957
	Iteration 48Q: 3 clusters Score -1634934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1634938.875000 Penalty: 4887.105957
	Iteration 49Q: 3 clusters Score -1634939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1634945.750000 Penalty: 4887.105957
	Iteration 50Q: 3 clusters Score -1634946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1634943.250000 Penalty: 4887.105957
	Iteration 51Q: 3 clusters Score -1634943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1634952.000000 Penalty: 4887.105957
	Iteration 52Q: 3 clusters Score -1634952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1634959.000000 Penalty: 4887.105957
	Iteration 53Q: 3 clusters Score -1634959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1634964.125000 Penalty: 4887.105957
	Iteration 54Q: 3 clusters Score -1634964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1634966.750000 Penalty: 4887.105957
	Iteration 55Q: 3 clusters Score -1634967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1634968.500000 Penalty: 4887.105957
	Iteration 56Q: 3 clusters Score -1634968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1634973.000000 Penalty: 4887.105957
	Iteration 57Q: 3 clusters Score -1634973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1634975.500000 Penalty: 4887.105957
	Iteration 58Q: 3 clusters Score -1634976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1634974.000000 Penalty: 4887.105957
	Iteration 59Q: 3 clusters Score -1634974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1634976.000000 Penalty: 4887.105957
	Iteration 60F: 3 clusters Score -1634976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1634980.000000 Penalty: 4887.105957
	Iteration 61Q: 3 clusters Score -1634980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1634980.375000 Penalty: 4887.105957
	Iteration 62Q: 3 clusters Score -1634980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1634978.375000 Penalty: 4887.105957
	Iteration 63Q: 3 clusters Score -1634978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1634980.625000 Penalty: 4887.105957
	Iteration 64Q: 3 clusters Score -1634981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1634988.875000 Penalty: 4887.105957
	Iteration 65Q: 3 clusters Score -1634989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1634990.000000 Penalty: 4887.105957
	Iteration 66Q: 3 clusters Score -1634990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1634995.125000 Penalty: 4887.105957
	Iteration 67Q: 3 clusters Score -1634995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1634995.750000 Penalty: 4887.105957
	Iteration 68Q: 3 clusters Score -1634996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1635000.625000 Penalty: 4887.105957
	Iteration 69Q: 3 clusters Score -1635001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1635004.875000 Penalty: 4887.105957
	Iteration 70Q: 3 clusters Score -1635005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1635019.375000 Penalty: 4887.105957
	Iteration 71Q: 3 clusters Score -1635019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1635028.500000 Penalty: 4887.105957
	Iteration 72Q: 3 clusters Score -1635028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1635033.375000 Penalty: 4887.105957
	Iteration 73Q: 3 clusters Score -1635033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1635037.750000 Penalty: 4887.105957
	Iteration 74Q: 3 clusters Score -1635038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1635036.125000 Penalty: 4887.105957
	Iteration 75Q: 3 clusters Score -1635036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1635037.500000 Penalty: 4887.105957
	Iteration 76Q: 3 clusters Score -1635038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1635040.625000 Penalty: 4887.105957
	Iteration 77Q: 3 clusters Score -1635041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1635040.625000 Penalty: 4887.105957
	Iteration 78Q: 3 clusters Score -1635041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1635052.250000 Penalty: 4887.105957
	Iteration 79Q: 3 clusters Score -1635052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1635056.875000 Penalty: 4887.105957
	Iteration 80F: 3 clusters Score -1635057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1635052.500000 Penalty: 4887.105957
	Iteration 81Q: 3 clusters Score -1635052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1635053.875000 Penalty: 4887.105957
	Iteration 82Q: 3 clusters Score -1635054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1635056.250000 Penalty: 4887.105957
	Iteration 83Q: 3 clusters Score -1635056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1635056.500000 Penalty: 4887.105957
	Iteration 84Q: 3 clusters Score -1635056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1635060.500000 Penalty: 4887.105957
	Iteration 85Q: 3 clusters Score -1635060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1635066.250000 Penalty: 4887.105957
	Iteration 86Q: 3 clusters Score -1635066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1635068.750000 Penalty: 4887.105957
	Iteration 87Q: 3 clusters Score -1635069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1635071.500000 Penalty: 4887.105957
	Iteration 88Q: 3 clusters Score -1635072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1635071.875000 Penalty: 4887.105957
	Iteration 89Q: 3 clusters Score -1635072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1635067.875000 Penalty: 4887.105957
	Iteration 90Q: 3 clusters Score -1635068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1635069.375000 Penalty: 4887.105957
	Iteration 91Q: 3 clusters Score -1635069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1635072.625000 Penalty: 4887.105957
	Iteration 92Q: 3 clusters Score -1635073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1635073.875000 Penalty: 4887.105957
	Iteration 93Q: 3 clusters Score -1635074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1635072.875000 Penalty: 4887.105957
	Iteration 94Q: 3 clusters Score -1635073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1635077.250000 Penalty: 4887.105957
	Iteration 95Q: 3 clusters Score -1635077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1635082.375000 Penalty: 4887.105957
	Iteration 96Q: 3 clusters Score -1635082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1635083.750000 Penalty: 4887.105957
	Iteration 97Q: 3 clusters Score -1635084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1635083.875000 Penalty: 4887.105957
	Iteration 98Q: 3 clusters Score -1635084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1635082.375000 Penalty: 4887.105957
	Iteration 99Q: 3 clusters Score -1635082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1635083.500000 Penalty: 4887.105957
	Iteration 100F: 3 clusters Score -1635084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -32005.337891 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -32005.34 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 227 members 
Entering Unmasked Estep 
Score: -30625.097656 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -30625.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31019.875000 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -31019.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31273.931641 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -31273.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31546.365234 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -31546.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31713.064453 Penalty: 3029.083252
	Iteration 4F: 3 clusters Score -31713.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31814.611328 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -31814.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31897.500000 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -31897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31947.738281 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -31947.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32053.232422 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -32053.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32117.238281 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -32117.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32134.951172 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -32134.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32136.798828 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -32136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32152.619141 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -32152.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32157.613281 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -32157.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32157.613281 Penalty: 3029.083252
	Iteration 14F: 3 clusters Score -32157.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11238 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155454 members 
Mstep: Class 14 contains 40523 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35393 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 258500 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 298 members 
Entering Unmasked Estep 
Score: -93620504.000000 Penalty: 82531.210938
Splitting cluster 2 changes total score from -93622392.000000 to -93620504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (435467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435467 members 
Entering Unmasked Estep 
Score: -40038976.000000 Penalty: 3220.075439
	Iteration 0F: 2 clusters Score -4.003898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217814 members 
Mstep: Class 2 contains 217653 members 
Entering Unmasked Estep 
Score: -39745332.000000 Penalty: 6440.150879
	Iteration 0F: 3 clusters Score -3.974533e+07 nChanged 212265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216211 members 
Mstep: Class 2 contains 219256 members 
Entering Unmasked Estep 
Score: -39871808.000000 Penalty: 6440.150879
	Iteration 1F: 3 clusters Score -3.987181e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214590 members 
Mstep: Class 2 contains 220877 members 
Entering Unmasked Estep 
Score: -39873312.000000 Penalty: 6440.150879
	Iteration 2Q: 3 clusters Score -3.987331e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211900 members 
Mstep: Class 2 contains 223567 members 
Entering Unmasked Estep 
Score: -39875520.000000 Penalty: 6440.150879
	Iteration 3Q: 3 clusters Score -3.987552e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207497 members 
Mstep: Class 2 contains 227970 members 
Entering Unmasked Estep 
Score: -39878280.000000 Penalty: 6440.150879
	Iteration 4Q: 3 clusters Score -3.987828e+07 nChanged 15525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200466 members 
Mstep: Class 2 contains 235001 members 
Entering Unmasked Estep 
Score: -39883184.000000 Penalty: 6440.150879
	Iteration 5Q: 3 clusters Score -3.988318e+07 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189953 members 
Mstep: Class 2 contains 245514 members 
Entering Unmasked Estep 
Score: -39891044.000000 Penalty: 6440.150879
	Iteration 6Q: 3 clusters Score -3.989104e+07 nChanged 23991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174918 members 
Mstep: Class 2 contains 260549 members 
Entering Unmasked Estep 
Score: -39902780.000000 Penalty: 6440.150879
	Iteration 7F: 3 clusters Score -3.990278e+07 nChanged 27853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 280038 members 
Entering Unmasked Estep 
Score: -39919012.000000 Penalty: 6440.150879
	Iteration 8F: 3 clusters Score -3.991901e+07 nChanged 29268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132755 members 
Mstep: Class 2 contains 302712 members 
Entering Unmasked Estep 
Score: -39937152.000000 Penalty: 6440.150879
	Iteration 9F: 3 clusters Score -3.993715e+07 nChanged 27599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 326269 members 
Entering Unmasked Estep 
Score: -39954684.000000 Penalty: 6440.150879
	Iteration 10F: 3 clusters Score -3.995468e+07 nChanged 24725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 349418 members 
Entering Unmasked Estep 
Score: -39970968.000000 Penalty: 6440.150879
	Iteration 11F: 3 clusters Score -3.997097e+07 nChanged 21865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 370947 members 
Entering Unmasked Estep 
Score: -39986624.000000 Penalty: 6440.150879
	Iteration 12F: 3 clusters Score -3.998662e+07 nChanged 18835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 389764 members 
Entering Unmasked Estep 
Score: -40001724.000000 Penalty: 6440.150879
	Iteration 13Q: 3 clusters Score -4.000172e+07 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 404812 members 
Entering Unmasked Estep 
Score: -40013696.000000 Penalty: 6440.150879
	Iteration 14Q: 3 clusters Score -4.00137e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 415666 members 
Entering Unmasked Estep 
Score: -40022652.000000 Penalty: 6440.150879
	Iteration 15Q: 3 clusters Score -4.002265e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 422800 members 
Entering Unmasked Estep 
Score: -40028076.000000 Penalty: 6440.150879
	Iteration 16Q: 3 clusters Score -4.002808e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 427174 members 
Entering Unmasked Estep 
Score: -40031124.000000 Penalty: 6440.150879
	Iteration 17Q: 3 clusters Score -4.003112e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 429905 members 
Entering Unmasked Estep 
Score: -40033120.000000 Penalty: 6440.150879
	Iteration 18Q: 3 clusters Score -4.003312e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 431639 members 
Entering Unmasked Estep 
Score: -40034216.000000 Penalty: 6440.150879
	Iteration 19Q: 3 clusters Score -4.003422e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 432671 members 
Entering Unmasked Estep 
Score: -40034828.000000 Penalty: 6440.150879
	Iteration 20F: 3 clusters Score -4.003483e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 433320 members 
Entering Unmasked Estep 
Score: -40035336.000000 Penalty: 6440.150879
	Iteration 21Q: 3 clusters Score -4.003534e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 433763 members 
Entering Unmasked Estep 
Score: -40035576.000000 Penalty: 6440.150879
	Iteration 22Q: 3 clusters Score -4.003558e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 434037 members 
Entering Unmasked Estep 
Score: -40035768.000000 Penalty: 6440.150879
	Iteration 23Q: 3 clusters Score -4.003577e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 434219 members 
Entering Unmasked Estep 
Score: -40035816.000000 Penalty: 6440.150879
	Iteration 24Q: 3 clusters Score -4.003582e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 434339 members 
Entering Unmasked Estep 
Score: -40035892.000000 Penalty: 6440.150879
	Iteration 25Q: 3 clusters Score -4.003589e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 434420 members 
Entering Unmasked Estep 
Score: -40035952.000000 Penalty: 6440.150879
	Iteration 26Q: 3 clusters Score -4.003595e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 434484 members 
Entering Unmasked Estep 
Score: -40035980.000000 Penalty: 6440.150879
	Iteration 27Q: 3 clusters Score -4.003598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 434531 members 
Entering Unmasked Estep 
Score: -40036008.000000 Penalty: 6440.150879
	Iteration 28Q: 3 clusters Score -4.003601e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 434570 members 
Entering Unmasked Estep 
Score: -40036032.000000 Penalty: 6440.150879
	Iteration 29Q: 3 clusters Score -4.003603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 434597 members 
Entering Unmasked Estep 
Score: -40036028.000000 Penalty: 6440.150879
	Iteration 30Q: 3 clusters Score -4.003603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 434623 members 
Entering Unmasked Estep 
Score: -40036072.000000 Penalty: 6440.150879
	Iteration 31Q: 3 clusters Score -4.003607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 434643 members 
Entering Unmasked Estep 
Score: -40036100.000000 Penalty: 6440.150879
	Iteration 32Q: 3 clusters Score -4.00361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 434654 members 
Entering Unmasked Estep 
Score: -40036124.000000 Penalty: 6440.150879
	Iteration 33Q: 3 clusters Score -4.003612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 434663 members 
Entering Unmasked Estep 
Score: -40036116.000000 Penalty: 6440.150879
	Iteration 34Q: 3 clusters Score -4.003612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 434679 members 
Entering Unmasked Estep 
Score: -40036128.000000 Penalty: 6440.150879
	Iteration 35Q: 3 clusters Score -4.003613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 434688 members 
Entering Unmasked Estep 
Score: -40036120.000000 Penalty: 6440.150879
	Iteration 36Q: 3 clusters Score -4.003612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 434697 members 
Entering Unmasked Estep 
Score: -40036128.000000 Penalty: 6440.150879
	Iteration 37Q: 3 clusters Score -4.003613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 434703 members 
Entering Unmasked Estep 
Score: -40036140.000000 Penalty: 6440.150879
	Iteration 38Q: 3 clusters Score -4.003614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 434712 members 
Entering Unmasked Estep 
Score: -40036124.000000 Penalty: 6440.150879
	Iteration 39Q: 3 clusters Score -4.003612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 434721 members 
Entering Unmasked Estep 
Score: -40036136.000000 Penalty: 6440.150879
	Iteration 40F: 3 clusters Score -4.003614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 434729 members 
Entering Unmasked Estep 
Score: -40036124.000000 Penalty: 6440.150879
	Iteration 41Q: 3 clusters Score -4.003612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 434737 members 
Entering Unmasked Estep 
Score: -40036116.000000 Penalty: 6440.150879
	Iteration 42Q: 3 clusters Score -4.003612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 434745 members 
Entering Unmasked Estep 
Score: -40036156.000000 Penalty: 6440.150879
	Iteration 43Q: 3 clusters Score -4.003616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 434750 members 
Entering Unmasked Estep 
Score: -40036156.000000 Penalty: 6440.150879
	Iteration 44Q: 3 clusters Score -4.003616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 434755 members 
Entering Unmasked Estep 
Score: -40036168.000000 Penalty: 6440.150879
	Iteration 45Q: 3 clusters Score -4.003617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 434758 members 
Entering Unmasked Estep 
Score: -40036144.000000 Penalty: 6440.150879
	Iteration 46Q: 3 clusters Score -4.003614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 434763 members 
Entering Unmasked Estep 
Score: -40036176.000000 Penalty: 6440.150879
	Iteration 47Q: 3 clusters Score -4.003618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 434773 members 
Entering Unmasked Estep 
Score: -40036176.000000 Penalty: 6440.150879
	Iteration 48Q: 3 clusters Score -4.003618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 434778 members 
Entering Unmasked Estep 
Score: -40036192.000000 Penalty: 6440.150879
	Iteration 49Q: 3 clusters Score -4.003619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 434779 members 
Entering Unmasked Estep 
Score: -40036196.000000 Penalty: 6440.150879
	Iteration 50Q: 3 clusters Score -4.00362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 434783 members 
Entering Unmasked Estep 
Score: -40036168.000000 Penalty: 6440.150879
	Iteration 51Q: 3 clusters Score -4.003617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 434784 members 
Entering Unmasked Estep 
Score: -40036196.000000 Penalty: 6440.150879
	Iteration 52Q: 3 clusters Score -4.00362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 434784 members 
Entering Unmasked Estep 
Score: -40036176.000000 Penalty: 6440.150879
	Iteration 53Q: 3 clusters Score -4.003618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 434784 members 
Entering Unmasked Estep 
Score: -40036176.000000 Penalty: 6440.150879
	Iteration 54F: 3 clusters Score -4.003618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Entering Unmasked Estep 
Score: -1276293.375000 Penalty: 2384.388916
	Iteration 0F: 2 clusters Score -1276293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1265377.125000 Penalty: 4768.777832
	Iteration 0F: 3 clusters Score -1265377 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1268826.000000 Penalty: 4768.777832
	Iteration 1F: 3 clusters Score -1268826 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1269274.750000 Penalty: 4768.777832
	Iteration 2F: 3 clusters Score -1269275 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1269685.750000 Penalty: 4768.777832
	Iteration 3F: 3 clusters Score -1269686 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1270088.625000 Penalty: 4768.777832
	Iteration 4Q: 3 clusters Score -1270089 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1270591.375000 Penalty: 4768.777832
	Iteration 5F: 3 clusters Score -1270591 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1271125.750000 Penalty: 4768.777832
	Iteration 6F: 3 clusters Score -1271126 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1271713.500000 Penalty: 4768.777832
	Iteration 7F: 3 clusters Score -1271714 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1272276.375000 Penalty: 4768.777832
	Iteration 8Q: 3 clusters Score -1272276 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1272735.500000 Penalty: 4768.777832
	Iteration 9Q: 3 clusters Score -1272736 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1273054.250000 Penalty: 4768.777832
	Iteration 10Q: 3 clusters Score -1273054 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1273286.625000 Penalty: 4768.777832
	Iteration 11Q: 3 clusters Score -1273287 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1273475.000000 Penalty: 4768.777832
	Iteration 12Q: 3 clusters Score -1273475 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1273597.875000 Penalty: 4768.777832
	Iteration 13Q: 3 clusters Score -1273598 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1273696.375000 Penalty: 4768.777832
	Iteration 14Q: 3 clusters Score -1273696 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1273773.125000 Penalty: 4768.777832
	Iteration 15Q: 3 clusters Score -1273773 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1273852.125000 Penalty: 4768.777832
	Iteration 16Q: 3 clusters Score -1273852 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1273924.500000 Penalty: 4768.777832
	Iteration 17Q: 3 clusters Score -1273924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1273986.000000 Penalty: 4768.777832
	Iteration 18Q: 3 clusters Score -1273986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1274033.875000 Penalty: 4768.777832
	Iteration 19Q: 3 clusters Score -1274034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1274066.250000 Penalty: 4768.777832
	Iteration 20F: 3 clusters Score -1274066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1274094.875000 Penalty: 4768.777832
	Iteration 21Q: 3 clusters Score -1274095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1274114.500000 Penalty: 4768.777832
	Iteration 22Q: 3 clusters Score -1274114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1274138.125000 Penalty: 4768.777832
	Iteration 23Q: 3 clusters Score -1274138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1274151.875000 Penalty: 4768.777832
	Iteration 24Q: 3 clusters Score -1274152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1274164.625000 Penalty: 4768.777832
	Iteration 25Q: 3 clusters Score -1274165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1274172.875000 Penalty: 4768.777832
	Iteration 26Q: 3 clusters Score -1274173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1274185.250000 Penalty: 4768.777832
	Iteration 27Q: 3 clusters Score -1274185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1274193.000000 Penalty: 4768.777832
	Iteration 28Q: 3 clusters Score -1274193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1274199.250000 Penalty: 4768.777832
	Iteration 29Q: 3 clusters Score -1274199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1274211.625000 Penalty: 4768.777832
	Iteration 30Q: 3 clusters Score -1274212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1274222.625000 Penalty: 4768.777832
	Iteration 31Q: 3 clusters Score -1274223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1274229.375000 Penalty: 4768.777832
	Iteration 32Q: 3 clusters Score -1274229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1274238.000000 Penalty: 4768.777832
	Iteration 33Q: 3 clusters Score -1274238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1274249.750000 Penalty: 4768.777832
	Iteration 34Q: 3 clusters Score -1274250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1274254.250000 Penalty: 4768.777832
	Iteration 35Q: 3 clusters Score -1274254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1274257.000000 Penalty: 4768.777832
	Iteration 36Q: 3 clusters Score -1274257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1274260.750000 Penalty: 4768.777832
	Iteration 37Q: 3 clusters Score -1274261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1274273.000000 Penalty: 4768.777832
	Iteration 38Q: 3 clusters Score -1274273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1274275.500000 Penalty: 4768.777832
	Iteration 39Q: 3 clusters Score -1274276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1274277.500000 Penalty: 4768.777832
	Iteration 40F: 3 clusters Score -1274278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1274276.000000 Penalty: 4768.777832
	Iteration 41Q: 3 clusters Score -1274276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1274279.625000 Penalty: 4768.777832
	Iteration 42Q: 3 clusters Score -1274280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1274281.375000 Penalty: 4768.777832
	Iteration 43Q: 3 clusters Score -1274281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1274282.250000 Penalty: 4768.777832
	Iteration 44Q: 3 clusters Score -1274282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1274282.375000 Penalty: 4768.777832
	Iteration 45Q: 3 clusters Score -1274282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1274284.250000 Penalty: 4768.777832
	Iteration 46Q: 3 clusters Score -1274284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1274287.500000 Penalty: 4768.777832
	Iteration 47Q: 3 clusters Score -1274288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1274286.875000 Penalty: 4768.777832
	Iteration 48Q: 3 clusters Score -1274287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1274289.625000 Penalty: 4768.777832
	Iteration 49Q: 3 clusters Score -1274290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1274296.000000 Penalty: 4768.777832
	Iteration 50Q: 3 clusters Score -1274296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1274299.625000 Penalty: 4768.777832
	Iteration 51Q: 3 clusters Score -1274300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1274303.375000 Penalty: 4768.777832
	Iteration 52Q: 3 clusters Score -1274303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1274306.750000 Penalty: 4768.777832
	Iteration 53Q: 3 clusters Score -1274307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1274308.000000 Penalty: 4768.777832
	Iteration 54Q: 3 clusters Score -1274308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1274308.750000 Penalty: 4768.777832
	Iteration 55Q: 3 clusters Score -1274309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1274310.625000 Penalty: 4768.777832
	Iteration 56Q: 3 clusters Score -1274311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1274310.000000 Penalty: 4768.777832
	Iteration 57Q: 3 clusters Score -1274310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1274310.500000 Penalty: 4768.777832
	Iteration 58Q: 3 clusters Score -1274310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1274310.500000 Penalty: 4768.777832
	Iteration 59Q: 3 clusters Score -1274310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1274309.000000 Penalty: 4768.777832
	Iteration 60F: 3 clusters Score -1274309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1274311.125000 Penalty: 4768.777832
	Iteration 61Q: 3 clusters Score -1274311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1274313.500000 Penalty: 4768.777832
	Iteration 62Q: 3 clusters Score -1274314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1274314.250000 Penalty: 4768.777832
	Iteration 63Q: 3 clusters Score -1274314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1274312.500000 Penalty: 4768.777832
	Iteration 64Q: 3 clusters Score -1274312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1274314.000000 Penalty: 4768.777832
	Iteration 65Q: 3 clusters Score -1274314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1274314.000000 Penalty: 4768.777832
	Iteration 66F: 3 clusters Score -1274314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Entering Unmasked Estep 
Score: -951167.625000 Penalty: 2313.109863
	Iteration 0F: 2 clusters Score -951167.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -942688.750000 Penalty: 4626.219727
	Iteration 0F: 3 clusters Score -942688.8 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -945255.437500 Penalty: 4626.219727
	Iteration 1F: 3 clusters Score -945255.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -945607.562500 Penalty: 4626.219727
	Iteration 2F: 3 clusters Score -945607.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -945880.187500 Penalty: 4626.219727
	Iteration 3F: 3 clusters Score -945880.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -946128.500000 Penalty: 4626.219727
	Iteration 4Q: 3 clusters Score -946128.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -946388.625000 Penalty: 4626.219727
	Iteration 5Q: 3 clusters Score -946388.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -946652.250000 Penalty: 4626.219727
	Iteration 6Q: 3 clusters Score -946652.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -946966.562500 Penalty: 4626.219727
	Iteration 7Q: 3 clusters Score -946966.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -947320.250000 Penalty: 4626.219727
	Iteration 8Q: 3 clusters Score -947320.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -947712.375000 Penalty: 4626.219727
	Iteration 9Q: 3 clusters Score -947712.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -948115.875000 Penalty: 4626.219727
	Iteration 10Q: 3 clusters Score -948115.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -948477.312500 Penalty: 4626.219727
	Iteration 11Q: 3 clusters Score -948477.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -948752.687500 Penalty: 4626.219727
	Iteration 12Q: 3 clusters Score -948752.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -949001.000000 Penalty: 4626.219727
	Iteration 13Q: 3 clusters Score -949001 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -949191.625000 Penalty: 4626.219727
	Iteration 14Q: 3 clusters Score -949191.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -949342.875000 Penalty: 4626.219727
	Iteration 15Q: 3 clusters Score -949342.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -949445.125000 Penalty: 4626.219727
	Iteration 16Q: 3 clusters Score -949445.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -949535.625000 Penalty: 4626.219727
	Iteration 17Q: 3 clusters Score -949535.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -949622.000000 Penalty: 4626.219727
	Iteration 18Q: 3 clusters Score -949622 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -949713.250000 Penalty: 4626.219727
	Iteration 19Q: 3 clusters Score -949713.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -949808.750000 Penalty: 4626.219727
	Iteration 20F: 3 clusters Score -949808.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -949953.312500 Penalty: 4626.219727
	Iteration 21Q: 3 clusters Score -949953.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -950167.312500 Penalty: 4626.219727
	Iteration 22Q: 3 clusters Score -950167.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -950421.750000 Penalty: 4626.219727
	Iteration 23Q: 3 clusters Score -950421.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -950638.000000 Penalty: 4626.219727
	Iteration 24Q: 3 clusters Score -950638 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -950756.000000 Penalty: 4626.219727
	Iteration 25Q: 3 clusters Score -950756 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -950813.875000 Penalty: 4626.219727
	Iteration 26Q: 3 clusters Score -950813.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -950844.187500 Penalty: 4626.219727
	Iteration 27Q: 3 clusters Score -950844.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -950859.187500 Penalty: 4626.219727
	Iteration 28Q: 3 clusters Score -950859.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -950867.687500 Penalty: 4626.219727
	Iteration 29Q: 3 clusters Score -950867.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -950874.875000 Penalty: 4626.219727
	Iteration 30Q: 3 clusters Score -950874.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -950877.812500 Penalty: 4626.219727
	Iteration 31Q: 3 clusters Score -950877.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -950882.500000 Penalty: 4626.219727
	Iteration 32Q: 3 clusters Score -950882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -950883.937500 Penalty: 4626.219727
	Iteration 33Q: 3 clusters Score -950883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -950885.687500 Penalty: 4626.219727
	Iteration 34Q: 3 clusters Score -950885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -950887.312500 Penalty: 4626.219727
	Iteration 35Q: 3 clusters Score -950887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -950886.375000 Penalty: 4626.219727
	Iteration 36Q: 3 clusters Score -950886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -950886.375000 Penalty: 4626.219727
	Iteration 37F: 3 clusters Score -950886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -69645.968750 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -69645.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67803.304688 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -67803.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68226.203125 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -68226.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68510.203125 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -68510.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68686.773438 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -68686.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68820.804688 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -68820.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69056.695312 Penalty: 3371.778320
	Iteration 5F: 3 clusters Score -69056.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69216.445312 Penalty: 3371.778320
	Iteration 6F: 3 clusters Score -69216.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69315.507812 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -69315.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69389.328125 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -69389.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69472.898438 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -69472.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69527.257812 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -69527.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69542.437500 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -69542.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69555.039062 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -69555.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69567.851562 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -69567.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69586.609375 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -69586.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69603.250000 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -69603.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69614.687500 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -69614.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69624.703125 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -69624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69630.765625 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -69630.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69633.250000 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -69633.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69644.296875 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -69644.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69734.453125 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -69734.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70058.343750 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -70058.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70120.953125 Penalty: 3371.778320
	Iteration 23Q: 3 clusters Score -70120.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70146.929688 Penalty: 3371.778320
	Iteration 24Q: 3 clusters Score -70146.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70171.382812 Penalty: 3371.778320
	Iteration 25Q: 3 clusters Score -70171.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70178.140625 Penalty: 3371.778320
	Iteration 26Q: 3 clusters Score -70178.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70184.773438 Penalty: 3371.778320
	Iteration 27Q: 3 clusters Score -70184.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70188.046875 Penalty: 3371.778320
	Iteration 28Q: 3 clusters Score -70188.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70196.117188 Penalty: 3371.778320
	Iteration 29Q: 3 clusters Score -70196.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70198.656250 Penalty: 3371.778320
	Iteration 30Q: 3 clusters Score -70198.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70205.078125 Penalty: 3371.778320
	Iteration 31Q: 3 clusters Score -70205.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70212.429688 Penalty: 3371.778320
	Iteration 32Q: 3 clusters Score -70212.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70218.171875 Penalty: 3371.778320
	Iteration 33Q: 3 clusters Score -70218.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70232.875000 Penalty: 3371.778320
	Iteration 34Q: 3 clusters Score -70232.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70256.460938 Penalty: 3371.778320
	Iteration 35Q: 3 clusters Score -70256.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70316.054688 Penalty: 3371.778320
	Iteration 36Q: 3 clusters Score -70316.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70440.640625 Penalty: 3371.778320
	Iteration 37Q: 3 clusters Score -70440.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70481.250000 Penalty: 3371.778320
	Iteration 38Q: 3 clusters Score -70481.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70481.250000 Penalty: 3371.778320
	Iteration 39F: 3 clusters Score -70481.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11238 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155454 members 
Mstep: Class 14 contains 40523 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35393 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 258500 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 274 members 
Entering Unmasked Estep 
Score: -93621368.000000 Penalty: 82531.210938
Splitting cluster 6 changes total score from -93622392.000000 to -93621368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Entering Unmasked Estep 
Score: -870722.312500 Penalty: 2269.030273
	Iteration 0F: 2 clusters Score -870722.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -863397.812500 Penalty: 4538.060547
	Iteration 0F: 3 clusters Score -863397.8 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -865453.937500 Penalty: 4538.060547
	Iteration 1F: 3 clusters Score -865453.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -865696.625000 Penalty: 4538.060547
	Iteration 2F: 3 clusters Score -865696.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -865876.750000 Penalty: 4538.060547
	Iteration 3Q: 3 clusters Score -865876.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -866013.750000 Penalty: 4538.060547
	Iteration 4Q: 3 clusters Score -866013.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -866140.062500 Penalty: 4538.060547
	Iteration 5Q: 3 clusters Score -866140.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -866256.937500 Penalty: 4538.060547
	Iteration 6Q: 3 clusters Score -866256.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -866374.500000 Penalty: 4538.060547
	Iteration 7Q: 3 clusters Score -866374.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -866473.625000 Penalty: 4538.060547
	Iteration 8Q: 3 clusters Score -866473.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -866585.500000 Penalty: 4538.060547
	Iteration 9Q: 3 clusters Score -866585.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -866727.625000 Penalty: 4538.060547
	Iteration 10Q: 3 clusters Score -866727.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -866919.562500 Penalty: 4538.060547
	Iteration 11Q: 3 clusters Score -866919.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -867140.312500 Penalty: 4538.060547
	Iteration 12Q: 3 clusters Score -867140.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -867392.000000 Penalty: 4538.060547
	Iteration 13Q: 3 clusters Score -867392 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -867671.500000 Penalty: 4538.060547
	Iteration 14Q: 3 clusters Score -867671.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -867905.250000 Penalty: 4538.060547
	Iteration 15Q: 3 clusters Score -867905.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -868110.000000 Penalty: 4538.060547
	Iteration 16Q: 3 clusters Score -868110 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -868269.125000 Penalty: 4538.060547
	Iteration 17Q: 3 clusters Score -868269.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -868399.062500 Penalty: 4538.060547
	Iteration 18Q: 3 clusters Score -868399.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -868499.312500 Penalty: 4538.060547
	Iteration 19Q: 3 clusters Score -868499.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -868569.625000 Penalty: 4538.060547
	Iteration 20F: 3 clusters Score -868569.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -868621.000000 Penalty: 4538.060547
	Iteration 21Q: 3 clusters Score -868621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -868660.687500 Penalty: 4538.060547
	Iteration 22Q: 3 clusters Score -868660.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -868692.687500 Penalty: 4538.060547
	Iteration 23Q: 3 clusters Score -868692.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -868711.687500 Penalty: 4538.060547
	Iteration 24Q: 3 clusters Score -868711.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -868729.625000 Penalty: 4538.060547
	Iteration 25Q: 3 clusters Score -868729.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -868744.375000 Penalty: 4538.060547
	Iteration 26Q: 3 clusters Score -868744.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -868759.000000 Penalty: 4538.060547
	Iteration 27Q: 3 clusters Score -868759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -868770.625000 Penalty: 4538.060547
	Iteration 28Q: 3 clusters Score -868770.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -868777.875000 Penalty: 4538.060547
	Iteration 29Q: 3 clusters Score -868777.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -868783.937500 Penalty: 4538.060547
	Iteration 30Q: 3 clusters Score -868783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -868789.062500 Penalty: 4538.060547
	Iteration 31Q: 3 clusters Score -868789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -868795.062500 Penalty: 4538.060547
	Iteration 32Q: 3 clusters Score -868795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -868795.812500 Penalty: 4538.060547
	Iteration 33Q: 3 clusters Score -868795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -868797.750000 Penalty: 4538.060547
	Iteration 34Q: 3 clusters Score -868797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -868797.750000 Penalty: 4538.060547
	Iteration 35F: 3 clusters Score -868797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Entering Unmasked Estep 
Score: -986590.500000 Penalty: 2308.903564
	Iteration 0F: 2 clusters Score -986590.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -978248.687500 Penalty: 4617.807129
	Iteration 0F: 3 clusters Score -978248.7 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -980712.500000 Penalty: 4617.807129
	Iteration 1F: 3 clusters Score -980712.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -981134.000000 Penalty: 4617.807129
	Iteration 2F: 3 clusters Score -981134 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -981634.625000 Penalty: 4617.807129
	Iteration 3F: 3 clusters Score -981634.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -982255.687500 Penalty: 4617.807129
	Iteration 4F: 3 clusters Score -982255.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -982908.687500 Penalty: 4617.807129
	Iteration 5F: 3 clusters Score -982908.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -983466.312500 Penalty: 4617.807129
	Iteration 6F: 3 clusters Score -983466.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -983938.687500 Penalty: 4617.807129
	Iteration 7F: 3 clusters Score -983938.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -984240.125000 Penalty: 4617.807129
	Iteration 8Q: 3 clusters Score -984240.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -984472.375000 Penalty: 4617.807129
	Iteration 9Q: 3 clusters Score -984472.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -984651.562500 Penalty: 4617.807129
	Iteration 10Q: 3 clusters Score -984651.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -984772.875000 Penalty: 4617.807129
	Iteration 11Q: 3 clusters Score -984772.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -984888.312500 Penalty: 4617.807129
	Iteration 12Q: 3 clusters Score -984888.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -984991.937500 Penalty: 4617.807129
	Iteration 13Q: 3 clusters Score -984991.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -985064.375000 Penalty: 4617.807129
	Iteration 14Q: 3 clusters Score -985064.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -985116.812500 Penalty: 4617.807129
	Iteration 15Q: 3 clusters Score -985116.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -985165.562500 Penalty: 4617.807129
	Iteration 16Q: 3 clusters Score -985165.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -985200.500000 Penalty: 4617.807129
	Iteration 17Q: 3 clusters Score -985200.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -985223.437500 Penalty: 4617.807129
	Iteration 18Q: 3 clusters Score -985223.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -985240.687500 Penalty: 4617.807129
	Iteration 19Q: 3 clusters Score -985240.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -985256.000000 Penalty: 4617.807129
	Iteration 20F: 3 clusters Score -985256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -985265.062500 Penalty: 4617.807129
	Iteration 21Q: 3 clusters Score -985265.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -985270.250000 Penalty: 4617.807129
	Iteration 22Q: 3 clusters Score -985270.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -985276.125000 Penalty: 4617.807129
	Iteration 23Q: 3 clusters Score -985276.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -985278.250000 Penalty: 4617.807129
	Iteration 24Q: 3 clusters Score -985278.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -985283.875000 Penalty: 4617.807129
	Iteration 25Q: 3 clusters Score -985283.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -985292.187500 Penalty: 4617.807129
	Iteration 26Q: 3 clusters Score -985292.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -985294.625000 Penalty: 4617.807129
	Iteration 27Q: 3 clusters Score -985294.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -985294.750000 Penalty: 4617.807129
	Iteration 28Q: 3 clusters Score -985294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -985294.625000 Penalty: 4617.807129
	Iteration 29Q: 3 clusters Score -985294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -985296.125000 Penalty: 4617.807129
	Iteration 30Q: 3 clusters Score -985296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -985297.000000 Penalty: 4617.807129
	Iteration 31Q: 3 clusters Score -985297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -985300.125000 Penalty: 4617.807129
	Iteration 32Q: 3 clusters Score -985300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -985301.687500 Penalty: 4617.807129
	Iteration 33Q: 3 clusters Score -985301.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -985302.312500 Penalty: 4617.807129
	Iteration 34Q: 3 clusters Score -985302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -985305.812500 Penalty: 4617.807129
	Iteration 35Q: 3 clusters Score -985305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -985306.687500 Penalty: 4617.807129
	Iteration 36Q: 3 clusters Score -985306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -985307.625000 Penalty: 4617.807129
	Iteration 37Q: 3 clusters Score -985307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -985306.500000 Penalty: 4617.807129
	Iteration 38Q: 3 clusters Score -985306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -985306.750000 Penalty: 4617.807129
	Iteration 39Q: 3 clusters Score -985306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -985309.750000 Penalty: 4617.807129
	Iteration 40F: 3 clusters Score -985309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -985309.562500 Penalty: 4617.807129
	Iteration 41Q: 3 clusters Score -985309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -985311.375000 Penalty: 4617.807129
	Iteration 42Q: 3 clusters Score -985311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -985311.500000 Penalty: 4617.807129
	Iteration 43Q: 3 clusters Score -985311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -985310.437500 Penalty: 4617.807129
	Iteration 44Q: 3 clusters Score -985310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -985310.437500 Penalty: 4617.807129
	Iteration 45Q: 3 clusters Score -985310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -985309.562500 Penalty: 4617.807129
	Iteration 46Q: 3 clusters Score -985309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -985309.750000 Penalty: 4617.807129
	Iteration 47Q: 3 clusters Score -985309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -985310.000000 Penalty: 4617.807129
	Iteration 48Q: 3 clusters Score -985310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -985311.125000 Penalty: 4617.807129
	Iteration 49Q: 3 clusters Score -985311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -985310.875000 Penalty: 4617.807129
	Iteration 50Q: 3 clusters Score -985310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -985313.312500 Penalty: 4617.807129
	Iteration 51Q: 3 clusters Score -985313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -985315.625000 Penalty: 4617.807129
	Iteration 52Q: 3 clusters Score -985315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -985317.937500 Penalty: 4617.807129
	Iteration 53Q: 3 clusters Score -985317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -985318.250000 Penalty: 4617.807129
	Iteration 54Q: 3 clusters Score -985318.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -985320.062500 Penalty: 4617.807129
	Iteration 55Q: 3 clusters Score -985320.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -985321.687500 Penalty: 4617.807129
	Iteration 56Q: 3 clusters Score -985321.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -985328.875000 Penalty: 4617.807129
	Iteration 57Q: 3 clusters Score -985328.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -985331.312500 Penalty: 4617.807129
	Iteration 58Q: 3 clusters Score -985331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -985334.750000 Penalty: 4617.807129
	Iteration 59Q: 3 clusters Score -985334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -985334.250000 Penalty: 4617.807129
	Iteration 60F: 3 clusters Score -985334.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -985340.312500 Penalty: 4617.807129
	Iteration 61Q: 3 clusters Score -985340.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -985344.875000 Penalty: 4617.807129
	Iteration 62Q: 3 clusters Score -985344.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -985352.312500 Penalty: 4617.807129
	Iteration 63Q: 3 clusters Score -985352.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -985356.437500 Penalty: 4617.807129
	Iteration 64Q: 3 clusters Score -985356.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -985362.312500 Penalty: 4617.807129
	Iteration 65Q: 3 clusters Score -985362.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -985365.500000 Penalty: 4617.807129
	Iteration 66Q: 3 clusters Score -985365.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -985370.500000 Penalty: 4617.807129
	Iteration 67Q: 3 clusters Score -985370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -985376.375000 Penalty: 4617.807129
	Iteration 68Q: 3 clusters Score -985376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -985377.937500 Penalty: 4617.807129
	Iteration 69Q: 3 clusters Score -985377.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -985384.125000 Penalty: 4617.807129
	Iteration 70Q: 3 clusters Score -985384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -985385.500000 Penalty: 4617.807129
	Iteration 71Q: 3 clusters Score -985385.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -985388.187500 Penalty: 4617.807129
	Iteration 72Q: 3 clusters Score -985388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -985391.062500 Penalty: 4617.807129
	Iteration 73Q: 3 clusters Score -985391.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -985396.375000 Penalty: 4617.807129
	Iteration 74Q: 3 clusters Score -985396.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -985394.812500 Penalty: 4617.807129
	Iteration 75Q: 3 clusters Score -985394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -985396.125000 Penalty: 4617.807129
	Iteration 76Q: 3 clusters Score -985396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -985396.625000 Penalty: 4617.807129
	Iteration 77Q: 3 clusters Score -985396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -985401.500000 Penalty: 4617.807129
	Iteration 78Q: 3 clusters Score -985401.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -985407.000000 Penalty: 4617.807129
	Iteration 79Q: 3 clusters Score -985407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -985408.687500 Penalty: 4617.807129
	Iteration 80F: 3 clusters Score -985408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -985413.125000 Penalty: 4617.807129
	Iteration 81Q: 3 clusters Score -985413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -985412.250000 Penalty: 4617.807129
	Iteration 82Q: 3 clusters Score -985412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -985414.125000 Penalty: 4617.807129
	Iteration 83Q: 3 clusters Score -985414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -985416.750000 Penalty: 4617.807129
	Iteration 84Q: 3 clusters Score -985416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -985418.125000 Penalty: 4617.807129
	Iteration 85Q: 3 clusters Score -985418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -985419.562500 Penalty: 4617.807129
	Iteration 86Q: 3 clusters Score -985419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -985418.750000 Penalty: 4617.807129
	Iteration 87Q: 3 clusters Score -985418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -985420.375000 Penalty: 4617.807129
	Iteration 88Q: 3 clusters Score -985420.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -985420.375000 Penalty: 4617.807129
	Iteration 89F: 3 clusters Score -985420.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -196835.703125 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -196835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -193914.484375 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -193914.5 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -194838.125000 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -194838.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -195799.687500 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -195799.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -196570.250000 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -196570.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -196854.796875 Penalty: 3872.726562
	Iteration 4F: 3 clusters Score -196854.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -196997.265625 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -196997.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -197074.781250 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -197074.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -197119.328125 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -197119.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -197136.765625 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -197136.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -197149.531250 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -197149.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -197161.328125 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -197161.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -197176.281250 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -197176.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -197200.062500 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -197200.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -197227.875000 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -197227.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -197270.906250 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -197270.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -197336.359375 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -197336.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -197378.343750 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -197378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -197391.890625 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -197391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -197409.640625 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -197409.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -197434.109375 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -197434.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -197466.390625 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -197466.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -197515.687500 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -197515.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -197607.609375 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -197607.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -197858.156250 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -197858.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -198212.218750 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -198212.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -198340.078125 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -198340.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -198376.984375 Penalty: 3872.726562
	Iteration 26Q: 3 clusters Score -198377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -198384.234375 Penalty: 3872.726562
	Iteration 27Q: 3 clusters Score -198384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -198387.359375 Penalty: 3872.726562
	Iteration 28Q: 3 clusters Score -198387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -198391.296875 Penalty: 3872.726562
	Iteration 29Q: 3 clusters Score -198391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -198394.359375 Penalty: 3872.726562
	Iteration 30Q: 3 clusters Score -198394.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -198394.359375 Penalty: 3872.726562
	Iteration 31F: 3 clusters Score -198394.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11238 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 820 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155454 members 
Mstep: Class 14 contains 40523 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35393 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 258500 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1640 members 
Entering Unmasked Estep 
Score: -93622240.000000 Penalty: 82531.210938
Splitting cluster 9 changes total score from -93622392.000000 to -93622240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -38334.050781 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -38334.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36823.015625 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -36823.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37000.460938 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -37000.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37148.214844 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -37148.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37311.882812 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -37311.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37546.066406 Penalty: 3060.126709
	Iteration 4F: 3 clusters Score -37546.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37590.394531 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -37590.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37652.859375 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -37652.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37734.082031 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -37734.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37831.828125 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -37831.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37920.789062 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -37920.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37967.773438 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -37967.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37994.867188 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -37994.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38025.769531 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -38025.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38091.585938 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -38091.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38551.710938 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -38551.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38633.488281 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -38633.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38675.988281 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -38675.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38711.425781 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -38711.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38720.601562 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -38720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38733.859375 Penalty: 3060.126709
	Iteration 19Q: 3 clusters Score -38733.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38774.203125 Penalty: 3060.126709
	Iteration 20F: 3 clusters Score -38774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38844.953125 Penalty: 3060.126709
	Iteration 21Q: 3 clusters Score -38844.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38998.480469 Penalty: 3060.126709
	Iteration 22Q: 3 clusters Score -38998.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39256.148438 Penalty: 3060.126709
	Iteration 23Q: 3 clusters Score -39256.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39256.148438 Penalty: 3060.126709
	Iteration 24F: 3 clusters Score -39256.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11238 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155454 members 
Mstep: Class 14 contains 40523 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35393 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 258500 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 307 members 
Entering Unmasked Estep 
Score: -93621304.000000 Penalty: 82531.210938
Splitting cluster 10 changes total score from -93622392.000000 to -93621304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -435735.593750 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -435735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -431512.968750 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -431513 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -432452.687500 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -432452.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -432651.812500 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -432651.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -432765.343750 Penalty: 4168.174316
	Iteration 3Q: 3 clusters Score -432765.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -432840.187500 Penalty: 4168.174316
	Iteration 4Q: 3 clusters Score -432840.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -432893.812500 Penalty: 4168.174316
	Iteration 5Q: 3 clusters Score -432893.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -432930.281250 Penalty: 4168.174316
	Iteration 6Q: 3 clusters Score -432930.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -432966.781250 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -432966.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -432996.718750 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -432996.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -433021.656250 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -433021.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -433037.781250 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -433037.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -433050.281250 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -433050.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -433058.687500 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -433058.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -433067.062500 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -433067.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -433080.781250 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -433080.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -433088.875000 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -433088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -433093.250000 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -433093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -433097.031250 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -433097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -433099.750000 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -433099.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -433102.843750 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -433102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -433104.125000 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -433104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -433103.906250 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -433103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -433105.843750 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -433105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -433105.656250 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -433105.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -433106.500000 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -433106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -433108.906250 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -433108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -433110.031250 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -433110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -433112.281250 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -433112.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -433116.250000 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -433116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -433117.156250 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -433117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -433118.875000 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -433118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -433119.125000 Penalty: 4168.174316
	Iteration 31Q: 3 clusters Score -433119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -433119.687500 Penalty: 4168.174316
	Iteration 32Q: 3 clusters Score -433119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -433119.687500 Penalty: 4168.174316
	Iteration 33F: 3 clusters Score -433119.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -572586.750000 Penalty: 2177.787598
	Iteration 0F: 2 clusters Score -572586.8 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 3232 members 
Entering Unmasked Estep 
Score: -567115.312500 Penalty: 4355.575195
	Iteration 0F: 3 clusters Score -567115.3 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -568469.375000 Penalty: 4355.575195
	Iteration 1F: 3 clusters Score -568469.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -568714.000000 Penalty: 4355.575195
	Iteration 2F: 3 clusters Score -568714 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -568860.687500 Penalty: 4355.575195
	Iteration 3Q: 3 clusters Score -568860.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -568960.812500 Penalty: 4355.575195
	Iteration 4Q: 3 clusters Score -568960.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -569031.312500 Penalty: 4355.575195
	Iteration 5Q: 3 clusters Score -569031.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -569089.000000 Penalty: 4355.575195
	Iteration 6Q: 3 clusters Score -569089 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -569134.750000 Penalty: 4355.575195
	Iteration 7Q: 3 clusters Score -569134.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -569179.500000 Penalty: 4355.575195
	Iteration 8Q: 3 clusters Score -569179.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -569216.875000 Penalty: 4355.575195
	Iteration 9Q: 3 clusters Score -569216.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -569249.812500 Penalty: 4355.575195
	Iteration 10Q: 3 clusters Score -569249.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -569286.187500 Penalty: 4355.575195
	Iteration 11Q: 3 clusters Score -569286.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -569318.937500 Penalty: 4355.575195
	Iteration 12Q: 3 clusters Score -569318.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -569353.125000 Penalty: 4355.575195
	Iteration 13Q: 3 clusters Score -569353.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -569385.562500 Penalty: 4355.575195
	Iteration 14Q: 3 clusters Score -569385.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -569417.875000 Penalty: 4355.575195
	Iteration 15Q: 3 clusters Score -569417.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -569449.187500 Penalty: 4355.575195
	Iteration 16Q: 3 clusters Score -569449.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -569479.812500 Penalty: 4355.575195
	Iteration 17Q: 3 clusters Score -569479.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -569515.625000 Penalty: 4355.575195
	Iteration 18Q: 3 clusters Score -569515.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -569556.062500 Penalty: 4355.575195
	Iteration 19Q: 3 clusters Score -569556.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -569591.250000 Penalty: 4355.575195
	Iteration 20F: 3 clusters Score -569591.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -569628.375000 Penalty: 4355.575195
	Iteration 21Q: 3 clusters Score -569628.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -569658.812500 Penalty: 4355.575195
	Iteration 22Q: 3 clusters Score -569658.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -569685.000000 Penalty: 4355.575195
	Iteration 23Q: 3 clusters Score -569685 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -569716.125000 Penalty: 4355.575195
	Iteration 24Q: 3 clusters Score -569716.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -569752.687500 Penalty: 4355.575195
	Iteration 25Q: 3 clusters Score -569752.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -569792.750000 Penalty: 4355.575195
	Iteration 26Q: 3 clusters Score -569792.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -569839.812500 Penalty: 4355.575195
	Iteration 27Q: 3 clusters Score -569839.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -569889.250000 Penalty: 4355.575195
	Iteration 28Q: 3 clusters Score -569889.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -569943.062500 Penalty: 4355.575195
	Iteration 29Q: 3 clusters Score -569943.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -569986.125000 Penalty: 4355.575195
	Iteration 30Q: 3 clusters Score -569986.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -570014.625000 Penalty: 4355.575195
	Iteration 31Q: 3 clusters Score -570014.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -570039.125000 Penalty: 4355.575195
	Iteration 32Q: 3 clusters Score -570039.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -570059.875000 Penalty: 4355.575195
	Iteration 33Q: 3 clusters Score -570059.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -570081.312500 Penalty: 4355.575195
	Iteration 34Q: 3 clusters Score -570081.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -570100.437500 Penalty: 4355.575195
	Iteration 35Q: 3 clusters Score -570100.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -570115.187500 Penalty: 4355.575195
	Iteration 36Q: 3 clusters Score -570115.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -570130.437500 Penalty: 4355.575195
	Iteration 37Q: 3 clusters Score -570130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -570155.187500 Penalty: 4355.575195
	Iteration 38Q: 3 clusters Score -570155.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -570175.875000 Penalty: 4355.575195
	Iteration 39Q: 3 clusters Score -570175.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -570194.625000 Penalty: 4355.575195
	Iteration 40F: 3 clusters Score -570194.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -570213.562500 Penalty: 4355.575195
	Iteration 41Q: 3 clusters Score -570213.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -570236.750000 Penalty: 4355.575195
	Iteration 42Q: 3 clusters Score -570236.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -570262.562500 Penalty: 4355.575195
	Iteration 43Q: 3 clusters Score -570262.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -570291.937500 Penalty: 4355.575195
	Iteration 44Q: 3 clusters Score -570291.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -570316.500000 Penalty: 4355.575195
	Iteration 45Q: 3 clusters Score -570316.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -570334.437500 Penalty: 4355.575195
	Iteration 46Q: 3 clusters Score -570334.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -570347.562500 Penalty: 4355.575195
	Iteration 47Q: 3 clusters Score -570347.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -570363.312500 Penalty: 4355.575195
	Iteration 48Q: 3 clusters Score -570363.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -570376.812500 Penalty: 4355.575195
	Iteration 49Q: 3 clusters Score -570376.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -570394.187500 Penalty: 4355.575195
	Iteration 50Q: 3 clusters Score -570394.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -570408.437500 Penalty: 4355.575195
	Iteration 51Q: 3 clusters Score -570408.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -570419.562500 Penalty: 4355.575195
	Iteration 52Q: 3 clusters Score -570419.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -570431.000000 Penalty: 4355.575195
	Iteration 53Q: 3 clusters Score -570431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -570435.750000 Penalty: 4355.575195
	Iteration 54Q: 3 clusters Score -570435.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -570445.562500 Penalty: 4355.575195
	Iteration 55Q: 3 clusters Score -570445.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -570458.250000 Penalty: 4355.575195
	Iteration 56Q: 3 clusters Score -570458.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -570467.625000 Penalty: 4355.575195
	Iteration 57Q: 3 clusters Score -570467.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -570482.625000 Penalty: 4355.575195
	Iteration 58Q: 3 clusters Score -570482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -570493.500000 Penalty: 4355.575195
	Iteration 59Q: 3 clusters Score -570493.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -570500.437500 Penalty: 4355.575195
	Iteration 60F: 3 clusters Score -570500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -570504.125000 Penalty: 4355.575195
	Iteration 61Q: 3 clusters Score -570504.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -570510.187500 Penalty: 4355.575195
	Iteration 62Q: 3 clusters Score -570510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -570512.125000 Penalty: 4355.575195
	Iteration 63Q: 3 clusters Score -570512.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -570519.500000 Penalty: 4355.575195
	Iteration 64Q: 3 clusters Score -570519.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -570524.562500 Penalty: 4355.575195
	Iteration 65Q: 3 clusters Score -570524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -570529.187500 Penalty: 4355.575195
	Iteration 66Q: 3 clusters Score -570529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -570533.000000 Penalty: 4355.575195
	Iteration 67Q: 3 clusters Score -570533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -570533.250000 Penalty: 4355.575195
	Iteration 68Q: 3 clusters Score -570533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -570535.187500 Penalty: 4355.575195
	Iteration 69Q: 3 clusters Score -570535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -570534.625000 Penalty: 4355.575195
	Iteration 70Q: 3 clusters Score -570534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -570536.312500 Penalty: 4355.575195
	Iteration 71Q: 3 clusters Score -570536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -570537.937500 Penalty: 4355.575195
	Iteration 72Q: 3 clusters Score -570537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -570538.312500 Penalty: 4355.575195
	Iteration 73Q: 3 clusters Score -570538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -570539.375000 Penalty: 4355.575195
	Iteration 74Q: 3 clusters Score -570539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -570539.562500 Penalty: 4355.575195
	Iteration 75Q: 3 clusters Score -570539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -570541.187500 Penalty: 4355.575195
	Iteration 76Q: 3 clusters Score -570541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -570542.750000 Penalty: 4355.575195
	Iteration 77Q: 3 clusters Score -570542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -570542.187500 Penalty: 4355.575195
	Iteration 78Q: 3 clusters Score -570542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -570542.187500 Penalty: 4355.575195
	Iteration 79F: 3 clusters Score -570542.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (155454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155454 members 
Entering Unmasked Estep 
Score: -13919731.000000 Penalty: 2964.618164
	Iteration 0F: 2 clusters Score -1.391973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -13816096.000000 Penalty: 5929.236328
	Iteration 0F: 3 clusters Score -1.38161e+07 nChanged 74075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -13860460.000000 Penalty: 5929.236328
	Iteration 1F: 3 clusters Score -1.386046e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -13862932.000000 Penalty: 5929.236328
	Iteration 2Q: 3 clusters Score -1.386293e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -13866829.000000 Penalty: 5929.236328
	Iteration 3F: 3 clusters Score -1.386683e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -13872640.000000 Penalty: 5929.236328
	Iteration 4F: 3 clusters Score -1.387264e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -13881532.000000 Penalty: 5929.236328
	Iteration 5F: 3 clusters Score -1.388153e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 128119 members 
Entering Unmasked Estep 
Score: -13892645.000000 Penalty: 5929.236328
	Iteration 6F: 3 clusters Score -1.389264e+07 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 139125 members 
Entering Unmasked Estep 
Score: -13903257.000000 Penalty: 5929.236328
	Iteration 7F: 3 clusters Score -1.390326e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 146743 members 
Entering Unmasked Estep 
Score: -13910464.000000 Penalty: 5929.236328
	Iteration 8Q: 3 clusters Score -1.391046e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -13914168.000000 Penalty: 5929.236328
	Iteration 9Q: 3 clusters Score -1.391417e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -13915798.000000 Penalty: 5929.236328
	Iteration 10Q: 3 clusters Score -1.39158e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 154057 members 
Entering Unmasked Estep 
Score: -13916475.000000 Penalty: 5929.236328
	Iteration 11Q: 3 clusters Score -1.391648e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -13916754.000000 Penalty: 5929.236328
	Iteration 12Q: 3 clusters Score -1.391675e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 154675 members 
Entering Unmasked Estep 
Score: -13916900.000000 Penalty: 5929.236328
	Iteration 13Q: 3 clusters Score -1.39169e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -13917015.000000 Penalty: 5929.236328
	Iteration 14Q: 3 clusters Score -1.391702e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 154853 members 
Entering Unmasked Estep 
Score: -13917067.000000 Penalty: 5929.236328
	Iteration 15Q: 3 clusters Score -1.391707e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -13917124.000000 Penalty: 5929.236328
	Iteration 16Q: 3 clusters Score -1.391712e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 154916 members 
Entering Unmasked Estep 
Score: -13917175.000000 Penalty: 5929.236328
	Iteration 17Q: 3 clusters Score -1.391718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 154925 members 
Entering Unmasked Estep 
Score: -13917172.000000 Penalty: 5929.236328
	Iteration 18Q: 3 clusters Score -1.391717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 154932 members 
Entering Unmasked Estep 
Score: -13917199.000000 Penalty: 5929.236328
	Iteration 19Q: 3 clusters Score -1.39172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 154939 members 
Entering Unmasked Estep 
Score: -13917205.000000 Penalty: 5929.236328
	Iteration 20F: 3 clusters Score -1.39172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -13917193.000000 Penalty: 5929.236328
	Iteration 21Q: 3 clusters Score -1.391719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 154954 members 
Entering Unmasked Estep 
Score: -13917201.000000 Penalty: 5929.236328
	Iteration 22Q: 3 clusters Score -1.39172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 154956 members 
Entering Unmasked Estep 
Score: -13917206.000000 Penalty: 5929.236328
	Iteration 23Q: 3 clusters Score -1.391721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 154956 members 
Entering Unmasked Estep 
Score: -13917204.000000 Penalty: 5929.236328
	Iteration 24Q: 3 clusters Score -1.39172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 154957 members 
Entering Unmasked Estep 
Score: -13917208.000000 Penalty: 5929.236328
	Iteration 25Q: 3 clusters Score -1.391721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 154959 members 
Entering Unmasked Estep 
Score: -13917215.000000 Penalty: 5929.236328
	Iteration 26Q: 3 clusters Score -1.391722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -13917222.000000 Penalty: 5929.236328
	Iteration 27Q: 3 clusters Score -1.391722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -13917222.000000 Penalty: 5929.236328
	Iteration 28F: 3 clusters Score -1.391722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Entering Unmasked Estep 
Score: -3673385.000000 Penalty: 2631.187012
	Iteration 0F: 2 clusters Score -3673385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3646064.500000 Penalty: 5262.374023
	Iteration 0F: 3 clusters Score -3646064 nChanged 18470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3656447.500000 Penalty: 5262.374023
	Iteration 1F: 3 clusters Score -3656448 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3657316.000000 Penalty: 5262.374023
	Iteration 2F: 3 clusters Score -3657316 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3658311.750000 Penalty: 5262.374023
	Iteration 3F: 3 clusters Score -3658312 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3659619.250000 Penalty: 5262.374023
	Iteration 4F: 3 clusters Score -3659619 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3661372.250000 Penalty: 5262.374023
	Iteration 5F: 3 clusters Score -3661372 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3663358.500000 Penalty: 5262.374023
	Iteration 6F: 3 clusters Score -3663358 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3665342.500000 Penalty: 5262.374023
	Iteration 7F: 3 clusters Score -3665342 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3667132.000000 Penalty: 5262.374023
	Iteration 8F: 3 clusters Score -3667132 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3668636.250000 Penalty: 5262.374023
	Iteration 9Q: 3 clusters Score -3668636 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3669760.500000 Penalty: 5262.374023
	Iteration 10Q: 3 clusters Score -3669760 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3670495.000000 Penalty: 5262.374023
	Iteration 11Q: 3 clusters Score -3670495 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3670913.750000 Penalty: 5262.374023
	Iteration 12Q: 3 clusters Score -3670914 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3671148.500000 Penalty: 5262.374023
	Iteration 13Q: 3 clusters Score -3671148 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3671337.750000 Penalty: 5262.374023
	Iteration 14Q: 3 clusters Score -3671338 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3671470.500000 Penalty: 5262.374023
	Iteration 15Q: 3 clusters Score -3671470 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3671571.000000 Penalty: 5262.374023
	Iteration 16Q: 3 clusters Score -3671571 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3671641.250000 Penalty: 5262.374023
	Iteration 17Q: 3 clusters Score -3671641 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3671695.750000 Penalty: 5262.374023
	Iteration 18Q: 3 clusters Score -3671696 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3671731.000000 Penalty: 5262.374023
	Iteration 19Q: 3 clusters Score -3671731 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3671758.500000 Penalty: 5262.374023
	Iteration 20F: 3 clusters Score -3671758 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3671801.500000 Penalty: 5262.374023
	Iteration 21Q: 3 clusters Score -3671802 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3671846.750000 Penalty: 5262.374023
	Iteration 22Q: 3 clusters Score -3671847 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3671864.500000 Penalty: 5262.374023
	Iteration 23Q: 3 clusters Score -3671864 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3671895.250000 Penalty: 5262.374023
	Iteration 24Q: 3 clusters Score -3671895 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3671887.000000 Penalty: 5262.374023
	Iteration 25Q: 3 clusters Score -3671887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3671903.500000 Penalty: 5262.374023
	Iteration 26Q: 3 clusters Score -3671904 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3671923.500000 Penalty: 5262.374023
	Iteration 27Q: 3 clusters Score -3671924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3671946.750000 Penalty: 5262.374023
	Iteration 28Q: 3 clusters Score -3671947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3671967.500000 Penalty: 5262.374023
	Iteration 29Q: 3 clusters Score -3671968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3671995.000000 Penalty: 5262.374023
	Iteration 30Q: 3 clusters Score -3671995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3671989.000000 Penalty: 5262.374023
	Iteration 31Q: 3 clusters Score -3671989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3672007.750000 Penalty: 5262.374023
	Iteration 32Q: 3 clusters Score -3672008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3672025.000000 Penalty: 5262.374023
	Iteration 33Q: 3 clusters Score -3672025 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3672049.500000 Penalty: 5262.374023
	Iteration 34Q: 3 clusters Score -3672050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3672062.250000 Penalty: 5262.374023
	Iteration 35Q: 3 clusters Score -3672062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3672087.000000 Penalty: 5262.374023
	Iteration 36Q: 3 clusters Score -3672087 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3672113.500000 Penalty: 5262.374023
	Iteration 37Q: 3 clusters Score -3672114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3672128.500000 Penalty: 5262.374023
	Iteration 38Q: 3 clusters Score -3672128 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3672171.000000 Penalty: 5262.374023
	Iteration 39Q: 3 clusters Score -3672171 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3672201.750000 Penalty: 5262.374023
	Iteration 40F: 3 clusters Score -3672202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3672242.250000 Penalty: 5262.374023
	Iteration 41Q: 3 clusters Score -3672242 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3672291.750000 Penalty: 5262.374023
	Iteration 42Q: 3 clusters Score -3672292 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3672342.750000 Penalty: 5262.374023
	Iteration 43Q: 3 clusters Score -3672343 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3672413.000000 Penalty: 5262.374023
	Iteration 44Q: 3 clusters Score -3672413 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3672477.500000 Penalty: 5262.374023
	Iteration 45Q: 3 clusters Score -3672478 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3672572.250000 Penalty: 5262.374023
	Iteration 46Q: 3 clusters Score -3672572 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3672664.000000 Penalty: 5262.374023
	Iteration 47Q: 3 clusters Score -3672664 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3672763.000000 Penalty: 5262.374023
	Iteration 48Q: 3 clusters Score -3672763 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3672859.750000 Penalty: 5262.374023
	Iteration 49Q: 3 clusters Score -3672860 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3672937.750000 Penalty: 5262.374023
	Iteration 50Q: 3 clusters Score -3672938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3672982.000000 Penalty: 5262.374023
	Iteration 51Q: 3 clusters Score -3672982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3672988.750000 Penalty: 5262.374023
	Iteration 52Q: 3 clusters Score -3672989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3672998.750000 Penalty: 5262.374023
	Iteration 53Q: 3 clusters Score -3672999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3673007.500000 Penalty: 5262.374023
	Iteration 54Q: 3 clusters Score -3673008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3673017.250000 Penalty: 5262.374023
	Iteration 55Q: 3 clusters Score -3673017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3673026.750000 Penalty: 5262.374023
	Iteration 56Q: 3 clusters Score -3673027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3673033.250000 Penalty: 5262.374023
	Iteration 57Q: 3 clusters Score -3673033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3673040.500000 Penalty: 5262.374023
	Iteration 58Q: 3 clusters Score -3673040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3673034.750000 Penalty: 5262.374023
	Iteration 59Q: 3 clusters Score -3673035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3673042.500000 Penalty: 5262.374023
	Iteration 60F: 3 clusters Score -3673042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3673039.000000 Penalty: 5262.374023
	Iteration 61Q: 3 clusters Score -3673039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3673037.000000 Penalty: 5262.374023
	Iteration 62Q: 3 clusters Score -3673037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3673042.250000 Penalty: 5262.374023
	Iteration 63Q: 3 clusters Score -3673042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3673043.750000 Penalty: 5262.374023
	Iteration 64Q: 3 clusters Score -3673044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3673040.250000 Penalty: 5262.374023
	Iteration 65Q: 3 clusters Score -3673040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3673038.500000 Penalty: 5262.374023
	Iteration 66Q: 3 clusters Score -3673038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3673041.500000 Penalty: 5262.374023
	Iteration 67Q: 3 clusters Score -3673042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3673040.750000 Penalty: 5262.374023
	Iteration 68Q: 3 clusters Score -3673041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3673043.500000 Penalty: 5262.374023
	Iteration 69Q: 3 clusters Score -3673044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3673048.000000 Penalty: 5262.374023
	Iteration 70Q: 3 clusters Score -3673048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3673046.000000 Penalty: 5262.374023
	Iteration 71Q: 3 clusters Score -3673046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3673044.500000 Penalty: 5262.374023
	Iteration 72Q: 3 clusters Score -3673044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3673048.250000 Penalty: 5262.374023
	Iteration 73Q: 3 clusters Score -3673048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3673046.250000 Penalty: 5262.374023
	Iteration 74Q: 3 clusters Score -3673046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3673047.750000 Penalty: 5262.374023
	Iteration 75Q: 3 clusters Score -3673048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3673053.250000 Penalty: 5262.374023
	Iteration 76Q: 3 clusters Score -3673053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3673042.500000 Penalty: 5262.374023
	Iteration 77Q: 3 clusters Score -3673042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3673045.000000 Penalty: 5262.374023
	Iteration 78Q: 3 clusters Score -3673045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3673047.250000 Penalty: 5262.374023
	Iteration 79Q: 3 clusters Score -3673047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3673051.000000 Penalty: 5262.374023
	Iteration 80F: 3 clusters Score -3673051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3673049.750000 Penalty: 5262.374023
	Iteration 81Q: 3 clusters Score -3673050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3673052.250000 Penalty: 5262.374023
	Iteration 82Q: 3 clusters Score -3673052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3673052.250000 Penalty: 5262.374023
	Iteration 83Q: 3 clusters Score -3673052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3673052.250000 Penalty: 5262.374023
	Iteration 84Q: 3 clusters Score -3673052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3673056.250000 Penalty: 5262.374023
	Iteration 85Q: 3 clusters Score -3673056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3673049.500000 Penalty: 5262.374023
	Iteration 86Q: 3 clusters Score -3673050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3673049.000000 Penalty: 5262.374023
	Iteration 87Q: 3 clusters Score -3673049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3673045.750000 Penalty: 5262.374023
	Iteration 88Q: 3 clusters Score -3673046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3673046.500000 Penalty: 5262.374023
	Iteration 89Q: 3 clusters Score -3673046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3673046.500000 Penalty: 5262.374023
	Iteration 90F: 3 clusters Score -3673046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -32065.832031 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -32065.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30656.390625 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -30656.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30866.667969 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -30866.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30934.425781 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -30934.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30975.919922 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -30975.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30992.433594 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -30992.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31002.558594 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -31002.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31008.837891 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -31008.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31008.837891 Penalty: 3037.843018
	Iteration 7F: 3 clusters Score -31008.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Entering Unmasked Estep 
Score: -3355123.000000 Penalty: 2597.618652
	Iteration 0F: 2 clusters Score -3355123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3330997.000000 Penalty: 5195.237305
	Iteration 0F: 3 clusters Score -3330997 nChanged 16121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3339605.750000 Penalty: 5195.237305
	Iteration 1F: 3 clusters Score -3339606 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3340197.500000 Penalty: 5195.237305
	Iteration 2Q: 3 clusters Score -3340198 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3340850.000000 Penalty: 5195.237305
	Iteration 3Q: 3 clusters Score -3340850 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3341788.250000 Penalty: 5195.237305
	Iteration 4F: 3 clusters Score -3341788 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3342989.500000 Penalty: 5195.237305
	Iteration 5F: 3 clusters Score -3342990 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3344534.250000 Penalty: 5195.237305
	Iteration 6F: 3 clusters Score -3344534 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3346453.000000 Penalty: 5195.237305
	Iteration 7F: 3 clusters Score -3346453 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3348467.250000 Penalty: 5195.237305
	Iteration 8F: 3 clusters Score -3348467 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -3350142.000000 Penalty: 5195.237305
	Iteration 9F: 3 clusters Score -3350142 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3351305.000000 Penalty: 5195.237305
	Iteration 10Q: 3 clusters Score -3351305 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -3351985.000000 Penalty: 5195.237305
	Iteration 11Q: 3 clusters Score -3351985 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -3352407.500000 Penalty: 5195.237305
	Iteration 12Q: 3 clusters Score -3352408 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3352635.500000 Penalty: 5195.237305
	Iteration 13Q: 3 clusters Score -3352636 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -3352750.500000 Penalty: 5195.237305
	Iteration 14Q: 3 clusters Score -3352750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3352810.000000 Penalty: 5195.237305
	Iteration 15Q: 3 clusters Score -3352810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -3352853.250000 Penalty: 5195.237305
	Iteration 16Q: 3 clusters Score -3352853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -3352873.500000 Penalty: 5195.237305
	Iteration 17Q: 3 clusters Score -3352874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -3352890.500000 Penalty: 5195.237305
	Iteration 18Q: 3 clusters Score -3352890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3352904.500000 Penalty: 5195.237305
	Iteration 19Q: 3 clusters Score -3352904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -3352917.250000 Penalty: 5195.237305
	Iteration 20F: 3 clusters Score -3352917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -3352917.500000 Penalty: 5195.237305
	Iteration 21Q: 3 clusters Score -3352918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -3352918.750000 Penalty: 5195.237305
	Iteration 22Q: 3 clusters Score -3352919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -3352920.750000 Penalty: 5195.237305
	Iteration 23Q: 3 clusters Score -3352921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -3352921.500000 Penalty: 5195.237305
	Iteration 24Q: 3 clusters Score -3352922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -3352926.750000 Penalty: 5195.237305
	Iteration 25Q: 3 clusters Score -3352927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -3352926.000000 Penalty: 5195.237305
	Iteration 26Q: 3 clusters Score -3352926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -3352926.000000 Penalty: 5195.237305
	Iteration 27Q: 3 clusters Score -3352926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -3352929.750000 Penalty: 5195.237305
	Iteration 28Q: 3 clusters Score -3352930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3352931.000000 Penalty: 5195.237305
	Iteration 29Q: 3 clusters Score -3352931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3352931.000000 Penalty: 5195.237305
	Iteration 30F: 3 clusters Score -3352931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Entering Unmasked Estep 
Score: -1200971.625000 Penalty: 2365.546143
	Iteration 0F: 2 clusters Score -1200972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1190831.375000 Penalty: 4731.092285
	Iteration 0F: 3 clusters Score -1190831 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1194099.750000 Penalty: 4731.092285
	Iteration 1F: 3 clusters Score -1194100 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1194714.875000 Penalty: 4731.092285
	Iteration 2F: 3 clusters Score -1194715 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1195482.250000 Penalty: 4731.092285
	Iteration 3F: 3 clusters Score -1195482 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1196353.375000 Penalty: 4731.092285
	Iteration 4F: 3 clusters Score -1196353 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1197269.375000 Penalty: 4731.092285
	Iteration 5F: 3 clusters Score -1197269 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1198206.125000 Penalty: 4731.092285
	Iteration 6F: 3 clusters Score -1198206 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1198995.250000 Penalty: 4731.092285
	Iteration 7F: 3 clusters Score -1198995 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1199618.375000 Penalty: 4731.092285
	Iteration 8F: 3 clusters Score -1199618 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1200010.125000 Penalty: 4731.092285
	Iteration 9Q: 3 clusters Score -1200010 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1200188.500000 Penalty: 4731.092285
	Iteration 10Q: 3 clusters Score -1200188 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1200288.500000 Penalty: 4731.092285
	Iteration 11Q: 3 clusters Score -1200288 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1200362.750000 Penalty: 4731.092285
	Iteration 12Q: 3 clusters Score -1200363 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1200408.625000 Penalty: 4731.092285
	Iteration 13Q: 3 clusters Score -1200409 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1200454.125000 Penalty: 4731.092285
	Iteration 14Q: 3 clusters Score -1200454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1200488.750000 Penalty: 4731.092285
	Iteration 15Q: 3 clusters Score -1200489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1200506.250000 Penalty: 4731.092285
	Iteration 16Q: 3 clusters Score -1200506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1200527.500000 Penalty: 4731.092285
	Iteration 17Q: 3 clusters Score -1200528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1200536.875000 Penalty: 4731.092285
	Iteration 18Q: 3 clusters Score -1200537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1200548.500000 Penalty: 4731.092285
	Iteration 19Q: 3 clusters Score -1200548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1200553.000000 Penalty: 4731.092285
	Iteration 20F: 3 clusters Score -1200553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1200561.125000 Penalty: 4731.092285
	Iteration 21Q: 3 clusters Score -1200561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1200570.125000 Penalty: 4731.092285
	Iteration 22Q: 3 clusters Score -1200570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1200577.000000 Penalty: 4731.092285
	Iteration 23Q: 3 clusters Score -1200577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1200581.625000 Penalty: 4731.092285
	Iteration 24Q: 3 clusters Score -1200582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1200585.000000 Penalty: 4731.092285
	Iteration 25Q: 3 clusters Score -1200585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1200588.000000 Penalty: 4731.092285
	Iteration 26Q: 3 clusters Score -1200588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1200587.625000 Penalty: 4731.092285
	Iteration 27Q: 3 clusters Score -1200588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1200593.500000 Penalty: 4731.092285
	Iteration 28Q: 3 clusters Score -1200594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1200592.000000 Penalty: 4731.092285
	Iteration 29Q: 3 clusters Score -1200592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1200592.750000 Penalty: 4731.092285
	Iteration 30Q: 3 clusters Score -1200593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1200593.500000 Penalty: 4731.092285
	Iteration 31Q: 3 clusters Score -1200594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1200593.125000 Penalty: 4731.092285
	Iteration 32Q: 3 clusters Score -1200593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1200593.375000 Penalty: 4731.092285
	Iteration 33Q: 3 clusters Score -1200593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1200594.625000 Penalty: 4731.092285
	Iteration 34Q: 3 clusters Score -1200595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1200595.625000 Penalty: 4731.092285
	Iteration 35Q: 3 clusters Score -1200596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1200594.375000 Penalty: 4731.092285
	Iteration 36Q: 3 clusters Score -1200594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1200596.875000 Penalty: 4731.092285
	Iteration 37Q: 3 clusters Score -1200597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1200596.000000 Penalty: 4731.092285
	Iteration 38Q: 3 clusters Score -1200596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1200594.750000 Penalty: 4731.092285
	Iteration 39Q: 3 clusters Score -1200595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1200595.750000 Penalty: 4731.092285
	Iteration 40F: 3 clusters Score -1200596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1200594.375000 Penalty: 4731.092285
	Iteration 41Q: 3 clusters Score -1200594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1200594.375000 Penalty: 4731.092285
	Iteration 42F: 3 clusters Score -1200594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -197926.781250 Penalty: 1932.809570
	Iteration 0F: 2 clusters Score -197926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -195057.171875 Penalty: 3865.619141
	Iteration 0F: 3 clusters Score -195057.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -196137.640625 Penalty: 3865.619141
	Iteration 1F: 3 clusters Score -196137.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -197150.609375 Penalty: 3865.619141
	Iteration 2F: 3 clusters Score -197150.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -198215.093750 Penalty: 3865.619141
	Iteration 3F: 3 clusters Score -198215.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -198690.218750 Penalty: 3865.619141
	Iteration 4F: 3 clusters Score -198690.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -198845.046875 Penalty: 3865.619141
	Iteration 5Q: 3 clusters Score -198845 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -198962.781250 Penalty: 3865.619141
	Iteration 6Q: 3 clusters Score -198962.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -199142.250000 Penalty: 3865.619141
	Iteration 7Q: 3 clusters Score -199142.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -199592.718750 Penalty: 3865.619141
	Iteration 8Q: 3 clusters Score -199592.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -199772.390625 Penalty: 3865.619141
	Iteration 9Q: 3 clusters Score -199772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -199795.343750 Penalty: 3865.619141
	Iteration 10Q: 3 clusters Score -199795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -199807.203125 Penalty: 3865.619141
	Iteration 11Q: 3 clusters Score -199807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -199813.187500 Penalty: 3865.619141
	Iteration 12Q: 3 clusters Score -199813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -199818.015625 Penalty: 3865.619141
	Iteration 13Q: 3 clusters Score -199818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -199820.140625 Penalty: 3865.619141
	Iteration 14Q: 3 clusters Score -199820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -199824.281250 Penalty: 3865.619141
	Iteration 15Q: 3 clusters Score -199824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -199828.218750 Penalty: 3865.619141
	Iteration 16Q: 3 clusters Score -199828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -199829.265625 Penalty: 3865.619141
	Iteration 17Q: 3 clusters Score -199829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -199830.203125 Penalty: 3865.619141
	Iteration 18Q: 3 clusters Score -199830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -199831.390625 Penalty: 3865.619141
	Iteration 19Q: 3 clusters Score -199831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -199831.390625 Penalty: 3865.619141
	Iteration 20F: 3 clusters Score -199831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11238 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155454 members 
Mstep: Class 14 contains 40523 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35393 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1340 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 258500 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1085 members 
Entering Unmasked Estep 
Score: -93622568.000000 Penalty: 82531.210938
Splitting cluster 18 changes total score from -93622392.000000 to -93622568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -309108.937500 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -309108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -305588.187500 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -305588.2 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -306429.218750 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -306429.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -306682.125000 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -306682.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306894.625000 Penalty: 4041.054932
	Iteration 3F: 3 clusters Score -306894.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -307120.093750 Penalty: 4041.054932
	Iteration 4F: 3 clusters Score -307120.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -307331.656250 Penalty: 4041.054932
	Iteration 5F: 3 clusters Score -307331.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -307487.812500 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -307487.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -307619.343750 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -307619.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -307697.468750 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -307697.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -307760.125000 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -307760.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -307799.906250 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -307799.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -307834.500000 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -307834.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -307859.750000 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -307859.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -307876.062500 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -307876.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -307891.531250 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -307891.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -307906.406250 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -307906.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -307914.750000 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -307914.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -307920.937500 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -307920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -307925.625000 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -307925.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -307929.000000 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -307929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -307930.500000 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -307930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -307931.500000 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -307931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -307932.281250 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -307932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -307933.031250 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -307933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -307935.812500 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -307935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -307936.812500 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -307936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -307938.343750 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -307938.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -307939.343750 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -307939.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -307939.593750 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -307939.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -307939.593750 Penalty: 4041.054932
	Iteration 29F: 3 clusters Score -307939.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Entering Unmasked Estep 
Score: -2147727.500000 Penalty: 2502.959229
	Iteration 0F: 2 clusters Score -2147728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2130924.250000 Penalty: 5005.918457
	Iteration 0F: 3 clusters Score -2130924 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2136568.000000 Penalty: 5005.918457
	Iteration 1F: 3 clusters Score -2136568 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2137014.000000 Penalty: 5005.918457
	Iteration 2F: 3 clusters Score -2137014 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2137416.000000 Penalty: 5005.918457
	Iteration 3Q: 3 clusters Score -2137416 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2137805.750000 Penalty: 5005.918457
	Iteration 4Q: 3 clusters Score -2137806 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2138168.000000 Penalty: 5005.918457
	Iteration 5Q: 3 clusters Score -2138168 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2138490.500000 Penalty: 5005.918457
	Iteration 6Q: 3 clusters Score -2138490 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2138824.500000 Penalty: 5005.918457
	Iteration 7Q: 3 clusters Score -2138824 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2139198.000000 Penalty: 5005.918457
	Iteration 8Q: 3 clusters Score -2139198 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2139655.000000 Penalty: 5005.918457
	Iteration 9Q: 3 clusters Score -2139655 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2140161.750000 Penalty: 5005.918457
	Iteration 10Q: 3 clusters Score -2140162 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2140719.750000 Penalty: 5005.918457
	Iteration 11Q: 3 clusters Score -2140720 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2141315.750000 Penalty: 5005.918457
	Iteration 12Q: 3 clusters Score -2141316 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2141931.250000 Penalty: 5005.918457
	Iteration 13Q: 3 clusters Score -2141931 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2142571.500000 Penalty: 5005.918457
	Iteration 14Q: 3 clusters Score -2142572 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2143074.750000 Penalty: 5005.918457
	Iteration 15Q: 3 clusters Score -2143075 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2143397.250000 Penalty: 5005.918457
	Iteration 16Q: 3 clusters Score -2143397 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2143629.250000 Penalty: 5005.918457
	Iteration 17Q: 3 clusters Score -2143629 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2143802.750000 Penalty: 5005.918457
	Iteration 18Q: 3 clusters Score -2143803 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2143907.750000 Penalty: 5005.918457
	Iteration 19Q: 3 clusters Score -2143908 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2144010.500000 Penalty: 5005.918457
	Iteration 20F: 3 clusters Score -2144010 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2144095.250000 Penalty: 5005.918457
	Iteration 21Q: 3 clusters Score -2144095 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2144180.750000 Penalty: 5005.918457
	Iteration 22Q: 3 clusters Score -2144181 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2144250.000000 Penalty: 5005.918457
	Iteration 23Q: 3 clusters Score -2144250 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2144325.250000 Penalty: 5005.918457
	Iteration 24Q: 3 clusters Score -2144325 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2144405.500000 Penalty: 5005.918457
	Iteration 25Q: 3 clusters Score -2144406 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2144480.500000 Penalty: 5005.918457
	Iteration 26Q: 3 clusters Score -2144480 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2144578.250000 Penalty: 5005.918457
	Iteration 27Q: 3 clusters Score -2144578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2144685.250000 Penalty: 5005.918457
	Iteration 28Q: 3 clusters Score -2144685 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2144788.000000 Penalty: 5005.918457
	Iteration 29Q: 3 clusters Score -2144788 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2144889.000000 Penalty: 5005.918457
	Iteration 30Q: 3 clusters Score -2144889 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2144985.500000 Penalty: 5005.918457
	Iteration 31Q: 3 clusters Score -2144986 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2145068.250000 Penalty: 5005.918457
	Iteration 32Q: 3 clusters Score -2145068 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2145145.000000 Penalty: 5005.918457
	Iteration 33Q: 3 clusters Score -2145145 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2145212.000000 Penalty: 5005.918457
	Iteration 34Q: 3 clusters Score -2145212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2145286.750000 Penalty: 5005.918457
	Iteration 35Q: 3 clusters Score -2145287 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2145369.750000 Penalty: 5005.918457
	Iteration 36Q: 3 clusters Score -2145370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2145417.500000 Penalty: 5005.918457
	Iteration 37Q: 3 clusters Score -2145418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2145458.750000 Penalty: 5005.918457
	Iteration 38Q: 3 clusters Score -2145459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2145485.750000 Penalty: 5005.918457
	Iteration 39Q: 3 clusters Score -2145486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2145508.250000 Penalty: 5005.918457
	Iteration 40F: 3 clusters Score -2145508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2145532.250000 Penalty: 5005.918457
	Iteration 41Q: 3 clusters Score -2145532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2145548.000000 Penalty: 5005.918457
	Iteration 42Q: 3 clusters Score -2145548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2145568.250000 Penalty: 5005.918457
	Iteration 43Q: 3 clusters Score -2145568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2145577.250000 Penalty: 5005.918457
	Iteration 44Q: 3 clusters Score -2145577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2145595.750000 Penalty: 5005.918457
	Iteration 45Q: 3 clusters Score -2145596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2145604.750000 Penalty: 5005.918457
	Iteration 46Q: 3 clusters Score -2145605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2145617.500000 Penalty: 5005.918457
	Iteration 47Q: 3 clusters Score -2145618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2145627.500000 Penalty: 5005.918457
	Iteration 48Q: 3 clusters Score -2145628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2145636.250000 Penalty: 5005.918457
	Iteration 49Q: 3 clusters Score -2145636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2145651.000000 Penalty: 5005.918457
	Iteration 50Q: 3 clusters Score -2145651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2145663.250000 Penalty: 5005.918457
	Iteration 51Q: 3 clusters Score -2145663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2145671.000000 Penalty: 5005.918457
	Iteration 52Q: 3 clusters Score -2145671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2145674.000000 Penalty: 5005.918457
	Iteration 53Q: 3 clusters Score -2145674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2145684.250000 Penalty: 5005.918457
	Iteration 54Q: 3 clusters Score -2145684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2145690.500000 Penalty: 5005.918457
	Iteration 55Q: 3 clusters Score -2145690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2145689.750000 Penalty: 5005.918457
	Iteration 56Q: 3 clusters Score -2145690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2145692.750000 Penalty: 5005.918457
	Iteration 57Q: 3 clusters Score -2145693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2145695.250000 Penalty: 5005.918457
	Iteration 58Q: 3 clusters Score -2145695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2145697.750000 Penalty: 5005.918457
	Iteration 59Q: 3 clusters Score -2145698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2145696.250000 Penalty: 5005.918457
	Iteration 60F: 3 clusters Score -2145696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2145700.750000 Penalty: 5005.918457
	Iteration 61Q: 3 clusters Score -2145701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2145702.250000 Penalty: 5005.918457
	Iteration 62Q: 3 clusters Score -2145702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2145701.250000 Penalty: 5005.918457
	Iteration 63Q: 3 clusters Score -2145701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2145704.750000 Penalty: 5005.918457
	Iteration 64Q: 3 clusters Score -2145705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2145706.000000 Penalty: 5005.918457
	Iteration 65Q: 3 clusters Score -2145706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2145711.750000 Penalty: 5005.918457
	Iteration 66Q: 3 clusters Score -2145712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2145717.500000 Penalty: 5005.918457
	Iteration 67Q: 3 clusters Score -2145718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2145719.500000 Penalty: 5005.918457
	Iteration 68Q: 3 clusters Score -2145720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2145722.500000 Penalty: 5005.918457
	Iteration 69Q: 3 clusters Score -2145722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2145722.000000 Penalty: 5005.918457
	Iteration 70Q: 3 clusters Score -2145722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2145718.750000 Penalty: 5005.918457
	Iteration 71Q: 3 clusters Score -2145719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2145718.750000 Penalty: 5005.918457
	Iteration 72F: 3 clusters Score -2145719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (258500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258500 members 
Entering Unmasked Estep 
Score: -23471724.000000 Penalty: 3090.737549
	Iteration 0F: 2 clusters Score -2.347172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129071 members 
Mstep: Class 2 contains 129429 members 
Entering Unmasked Estep 
Score: -23298384.000000 Penalty: 6181.475098
	Iteration 0F: 3 clusters Score -2.329838e+07 nChanged 124601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126976 members 
Mstep: Class 2 contains 131524 members 
Entering Unmasked Estep 
Score: -23372392.000000 Penalty: 6181.475098
	Iteration 1F: 3 clusters Score -2.337239e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 133520 members 
Entering Unmasked Estep 
Score: -23374110.000000 Penalty: 6181.475098
	Iteration 2Q: 3 clusters Score -2.337411e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121857 members 
Mstep: Class 2 contains 136643 members 
Entering Unmasked Estep 
Score: -23376026.000000 Penalty: 6181.475098
	Iteration 3Q: 3 clusters Score -2.337603e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117014 members 
Mstep: Class 2 contains 141486 members 
Entering Unmasked Estep 
Score: -23378992.000000 Penalty: 6181.475098
	Iteration 4Q: 3 clusters Score -2.337899e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109762 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -23383114.000000 Penalty: 6181.475098
	Iteration 5Q: 3 clusters Score -2.338311e+07 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 159129 members 
Entering Unmasked Estep 
Score: -23390060.000000 Penalty: 6181.475098
	Iteration 6F: 3 clusters Score -2.339006e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -23400308.000000 Penalty: 6181.475098
	Iteration 7F: 3 clusters Score -2.340031e+07 nChanged 17877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 189683 members 
Entering Unmasked Estep 
Score: -23413940.000000 Penalty: 6181.475098
	Iteration 8F: 3 clusters Score -2.341394e+07 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 206599 members 
Entering Unmasked Estep 
Score: -23429030.000000 Penalty: 6181.475098
	Iteration 9F: 3 clusters Score -2.342903e+07 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 220670 members 
Entering Unmasked Estep 
Score: -23441652.000000 Penalty: 6181.475098
	Iteration 10F: 3 clusters Score -2.344165e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 230777 members 
Entering Unmasked Estep 
Score: -23450556.000000 Penalty: 6181.475098
	Iteration 11Q: 3 clusters Score -2.345056e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 237521 members 
Entering Unmasked Estep 
Score: -23456434.000000 Penalty: 6181.475098
	Iteration 12Q: 3 clusters Score -2.345643e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 242095 members 
Entering Unmasked Estep 
Score: -23460116.000000 Penalty: 6181.475098
	Iteration 13Q: 3 clusters Score -2.346012e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 245379 members 
Entering Unmasked Estep 
Score: -23462464.000000 Penalty: 6181.475098
	Iteration 14Q: 3 clusters Score -2.346246e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 247935 members 
Entering Unmasked Estep 
Score: -23464210.000000 Penalty: 6181.475098
	Iteration 15Q: 3 clusters Score -2.346421e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 249976 members 
Entering Unmasked Estep 
Score: -23465392.000000 Penalty: 6181.475098
	Iteration 16Q: 3 clusters Score -2.346539e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 251549 members 
Entering Unmasked Estep 
Score: -23466272.000000 Penalty: 6181.475098
	Iteration 17Q: 3 clusters Score -2.346627e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 252809 members 
Entering Unmasked Estep 
Score: -23466954.000000 Penalty: 6181.475098
	Iteration 18Q: 3 clusters Score -2.346695e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 253804 members 
Entering Unmasked Estep 
Score: -23467572.000000 Penalty: 6181.475098
	Iteration 19Q: 3 clusters Score -2.346757e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 254579 members 
Entering Unmasked Estep 
Score: -23468018.000000 Penalty: 6181.475098
	Iteration 20F: 3 clusters Score -2.346802e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 255188 members 
Entering Unmasked Estep 
Score: -23468212.000000 Penalty: 6181.475098
	Iteration 21Q: 3 clusters Score -2.346821e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 255650 members 
Entering Unmasked Estep 
Score: -23468458.000000 Penalty: 6181.475098
	Iteration 22Q: 3 clusters Score -2.346846e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 256022 members 
Entering Unmasked Estep 
Score: -23468596.000000 Penalty: 6181.475098
	Iteration 23Q: 3 clusters Score -2.34686e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 256297 members 
Entering Unmasked Estep 
Score: -23468818.000000 Penalty: 6181.475098
	Iteration 24Q: 3 clusters Score -2.346882e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 256488 members 
Entering Unmasked Estep 
Score: -23468870.000000 Penalty: 6181.475098
	Iteration 25Q: 3 clusters Score -2.346887e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 256610 members 
Entering Unmasked Estep 
Score: -23468886.000000 Penalty: 6181.475098
	Iteration 26Q: 3 clusters Score -2.346889e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 256713 members 
Entering Unmasked Estep 
Score: -23468922.000000 Penalty: 6181.475098
	Iteration 27Q: 3 clusters Score -2.346892e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 256802 members 
Entering Unmasked Estep 
Score: -23468992.000000 Penalty: 6181.475098
	Iteration 28Q: 3 clusters Score -2.346899e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 256880 members 
Entering Unmasked Estep 
Score: -23469022.000000 Penalty: 6181.475098
	Iteration 29Q: 3 clusters Score -2.346902e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 256941 members 
Entering Unmasked Estep 
Score: -23469064.000000 Penalty: 6181.475098
	Iteration 30Q: 3 clusters Score -2.346906e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 256985 members 
Entering Unmasked Estep 
Score: -23469046.000000 Penalty: 6181.475098
	Iteration 31Q: 3 clusters Score -2.346905e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 257017 members 
Entering Unmasked Estep 
Score: -23469064.000000 Penalty: 6181.475098
	Iteration 32Q: 3 clusters Score -2.346906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 257051 members 
Entering Unmasked Estep 
Score: -23469060.000000 Penalty: 6181.475098
	Iteration 33Q: 3 clusters Score -2.346906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 257068 members 
Entering Unmasked Estep 
Score: -23469076.000000 Penalty: 6181.475098
	Iteration 34Q: 3 clusters Score -2.346908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 257089 members 
Entering Unmasked Estep 
Score: -23469096.000000 Penalty: 6181.475098
	Iteration 35Q: 3 clusters Score -2.34691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 257114 members 
Entering Unmasked Estep 
Score: -23469092.000000 Penalty: 6181.475098
	Iteration 36Q: 3 clusters Score -2.346909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 257138 members 
Entering Unmasked Estep 
Score: -23469114.000000 Penalty: 6181.475098
	Iteration 37Q: 3 clusters Score -2.346911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 257161 members 
Entering Unmasked Estep 
Score: -23469114.000000 Penalty: 6181.475098
	Iteration 38Q: 3 clusters Score -2.346911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 257173 members 
Entering Unmasked Estep 
Score: -23469104.000000 Penalty: 6181.475098
	Iteration 39Q: 3 clusters Score -2.34691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 257183 members 
Entering Unmasked Estep 
Score: -23469112.000000 Penalty: 6181.475098
	Iteration 40F: 3 clusters Score -2.346911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 257195 members 
Entering Unmasked Estep 
Score: -23469128.000000 Penalty: 6181.475098
	Iteration 41Q: 3 clusters Score -2.346913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 257206 members 
Entering Unmasked Estep 
Score: -23469128.000000 Penalty: 6181.475098
	Iteration 42Q: 3 clusters Score -2.346913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 257220 members 
Entering Unmasked Estep 
Score: -23469138.000000 Penalty: 6181.475098
	Iteration 43Q: 3 clusters Score -2.346914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 257236 members 
Entering Unmasked Estep 
Score: -23469148.000000 Penalty: 6181.475098
	Iteration 44Q: 3 clusters Score -2.346915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 257259 members 
Entering Unmasked Estep 
Score: -23469156.000000 Penalty: 6181.475098
	Iteration 45Q: 3 clusters Score -2.346916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 257277 members 
Entering Unmasked Estep 
Score: -23469164.000000 Penalty: 6181.475098
	Iteration 46Q: 3 clusters Score -2.346916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 257283 members 
Entering Unmasked Estep 
Score: -23469156.000000 Penalty: 6181.475098
	Iteration 47Q: 3 clusters Score -2.346916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 257297 members 
Entering Unmasked Estep 
Score: -23469186.000000 Penalty: 6181.475098
	Iteration 48Q: 3 clusters Score -2.346919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 257310 members 
Entering Unmasked Estep 
Score: -23469200.000000 Penalty: 6181.475098
	Iteration 49Q: 3 clusters Score -2.34692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 257312 members 
Entering Unmasked Estep 
Score: -23469198.000000 Penalty: 6181.475098
	Iteration 50Q: 3 clusters Score -2.34692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 257316 members 
Entering Unmasked Estep 
Score: -23469204.000000 Penalty: 6181.475098
	Iteration 51Q: 3 clusters Score -2.34692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 257321 members 
Entering Unmasked Estep 
Score: -23469198.000000 Penalty: 6181.475098
	Iteration 52Q: 3 clusters Score -2.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 257323 members 
Entering Unmasked Estep 
Score: -23469204.000000 Penalty: 6181.475098
	Iteration 53Q: 3 clusters Score -2.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 257325 members 
Entering Unmasked Estep 
Score: -23469198.000000 Penalty: 6181.475098
	Iteration 54Q: 3 clusters Score -2.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 257327 members 
Entering Unmasked Estep 
Score: -23469198.000000 Penalty: 6181.475098
	Iteration 55Q: 3 clusters Score -2.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 257329 members 
Entering Unmasked Estep 
Score: -23469202.000000 Penalty: 6181.475098
	Iteration 56Q: 3 clusters Score -2.34692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 257331 members 
Entering Unmasked Estep 
Score: -23469212.000000 Penalty: 6181.475098
	Iteration 57Q: 3 clusters Score -2.346921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 257332 members 
Entering Unmasked Estep 
Score: -23469214.000000 Penalty: 6181.475098
	Iteration 58Q: 3 clusters Score -2.346921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 257333 members 
Entering Unmasked Estep 
Score: -23469206.000000 Penalty: 6181.475098
	Iteration 59Q: 3 clusters Score -2.346921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 257336 members 
Entering Unmasked Estep 
Score: -23469204.000000 Penalty: 6181.475098
	Iteration 60F: 3 clusters Score -2.34692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 257337 members 
Entering Unmasked Estep 
Score: -23469206.000000 Penalty: 6181.475098
	Iteration 61Q: 3 clusters Score -2.346921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 257339 members 
Entering Unmasked Estep 
Score: -23469200.000000 Penalty: 6181.475098
	Iteration 62Q: 3 clusters Score -2.34692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 257342 members 
Entering Unmasked Estep 
Score: -23469216.000000 Penalty: 6181.475098
	Iteration 63Q: 3 clusters Score -2.346922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 257343 members 
Entering Unmasked Estep 
Score: -23469210.000000 Penalty: 6181.475098
	Iteration 64Q: 3 clusters Score -2.346921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 257343 members 
Entering Unmasked Estep 
Score: -23469218.000000 Penalty: 6181.475098
	Iteration 65Q: 3 clusters Score -2.346922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 257344 members 
Entering Unmasked Estep 
Score: -23469206.000000 Penalty: 6181.475098
	Iteration 66Q: 3 clusters Score -2.346921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 257343 members 
Entering Unmasked Estep 
Score: -23469208.000000 Penalty: 6181.475098
	Iteration 67Q: 3 clusters Score -2.346921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 257343 members 
Entering Unmasked Estep 
Score: -23469208.000000 Penalty: 6181.475098
	Iteration 68F: 3 clusters Score -2.346921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -85409.359375 Penalty: 1714.606812
	Iteration 0F: 2 clusters Score -85409.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83431.085938 Penalty: 3429.213623
	Iteration 0F: 3 clusters Score -83431.09 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83728.109375 Penalty: 3429.213623
	Iteration 1F: 3 clusters Score -83728.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83826.601562 Penalty: 3429.213623
	Iteration 2F: 3 clusters Score -83826.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83875.476562 Penalty: 3429.213623
	Iteration 3Q: 3 clusters Score -83875.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83904.039062 Penalty: 3429.213623
	Iteration 4Q: 3 clusters Score -83904.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -83922.054688 Penalty: 3429.213623
	Iteration 5Q: 3 clusters Score -83922.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83933.664062 Penalty: 3429.213623
	Iteration 6Q: 3 clusters Score -83933.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83942.781250 Penalty: 3429.213623
	Iteration 7Q: 3 clusters Score -83942.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83945.835938 Penalty: 3429.213623
	Iteration 8Q: 3 clusters Score -83945.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83952.031250 Penalty: 3429.213623
	Iteration 9Q: 3 clusters Score -83952.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83955.617188 Penalty: 3429.213623
	Iteration 10Q: 3 clusters Score -83955.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -83955.867188 Penalty: 3429.213623
	Iteration 11Q: 3 clusters Score -83955.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83956.218750 Penalty: 3429.213623
	Iteration 12Q: 3 clusters Score -83956.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83956.218750 Penalty: 3429.213623
	Iteration 13F: 3 clusters Score -83956.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15393.962891 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -15393.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14243.077148 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -14243.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14491.134766 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -14491.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14536.787109 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -14536.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14549.628906 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -14549.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14555.471680 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -14555.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14555.471680 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -14555.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11238 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 155454 members 
Mstep: Class 14 contains 40523 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35393 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1340 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 258500 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622752.000000 Penalty: 82531.210938
Iteration 159Q: 25 clusters Score -9.362275e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 466 members 
Mstep: Class 3 contains 435468 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 11243 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 155445 members 
Mstep: Class 14 contains 40508 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35392 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 258574 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622840.000000 Penalty: 82531.210938
Iteration 160F: 25 clusters Score -9.362284e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 435468 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11248 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4336 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 155435 members 
Mstep: Class 14 contains 40486 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35391 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 1383 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24160 members 
Mstep: Class 21 contains 258648 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622936.000000 Penalty: 82531.210938
Iteration 161Q: 25 clusters Score -9.362294e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11254 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 11058 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 155423 members 
Mstep: Class 14 contains 40468 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35390 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 1395 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24159 members 
Mstep: Class 21 contains 258732 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623104.000000 Penalty: 82531.210938
Iteration 162Q: 25 clusters Score -9.36231e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 435466 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 11059 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 155411 members 
Mstep: Class 14 contains 40452 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35390 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 1404 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24156 members 
Mstep: Class 21 contains 258817 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623168.000000 Penalty: 82531.210938
Iteration 163Q: 25 clusters Score -9.362317e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435471 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 11265 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 9445 members 
Mstep: Class 8 contains 11058 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155398 members 
Mstep: Class 14 contains 40433 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35389 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1411 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24157 members 
Mstep: Class 21 contains 258873 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623200.000000 Penalty: 82531.210938
Iteration 164Q: 25 clusters Score -9.36232e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435474 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11268 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155379 members 
Mstep: Class 14 contains 40426 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35390 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1417 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 258922 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623224.000000 Penalty: 82531.210938
Iteration 165Q: 25 clusters Score -9.362322e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435471 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11266 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9470 members 
Mstep: Class 8 contains 11058 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155371 members 
Mstep: Class 14 contains 40429 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35389 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24159 members 
Mstep: Class 21 contains 258972 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623320.000000 Penalty: 82531.210938
Iteration 166Q: 25 clusters Score -9.362332e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435472 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9479 members 
Mstep: Class 8 contains 11058 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155368 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35388 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24160 members 
Mstep: Class 21 contains 259008 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623424.000000 Penalty: 82531.210938
Iteration 167Q: 25 clusters Score -9.362342e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435472 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11268 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9489 members 
Mstep: Class 8 contains 11059 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155370 members 
Mstep: Class 14 contains 40418 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35386 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24159 members 
Mstep: Class 21 contains 259043 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 82531.210938
Iteration 168Q: 25 clusters Score -9.362342e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435472 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11270 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9498 members 
Mstep: Class 8 contains 11060 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3962 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155369 members 
Mstep: Class 14 contains 40412 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35386 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 259070 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623384.000000 Penalty: 82531.210938
Iteration 169Q: 25 clusters Score -9.362338e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435473 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11276 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9507 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3946 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155366 members 
Mstep: Class 14 contains 40401 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 259087 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623384.000000 Penalty: 82531.210938
Iteration 170Q: 25 clusters Score -9.362338e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435471 members 
Mstep: Class 4 contains 14974 members 
Mstep: Class 5 contains 11279 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9520 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155365 members 
Mstep: Class 14 contains 40389 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 259109 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623392.000000 Penalty: 82531.210938
Iteration 171Q: 25 clusters Score -9.362339e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435467 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9537 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155362 members 
Mstep: Class 14 contains 40381 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 259122 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623408.000000 Penalty: 82531.210938
Iteration 172Q: 25 clusters Score -9.362341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435465 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11284 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9545 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155361 members 
Mstep: Class 14 contains 40376 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24157 members 
Mstep: Class 21 contains 259131 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623392.000000 Penalty: 82531.210938
Iteration 173Q: 25 clusters Score -9.362339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435462 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11287 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9552 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3878 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155357 members 
Mstep: Class 14 contains 40378 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24156 members 
Mstep: Class 21 contains 259143 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623360.000000 Penalty: 82531.210938
Iteration 174Q: 25 clusters Score -9.362336e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435460 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11290 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9559 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155354 members 
Mstep: Class 14 contains 40377 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 259159 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623344.000000 Penalty: 82531.210938
Iteration 175Q: 25 clusters Score -9.362334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435460 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9567 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 155356 members 
Mstep: Class 14 contains 40368 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 259170 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623312.000000 Penalty: 82531.210938
Iteration 176Q: 25 clusters Score -9.362331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435461 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9571 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155356 members 
Mstep: Class 14 contains 40363 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24157 members 
Mstep: Class 21 contains 259183 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623448.000000 Penalty: 82531.210938
Iteration 177Q: 25 clusters Score -9.362345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435460 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11295 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9571 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3831 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155354 members 
Mstep: Class 14 contains 40363 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24156 members 
Mstep: Class 21 contains 259190 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623432.000000 Penalty: 82531.210938
Iteration 178Q: 25 clusters Score -9.362343e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11297 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9572 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3820 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155351 members 
Mstep: Class 14 contains 40356 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24157 members 
Mstep: Class 21 contains 259209 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623384.000000 Penalty: 82531.210938
Iteration 179Q: 25 clusters Score -9.362338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9574 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155353 members 
Mstep: Class 14 contains 40345 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 259229 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623344.000000 Penalty: 82531.210938
Iteration 180F: 25 clusters Score -9.362334e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11300 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9574 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3788 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155360 members 
Mstep: Class 14 contains 40336 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24159 members 
Mstep: Class 21 contains 259247 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 82531.210938
Iteration 181Q: 25 clusters Score -9.362342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11302 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155359 members 
Mstep: Class 14 contains 40331 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24160 members 
Mstep: Class 21 contains 259268 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623440.000000 Penalty: 82531.210938
Iteration 182Q: 25 clusters Score -9.362344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11302 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9577 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155354 members 
Mstep: Class 14 contains 40328 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24161 members 
Mstep: Class 21 contains 259289 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623408.000000 Penalty: 82531.210938
Iteration 183Q: 25 clusters Score -9.362341e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11303 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9581 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3738 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155353 members 
Mstep: Class 14 contains 40323 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24161 members 
Mstep: Class 21 contains 259307 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623392.000000 Penalty: 82531.210938
Iteration 184Q: 25 clusters Score -9.362339e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11305 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155353 members 
Mstep: Class 14 contains 40324 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259318 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623456.000000 Penalty: 82531.210938
Iteration 185Q: 25 clusters Score -9.362346e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11308 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155351 members 
Mstep: Class 14 contains 40322 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 259338 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623440.000000 Penalty: 82531.210938
Iteration 186Q: 25 clusters Score -9.362344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11307 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3681 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155350 members 
Mstep: Class 14 contains 40319 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259359 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623432.000000 Penalty: 82531.210938
Iteration 187Q: 25 clusters Score -9.362343e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11309 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 11061 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155352 members 
Mstep: Class 14 contains 40317 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259383 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 82531.210938
Iteration 188Q: 25 clusters Score -9.362342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 11060 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3631 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155354 members 
Mstep: Class 14 contains 40312 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35385 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259412 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623448.000000 Penalty: 82531.210938
Iteration 189Q: 25 clusters Score -9.362345e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 11064 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155358 members 
Mstep: Class 14 contains 40306 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35383 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259425 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623432.000000 Penalty: 82531.210938
Iteration 190Q: 25 clusters Score -9.362343e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 11067 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3606 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155356 members 
Mstep: Class 14 contains 40301 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 35382 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259446 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623376.000000 Penalty: 82531.210938
Iteration 191Q: 25 clusters Score -9.362338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9584 members 
Mstep: Class 8 contains 11070 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155357 members 
Mstep: Class 14 contains 40295 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259467 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623368.000000 Penalty: 82531.210938
Iteration 192Q: 25 clusters Score -9.362337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9585 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155351 members 
Mstep: Class 14 contains 40293 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259492 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623480.000000 Penalty: 82531.210938
Iteration 193Q: 25 clusters Score -9.362348e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9586 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155350 members 
Mstep: Class 14 contains 40290 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259512 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623464.000000 Penalty: 82531.210938
Iteration 194Q: 25 clusters Score -9.362346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155350 members 
Mstep: Class 14 contains 40288 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259527 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623528.000000 Penalty: 82531.210938
Iteration 195Q: 25 clusters Score -9.362353e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9592 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3529 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155350 members 
Mstep: Class 14 contains 40286 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259535 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623552.000000 Penalty: 82531.210938
Iteration 196Q: 25 clusters Score -9.362355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9595 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3515 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155348 members 
Mstep: Class 14 contains 40283 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 259553 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623648.000000 Penalty: 82531.210938
Iteration 197Q: 25 clusters Score -9.362365e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9599 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155347 members 
Mstep: Class 14 contains 40282 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259566 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623632.000000 Penalty: 82531.210938
Iteration 198Q: 25 clusters Score -9.362363e+07 nChanged 28
Entering ConstructFrom: 
Score: -93623632.000000 Penalty: 82531.210938
Entering ConstructFrom: 
Trying to split cluster 1 (18994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Entering Unmasked Estep 
Score: -1634072.500000 Penalty: 2443.265869
	Iteration 0F: 2 clusters Score -1634072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1620690.750000 Penalty: 4886.531738
	Iteration 0F: 3 clusters Score -1620691 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1625277.750000 Penalty: 4886.531738
	Iteration 1F: 3 clusters Score -1625278 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1625733.875000 Penalty: 4886.531738
	Iteration 2F: 3 clusters Score -1625734 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1626171.875000 Penalty: 4886.531738
	Iteration 3Q: 3 clusters Score -1626172 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1626679.375000 Penalty: 4886.531738
	Iteration 4Q: 3 clusters Score -1626679 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1627348.500000 Penalty: 4886.531738
	Iteration 5Q: 3 clusters Score -1627348 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1628224.500000 Penalty: 4886.531738
	Iteration 6F: 3 clusters Score -1628224 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1629173.375000 Penalty: 4886.531738
	Iteration 7F: 3 clusters Score -1629173 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1629984.500000 Penalty: 4886.531738
	Iteration 8F: 3 clusters Score -1629984 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1630636.875000 Penalty: 4886.531738
	Iteration 9F: 3 clusters Score -1630637 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1631152.000000 Penalty: 4886.531738
	Iteration 10Q: 3 clusters Score -1631152 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1631558.375000 Penalty: 4886.531738
	Iteration 11Q: 3 clusters Score -1631558 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1631814.375000 Penalty: 4886.531738
	Iteration 12Q: 3 clusters Score -1631814 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1632020.250000 Penalty: 4886.531738
	Iteration 13Q: 3 clusters Score -1632020 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1632132.500000 Penalty: 4886.531738
	Iteration 14Q: 3 clusters Score -1632132 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1632205.750000 Penalty: 4886.531738
	Iteration 15Q: 3 clusters Score -1632206 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1632258.250000 Penalty: 4886.531738
	Iteration 16Q: 3 clusters Score -1632258 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1632306.250000 Penalty: 4886.531738
	Iteration 17Q: 3 clusters Score -1632306 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1632343.000000 Penalty: 4886.531738
	Iteration 18Q: 3 clusters Score -1632343 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1632374.250000 Penalty: 4886.531738
	Iteration 19Q: 3 clusters Score -1632374 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1632402.875000 Penalty: 4886.531738
	Iteration 20F: 3 clusters Score -1632403 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1632420.000000 Penalty: 4886.531738
	Iteration 21Q: 3 clusters Score -1632420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1632440.125000 Penalty: 4886.531738
	Iteration 22Q: 3 clusters Score -1632440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1632460.250000 Penalty: 4886.531738
	Iteration 23Q: 3 clusters Score -1632460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1632475.375000 Penalty: 4886.531738
	Iteration 24Q: 3 clusters Score -1632475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1632490.250000 Penalty: 4886.531738
	Iteration 25Q: 3 clusters Score -1632490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1632509.500000 Penalty: 4886.531738
	Iteration 26Q: 3 clusters Score -1632510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1632535.000000 Penalty: 4886.531738
	Iteration 27Q: 3 clusters Score -1632535 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1632555.125000 Penalty: 4886.531738
	Iteration 28Q: 3 clusters Score -1632555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1632567.000000 Penalty: 4886.531738
	Iteration 29Q: 3 clusters Score -1632567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1632584.125000 Penalty: 4886.531738
	Iteration 30Q: 3 clusters Score -1632584 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1632604.000000 Penalty: 4886.531738
	Iteration 31Q: 3 clusters Score -1632604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1632627.125000 Penalty: 4886.531738
	Iteration 32Q: 3 clusters Score -1632627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1632649.000000 Penalty: 4886.531738
	Iteration 33Q: 3 clusters Score -1632649 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1632674.125000 Penalty: 4886.531738
	Iteration 34Q: 3 clusters Score -1632674 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1632717.750000 Penalty: 4886.531738
	Iteration 35Q: 3 clusters Score -1632718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1632768.875000 Penalty: 4886.531738
	Iteration 36Q: 3 clusters Score -1632769 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1632821.750000 Penalty: 4886.531738
	Iteration 37Q: 3 clusters Score -1632822 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1632877.875000 Penalty: 4886.531738
	Iteration 38Q: 3 clusters Score -1632878 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1632932.125000 Penalty: 4886.531738
	Iteration 39Q: 3 clusters Score -1632932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1633000.000000 Penalty: 4886.531738
	Iteration 40F: 3 clusters Score -1633000 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1633051.750000 Penalty: 4886.531738
	Iteration 41Q: 3 clusters Score -1633052 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1633101.750000 Penalty: 4886.531738
	Iteration 42Q: 3 clusters Score -1633102 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1633145.625000 Penalty: 4886.531738
	Iteration 43Q: 3 clusters Score -1633146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1633186.625000 Penalty: 4886.531738
	Iteration 44Q: 3 clusters Score -1633187 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1633222.125000 Penalty: 4886.531738
	Iteration 45Q: 3 clusters Score -1633222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1633247.250000 Penalty: 4886.531738
	Iteration 46Q: 3 clusters Score -1633247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1633275.375000 Penalty: 4886.531738
	Iteration 47Q: 3 clusters Score -1633275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1633295.875000 Penalty: 4886.531738
	Iteration 48Q: 3 clusters Score -1633296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1633320.750000 Penalty: 4886.531738
	Iteration 49Q: 3 clusters Score -1633321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1633327.750000 Penalty: 4886.531738
	Iteration 50Q: 3 clusters Score -1633328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1633348.375000 Penalty: 4886.531738
	Iteration 51Q: 3 clusters Score -1633348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1633357.500000 Penalty: 4886.531738
	Iteration 52Q: 3 clusters Score -1633358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1633366.000000 Penalty: 4886.531738
	Iteration 53Q: 3 clusters Score -1633366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1633370.875000 Penalty: 4886.531738
	Iteration 54Q: 3 clusters Score -1633371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1633374.875000 Penalty: 4886.531738
	Iteration 55Q: 3 clusters Score -1633375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1633387.000000 Penalty: 4886.531738
	Iteration 56Q: 3 clusters Score -1633387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1633397.500000 Penalty: 4886.531738
	Iteration 57Q: 3 clusters Score -1633398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1633400.000000 Penalty: 4886.531738
	Iteration 58Q: 3 clusters Score -1633400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1633406.250000 Penalty: 4886.531738
	Iteration 59Q: 3 clusters Score -1633406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1633407.000000 Penalty: 4886.531738
	Iteration 60F: 3 clusters Score -1633407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1633411.500000 Penalty: 4886.531738
	Iteration 61Q: 3 clusters Score -1633412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1633409.750000 Penalty: 4886.531738
	Iteration 62Q: 3 clusters Score -1633410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1633418.375000 Penalty: 4886.531738
	Iteration 63Q: 3 clusters Score -1633418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1633415.625000 Penalty: 4886.531738
	Iteration 64Q: 3 clusters Score -1633416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1633415.875000 Penalty: 4886.531738
	Iteration 65Q: 3 clusters Score -1633416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1633420.125000 Penalty: 4886.531738
	Iteration 66Q: 3 clusters Score -1633420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1633426.125000 Penalty: 4886.531738
	Iteration 67Q: 3 clusters Score -1633426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1633427.750000 Penalty: 4886.531738
	Iteration 68Q: 3 clusters Score -1633428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1633432.500000 Penalty: 4886.531738
	Iteration 69Q: 3 clusters Score -1633432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1633431.250000 Penalty: 4886.531738
	Iteration 70Q: 3 clusters Score -1633431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1633432.750000 Penalty: 4886.531738
	Iteration 71Q: 3 clusters Score -1633433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1633432.375000 Penalty: 4886.531738
	Iteration 72Q: 3 clusters Score -1633432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1633432.750000 Penalty: 4886.531738
	Iteration 73Q: 3 clusters Score -1633433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1633436.125000 Penalty: 4886.531738
	Iteration 74Q: 3 clusters Score -1633436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1633435.125000 Penalty: 4886.531738
	Iteration 75Q: 3 clusters Score -1633435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1633434.250000 Penalty: 4886.531738
	Iteration 76Q: 3 clusters Score -1633434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1633435.125000 Penalty: 4886.531738
	Iteration 77Q: 3 clusters Score -1633435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1633436.500000 Penalty: 4886.531738
	Iteration 78Q: 3 clusters Score -1633436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1633439.500000 Penalty: 4886.531738
	Iteration 79Q: 3 clusters Score -1633440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1633441.250000 Penalty: 4886.531738
	Iteration 80F: 3 clusters Score -1633441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -34307.074219 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -34307.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32872.929688 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -32872.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33160.226562 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -33160.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33285.941406 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -33285.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33382.582031 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -33382.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33497.839844 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -33497.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33615.625000 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -33615.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33718.566406 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -33718.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33762.152344 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -33762.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33806.359375 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -33806.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33862.980469 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -33862.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33907.875000 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -33907.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33955.417969 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -33955.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33996.601562 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -33996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34002.902344 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -34002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34002.902344 Penalty: 3061.163330
	Iteration 14F: 3 clusters Score -34002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (435458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435458 members 
Entering Unmasked Estep 
Score: -40038156.000000 Penalty: 3220.070068
	Iteration 0F: 2 clusters Score -4.003816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217746 members 
Mstep: Class 2 contains 217712 members 
Entering Unmasked Estep 
Score: -39744884.000000 Penalty: 6440.140137
	Iteration 0F: 3 clusters Score -3.974488e+07 nChanged 211934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215256 members 
Mstep: Class 2 contains 220202 members 
Entering Unmasked Estep 
Score: -39870784.000000 Penalty: 6440.140137
	Iteration 1F: 3 clusters Score -3.987078e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212828 members 
Mstep: Class 2 contains 222630 members 
Entering Unmasked Estep 
Score: -39872404.000000 Penalty: 6440.140137
	Iteration 2Q: 3 clusters Score -3.98724e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208687 members 
Mstep: Class 2 contains 226771 members 
Entering Unmasked Estep 
Score: -39876272.000000 Penalty: 6440.140137
	Iteration 3Q: 3 clusters Score -3.987627e+07 nChanged 16366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201649 members 
Mstep: Class 2 contains 233809 members 
Entering Unmasked Estep 
Score: -39881708.000000 Penalty: 6440.140137
	Iteration 4Q: 3 clusters Score -3.988171e+07 nChanged 21626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190399 members 
Mstep: Class 2 contains 245059 members 
Entering Unmasked Estep 
Score: -39891756.000000 Penalty: 6440.140137
	Iteration 5Q: 3 clusters Score -3.989176e+07 nChanged 27144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174247 members 
Mstep: Class 2 contains 261211 members 
Entering Unmasked Estep 
Score: -39906548.000000 Penalty: 6440.140137
	Iteration 6F: 3 clusters Score -3.990655e+07 nChanged 30810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154333 members 
Mstep: Class 2 contains 281125 members 
Entering Unmasked Estep 
Score: -39924820.000000 Penalty: 6440.140137
	Iteration 7F: 3 clusters Score -3.992482e+07 nChanged 30121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133572 members 
Mstep: Class 2 contains 301886 members 
Entering Unmasked Estep 
Score: -39941988.000000 Penalty: 6440.140137
	Iteration 8F: 3 clusters Score -3.994199e+07 nChanged 26004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113848 members 
Mstep: Class 2 contains 321610 members 
Entering Unmasked Estep 
Score: -39955996.000000 Penalty: 6440.140137
	Iteration 9F: 3 clusters Score -3.9956e+07 nChanged 21374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 340058 members 
Entering Unmasked Estep 
Score: -39967388.000000 Penalty: 6440.140137
	Iteration 10Q: 3 clusters Score -3.996739e+07 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 357908 members 
Entering Unmasked Estep 
Score: -39977172.000000 Penalty: 6440.140137
	Iteration 11Q: 3 clusters Score -3.997717e+07 nChanged 17431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 375267 members 
Entering Unmasked Estep 
Score: -39987220.000000 Penalty: 6440.140137
	Iteration 12Q: 3 clusters Score -3.998722e+07 nChanged 17093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 392356 members 
Entering Unmasked Estep 
Score: -39998984.000000 Penalty: 6440.140137
	Iteration 13Q: 3 clusters Score -3.999898e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 407953 members 
Entering Unmasked Estep 
Score: -40011236.000000 Penalty: 6440.140137
	Iteration 14Q: 3 clusters Score -4.001124e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 420693 members 
Entering Unmasked Estep 
Score: -40022404.000000 Penalty: 6440.140137
	Iteration 15Q: 3 clusters Score -4.00224e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 429196 members 
Entering Unmasked Estep 
Score: -40030068.000000 Penalty: 6440.140137
	Iteration 16Q: 3 clusters Score -4.003007e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 433128 members 
Entering Unmasked Estep 
Score: -40033620.000000 Penalty: 6440.140137
	Iteration 17Q: 3 clusters Score -4.003362e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 434423 members 
Entering Unmasked Estep 
Score: -40034756.000000 Penalty: 6440.140137
	Iteration 18Q: 3 clusters Score -4.003476e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 434793 members 
Entering Unmasked Estep 
Score: -40035164.000000 Penalty: 6440.140137
	Iteration 19Q: 3 clusters Score -4.003516e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 434904 members 
Entering Unmasked Estep 
Score: -40035304.000000 Penalty: 6440.140137
	Iteration 20F: 3 clusters Score -4.00353e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 434936 members 
Entering Unmasked Estep 
Score: -40035376.000000 Penalty: 6440.140137
	Iteration 21Q: 3 clusters Score -4.003538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 434952 members 
Entering Unmasked Estep 
Score: -40035380.000000 Penalty: 6440.140137
	Iteration 22Q: 3 clusters Score -4.003538e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 434960 members 
Entering Unmasked Estep 
Score: -40035404.000000 Penalty: 6440.140137
	Iteration 23Q: 3 clusters Score -4.00354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 434964 members 
Entering Unmasked Estep 
Score: -40035436.000000 Penalty: 6440.140137
	Iteration 24Q: 3 clusters Score -4.003544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 434969 members 
Entering Unmasked Estep 
Score: -40035436.000000 Penalty: 6440.140137
	Iteration 25Q: 3 clusters Score -4.003544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 434971 members 
Entering Unmasked Estep 
Score: -40035452.000000 Penalty: 6440.140137
	Iteration 26Q: 3 clusters Score -4.003545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 434971 members 
Entering Unmasked Estep 
Score: -40035476.000000 Penalty: 6440.140137
	Iteration 27Q: 3 clusters Score -4.003548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 434975 members 
Entering Unmasked Estep 
Score: -40035468.000000 Penalty: 6440.140137
	Iteration 28Q: 3 clusters Score -4.003547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 434977 members 
Entering Unmasked Estep 
Score: -40035476.000000 Penalty: 6440.140137
	Iteration 29Q: 3 clusters Score -4.003548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 434977 members 
Entering Unmasked Estep 
Score: -40035480.000000 Penalty: 6440.140137
	Iteration 30Q: 3 clusters Score -4.003548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 434978 members 
Entering Unmasked Estep 
Score: -40035472.000000 Penalty: 6440.140137
	Iteration 31Q: 3 clusters Score -4.003547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 434974 members 
Entering Unmasked Estep 
Score: -40035496.000000 Penalty: 6440.140137
	Iteration 32Q: 3 clusters Score -4.00355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 434974 members 
Entering Unmasked Estep 
Score: -40035484.000000 Penalty: 6440.140137
	Iteration 33Q: 3 clusters Score -4.003548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 434980 members 
Entering Unmasked Estep 
Score: -40035496.000000 Penalty: 6440.140137
	Iteration 34Q: 3 clusters Score -4.00355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 434981 members 
Entering Unmasked Estep 
Score: -40035528.000000 Penalty: 6440.140137
	Iteration 35Q: 3 clusters Score -4.003553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 434982 members 
Entering Unmasked Estep 
Score: -40035528.000000 Penalty: 6440.140137
	Iteration 36Q: 3 clusters Score -4.003553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 434982 members 
Entering Unmasked Estep 
Score: -40035532.000000 Penalty: 6440.140137
	Iteration 37Q: 3 clusters Score -4.003553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 434981 members 
Entering Unmasked Estep 
Score: -40035528.000000 Penalty: 6440.140137
	Iteration 38Q: 3 clusters Score -4.003553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 434981 members 
Entering Unmasked Estep 
Score: -40035528.000000 Penalty: 6440.140137
	Iteration 39Q: 3 clusters Score -4.003553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 434982 members 
Entering Unmasked Estep 
Score: -40035516.000000 Penalty: 6440.140137
	Iteration 40F: 3 clusters Score -4.003552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Entering Unmasked Estep 
Score: -1275975.250000 Penalty: 2384.322754
	Iteration 0F: 2 clusters Score -1275975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1265026.375000 Penalty: 4768.645508
	Iteration 0F: 3 clusters Score -1265026 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1268542.250000 Penalty: 4768.645508
	Iteration 1F: 3 clusters Score -1268542 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1268911.125000 Penalty: 4768.645508
	Iteration 2F: 3 clusters Score -1268911 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1269261.250000 Penalty: 4768.645508
	Iteration 3Q: 3 clusters Score -1269261 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1269585.500000 Penalty: 4768.645508
	Iteration 4Q: 3 clusters Score -1269586 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1269858.125000 Penalty: 4768.645508
	Iteration 5Q: 3 clusters Score -1269858 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1270134.875000 Penalty: 4768.645508
	Iteration 6Q: 3 clusters Score -1270135 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1270418.125000 Penalty: 4768.645508
	Iteration 7Q: 3 clusters Score -1270418 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1270704.625000 Penalty: 4768.645508
	Iteration 8Q: 3 clusters Score -1270705 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1271027.375000 Penalty: 4768.645508
	Iteration 9Q: 3 clusters Score -1271027 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1271398.750000 Penalty: 4768.645508
	Iteration 10Q: 3 clusters Score -1271399 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1271756.750000 Penalty: 4768.645508
	Iteration 11Q: 3 clusters Score -1271757 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1272104.000000 Penalty: 4768.645508
	Iteration 12Q: 3 clusters Score -1272104 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1272409.625000 Penalty: 4768.645508
	Iteration 13Q: 3 clusters Score -1272410 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1272679.625000 Penalty: 4768.645508
	Iteration 14Q: 3 clusters Score -1272680 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1272945.750000 Penalty: 4768.645508
	Iteration 15Q: 3 clusters Score -1272946 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1273167.875000 Penalty: 4768.645508
	Iteration 16Q: 3 clusters Score -1273168 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1273369.750000 Penalty: 4768.645508
	Iteration 17Q: 3 clusters Score -1273370 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1273536.875000 Penalty: 4768.645508
	Iteration 18Q: 3 clusters Score -1273537 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1273666.500000 Penalty: 4768.645508
	Iteration 19Q: 3 clusters Score -1273666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1273786.000000 Penalty: 4768.645508
	Iteration 20F: 3 clusters Score -1273786 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1273879.750000 Penalty: 4768.645508
	Iteration 21Q: 3 clusters Score -1273880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1273965.625000 Penalty: 4768.645508
	Iteration 22Q: 3 clusters Score -1273966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1274033.875000 Penalty: 4768.645508
	Iteration 23Q: 3 clusters Score -1274034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1274084.000000 Penalty: 4768.645508
	Iteration 24Q: 3 clusters Score -1274084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1274125.750000 Penalty: 4768.645508
	Iteration 25Q: 3 clusters Score -1274126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1274152.125000 Penalty: 4768.645508
	Iteration 26Q: 3 clusters Score -1274152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1274160.875000 Penalty: 4768.645508
	Iteration 27Q: 3 clusters Score -1274161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1274164.375000 Penalty: 4768.645508
	Iteration 28Q: 3 clusters Score -1274164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1274170.000000 Penalty: 4768.645508
	Iteration 29Q: 3 clusters Score -1274170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1274176.875000 Penalty: 4768.645508
	Iteration 30Q: 3 clusters Score -1274177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1274180.125000 Penalty: 4768.645508
	Iteration 31Q: 3 clusters Score -1274180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1274179.750000 Penalty: 4768.645508
	Iteration 32Q: 3 clusters Score -1274180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1274179.750000 Penalty: 4768.645508
	Iteration 33Q: 3 clusters Score -1274180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1274180.000000 Penalty: 4768.645508
	Iteration 34Q: 3 clusters Score -1274180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1274181.875000 Penalty: 4768.645508
	Iteration 35Q: 3 clusters Score -1274182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1274184.875000 Penalty: 4768.645508
	Iteration 36Q: 3 clusters Score -1274185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1274189.625000 Penalty: 4768.645508
	Iteration 37Q: 3 clusters Score -1274190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1274191.625000 Penalty: 4768.645508
	Iteration 38Q: 3 clusters Score -1274192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1274192.375000 Penalty: 4768.645508
	Iteration 39Q: 3 clusters Score -1274192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1274194.625000 Penalty: 4768.645508
	Iteration 40F: 3 clusters Score -1274195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1274193.875000 Penalty: 4768.645508
	Iteration 41Q: 3 clusters Score -1274194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1274193.875000 Penalty: 4768.645508
	Iteration 42F: 3 clusters Score -1274194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Entering Unmasked Estep 
Score: -957488.312500 Penalty: 2314.715820
	Iteration 0F: 2 clusters Score -957488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -948934.500000 Penalty: 4629.431641
	Iteration 0F: 3 clusters Score -948934.5 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -951607.687500 Penalty: 4629.431641
	Iteration 1F: 3 clusters Score -951607.7 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -952019.062500 Penalty: 4629.431641
	Iteration 2F: 3 clusters Score -952019.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -952347.500000 Penalty: 4629.431641
	Iteration 3F: 3 clusters Score -952347.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -952663.875000 Penalty: 4629.431641
	Iteration 4Q: 3 clusters Score -952663.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -953026.875000 Penalty: 4629.431641
	Iteration 5Q: 3 clusters Score -953026.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -953431.687500 Penalty: 4629.431641
	Iteration 6F: 3 clusters Score -953431.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -953820.000000 Penalty: 4629.431641
	Iteration 7Q: 3 clusters Score -953820 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -954175.562500 Penalty: 4629.431641
	Iteration 8Q: 3 clusters Score -954175.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -954486.500000 Penalty: 4629.431641
	Iteration 9Q: 3 clusters Score -954486.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -954726.187500 Penalty: 4629.431641
	Iteration 10Q: 3 clusters Score -954726.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -954919.312500 Penalty: 4629.431641
	Iteration 11Q: 3 clusters Score -954919.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -955064.937500 Penalty: 4629.431641
	Iteration 12Q: 3 clusters Score -955064.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -955169.125000 Penalty: 4629.431641
	Iteration 13Q: 3 clusters Score -955169.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -955255.750000 Penalty: 4629.431641
	Iteration 14Q: 3 clusters Score -955255.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -955315.250000 Penalty: 4629.431641
	Iteration 15Q: 3 clusters Score -955315.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -955361.312500 Penalty: 4629.431641
	Iteration 16Q: 3 clusters Score -955361.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -955390.875000 Penalty: 4629.431641
	Iteration 17Q: 3 clusters Score -955390.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -955418.000000 Penalty: 4629.431641
	Iteration 18Q: 3 clusters Score -955418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -955446.250000 Penalty: 4629.431641
	Iteration 19Q: 3 clusters Score -955446.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -955473.937500 Penalty: 4629.431641
	Iteration 20F: 3 clusters Score -955473.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -955491.375000 Penalty: 4629.431641
	Iteration 21Q: 3 clusters Score -955491.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -955507.187500 Penalty: 4629.431641
	Iteration 22Q: 3 clusters Score -955507.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -955521.687500 Penalty: 4629.431641
	Iteration 23Q: 3 clusters Score -955521.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -955530.125000 Penalty: 4629.431641
	Iteration 24Q: 3 clusters Score -955530.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -955535.750000 Penalty: 4629.431641
	Iteration 25Q: 3 clusters Score -955535.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -955544.812500 Penalty: 4629.431641
	Iteration 26Q: 3 clusters Score -955544.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -955548.000000 Penalty: 4629.431641
	Iteration 27Q: 3 clusters Score -955548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -955556.687500 Penalty: 4629.431641
	Iteration 28Q: 3 clusters Score -955556.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -955561.875000 Penalty: 4629.431641
	Iteration 29Q: 3 clusters Score -955561.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -955564.312500 Penalty: 4629.431641
	Iteration 30Q: 3 clusters Score -955564.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -955567.062500 Penalty: 4629.431641
	Iteration 31Q: 3 clusters Score -955567.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -955569.625000 Penalty: 4629.431641
	Iteration 32Q: 3 clusters Score -955569.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -955574.625000 Penalty: 4629.431641
	Iteration 33Q: 3 clusters Score -955574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -955574.500000 Penalty: 4629.431641
	Iteration 34Q: 3 clusters Score -955574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -955574.687500 Penalty: 4629.431641
	Iteration 35Q: 3 clusters Score -955574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -955576.625000 Penalty: 4629.431641
	Iteration 36Q: 3 clusters Score -955576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -955578.437500 Penalty: 4629.431641
	Iteration 37Q: 3 clusters Score -955578.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -955584.187500 Penalty: 4629.431641
	Iteration 38Q: 3 clusters Score -955584.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -955587.812500 Penalty: 4629.431641
	Iteration 39Q: 3 clusters Score -955587.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -955591.437500 Penalty: 4629.431641
	Iteration 40F: 3 clusters Score -955591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -955592.500000 Penalty: 4629.431641
	Iteration 41Q: 3 clusters Score -955592.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -955594.312500 Penalty: 4629.431641
	Iteration 42Q: 3 clusters Score -955594.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -955600.000000 Penalty: 4629.431641
	Iteration 43Q: 3 clusters Score -955600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -955603.625000 Penalty: 4629.431641
	Iteration 44Q: 3 clusters Score -955603.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -955611.562500 Penalty: 4629.431641
	Iteration 45Q: 3 clusters Score -955611.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -955618.250000 Penalty: 4629.431641
	Iteration 46Q: 3 clusters Score -955618.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -955622.687500 Penalty: 4629.431641
	Iteration 47Q: 3 clusters Score -955622.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -955627.437500 Penalty: 4629.431641
	Iteration 48Q: 3 clusters Score -955627.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -955626.437500 Penalty: 4629.431641
	Iteration 49Q: 3 clusters Score -955626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -955628.375000 Penalty: 4629.431641
	Iteration 50Q: 3 clusters Score -955628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -955630.062500 Penalty: 4629.431641
	Iteration 51Q: 3 clusters Score -955630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -955631.875000 Penalty: 4629.431641
	Iteration 52Q: 3 clusters Score -955631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -955631.875000 Penalty: 4629.431641
	Iteration 53F: 3 clusters Score -955631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -62697.613281 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -62697.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60943.109375 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -60943.11 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61255.617188 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -61255.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61433.265625 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -61433.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61531.265625 Penalty: 3320.502686
	Iteration 3Q: 3 clusters Score -61531.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61622.949219 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -61622.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61698.132812 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -61698.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61753.550781 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -61753.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61811.675781 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -61811.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61862.613281 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -61862.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61908.898438 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -61908.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61960.542969 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -61960.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62013.527344 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -62013.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62045.730469 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -62045.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62059.242188 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -62059.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62075.781250 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -62075.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62102.070312 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -62102.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62115.746094 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -62115.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62146.730469 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -62146.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62147.210938 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -62147.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62147.210938 Penalty: 3320.502686
	Iteration 19F: 3 clusters Score -62147.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Entering Unmasked Estep 
Score: -888251.750000 Penalty: 2274.092041
	Iteration 0F: 2 clusters Score -888251.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -880786.750000 Penalty: 4548.184082
	Iteration 0F: 3 clusters Score -880786.8 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -882851.437500 Penalty: 4548.184082
	Iteration 1F: 3 clusters Score -882851.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -883083.687500 Penalty: 4548.184082
	Iteration 2F: 3 clusters Score -883083.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -883228.875000 Penalty: 4548.184082
	Iteration 3Q: 3 clusters Score -883228.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -883334.375000 Penalty: 4548.184082
	Iteration 4Q: 3 clusters Score -883334.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -883401.500000 Penalty: 4548.184082
	Iteration 5Q: 3 clusters Score -883401.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -883460.000000 Penalty: 4548.184082
	Iteration 6Q: 3 clusters Score -883460 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -883517.062500 Penalty: 4548.184082
	Iteration 7Q: 3 clusters Score -883517.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -883560.875000 Penalty: 4548.184082
	Iteration 8Q: 3 clusters Score -883560.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -883594.812500 Penalty: 4548.184082
	Iteration 9Q: 3 clusters Score -883594.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -883627.250000 Penalty: 4548.184082
	Iteration 10Q: 3 clusters Score -883627.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -883658.250000 Penalty: 4548.184082
	Iteration 11Q: 3 clusters Score -883658.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -883692.937500 Penalty: 4548.184082
	Iteration 12Q: 3 clusters Score -883692.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -883726.000000 Penalty: 4548.184082
	Iteration 13Q: 3 clusters Score -883726 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -883763.937500 Penalty: 4548.184082
	Iteration 14Q: 3 clusters Score -883763.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -883801.125000 Penalty: 4548.184082
	Iteration 15Q: 3 clusters Score -883801.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -883840.187500 Penalty: 4548.184082
	Iteration 16Q: 3 clusters Score -883840.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -883882.125000 Penalty: 4548.184082
	Iteration 17Q: 3 clusters Score -883882.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -883925.937500 Penalty: 4548.184082
	Iteration 18Q: 3 clusters Score -883925.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -883977.500000 Penalty: 4548.184082
	Iteration 19Q: 3 clusters Score -883977.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -884037.687500 Penalty: 4548.184082
	Iteration 20F: 3 clusters Score -884037.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -884133.250000 Penalty: 4548.184082
	Iteration 21Q: 3 clusters Score -884133.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -884228.750000 Penalty: 4548.184082
	Iteration 22Q: 3 clusters Score -884228.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -884326.812500 Penalty: 4548.184082
	Iteration 23Q: 3 clusters Score -884326.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -884438.875000 Penalty: 4548.184082
	Iteration 24Q: 3 clusters Score -884438.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -884568.000000 Penalty: 4548.184082
	Iteration 25Q: 3 clusters Score -884568 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -884702.375000 Penalty: 4548.184082
	Iteration 26Q: 3 clusters Score -884702.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -884842.812500 Penalty: 4548.184082
	Iteration 27Q: 3 clusters Score -884842.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -885018.437500 Penalty: 4548.184082
	Iteration 28Q: 3 clusters Score -885018.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -885208.000000 Penalty: 4548.184082
	Iteration 29Q: 3 clusters Score -885208 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -885389.250000 Penalty: 4548.184082
	Iteration 30Q: 3 clusters Score -885389.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -885553.625000 Penalty: 4548.184082
	Iteration 31Q: 3 clusters Score -885553.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -885669.000000 Penalty: 4548.184082
	Iteration 32Q: 3 clusters Score -885669 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -885760.375000 Penalty: 4548.184082
	Iteration 33Q: 3 clusters Score -885760.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -885838.625000 Penalty: 4548.184082
	Iteration 34Q: 3 clusters Score -885838.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -885901.000000 Penalty: 4548.184082
	Iteration 35Q: 3 clusters Score -885901 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -885947.562500 Penalty: 4548.184082
	Iteration 36Q: 3 clusters Score -885947.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -885988.937500 Penalty: 4548.184082
	Iteration 37Q: 3 clusters Score -885988.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -886035.437500 Penalty: 4548.184082
	Iteration 38Q: 3 clusters Score -886035.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -886074.750000 Penalty: 4548.184082
	Iteration 39Q: 3 clusters Score -886074.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -886109.125000 Penalty: 4548.184082
	Iteration 40F: 3 clusters Score -886109.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -886138.562500 Penalty: 4548.184082
	Iteration 41Q: 3 clusters Score -886138.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -886156.875000 Penalty: 4548.184082
	Iteration 42Q: 3 clusters Score -886156.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -886177.062500 Penalty: 4548.184082
	Iteration 43Q: 3 clusters Score -886177.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -886194.125000 Penalty: 4548.184082
	Iteration 44Q: 3 clusters Score -886194.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -886210.375000 Penalty: 4548.184082
	Iteration 45Q: 3 clusters Score -886210.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -886222.750000 Penalty: 4548.184082
	Iteration 46Q: 3 clusters Score -886222.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -886237.562500 Penalty: 4548.184082
	Iteration 47Q: 3 clusters Score -886237.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -886255.250000 Penalty: 4548.184082
	Iteration 48Q: 3 clusters Score -886255.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -886269.000000 Penalty: 4548.184082
	Iteration 49Q: 3 clusters Score -886269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -886281.937500 Penalty: 4548.184082
	Iteration 50Q: 3 clusters Score -886281.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -886290.875000 Penalty: 4548.184082
	Iteration 51Q: 3 clusters Score -886290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -886305.750000 Penalty: 4548.184082
	Iteration 52Q: 3 clusters Score -886305.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -886320.812500 Penalty: 4548.184082
	Iteration 53Q: 3 clusters Score -886320.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -886324.312500 Penalty: 4548.184082
	Iteration 54Q: 3 clusters Score -886324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -886328.875000 Penalty: 4548.184082
	Iteration 55Q: 3 clusters Score -886328.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -886332.937500 Penalty: 4548.184082
	Iteration 56Q: 3 clusters Score -886332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -886336.562500 Penalty: 4548.184082
	Iteration 57Q: 3 clusters Score -886336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -886336.375000 Penalty: 4548.184082
	Iteration 58Q: 3 clusters Score -886336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -886338.750000 Penalty: 4548.184082
	Iteration 59Q: 3 clusters Score -886338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -886341.062500 Penalty: 4548.184082
	Iteration 60F: 3 clusters Score -886341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -886342.750000 Penalty: 4548.184082
	Iteration 61Q: 3 clusters Score -886342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -886342.562500 Penalty: 4548.184082
	Iteration 62Q: 3 clusters Score -886342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -886344.625000 Penalty: 4548.184082
	Iteration 63Q: 3 clusters Score -886344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -886346.125000 Penalty: 4548.184082
	Iteration 64Q: 3 clusters Score -886346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -886348.937500 Penalty: 4548.184082
	Iteration 65Q: 3 clusters Score -886348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -886350.437500 Penalty: 4548.184082
	Iteration 66Q: 3 clusters Score -886350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -886351.875000 Penalty: 4548.184082
	Iteration 67Q: 3 clusters Score -886351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -886352.937500 Penalty: 4548.184082
	Iteration 68Q: 3 clusters Score -886352.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -886352.125000 Penalty: 4548.184082
	Iteration 69Q: 3 clusters Score -886352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -886352.750000 Penalty: 4548.184082
	Iteration 70Q: 3 clusters Score -886352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -886352.750000 Penalty: 4548.184082
	Iteration 71F: 3 clusters Score -886352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -988630.250000 Penalty: 2309.396973
	Iteration 0F: 2 clusters Score -988630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -980242.937500 Penalty: 4618.793945
	Iteration 0F: 3 clusters Score -980242.9 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -982824.687500 Penalty: 4618.793945
	Iteration 1F: 3 clusters Score -982824.7 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -983263.250000 Penalty: 4618.793945
	Iteration 2F: 3 clusters Score -983263.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -983711.312500 Penalty: 4618.793945
	Iteration 3F: 3 clusters Score -983711.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -984181.000000 Penalty: 4618.793945
	Iteration 4F: 3 clusters Score -984181 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -984726.500000 Penalty: 4618.793945
	Iteration 5F: 3 clusters Score -984726.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -985326.812500 Penalty: 4618.793945
	Iteration 6F: 3 clusters Score -985326.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -985859.437500 Penalty: 4618.793945
	Iteration 7F: 3 clusters Score -985859.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -986358.687500 Penalty: 4618.793945
	Iteration 8Q: 3 clusters Score -986358.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -986798.437500 Penalty: 4618.793945
	Iteration 9Q: 3 clusters Score -986798.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -987073.562500 Penalty: 4618.793945
	Iteration 10Q: 3 clusters Score -987073.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -987217.937500 Penalty: 4618.793945
	Iteration 11Q: 3 clusters Score -987217.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -987306.312500 Penalty: 4618.793945
	Iteration 12Q: 3 clusters Score -987306.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -987349.875000 Penalty: 4618.793945
	Iteration 13Q: 3 clusters Score -987349.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -987383.500000 Penalty: 4618.793945
	Iteration 14Q: 3 clusters Score -987383.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -987407.937500 Penalty: 4618.793945
	Iteration 15Q: 3 clusters Score -987407.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -987421.125000 Penalty: 4618.793945
	Iteration 16Q: 3 clusters Score -987421.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -987433.125000 Penalty: 4618.793945
	Iteration 17Q: 3 clusters Score -987433.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -987445.000000 Penalty: 4618.793945
	Iteration 18Q: 3 clusters Score -987445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -987455.000000 Penalty: 4618.793945
	Iteration 19Q: 3 clusters Score -987455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -987463.500000 Penalty: 4618.793945
	Iteration 20F: 3 clusters Score -987463.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -987466.125000 Penalty: 4618.793945
	Iteration 21Q: 3 clusters Score -987466.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -987467.562500 Penalty: 4618.793945
	Iteration 22Q: 3 clusters Score -987467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -987471.062500 Penalty: 4618.793945
	Iteration 23Q: 3 clusters Score -987471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -987471.062500 Penalty: 4618.793945
	Iteration 24Q: 3 clusters Score -987471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -987472.625000 Penalty: 4618.793945
	Iteration 25Q: 3 clusters Score -987472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -987471.625000 Penalty: 4618.793945
	Iteration 26Q: 3 clusters Score -987471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -987472.375000 Penalty: 4618.793945
	Iteration 27Q: 3 clusters Score -987472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -987473.687500 Penalty: 4618.793945
	Iteration 28Q: 3 clusters Score -987473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -987474.312500 Penalty: 4618.793945
	Iteration 29Q: 3 clusters Score -987474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -987476.375000 Penalty: 4618.793945
	Iteration 30Q: 3 clusters Score -987476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -987474.750000 Penalty: 4618.793945
	Iteration 31Q: 3 clusters Score -987474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -987476.125000 Penalty: 4618.793945
	Iteration 32Q: 3 clusters Score -987476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -987479.875000 Penalty: 4618.793945
	Iteration 33Q: 3 clusters Score -987479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -987481.062500 Penalty: 4618.793945
	Iteration 34Q: 3 clusters Score -987481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -987481.937500 Penalty: 4618.793945
	Iteration 35Q: 3 clusters Score -987481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -987480.875000 Penalty: 4618.793945
	Iteration 36Q: 3 clusters Score -987480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -987480.937500 Penalty: 4618.793945
	Iteration 37Q: 3 clusters Score -987480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -987480.375000 Penalty: 4618.793945
	Iteration 38Q: 3 clusters Score -987480.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -987480.375000 Penalty: 4618.793945
	Iteration 39F: 3 clusters Score -987480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -196835.703125 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -196835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -194026.140625 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -194026.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -195407.281250 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -195407.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -196332.312500 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -196332.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196973.421875 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -196973.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -197321.375000 Penalty: 3872.726562
	Iteration 4F: 3 clusters Score -197321.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -197515.296875 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -197515.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -197649.328125 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -197649.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -197705.937500 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -197705.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -197757.843750 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -197757.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197776.296875 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -197776.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197786.453125 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -197786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197789.812500 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -197789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -197794.406250 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -197794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -197796.078125 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -197796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197796.593750 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -197796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197796.593750 Penalty: 3872.726562
	Iteration 15F: 3 clusters Score -197796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9602 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155344 members 
Mstep: Class 14 contains 40282 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259575 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 827 members 
Entering Unmasked Estep 
Score: -93622864.000000 Penalty: 85970.007812
Splitting cluster 9 changes total score from -93623632.000000 to -93622864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -38334.050781 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -38334.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36825.867188 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -36825.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37073.621094 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -37073.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37236.101562 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -37236.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37299.582031 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -37299.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37377.707031 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -37377.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37414.597656 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -37414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37436.355469 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -37436.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37445.269531 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -37445.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37458.621094 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -37458.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37474.832031 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -37474.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37500.296875 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -37500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37518.644531 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -37518.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37545.792969 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -37545.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37567.660156 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -37567.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37579.937500 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -37579.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37582.507812 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -37582.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37589.523438 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -37589.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37612.167969 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -37612.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37628.101562 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -37628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37666.707031 Penalty: 3060.126709
	Iteration 19Q: 3 clusters Score -37666.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37726.296875 Penalty: 3060.126709
	Iteration 20F: 3 clusters Score -37726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37788.527344 Penalty: 3060.126709
	Iteration 21Q: 3 clusters Score -37788.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37857.316406 Penalty: 3060.126709
	Iteration 22Q: 3 clusters Score -37857.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37931.394531 Penalty: 3060.126709
	Iteration 23Q: 3 clusters Score -37931.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38099.343750 Penalty: 3060.126709
	Iteration 24Q: 3 clusters Score -38099.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38717.769531 Penalty: 3060.126709
	Iteration 25Q: 3 clusters Score -38717.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38826.765625 Penalty: 3060.126709
	Iteration 26Q: 3 clusters Score -38826.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38878.363281 Penalty: 3060.126709
	Iteration 27Q: 3 clusters Score -38878.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38998.480469 Penalty: 3060.126709
	Iteration 28Q: 3 clusters Score -38998.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39256.148438 Penalty: 3060.126709
	Iteration 29Q: 3 clusters Score -39256.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39256.148438 Penalty: 3060.126709
	Iteration 30F: 3 clusters Score -39256.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9602 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155344 members 
Mstep: Class 14 contains 40282 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259575 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 171 members 
Entering Unmasked Estep 
Score: -93622608.000000 Penalty: 85970.007812
Splitting cluster 10 changes total score from -93623632.000000 to -93622608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -342681.156250 Penalty: 2023.027954
	Iteration 0F: 2 clusters Score -342681.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -339100.968750 Penalty: 4046.055908
	Iteration 0F: 3 clusters Score -339101 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -339884.500000 Penalty: 4046.055908
	Iteration 1F: 3 clusters Score -339884.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -340038.843750 Penalty: 4046.055908
	Iteration 2F: 3 clusters Score -340038.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -340117.093750 Penalty: 4046.055908
	Iteration 3Q: 3 clusters Score -340117.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -340155.500000 Penalty: 4046.055908
	Iteration 4Q: 3 clusters Score -340155.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -340179.687500 Penalty: 4046.055908
	Iteration 5Q: 3 clusters Score -340179.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -340200.687500 Penalty: 4046.055908
	Iteration 6Q: 3 clusters Score -340200.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -340214.593750 Penalty: 4046.055908
	Iteration 7Q: 3 clusters Score -340214.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -340232.687500 Penalty: 4046.055908
	Iteration 8Q: 3 clusters Score -340232.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -340246.312500 Penalty: 4046.055908
	Iteration 9Q: 3 clusters Score -340246.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -340256.375000 Penalty: 4046.055908
	Iteration 10Q: 3 clusters Score -340256.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -340260.843750 Penalty: 4046.055908
	Iteration 11Q: 3 clusters Score -340260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -340265.031250 Penalty: 4046.055908
	Iteration 12Q: 3 clusters Score -340265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -340267.031250 Penalty: 4046.055908
	Iteration 13Q: 3 clusters Score -340267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -340267.187500 Penalty: 4046.055908
	Iteration 14Q: 3 clusters Score -340267.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -340267.187500 Penalty: 4046.055908
	Iteration 15F: 3 clusters Score -340267.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Entering Unmasked Estep 
Score: -572836.937500 Penalty: 2177.901855
	Iteration 0F: 2 clusters Score -572836.9 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 3205 members 
Entering Unmasked Estep 
Score: -567352.375000 Penalty: 4355.803711
	Iteration 0F: 3 clusters Score -567352.4 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -568779.687500 Penalty: 4355.803711
	Iteration 1F: 3 clusters Score -568779.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -569012.437500 Penalty: 4355.803711
	Iteration 2F: 3 clusters Score -569012.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -569172.500000 Penalty: 4355.803711
	Iteration 3Q: 3 clusters Score -569172.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -569276.812500 Penalty: 4355.803711
	Iteration 4Q: 3 clusters Score -569276.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -569352.500000 Penalty: 4355.803711
	Iteration 5Q: 3 clusters Score -569352.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -569419.312500 Penalty: 4355.803711
	Iteration 6Q: 3 clusters Score -569419.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -569482.687500 Penalty: 4355.803711
	Iteration 7Q: 3 clusters Score -569482.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -569539.750000 Penalty: 4355.803711
	Iteration 8Q: 3 clusters Score -569539.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -569593.250000 Penalty: 4355.803711
	Iteration 9Q: 3 clusters Score -569593.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -569633.187500 Penalty: 4355.803711
	Iteration 10Q: 3 clusters Score -569633.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -569672.187500 Penalty: 4355.803711
	Iteration 11Q: 3 clusters Score -569672.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -569704.000000 Penalty: 4355.803711
	Iteration 12Q: 3 clusters Score -569704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -569738.500000 Penalty: 4355.803711
	Iteration 13Q: 3 clusters Score -569738.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -569770.937500 Penalty: 4355.803711
	Iteration 14Q: 3 clusters Score -569770.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -569809.250000 Penalty: 4355.803711
	Iteration 15Q: 3 clusters Score -569809.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -569847.750000 Penalty: 4355.803711
	Iteration 16Q: 3 clusters Score -569847.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -569911.625000 Penalty: 4355.803711
	Iteration 17Q: 3 clusters Score -569911.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -569970.562500 Penalty: 4355.803711
	Iteration 18Q: 3 clusters Score -569970.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -570029.250000 Penalty: 4355.803711
	Iteration 19Q: 3 clusters Score -570029.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -570102.562500 Penalty: 4355.803711
	Iteration 20F: 3 clusters Score -570102.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -570183.750000 Penalty: 4355.803711
	Iteration 21Q: 3 clusters Score -570183.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -570247.187500 Penalty: 4355.803711
	Iteration 22Q: 3 clusters Score -570247.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -570301.937500 Penalty: 4355.803711
	Iteration 23Q: 3 clusters Score -570301.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -570363.750000 Penalty: 4355.803711
	Iteration 24Q: 3 clusters Score -570363.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -570428.750000 Penalty: 4355.803711
	Iteration 25Q: 3 clusters Score -570428.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -570502.187500 Penalty: 4355.803711
	Iteration 26Q: 3 clusters Score -570502.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -570580.875000 Penalty: 4355.803711
	Iteration 27Q: 3 clusters Score -570580.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -570652.812500 Penalty: 4355.803711
	Iteration 28Q: 3 clusters Score -570652.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -570696.187500 Penalty: 4355.803711
	Iteration 29Q: 3 clusters Score -570696.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -570734.312500 Penalty: 4355.803711
	Iteration 30Q: 3 clusters Score -570734.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -570767.937500 Penalty: 4355.803711
	Iteration 31Q: 3 clusters Score -570767.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -570803.812500 Penalty: 4355.803711
	Iteration 32Q: 3 clusters Score -570803.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -570838.687500 Penalty: 4355.803711
	Iteration 33Q: 3 clusters Score -570838.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -570865.250000 Penalty: 4355.803711
	Iteration 34Q: 3 clusters Score -570865.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -570886.812500 Penalty: 4355.803711
	Iteration 35Q: 3 clusters Score -570886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -570893.562500 Penalty: 4355.803711
	Iteration 36Q: 3 clusters Score -570893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -570902.687500 Penalty: 4355.803711
	Iteration 37Q: 3 clusters Score -570902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -570911.812500 Penalty: 4355.803711
	Iteration 38Q: 3 clusters Score -570911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -570918.187500 Penalty: 4355.803711
	Iteration 39Q: 3 clusters Score -570918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -570923.937500 Penalty: 4355.803711
	Iteration 40F: 3 clusters Score -570923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -570929.062500 Penalty: 4355.803711
	Iteration 41Q: 3 clusters Score -570929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -570934.375000 Penalty: 4355.803711
	Iteration 42Q: 3 clusters Score -570934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -570938.000000 Penalty: 4355.803711
	Iteration 43Q: 3 clusters Score -570938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -570939.937500 Penalty: 4355.803711
	Iteration 44Q: 3 clusters Score -570939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -570943.812500 Penalty: 4355.803711
	Iteration 45Q: 3 clusters Score -570943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -570949.437500 Penalty: 4355.803711
	Iteration 46Q: 3 clusters Score -570949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -570956.937500 Penalty: 4355.803711
	Iteration 47Q: 3 clusters Score -570956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -570956.437500 Penalty: 4355.803711
	Iteration 48Q: 3 clusters Score -570956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -570961.875000 Penalty: 4355.803711
	Iteration 49Q: 3 clusters Score -570961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -570963.625000 Penalty: 4355.803711
	Iteration 50Q: 3 clusters Score -570963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -570967.125000 Penalty: 4355.803711
	Iteration 51Q: 3 clusters Score -570967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -570973.375000 Penalty: 4355.803711
	Iteration 52Q: 3 clusters Score -570973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -570978.250000 Penalty: 4355.803711
	Iteration 53Q: 3 clusters Score -570978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -570981.000000 Penalty: 4355.803711
	Iteration 54Q: 3 clusters Score -570981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -570982.625000 Penalty: 4355.803711
	Iteration 55Q: 3 clusters Score -570982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -570982.625000 Penalty: 4355.803711
	Iteration 56F: 3 clusters Score -570982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (155344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Entering Unmasked Estep 
Score: -13910047.000000 Penalty: 2964.442627
	Iteration 0F: 2 clusters Score -1.391005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -13806103.000000 Penalty: 5928.885254
	Iteration 0F: 3 clusters Score -1.38061e+07 nChanged 74122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -13849254.000000 Penalty: 5928.885254
	Iteration 1F: 3 clusters Score -1.384925e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -13850919.000000 Penalty: 5928.885254
	Iteration 2Q: 3 clusters Score -1.385092e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -13853333.000000 Penalty: 5928.885254
	Iteration 3Q: 3 clusters Score -1.385333e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -13857382.000000 Penalty: 5928.885254
	Iteration 4F: 3 clusters Score -1.385738e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -13863664.000000 Penalty: 5928.885254
	Iteration 5F: 3 clusters Score -1.386366e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -13872928.000000 Penalty: 5928.885254
	Iteration 6F: 3 clusters Score -1.387293e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -13883695.000000 Penalty: 5928.885254
	Iteration 7F: 3 clusters Score -1.38837e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 139834 members 
Entering Unmasked Estep 
Score: -13893739.000000 Penalty: 5928.885254
	Iteration 8F: 3 clusters Score -1.389374e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 147146 members 
Entering Unmasked Estep 
Score: -13900544.000000 Penalty: 5928.885254
	Iteration 9Q: 3 clusters Score -1.390054e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 151181 members 
Entering Unmasked Estep 
Score: -13904333.000000 Penalty: 5928.885254
	Iteration 10Q: 3 clusters Score -1.390433e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -13906110.000000 Penalty: 5928.885254
	Iteration 11Q: 3 clusters Score -1.390611e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 154039 members 
Entering Unmasked Estep 
Score: -13906815.000000 Penalty: 5928.885254
	Iteration 12Q: 3 clusters Score -1.390682e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -13907171.000000 Penalty: 5928.885254
	Iteration 13Q: 3 clusters Score -1.390717e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 154604 members 
Entering Unmasked Estep 
Score: -13907338.000000 Penalty: 5928.885254
	Iteration 14Q: 3 clusters Score -1.390734e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 154700 members 
Entering Unmasked Estep 
Score: -13907429.000000 Penalty: 5928.885254
	Iteration 15Q: 3 clusters Score -1.390743e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 154753 members 
Entering Unmasked Estep 
Score: -13907474.000000 Penalty: 5928.885254
	Iteration 16Q: 3 clusters Score -1.390747e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -13907533.000000 Penalty: 5928.885254
	Iteration 17Q: 3 clusters Score -1.390753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154819 members 
Entering Unmasked Estep 
Score: -13907538.000000 Penalty: 5928.885254
	Iteration 18Q: 3 clusters Score -1.390754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -13907570.000000 Penalty: 5928.885254
	Iteration 19Q: 3 clusters Score -1.390757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -13907600.000000 Penalty: 5928.885254
	Iteration 20F: 3 clusters Score -1.39076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -13907619.000000 Penalty: 5928.885254
	Iteration 21Q: 3 clusters Score -1.390762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -13907617.000000 Penalty: 5928.885254
	Iteration 22Q: 3 clusters Score -1.390762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 154885 members 
Entering Unmasked Estep 
Score: -13907626.000000 Penalty: 5928.885254
	Iteration 23Q: 3 clusters Score -1.390763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -13907614.000000 Penalty: 5928.885254
	Iteration 24Q: 3 clusters Score -1.390761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 154888 members 
Entering Unmasked Estep 
Score: -13907630.000000 Penalty: 5928.885254
	Iteration 25Q: 3 clusters Score -1.390763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -13907645.000000 Penalty: 5928.885254
	Iteration 26Q: 3 clusters Score -1.390764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 154894 members 
Entering Unmasked Estep 
Score: -13907651.000000 Penalty: 5928.885254
	Iteration 27Q: 3 clusters Score -1.390765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -13907650.000000 Penalty: 5928.885254
	Iteration 28Q: 3 clusters Score -1.390765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -13907648.000000 Penalty: 5928.885254
	Iteration 29Q: 3 clusters Score -1.390765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -13907651.000000 Penalty: 5928.885254
	Iteration 30Q: 3 clusters Score -1.390765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -13907651.000000 Penalty: 5928.885254
	Iteration 31F: 3 clusters Score -1.390765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Entering Unmasked Estep 
Score: -3651880.500000 Penalty: 2629.707520
	Iteration 0F: 2 clusters Score -3651880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3624588.500000 Penalty: 5259.415039
	Iteration 0F: 3 clusters Score -3624588 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3634829.500000 Penalty: 5259.415039
	Iteration 1F: 3 clusters Score -3634830 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3635542.750000 Penalty: 5259.415039
	Iteration 2Q: 3 clusters Score -3635543 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3636271.750000 Penalty: 5259.415039
	Iteration 3Q: 3 clusters Score -3636272 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3637143.750000 Penalty: 5259.415039
	Iteration 4Q: 3 clusters Score -3637144 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3638258.750000 Penalty: 5259.415039
	Iteration 5F: 3 clusters Score -3638259 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3639755.250000 Penalty: 5259.415039
	Iteration 6F: 3 clusters Score -3639755 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3641524.500000 Penalty: 5259.415039
	Iteration 7F: 3 clusters Score -3641524 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3643352.250000 Penalty: 5259.415039
	Iteration 8F: 3 clusters Score -3643352 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3645044.250000 Penalty: 5259.415039
	Iteration 9F: 3 clusters Score -3645044 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -3646429.000000 Penalty: 5259.415039
	Iteration 10Q: 3 clusters Score -3646429 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -3647369.500000 Penalty: 5259.415039
	Iteration 11Q: 3 clusters Score -3647370 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3648040.500000 Penalty: 5259.415039
	Iteration 12Q: 3 clusters Score -3648040 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -3648530.250000 Penalty: 5259.415039
	Iteration 13Q: 3 clusters Score -3648530 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -3648867.250000 Penalty: 5259.415039
	Iteration 14Q: 3 clusters Score -3648867 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -3649102.500000 Penalty: 5259.415039
	Iteration 15Q: 3 clusters Score -3649102 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -3649276.000000 Penalty: 5259.415039
	Iteration 16Q: 3 clusters Score -3649276 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -3649379.250000 Penalty: 5259.415039
	Iteration 17Q: 3 clusters Score -3649379 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -3649458.500000 Penalty: 5259.415039
	Iteration 18Q: 3 clusters Score -3649458 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -3649566.750000 Penalty: 5259.415039
	Iteration 19Q: 3 clusters Score -3649567 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -3649663.750000 Penalty: 5259.415039
	Iteration 20F: 3 clusters Score -3649664 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -3649746.750000 Penalty: 5259.415039
	Iteration 21Q: 3 clusters Score -3649747 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -3649822.750000 Penalty: 5259.415039
	Iteration 22Q: 3 clusters Score -3649823 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -3649897.250000 Penalty: 5259.415039
	Iteration 23Q: 3 clusters Score -3649897 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3649967.250000 Penalty: 5259.415039
	Iteration 24Q: 3 clusters Score -3649967 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -3650051.000000 Penalty: 5259.415039
	Iteration 25Q: 3 clusters Score -3650051 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -3650122.250000 Penalty: 5259.415039
	Iteration 26Q: 3 clusters Score -3650122 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -3650174.250000 Penalty: 5259.415039
	Iteration 27Q: 3 clusters Score -3650174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -3650229.250000 Penalty: 5259.415039
	Iteration 28Q: 3 clusters Score -3650229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -3650272.750000 Penalty: 5259.415039
	Iteration 29Q: 3 clusters Score -3650273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -3650302.500000 Penalty: 5259.415039
	Iteration 30Q: 3 clusters Score -3650302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -3650344.250000 Penalty: 5259.415039
	Iteration 31Q: 3 clusters Score -3650344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -3650377.750000 Penalty: 5259.415039
	Iteration 32Q: 3 clusters Score -3650378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -3650390.250000 Penalty: 5259.415039
	Iteration 33Q: 3 clusters Score -3650390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -3650404.000000 Penalty: 5259.415039
	Iteration 34Q: 3 clusters Score -3650404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -3650416.750000 Penalty: 5259.415039
	Iteration 35Q: 3 clusters Score -3650417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3650427.500000 Penalty: 5259.415039
	Iteration 36Q: 3 clusters Score -3650428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -3650433.000000 Penalty: 5259.415039
	Iteration 37Q: 3 clusters Score -3650433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -3650432.500000 Penalty: 5259.415039
	Iteration 38Q: 3 clusters Score -3650432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3650438.750000 Penalty: 5259.415039
	Iteration 39Q: 3 clusters Score -3650439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -3650447.500000 Penalty: 5259.415039
	Iteration 40F: 3 clusters Score -3650448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -3650452.750000 Penalty: 5259.415039
	Iteration 41Q: 3 clusters Score -3650453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -3650458.500000 Penalty: 5259.415039
	Iteration 42Q: 3 clusters Score -3650458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -3650460.750000 Penalty: 5259.415039
	Iteration 43Q: 3 clusters Score -3650461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -3650466.750000 Penalty: 5259.415039
	Iteration 44Q: 3 clusters Score -3650467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -3650463.750000 Penalty: 5259.415039
	Iteration 45Q: 3 clusters Score -3650464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -3650463.000000 Penalty: 5259.415039
	Iteration 46Q: 3 clusters Score -3650463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -3650464.000000 Penalty: 5259.415039
	Iteration 47Q: 3 clusters Score -3650464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -3650461.500000 Penalty: 5259.415039
	Iteration 48Q: 3 clusters Score -3650462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3650460.500000 Penalty: 5259.415039
	Iteration 49Q: 3 clusters Score -3650460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -3650461.500000 Penalty: 5259.415039
	Iteration 50Q: 3 clusters Score -3650462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -3650462.250000 Penalty: 5259.415039
	Iteration 51Q: 3 clusters Score -3650462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -3650462.250000 Penalty: 5259.415039
	Iteration 52F: 3 clusters Score -3650462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -31984.150391 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -31984.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30575.009766 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -30575.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30776.060547 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -30776.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30891.587891 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -30891.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30928.462891 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -30928.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30940.558594 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -30940.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30944.320312 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -30944.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30951.023438 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -30951.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30958.123047 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -30958.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30960.429688 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -30960.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30961.900391 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -30961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30964.568359 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -30964.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30964.568359 Penalty: 3036.756348
	Iteration 11F: 3 clusters Score -30964.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Entering Unmasked Estep 
Score: -3353947.250000 Penalty: 2597.527588
	Iteration 0F: 2 clusters Score -3353947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3329709.000000 Penalty: 5195.055176
	Iteration 0F: 3 clusters Score -3329709 nChanged 16095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3338636.500000 Penalty: 5195.055176
	Iteration 1F: 3 clusters Score -3338636 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3339278.250000 Penalty: 5195.055176
	Iteration 2Q: 3 clusters Score -3339278 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3340015.250000 Penalty: 5195.055176
	Iteration 3Q: 3 clusters Score -3340015 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3341010.500000 Penalty: 5195.055176
	Iteration 4F: 3 clusters Score -3341010 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3342517.250000 Penalty: 5195.055176
	Iteration 5F: 3 clusters Score -3342517 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3344610.500000 Penalty: 5195.055176
	Iteration 6F: 3 clusters Score -3344610 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3347049.500000 Penalty: 5195.055176
	Iteration 7F: 3 clusters Score -3347050 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3349179.250000 Penalty: 5195.055176
	Iteration 8F: 3 clusters Score -3349179 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3350430.750000 Penalty: 5195.055176
	Iteration 9Q: 3 clusters Score -3350431 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3351046.500000 Penalty: 5195.055176
	Iteration 10Q: 3 clusters Score -3351046 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3351303.000000 Penalty: 5195.055176
	Iteration 11Q: 3 clusters Score -3351303 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3351449.000000 Penalty: 5195.055176
	Iteration 12Q: 3 clusters Score -3351449 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3351525.000000 Penalty: 5195.055176
	Iteration 13Q: 3 clusters Score -3351525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3351562.500000 Penalty: 5195.055176
	Iteration 14Q: 3 clusters Score -3351562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3351578.250000 Penalty: 5195.055176
	Iteration 15Q: 3 clusters Score -3351578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3351589.000000 Penalty: 5195.055176
	Iteration 16Q: 3 clusters Score -3351589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3351599.500000 Penalty: 5195.055176
	Iteration 17Q: 3 clusters Score -3351600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3351604.250000 Penalty: 5195.055176
	Iteration 18Q: 3 clusters Score -3351604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3351608.500000 Penalty: 5195.055176
	Iteration 19Q: 3 clusters Score -3351608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3351611.000000 Penalty: 5195.055176
	Iteration 20F: 3 clusters Score -3351611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3351614.000000 Penalty: 5195.055176
	Iteration 21Q: 3 clusters Score -3351614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3351614.000000 Penalty: 5195.055176
	Iteration 22F: 3 clusters Score -3351614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Entering Unmasked Estep 
Score: -1200711.000000 Penalty: 2365.492676
	Iteration 0F: 2 clusters Score -1200711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1190513.000000 Penalty: 4730.985352
	Iteration 0F: 3 clusters Score -1190513 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1193732.375000 Penalty: 4730.985352
	Iteration 1F: 3 clusters Score -1193732 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1194271.875000 Penalty: 4730.985352
	Iteration 2F: 3 clusters Score -1194272 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1194827.625000 Penalty: 4730.985352
	Iteration 3F: 3 clusters Score -1194828 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1195444.375000 Penalty: 4730.985352
	Iteration 4F: 3 clusters Score -1195444 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1196161.500000 Penalty: 4730.985352
	Iteration 5F: 3 clusters Score -1196162 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1196947.625000 Penalty: 4730.985352
	Iteration 6F: 3 clusters Score -1196948 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1197638.500000 Penalty: 4730.985352
	Iteration 7F: 3 clusters Score -1197638 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1198194.625000 Penalty: 4730.985352
	Iteration 8F: 3 clusters Score -1198195 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1198651.125000 Penalty: 4730.985352
	Iteration 9Q: 3 clusters Score -1198651 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1198975.250000 Penalty: 4730.985352
	Iteration 10Q: 3 clusters Score -1198975 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1199205.375000 Penalty: 4730.985352
	Iteration 11Q: 3 clusters Score -1199205 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1199367.250000 Penalty: 4730.985352
	Iteration 12Q: 3 clusters Score -1199367 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1199528.000000 Penalty: 4730.985352
	Iteration 13Q: 3 clusters Score -1199528 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1199679.750000 Penalty: 4730.985352
	Iteration 14Q: 3 clusters Score -1199680 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1199794.000000 Penalty: 4730.985352
	Iteration 15Q: 3 clusters Score -1199794 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1199888.250000 Penalty: 4730.985352
	Iteration 16Q: 3 clusters Score -1199888 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1199959.375000 Penalty: 4730.985352
	Iteration 17Q: 3 clusters Score -1199959 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1200007.875000 Penalty: 4730.985352
	Iteration 18Q: 3 clusters Score -1200008 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1200051.000000 Penalty: 4730.985352
	Iteration 19Q: 3 clusters Score -1200051 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1200093.875000 Penalty: 4730.985352
	Iteration 20F: 3 clusters Score -1200094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1200129.125000 Penalty: 4730.985352
	Iteration 21Q: 3 clusters Score -1200129 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1200157.625000 Penalty: 4730.985352
	Iteration 22Q: 3 clusters Score -1200158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1200179.250000 Penalty: 4730.985352
	Iteration 23Q: 3 clusters Score -1200179 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1200202.500000 Penalty: 4730.985352
	Iteration 24Q: 3 clusters Score -1200202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1200218.625000 Penalty: 4730.985352
	Iteration 25Q: 3 clusters Score -1200219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1200234.125000 Penalty: 4730.985352
	Iteration 26Q: 3 clusters Score -1200234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1200246.500000 Penalty: 4730.985352
	Iteration 27Q: 3 clusters Score -1200246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1200261.500000 Penalty: 4730.985352
	Iteration 28Q: 3 clusters Score -1200262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1200273.250000 Penalty: 4730.985352
	Iteration 29Q: 3 clusters Score -1200273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1200280.000000 Penalty: 4730.985352
	Iteration 30Q: 3 clusters Score -1200280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1200291.625000 Penalty: 4730.985352
	Iteration 31Q: 3 clusters Score -1200292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1200298.250000 Penalty: 4730.985352
	Iteration 32Q: 3 clusters Score -1200298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1200304.625000 Penalty: 4730.985352
	Iteration 33Q: 3 clusters Score -1200305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1200305.250000 Penalty: 4730.985352
	Iteration 34Q: 3 clusters Score -1200305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1200312.125000 Penalty: 4730.985352
	Iteration 35Q: 3 clusters Score -1200312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1200312.625000 Penalty: 4730.985352
	Iteration 36Q: 3 clusters Score -1200313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1200314.875000 Penalty: 4730.985352
	Iteration 37Q: 3 clusters Score -1200315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1200318.000000 Penalty: 4730.985352
	Iteration 38Q: 3 clusters Score -1200318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1200319.375000 Penalty: 4730.985352
	Iteration 39Q: 3 clusters Score -1200319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1200322.000000 Penalty: 4730.985352
	Iteration 40F: 3 clusters Score -1200322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1200323.625000 Penalty: 4730.985352
	Iteration 41Q: 3 clusters Score -1200324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1200325.750000 Penalty: 4730.985352
	Iteration 42Q: 3 clusters Score -1200326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1200326.250000 Penalty: 4730.985352
	Iteration 43Q: 3 clusters Score -1200326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1200327.250000 Penalty: 4730.985352
	Iteration 44Q: 3 clusters Score -1200327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1200331.875000 Penalty: 4730.985352
	Iteration 45Q: 3 clusters Score -1200332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1200333.375000 Penalty: 4730.985352
	Iteration 46Q: 3 clusters Score -1200333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1200331.125000 Penalty: 4730.985352
	Iteration 47Q: 3 clusters Score -1200331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1200334.500000 Penalty: 4730.985352
	Iteration 48Q: 3 clusters Score -1200334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1200334.375000 Penalty: 4730.985352
	Iteration 49Q: 3 clusters Score -1200334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1200331.375000 Penalty: 4730.985352
	Iteration 50Q: 3 clusters Score -1200331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1200331.375000 Penalty: 4730.985352
	Iteration 51F: 3 clusters Score -1200331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -119392.304688 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -119392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -117182.070312 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -117182.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -117582.031250 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -117582 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -117733.890625 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -117733.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -117836.390625 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -117836.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117904.031250 Penalty: 3598.773438
	Iteration 4Q: 3 clusters Score -117904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117956.296875 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -117956.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -118015.062500 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -118015.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -118073.203125 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -118073.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -118120.062500 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -118120.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -118178.343750 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -118178.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -118269.023438 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -118269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -118367.164062 Penalty: 3598.773438
	Iteration 11Q: 3 clusters Score -118367.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -118458.828125 Penalty: 3598.773438
	Iteration 12Q: 3 clusters Score -118458.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -118578.109375 Penalty: 3598.773438
	Iteration 13Q: 3 clusters Score -118578.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118690.484375 Penalty: 3598.773438
	Iteration 14Q: 3 clusters Score -118690.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -118772.007812 Penalty: 3598.773438
	Iteration 15Q: 3 clusters Score -118772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -118805.812500 Penalty: 3598.773438
	Iteration 16Q: 3 clusters Score -118805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -118823.734375 Penalty: 3598.773438
	Iteration 17Q: 3 clusters Score -118823.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118834.445312 Penalty: 3598.773438
	Iteration 18Q: 3 clusters Score -118834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -118848.765625 Penalty: 3598.773438
	Iteration 19Q: 3 clusters Score -118848.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -118861.359375 Penalty: 3598.773438
	Iteration 20F: 3 clusters Score -118861.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118879.789062 Penalty: 3598.773438
	Iteration 21Q: 3 clusters Score -118879.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118920.828125 Penalty: 3598.773438
	Iteration 22Q: 3 clusters Score -118920.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119005.179688 Penalty: 3598.773438
	Iteration 23Q: 3 clusters Score -119005.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119229.781250 Penalty: 3598.773438
	Iteration 24Q: 3 clusters Score -119229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119248.015625 Penalty: 3598.773438
	Iteration 25Q: 3 clusters Score -119248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -119252.156250 Penalty: 3598.773438
	Iteration 26Q: 3 clusters Score -119252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119253.421875 Penalty: 3598.773438
	Iteration 27Q: 3 clusters Score -119253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119253.421875 Penalty: 3598.773438
	Iteration 28F: 3 clusters Score -119253.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -309209.250000 Penalty: 2020.599121
	Iteration 0F: 2 clusters Score -309209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -305673.843750 Penalty: 4041.198242
	Iteration 0F: 3 clusters Score -305673.8 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -306462.968750 Penalty: 4041.198242
	Iteration 1F: 3 clusters Score -306463 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -306650.125000 Penalty: 4041.198242
	Iteration 2F: 3 clusters Score -306650.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -306770.406250 Penalty: 4041.198242
	Iteration 3Q: 3 clusters Score -306770.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -306885.750000 Penalty: 4041.198242
	Iteration 4Q: 3 clusters Score -306885.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -306983.906250 Penalty: 4041.198242
	Iteration 5Q: 3 clusters Score -306983.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -307066.781250 Penalty: 4041.198242
	Iteration 6Q: 3 clusters Score -307066.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -307165.625000 Penalty: 4041.198242
	Iteration 7Q: 3 clusters Score -307165.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -307245.531250 Penalty: 4041.198242
	Iteration 8Q: 3 clusters Score -307245.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -307324.812500 Penalty: 4041.198242
	Iteration 9Q: 3 clusters Score -307324.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -307425.375000 Penalty: 4041.198242
	Iteration 10Q: 3 clusters Score -307425.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -307522.156250 Penalty: 4041.198242
	Iteration 11Q: 3 clusters Score -307522.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -307622.062500 Penalty: 4041.198242
	Iteration 12Q: 3 clusters Score -307622.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -307711.187500 Penalty: 4041.198242
	Iteration 13Q: 3 clusters Score -307711.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -307766.187500 Penalty: 4041.198242
	Iteration 14Q: 3 clusters Score -307766.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -307804.437500 Penalty: 4041.198242
	Iteration 15Q: 3 clusters Score -307804.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -307841.218750 Penalty: 4041.198242
	Iteration 16Q: 3 clusters Score -307841.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -307868.781250 Penalty: 4041.198242
	Iteration 17Q: 3 clusters Score -307868.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -307886.875000 Penalty: 4041.198242
	Iteration 18Q: 3 clusters Score -307886.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -307900.062500 Penalty: 4041.198242
	Iteration 19Q: 3 clusters Score -307900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -307909.875000 Penalty: 4041.198242
	Iteration 20F: 3 clusters Score -307909.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -307915.125000 Penalty: 4041.198242
	Iteration 21Q: 3 clusters Score -307915.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -307924.062500 Penalty: 4041.198242
	Iteration 22Q: 3 clusters Score -307924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -307927.500000 Penalty: 4041.198242
	Iteration 23Q: 3 clusters Score -307927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -307930.406250 Penalty: 4041.198242
	Iteration 24Q: 3 clusters Score -307930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -307932.218750 Penalty: 4041.198242
	Iteration 25Q: 3 clusters Score -307932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -307933.187500 Penalty: 4041.198242
	Iteration 26Q: 3 clusters Score -307933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -307933.375000 Penalty: 4041.198242
	Iteration 27Q: 3 clusters Score -307933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -307934.312500 Penalty: 4041.198242
	Iteration 28Q: 3 clusters Score -307934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -307935.718750 Penalty: 4041.198242
	Iteration 29Q: 3 clusters Score -307935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -307936.406250 Penalty: 4041.198242
	Iteration 30Q: 3 clusters Score -307936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -307936.156250 Penalty: 4041.198242
	Iteration 31Q: 3 clusters Score -307936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -307936.156250 Penalty: 4041.198242
	Iteration 32F: 3 clusters Score -307936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Entering Unmasked Estep 
Score: -2147903.000000 Penalty: 2502.979980
	Iteration 0F: 2 clusters Score -2147903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2131075.750000 Penalty: 5005.959961
	Iteration 0F: 3 clusters Score -2131076 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2136989.250000 Penalty: 5005.959961
	Iteration 1F: 3 clusters Score -2136989 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2137476.250000 Penalty: 5005.959961
	Iteration 2F: 3 clusters Score -2137476 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2137903.500000 Penalty: 5005.959961
	Iteration 3Q: 3 clusters Score -2137904 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2138297.500000 Penalty: 5005.959961
	Iteration 4Q: 3 clusters Score -2138298 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2138707.250000 Penalty: 5005.959961
	Iteration 5Q: 3 clusters Score -2138707 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2139173.500000 Penalty: 5005.959961
	Iteration 6Q: 3 clusters Score -2139174 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2139766.500000 Penalty: 5005.959961
	Iteration 7Q: 3 clusters Score -2139766 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2140549.750000 Penalty: 5005.959961
	Iteration 8F: 3 clusters Score -2140550 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2141499.750000 Penalty: 5005.959961
	Iteration 9F: 3 clusters Score -2141500 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2142521.000000 Penalty: 5005.959961
	Iteration 10F: 3 clusters Score -2142521 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2143495.500000 Penalty: 5005.959961
	Iteration 11F: 3 clusters Score -2143496 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2144280.000000 Penalty: 5005.959961
	Iteration 12Q: 3 clusters Score -2144280 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2144833.500000 Penalty: 5005.959961
	Iteration 13Q: 3 clusters Score -2144834 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2145184.750000 Penalty: 5005.959961
	Iteration 14Q: 3 clusters Score -2145185 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2145400.250000 Penalty: 5005.959961
	Iteration 15Q: 3 clusters Score -2145400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2145553.500000 Penalty: 5005.959961
	Iteration 16Q: 3 clusters Score -2145554 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2145677.750000 Penalty: 5005.959961
	Iteration 17Q: 3 clusters Score -2145678 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2145742.250000 Penalty: 5005.959961
	Iteration 18Q: 3 clusters Score -2145742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -2145782.500000 Penalty: 5005.959961
	Iteration 19Q: 3 clusters Score -2145782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2145810.250000 Penalty: 5005.959961
	Iteration 20F: 3 clusters Score -2145810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2145830.250000 Penalty: 5005.959961
	Iteration 21Q: 3 clusters Score -2145830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2145853.250000 Penalty: 5005.959961
	Iteration 22Q: 3 clusters Score -2145853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2145864.250000 Penalty: 5005.959961
	Iteration 23Q: 3 clusters Score -2145864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2145867.500000 Penalty: 5005.959961
	Iteration 24Q: 3 clusters Score -2145868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2145867.500000 Penalty: 5005.959961
	Iteration 25Q: 3 clusters Score -2145868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2145867.000000 Penalty: 5005.959961
	Iteration 26Q: 3 clusters Score -2145867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2145872.750000 Penalty: 5005.959961
	Iteration 27Q: 3 clusters Score -2145873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -2145875.500000 Penalty: 5005.959961
	Iteration 28Q: 3 clusters Score -2145876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2145880.000000 Penalty: 5005.959961
	Iteration 29Q: 3 clusters Score -2145880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2145876.000000 Penalty: 5005.959961
	Iteration 30Q: 3 clusters Score -2145876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2145879.750000 Penalty: 5005.959961
	Iteration 31Q: 3 clusters Score -2145880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2145883.500000 Penalty: 5005.959961
	Iteration 32Q: 3 clusters Score -2145884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2145883.250000 Penalty: 5005.959961
	Iteration 33Q: 3 clusters Score -2145883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -2145881.750000 Penalty: 5005.959961
	Iteration 34Q: 3 clusters Score -2145882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2145884.000000 Penalty: 5005.959961
	Iteration 35Q: 3 clusters Score -2145884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2145887.000000 Penalty: 5005.959961
	Iteration 36Q: 3 clusters Score -2145887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2145891.500000 Penalty: 5005.959961
	Iteration 37Q: 3 clusters Score -2145892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2145895.750000 Penalty: 5005.959961
	Iteration 38Q: 3 clusters Score -2145896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2145900.500000 Penalty: 5005.959961
	Iteration 39Q: 3 clusters Score -2145900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2145898.250000 Penalty: 5005.959961
	Iteration 40F: 3 clusters Score -2145898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2145907.000000 Penalty: 5005.959961
	Iteration 41Q: 3 clusters Score -2145907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2145908.250000 Penalty: 5005.959961
	Iteration 42Q: 3 clusters Score -2145908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2145910.750000 Penalty: 5005.959961
	Iteration 43Q: 3 clusters Score -2145911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2145910.750000 Penalty: 5005.959961
	Iteration 44F: 3 clusters Score -2145911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (259575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259575 members 
Entering Unmasked Estep 
Score: -23570416.000000 Penalty: 3091.766602
	Iteration 0F: 2 clusters Score -2.357042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -23396028.000000 Penalty: 6183.533203
	Iteration 0F: 3 clusters Score -2.339603e+07 nChanged 125487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -23469386.000000 Penalty: 6183.533203
	Iteration 1F: 3 clusters Score -2.346939e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 132566 members 
Entering Unmasked Estep 
Score: -23470898.000000 Penalty: 6183.533203
	Iteration 2Q: 3 clusters Score -2.34709e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 133650 members 
Entering Unmasked Estep 
Score: -23472806.000000 Penalty: 6183.533203
	Iteration 3Q: 3 clusters Score -2.347281e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -23474986.000000 Penalty: 6183.533203
	Iteration 4Q: 3 clusters Score -2.347499e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122406 members 
Mstep: Class 2 contains 137169 members 
Entering Unmasked Estep 
Score: -23477852.000000 Penalty: 6183.533203
	Iteration 5Q: 3 clusters Score -2.347785e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119562 members 
Mstep: Class 2 contains 140013 members 
Entering Unmasked Estep 
Score: -23481644.000000 Penalty: 6183.533203
	Iteration 6Q: 3 clusters Score -2.348164e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 144005 members 
Entering Unmasked Estep 
Score: -23486246.000000 Penalty: 6183.533203
	Iteration 7Q: 3 clusters Score -2.348625e+07 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 149520 members 
Entering Unmasked Estep 
Score: -23491188.000000 Penalty: 6183.533203
	Iteration 8Q: 3 clusters Score -2.349119e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 156947 members 
Entering Unmasked Estep 
Score: -23497034.000000 Penalty: 6183.533203
	Iteration 9Q: 3 clusters Score -2.349703e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92830 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -23503502.000000 Penalty: 6183.533203
	Iteration 10Q: 3 clusters Score -2.35035e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -23511316.000000 Penalty: 6183.533203
	Iteration 11F: 3 clusters Score -2.351132e+07 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 193683 members 
Entering Unmasked Estep 
Score: -23520860.000000 Penalty: 6183.533203
	Iteration 12F: 3 clusters Score -2.352086e+07 nChanged 15759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 209418 members 
Entering Unmasked Estep 
Score: -23531824.000000 Penalty: 6183.533203
	Iteration 13F: 3 clusters Score -2.353182e+07 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 224832 members 
Entering Unmasked Estep 
Score: -23543100.000000 Penalty: 6183.533203
	Iteration 14F: 3 clusters Score -2.35431e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 237887 members 
Entering Unmasked Estep 
Score: -23552714.000000 Penalty: 6183.533203
	Iteration 15F: 3 clusters Score -2.355271e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 247065 members 
Entering Unmasked Estep 
Score: -23559572.000000 Penalty: 6183.533203
	Iteration 16Q: 3 clusters Score -2.355957e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 252703 members 
Entering Unmasked Estep 
Score: -23563438.000000 Penalty: 6183.533203
	Iteration 17Q: 3 clusters Score -2.356344e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 255695 members 
Entering Unmasked Estep 
Score: -23565686.000000 Penalty: 6183.533203
	Iteration 18Q: 3 clusters Score -2.356569e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 257183 members 
Entering Unmasked Estep 
Score: -23566704.000000 Penalty: 6183.533203
	Iteration 19Q: 3 clusters Score -2.35667e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 257872 members 
Entering Unmasked Estep 
Score: -23567258.000000 Penalty: 6183.533203
	Iteration 20F: 3 clusters Score -2.356726e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 258232 members 
Entering Unmasked Estep 
Score: -23567516.000000 Penalty: 6183.533203
	Iteration 21Q: 3 clusters Score -2.356752e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 258439 members 
Entering Unmasked Estep 
Score: -23567754.000000 Penalty: 6183.533203
	Iteration 22Q: 3 clusters Score -2.356775e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 258557 members 
Entering Unmasked Estep 
Score: -23567958.000000 Penalty: 6183.533203
	Iteration 23Q: 3 clusters Score -2.356796e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 258601 members 
Entering Unmasked Estep 
Score: -23568080.000000 Penalty: 6183.533203
	Iteration 24Q: 3 clusters Score -2.356808e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 258617 members 
Entering Unmasked Estep 
Score: -23568188.000000 Penalty: 6183.533203
	Iteration 25Q: 3 clusters Score -2.356819e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 258606 members 
Entering Unmasked Estep 
Score: -23568236.000000 Penalty: 6183.533203
	Iteration 26Q: 3 clusters Score -2.356824e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 258599 members 
Entering Unmasked Estep 
Score: -23568258.000000 Penalty: 6183.533203
	Iteration 27Q: 3 clusters Score -2.356826e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 258593 members 
Entering Unmasked Estep 
Score: -23568308.000000 Penalty: 6183.533203
	Iteration 28Q: 3 clusters Score -2.356831e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 258578 members 
Entering Unmasked Estep 
Score: -23568330.000000 Penalty: 6183.533203
	Iteration 29Q: 3 clusters Score -2.356833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 258568 members 
Entering Unmasked Estep 
Score: -23568326.000000 Penalty: 6183.533203
	Iteration 30Q: 3 clusters Score -2.356833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 258564 members 
Entering Unmasked Estep 
Score: -23568366.000000 Penalty: 6183.533203
	Iteration 31Q: 3 clusters Score -2.356837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 258553 members 
Entering Unmasked Estep 
Score: -23568368.000000 Penalty: 6183.533203
	Iteration 32Q: 3 clusters Score -2.356837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 258547 members 
Entering Unmasked Estep 
Score: -23568388.000000 Penalty: 6183.533203
	Iteration 33Q: 3 clusters Score -2.356839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 258541 members 
Entering Unmasked Estep 
Score: -23568398.000000 Penalty: 6183.533203
	Iteration 34Q: 3 clusters Score -2.35684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 258533 members 
Entering Unmasked Estep 
Score: -23568398.000000 Penalty: 6183.533203
	Iteration 35Q: 3 clusters Score -2.35684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 258528 members 
Entering Unmasked Estep 
Score: -23568398.000000 Penalty: 6183.533203
	Iteration 36Q: 3 clusters Score -2.35684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 258526 members 
Entering Unmasked Estep 
Score: -23568396.000000 Penalty: 6183.533203
	Iteration 37Q: 3 clusters Score -2.35684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 258532 members 
Entering Unmasked Estep 
Score: -23568404.000000 Penalty: 6183.533203
	Iteration 38Q: 3 clusters Score -2.35684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 258535 members 
Entering Unmasked Estep 
Score: -23568390.000000 Penalty: 6183.533203
	Iteration 39Q: 3 clusters Score -2.356839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 258533 members 
Entering Unmasked Estep 
Score: -23568394.000000 Penalty: 6183.533203
	Iteration 40F: 3 clusters Score -2.356839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 258524 members 
Entering Unmasked Estep 
Score: -23568416.000000 Penalty: 6183.533203
	Iteration 41Q: 3 clusters Score -2.356842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 258521 members 
Entering Unmasked Estep 
Score: -23568430.000000 Penalty: 6183.533203
	Iteration 42Q: 3 clusters Score -2.356843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 258516 members 
Entering Unmasked Estep 
Score: -23568422.000000 Penalty: 6183.533203
	Iteration 43Q: 3 clusters Score -2.356842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 258512 members 
Entering Unmasked Estep 
Score: -23568434.000000 Penalty: 6183.533203
	Iteration 44Q: 3 clusters Score -2.356843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 258508 members 
Entering Unmasked Estep 
Score: -23568436.000000 Penalty: 6183.533203
	Iteration 45Q: 3 clusters Score -2.356844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 258504 members 
Entering Unmasked Estep 
Score: -23568428.000000 Penalty: 6183.533203
	Iteration 46Q: 3 clusters Score -2.356843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 258501 members 
Entering Unmasked Estep 
Score: -23568428.000000 Penalty: 6183.533203
	Iteration 47Q: 3 clusters Score -2.356843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 258501 members 
Entering Unmasked Estep 
Score: -23568424.000000 Penalty: 6183.533203
	Iteration 48Q: 3 clusters Score -2.356842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 258499 members 
Entering Unmasked Estep 
Score: -23568434.000000 Penalty: 6183.533203
	Iteration 49Q: 3 clusters Score -2.356843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 258497 members 
Entering Unmasked Estep 
Score: -23568442.000000 Penalty: 6183.533203
	Iteration 50Q: 3 clusters Score -2.356844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 258498 members 
Entering Unmasked Estep 
Score: -23568434.000000 Penalty: 6183.533203
	Iteration 51Q: 3 clusters Score -2.356843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 258497 members 
Entering Unmasked Estep 
Score: -23568436.000000 Penalty: 6183.533203
	Iteration 52Q: 3 clusters Score -2.356844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 258496 members 
Entering Unmasked Estep 
Score: -23568436.000000 Penalty: 6183.533203
	Iteration 53Q: 3 clusters Score -2.356844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 258495 members 
Entering Unmasked Estep 
Score: -23568432.000000 Penalty: 6183.533203
	Iteration 54Q: 3 clusters Score -2.356843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 258494 members 
Entering Unmasked Estep 
Score: -23568424.000000 Penalty: 6183.533203
	Iteration 55Q: 3 clusters Score -2.356842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 258494 members 
Entering Unmasked Estep 
Score: -23568436.000000 Penalty: 6183.533203
	Iteration 56Q: 3 clusters Score -2.356844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 258491 members 
Entering Unmasked Estep 
Score: -23568424.000000 Penalty: 6183.533203
	Iteration 57Q: 3 clusters Score -2.356842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 258486 members 
Entering Unmasked Estep 
Score: -23568436.000000 Penalty: 6183.533203
	Iteration 58Q: 3 clusters Score -2.356844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 258480 members 
Entering Unmasked Estep 
Score: -23568448.000000 Penalty: 6183.533203
	Iteration 59Q: 3 clusters Score -2.356845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 258473 members 
Entering Unmasked Estep 
Score: -23568450.000000 Penalty: 6183.533203
	Iteration 60F: 3 clusters Score -2.356845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 258469 members 
Entering Unmasked Estep 
Score: -23568466.000000 Penalty: 6183.533203
	Iteration 61Q: 3 clusters Score -2.356847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 258465 members 
Entering Unmasked Estep 
Score: -23568464.000000 Penalty: 6183.533203
	Iteration 62Q: 3 clusters Score -2.356846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 258464 members 
Entering Unmasked Estep 
Score: -23568456.000000 Penalty: 6183.533203
	Iteration 63Q: 3 clusters Score -2.356846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 258460 members 
Entering Unmasked Estep 
Score: -23568466.000000 Penalty: 6183.533203
	Iteration 64Q: 3 clusters Score -2.356847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 258454 members 
Entering Unmasked Estep 
Score: -23568454.000000 Penalty: 6183.533203
	Iteration 65Q: 3 clusters Score -2.356845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 258450 members 
Entering Unmasked Estep 
Score: -23568458.000000 Penalty: 6183.533203
	Iteration 66Q: 3 clusters Score -2.356846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 258449 members 
Entering Unmasked Estep 
Score: -23568456.000000 Penalty: 6183.533203
	Iteration 67Q: 3 clusters Score -2.356846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 258447 members 
Entering Unmasked Estep 
Score: -23568446.000000 Penalty: 6183.533203
	Iteration 68Q: 3 clusters Score -2.356845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 258446 members 
Entering Unmasked Estep 
Score: -23568462.000000 Penalty: 6183.533203
	Iteration 69Q: 3 clusters Score -2.356846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 258445 members 
Entering Unmasked Estep 
Score: -23568468.000000 Penalty: 6183.533203
	Iteration 70Q: 3 clusters Score -2.356847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 258445 members 
Entering Unmasked Estep 
Score: -23568468.000000 Penalty: 6183.533203
	Iteration 71F: 3 clusters Score -2.356847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -85251.500000 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -85251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83299.445312 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -83299.45 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83609.593750 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -83609.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83724.437500 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -83724.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83805.937500 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -83805.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -83836.734375 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -83836.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83875.273438 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -83875.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83927.031250 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -83927.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -84003.164062 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -84003.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84108.578125 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -84108.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84194.703125 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -84194.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84246.468750 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -84246.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84284.960938 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -84284.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84320.984375 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -84320.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84348.718750 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -84348.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84361.140625 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -84361.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84373.492188 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -84373.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84382.156250 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -84382.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84389.226562 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -84389.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84391.835938 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -84391.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84396.039062 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -84396.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84402.023438 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -84402.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84410.367188 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -84410.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84415.585938 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -84415.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84418.031250 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -84418.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84419.484375 Penalty: 3428.226807
	Iteration 24Q: 3 clusters Score -84419.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84421.937500 Penalty: 3428.226807
	Iteration 25Q: 3 clusters Score -84421.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84421.937500 Penalty: 3428.226807
	Iteration 26F: 3 clusters Score -84421.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15393.962891 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -15393.96 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 115 members 
Entering Unmasked Estep 
Score: -14236.127930 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -14236.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14371.269531 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -14371.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14417.688477 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -14417.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14428.537109 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -14428.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14457.121094 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -14457.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14515.047852 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -14515.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14577.004883 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -14577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14626.624023 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -14626.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14632.588867 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -14632.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14646.046875 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -14646.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14688.443359 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -14688.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14765.447266 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -14765.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14780.607422 Penalty: 2688.585449
	Iteration 12Q: 3 clusters Score -14780.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14783.498047 Penalty: 2688.585449
	Iteration 13Q: 3 clusters Score -14783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14785.358398 Penalty: 2688.585449
	Iteration 14Q: 3 clusters Score -14785.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14785.358398 Penalty: 2688.585449
	Iteration 15F: 3 clusters Score -14785.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -88281.101562 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -88281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86286.898438 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -86286.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86626.296875 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -86626.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -86749.007812 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -86749.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -86819.992188 Penalty: 3462.578857
	Iteration 3Q: 3 clusters Score -86819.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86932.398438 Penalty: 3462.578857
	Iteration 4Q: 3 clusters Score -86932.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -87160.820312 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -87160.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87445.898438 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -87445.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -87572.484375 Penalty: 3462.578857
	Iteration 7F: 3 clusters Score -87572.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -87645.179688 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -87645.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -87699.867188 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -87699.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87755.062500 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -87755.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -87780.718750 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -87780.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -87794.031250 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -87794.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -87808.648438 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -87808.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87829.304688 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -87829.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87843.500000 Penalty: 3462.578857
	Iteration 15Q: 3 clusters Score -87843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -87851.835938 Penalty: 3462.578857
	Iteration 16Q: 3 clusters Score -87851.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -87863.601562 Penalty: 3462.578857
	Iteration 17Q: 3 clusters Score -87863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -87871.195312 Penalty: 3462.578857
	Iteration 18Q: 3 clusters Score -87871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -87879.578125 Penalty: 3462.578857
	Iteration 19Q: 3 clusters Score -87879.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -87882.359375 Penalty: 3462.578857
	Iteration 20F: 3 clusters Score -87882.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -87884.437500 Penalty: 3462.578857
	Iteration 21Q: 3 clusters Score -87884.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -87889.140625 Penalty: 3462.578857
	Iteration 22Q: 3 clusters Score -87889.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -87892.507812 Penalty: 3462.578857
	Iteration 23Q: 3 clusters Score -87892.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -87895.101562 Penalty: 3462.578857
	Iteration 24Q: 3 clusters Score -87895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -87900.000000 Penalty: 3462.578857
	Iteration 25Q: 3 clusters Score -87900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87904.445312 Penalty: 3462.578857
	Iteration 26Q: 3 clusters Score -87904.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87912.914062 Penalty: 3462.578857
	Iteration 27Q: 3 clusters Score -87912.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -87915.812500 Penalty: 3462.578857
	Iteration 28Q: 3 clusters Score -87915.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -87916.031250 Penalty: 3462.578857
	Iteration 29Q: 3 clusters Score -87916.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -87918.109375 Penalty: 3462.578857
	Iteration 30Q: 3 clusters Score -87918.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -87921.070312 Penalty: 3462.578857
	Iteration 31Q: 3 clusters Score -87921.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -87931.843750 Penalty: 3462.578857
	Iteration 32Q: 3 clusters Score -87931.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87946.023438 Penalty: 3462.578857
	Iteration 33Q: 3 clusters Score -87946.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -87957.140625 Penalty: 3462.578857
	Iteration 34Q: 3 clusters Score -87957.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -87971.195312 Penalty: 3462.578857
	Iteration 35Q: 3 clusters Score -87971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -87983.476562 Penalty: 3462.578857
	Iteration 36Q: 3 clusters Score -87983.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -87998.109375 Penalty: 3462.578857
	Iteration 37Q: 3 clusters Score -87998.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88006.687500 Penalty: 3462.578857
	Iteration 38Q: 3 clusters Score -88006.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -88015.648438 Penalty: 3462.578857
	Iteration 39Q: 3 clusters Score -88015.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -88031.867188 Penalty: 3462.578857
	Iteration 40F: 3 clusters Score -88031.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -88051.000000 Penalty: 3462.578857
	Iteration 41Q: 3 clusters Score -88051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -88071.054688 Penalty: 3462.578857
	Iteration 42Q: 3 clusters Score -88071.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88090.000000 Penalty: 3462.578857
	Iteration 43Q: 3 clusters Score -88090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88097.468750 Penalty: 3462.578857
	Iteration 44Q: 3 clusters Score -88097.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -88101.359375 Penalty: 3462.578857
	Iteration 45Q: 3 clusters Score -88101.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -88104.210938 Penalty: 3462.578857
	Iteration 46Q: 3 clusters Score -88104.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -88108.054688 Penalty: 3462.578857
	Iteration 47Q: 3 clusters Score -88108.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88109.164062 Penalty: 3462.578857
	Iteration 48Q: 3 clusters Score -88109.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88110.750000 Penalty: 3462.578857
	Iteration 49Q: 3 clusters Score -88110.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88110.750000 Penalty: 3462.578857
	Iteration 50F: 3 clusters Score -88110.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9602 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155344 members 
Mstep: Class 14 contains 40282 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259575 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623624.000000 Penalty: 82531.210938
Iteration 199Q: 25 clusters Score -9.362362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9602 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3471 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155342 members 
Mstep: Class 14 contains 40282 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259591 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623656.000000 Penalty: 82531.210938
Iteration 200F: 25 clusters Score -9.362366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435459 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9602 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3459 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155344 members 
Mstep: Class 14 contains 40281 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259602 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623688.000000 Penalty: 82531.210938
Iteration 201Q: 25 clusters Score -9.362369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435459 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3448 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155344 members 
Mstep: Class 14 contains 40277 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259617 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623720.000000 Penalty: 82531.210938
Iteration 202Q: 25 clusters Score -9.362372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435459 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11314 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3443 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155344 members 
Mstep: Class 14 contains 40273 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259626 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623704.000000 Penalty: 82531.210938
Iteration 203Q: 25 clusters Score -9.36237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3430 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155343 members 
Mstep: Class 14 contains 40271 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259641 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623608.000000 Penalty: 82531.210938
Iteration 204Q: 25 clusters Score -9.362361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155343 members 
Mstep: Class 14 contains 40269 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259655 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623608.000000 Penalty: 82531.210938
Iteration 205Q: 25 clusters Score -9.362361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3410 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155344 members 
Mstep: Class 14 contains 40265 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24167 members 
Mstep: Class 21 contains 259667 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623608.000000 Penalty: 82531.210938
Iteration 206Q: 25 clusters Score -9.362361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3404 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155343 members 
Mstep: Class 14 contains 40265 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24167 members 
Mstep: Class 21 contains 259676 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623624.000000 Penalty: 82531.210938
Iteration 207Q: 25 clusters Score -9.362362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155343 members 
Mstep: Class 14 contains 40263 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259683 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623664.000000 Penalty: 82531.210938
Iteration 208Q: 25 clusters Score -9.362366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435456 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3397 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155342 members 
Mstep: Class 14 contains 40263 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259687 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623568.000000 Penalty: 82531.210938
Iteration 209Q: 25 clusters Score -9.362357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435457 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155339 members 
Mstep: Class 14 contains 40263 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259692 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623560.000000 Penalty: 82531.210938
Iteration 210Q: 25 clusters Score -9.362356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9605 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155334 members 
Mstep: Class 14 contains 40267 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259696 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623552.000000 Penalty: 82531.210938
Iteration 211Q: 25 clusters Score -9.362355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9605 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155334 members 
Mstep: Class 14 contains 40267 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259704 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623536.000000 Penalty: 82531.210938
Iteration 212Q: 25 clusters Score -9.362354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435458 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155335 members 
Mstep: Class 14 contains 40265 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259710 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623536.000000 Penalty: 82531.210938
Iteration 213Q: 25 clusters Score -9.362354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435459 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9607 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155333 members 
Mstep: Class 14 contains 40265 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259710 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623560.000000 Penalty: 82531.210938
Iteration 214Q: 25 clusters Score -9.362356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435460 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11317 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9608 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155330 members 
Mstep: Class 14 contains 40263 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259713 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623552.000000 Penalty: 82531.210938
Iteration 215Q: 25 clusters Score -9.362355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435460 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11317 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155327 members 
Mstep: Class 14 contains 40258 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259724 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623584.000000 Penalty: 82531.210938
Iteration 216Q: 25 clusters Score -9.362358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435461 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155326 members 
Mstep: Class 14 contains 40254 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 259728 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623592.000000 Penalty: 82531.210938
Iteration 217Q: 25 clusters Score -9.362359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435461 members 
Mstep: Class 4 contains 14975 members 
Mstep: Class 5 contains 11320 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155327 members 
Mstep: Class 14 contains 40251 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24165 members 
Mstep: Class 21 contains 259731 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623600.000000 Penalty: 82531.210938
Iteration 218Q: 25 clusters Score -9.36236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435461 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155327 members 
Mstep: Class 14 contains 40246 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259732 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623600.000000 Penalty: 82531.210938
Iteration 219Q: 25 clusters Score -9.36236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435463 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3366 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 155330 members 
Mstep: Class 14 contains 40242 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259731 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623608.000000 Penalty: 82531.210938
Iteration 220F: 25 clusters Score -9.362361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435462 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 155328 members 
Mstep: Class 14 contains 40241 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259735 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623536.000000 Penalty: 82531.210938
Iteration 221Q: 25 clusters Score -9.362354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435462 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11324 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 155328 members 
Mstep: Class 14 contains 40235 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259743 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623560.000000 Penalty: 82531.210938
Iteration 222Q: 25 clusters Score -9.362356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435462 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155331 members 
Mstep: Class 14 contains 40224 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259748 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623584.000000 Penalty: 82531.210938
Iteration 223Q: 25 clusters Score -9.362358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435463 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155324 members 
Mstep: Class 14 contains 40223 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 259754 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623576.000000 Penalty: 82531.210938
Iteration 224Q: 25 clusters Score -9.362358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435463 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155324 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259755 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623560.000000 Penalty: 82531.210938
Iteration 225Q: 25 clusters Score -9.362356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435463 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24164 members 
Mstep: Class 21 contains 259756 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623544.000000 Penalty: 82531.210938
Iteration 226Q: 25 clusters Score -9.362354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24163 members 
Mstep: Class 21 contains 259756 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623544.000000 Penalty: 82531.210938
Iteration 227Q: 25 clusters Score -9.362354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623568.000000 Penalty: 82531.210938
Iteration 228Q: 25 clusters Score -9.362357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623568.000000 Penalty: 82531.210938
Iteration 229F: 25 clusters Score -9.362357e+07 nChanged 0
Entering ConstructFrom: 
Score: -93623568.000000 Penalty: 82531.210938
Entering ConstructFrom: 
Trying to split cluster 1 (18989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Entering Unmasked Estep 
Score: -1633640.125000 Penalty: 2443.200439
	Iteration 0F: 2 clusters Score -1633640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1620281.500000 Penalty: 4886.400879
	Iteration 0F: 3 clusters Score -1620282 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1624666.000000 Penalty: 4886.400879
	Iteration 1F: 3 clusters Score -1624666 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1625020.375000 Penalty: 4886.400879
	Iteration 2F: 3 clusters Score -1625020 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1625326.750000 Penalty: 4886.400879
	Iteration 3Q: 3 clusters Score -1625327 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1625599.000000 Penalty: 4886.400879
	Iteration 4Q: 3 clusters Score -1625599 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1625836.625000 Penalty: 4886.400879
	Iteration 5Q: 3 clusters Score -1625837 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1626078.250000 Penalty: 4886.400879
	Iteration 6Q: 3 clusters Score -1626078 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1626319.625000 Penalty: 4886.400879
	Iteration 7Q: 3 clusters Score -1626320 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1626625.500000 Penalty: 4886.400879
	Iteration 8Q: 3 clusters Score -1626626 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1627034.625000 Penalty: 4886.400879
	Iteration 9Q: 3 clusters Score -1627035 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1627624.625000 Penalty: 4886.400879
	Iteration 10Q: 3 clusters Score -1627625 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1628272.500000 Penalty: 4886.400879
	Iteration 11Q: 3 clusters Score -1628272 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1628925.750000 Penalty: 4886.400879
	Iteration 12Q: 3 clusters Score -1628926 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1629531.250000 Penalty: 4886.400879
	Iteration 13Q: 3 clusters Score -1629531 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1629946.250000 Penalty: 4886.400879
	Iteration 14Q: 3 clusters Score -1629946 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1630221.250000 Penalty: 4886.400879
	Iteration 15Q: 3 clusters Score -1630221 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1630384.625000 Penalty: 4886.400879
	Iteration 16Q: 3 clusters Score -1630385 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1630488.375000 Penalty: 4886.400879
	Iteration 17Q: 3 clusters Score -1630488 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1630557.875000 Penalty: 4886.400879
	Iteration 18Q: 3 clusters Score -1630558 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1630614.625000 Penalty: 4886.400879
	Iteration 19Q: 3 clusters Score -1630615 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1630648.875000 Penalty: 4886.400879
	Iteration 20F: 3 clusters Score -1630649 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1630700.500000 Penalty: 4886.400879
	Iteration 21Q: 3 clusters Score -1630700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1630742.125000 Penalty: 4886.400879
	Iteration 22Q: 3 clusters Score -1630742 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1630794.500000 Penalty: 4886.400879
	Iteration 23Q: 3 clusters Score -1630794 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1630846.750000 Penalty: 4886.400879
	Iteration 24Q: 3 clusters Score -1630847 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1630900.750000 Penalty: 4886.400879
	Iteration 25Q: 3 clusters Score -1630901 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1630954.500000 Penalty: 4886.400879
	Iteration 26Q: 3 clusters Score -1630954 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1631023.375000 Penalty: 4886.400879
	Iteration 27Q: 3 clusters Score -1631023 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1631103.500000 Penalty: 4886.400879
	Iteration 28Q: 3 clusters Score -1631104 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1631178.625000 Penalty: 4886.400879
	Iteration 29Q: 3 clusters Score -1631179 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1631288.000000 Penalty: 4886.400879
	Iteration 30Q: 3 clusters Score -1631288 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1631418.250000 Penalty: 4886.400879
	Iteration 31Q: 3 clusters Score -1631418 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1631562.125000 Penalty: 4886.400879
	Iteration 32Q: 3 clusters Score -1631562 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1631752.125000 Penalty: 4886.400879
	Iteration 33Q: 3 clusters Score -1631752 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1631969.750000 Penalty: 4886.400879
	Iteration 34Q: 3 clusters Score -1631970 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1632175.875000 Penalty: 4886.400879
	Iteration 35Q: 3 clusters Score -1632176 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1632356.750000 Penalty: 4886.400879
	Iteration 36Q: 3 clusters Score -1632357 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1632507.000000 Penalty: 4886.400879
	Iteration 37Q: 3 clusters Score -1632507 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1632622.875000 Penalty: 4886.400879
	Iteration 38Q: 3 clusters Score -1632623 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1632719.625000 Penalty: 4886.400879
	Iteration 39Q: 3 clusters Score -1632720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1632782.125000 Penalty: 4886.400879
	Iteration 40F: 3 clusters Score -1632782 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1632826.375000 Penalty: 4886.400879
	Iteration 41Q: 3 clusters Score -1632826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1632856.625000 Penalty: 4886.400879
	Iteration 42Q: 3 clusters Score -1632857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1632882.500000 Penalty: 4886.400879
	Iteration 43Q: 3 clusters Score -1632882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1632911.375000 Penalty: 4886.400879
	Iteration 44Q: 3 clusters Score -1632911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1632925.250000 Penalty: 4886.400879
	Iteration 45Q: 3 clusters Score -1632925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1632941.500000 Penalty: 4886.400879
	Iteration 46Q: 3 clusters Score -1632942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1632953.375000 Penalty: 4886.400879
	Iteration 47Q: 3 clusters Score -1632953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1632954.250000 Penalty: 4886.400879
	Iteration 48Q: 3 clusters Score -1632954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1632968.250000 Penalty: 4886.400879
	Iteration 49Q: 3 clusters Score -1632968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1632976.750000 Penalty: 4886.400879
	Iteration 50Q: 3 clusters Score -1632977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1632976.875000 Penalty: 4886.400879
	Iteration 51Q: 3 clusters Score -1632977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1632981.625000 Penalty: 4886.400879
	Iteration 52Q: 3 clusters Score -1632982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1632986.750000 Penalty: 4886.400879
	Iteration 53Q: 3 clusters Score -1632987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1632991.875000 Penalty: 4886.400879
	Iteration 54Q: 3 clusters Score -1632992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1632994.250000 Penalty: 4886.400879
	Iteration 55Q: 3 clusters Score -1632994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1632993.875000 Penalty: 4886.400879
	Iteration 56Q: 3 clusters Score -1632994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1632995.750000 Penalty: 4886.400879
	Iteration 57Q: 3 clusters Score -1632996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1632996.875000 Penalty: 4886.400879
	Iteration 58Q: 3 clusters Score -1632997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1632999.625000 Penalty: 4886.400879
	Iteration 59Q: 3 clusters Score -1633000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1633002.500000 Penalty: 4886.400879
	Iteration 60F: 3 clusters Score -1633002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1633004.500000 Penalty: 4886.400879
	Iteration 61Q: 3 clusters Score -1633004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1633006.000000 Penalty: 4886.400879
	Iteration 62Q: 3 clusters Score -1633006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1633005.375000 Penalty: 4886.400879
	Iteration 63Q: 3 clusters Score -1633005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1633005.125000 Penalty: 4886.400879
	Iteration 64Q: 3 clusters Score -1633005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1633006.250000 Penalty: 4886.400879
	Iteration 65Q: 3 clusters Score -1633006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1633004.125000 Penalty: 4886.400879
	Iteration 66Q: 3 clusters Score -1633004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1633005.625000 Penalty: 4886.400879
	Iteration 67Q: 3 clusters Score -1633006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1633005.625000 Penalty: 4886.400879
	Iteration 68F: 3 clusters Score -1633006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -34307.074219 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -34307.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32927.695312 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -32927.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33172.320312 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -33172.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33340.511719 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -33340.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33428.023438 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -33428.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33523.984375 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -33523.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33620.851562 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -33620.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33722.859375 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -33722.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33856.078125 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -33856.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34010.839844 Penalty: 3061.163330
	Iteration 8F: 3 clusters Score -34010.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34133.816406 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -34133.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34229.539062 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -34229.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34322.406250 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -34322.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34509.941406 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -34509.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34553.351562 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -34553.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34601.824219 Penalty: 3061.163330
	Iteration 14Q: 3 clusters Score -34601.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34644.820312 Penalty: 3061.163330
	Iteration 15Q: 3 clusters Score -34644.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34647.636719 Penalty: 3061.163330
	Iteration 16Q: 3 clusters Score -34647.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34648.031250 Penalty: 3061.163330
	Iteration 17F: 3 clusters Score -34648.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34655.847656 Penalty: 3061.163330
	Iteration 18Q: 3 clusters Score -34655.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34660.417969 Penalty: 3061.163330
	Iteration 19Q: 3 clusters Score -34660.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34660.417969 Penalty: 3061.163330
	Iteration 20F: 3 clusters Score -34660.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 205 members 
Entering Unmasked Estep 
Score: -93622040.000000 Penalty: 85970.007812
Splitting cluster 2 changes total score from -93623568.000000 to -93622040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (435464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435464 members 
Entering Unmasked Estep 
Score: -40038620.000000 Penalty: 3220.073486
	Iteration 0F: 2 clusters Score -4.003862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217645 members 
Mstep: Class 2 contains 217819 members 
Entering Unmasked Estep 
Score: -39744892.000000 Penalty: 6440.146973
	Iteration 0F: 3 clusters Score -3.974489e+07 nChanged 212763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220624 members 
Mstep: Class 2 contains 214840 members 
Entering Unmasked Estep 
Score: -39871744.000000 Penalty: 6440.146973
	Iteration 1F: 3 clusters Score -3.987174e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223075 members 
Mstep: Class 2 contains 212389 members 
Entering Unmasked Estep 
Score: -39874424.000000 Penalty: 6440.146973
	Iteration 2Q: 3 clusters Score -3.987442e+07 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227188 members 
Mstep: Class 2 contains 208276 members 
Entering Unmasked Estep 
Score: -39878832.000000 Penalty: 6440.146973
	Iteration 3Q: 3 clusters Score -3.987883e+07 nChanged 18216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233812 members 
Mstep: Class 2 contains 201652 members 
Entering Unmasked Estep 
Score: -39885372.000000 Penalty: 6440.146973
	Iteration 4Q: 3 clusters Score -3.988537e+07 nChanged 22667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243245 members 
Mstep: Class 2 contains 192219 members 
Entering Unmasked Estep 
Score: -39895968.000000 Penalty: 6440.146973
	Iteration 5F: 3 clusters Score -3.989597e+07 nChanged 26799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255634 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -39910048.000000 Penalty: 6440.146973
	Iteration 6F: 3 clusters Score -3.991005e+07 nChanged 29051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270169 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -39926544.000000 Penalty: 6440.146973
	Iteration 7F: 3 clusters Score -3.992654e+07 nChanged 27480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285065 members 
Mstep: Class 2 contains 150399 members 
Entering Unmasked Estep 
Score: -39940456.000000 Penalty: 6440.146973
	Iteration 8F: 3 clusters Score -3.994046e+07 nChanged 23416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299661 members 
Mstep: Class 2 contains 135803 members 
Entering Unmasked Estep 
Score: -39950940.000000 Penalty: 6440.146973
	Iteration 9F: 3 clusters Score -3.995094e+07 nChanged 18823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313790 members 
Mstep: Class 2 contains 121674 members 
Entering Unmasked Estep 
Score: -39958600.000000 Penalty: 6440.146973
	Iteration 10Q: 3 clusters Score -3.99586e+07 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328140 members 
Mstep: Class 2 contains 107324 members 
Entering Unmasked Estep 
Score: -39965108.000000 Penalty: 6440.146973
	Iteration 11Q: 3 clusters Score -3.996511e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342999 members 
Mstep: Class 2 contains 92465 members 
Entering Unmasked Estep 
Score: -39971396.000000 Penalty: 6440.146973
	Iteration 12Q: 3 clusters Score -3.99714e+07 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358654 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -39978880.000000 Penalty: 6440.146973
	Iteration 13Q: 3 clusters Score -3.997888e+07 nChanged 16169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374823 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -39987640.000000 Penalty: 6440.146973
	Iteration 14Q: 3 clusters Score -3.998764e+07 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390912 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -39998108.000000 Penalty: 6440.146973
	Iteration 15Q: 3 clusters Score -3.999811e+07 nChanged 15103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406015 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -40009344.000000 Penalty: 6440.146973
	Iteration 16Q: 3 clusters Score -4.000934e+07 nChanged 12907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418922 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -40020660.000000 Penalty: 6440.146973
	Iteration 17Q: 3 clusters Score -4.002066e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428272 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -40029168.000000 Penalty: 6440.146973
	Iteration 18Q: 3 clusters Score -4.002917e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432986 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -40033436.000000 Penalty: 6440.146973
	Iteration 19Q: 3 clusters Score -4.003344e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434509 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -40035036.000000 Penalty: 6440.146973
	Iteration 20F: 3 clusters Score -4.003504e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434948 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -40035528.000000 Penalty: 6440.146973
	Iteration 21Q: 3 clusters Score -4.003553e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435048 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -40035716.000000 Penalty: 6440.146973
	Iteration 22Q: 3 clusters Score -4.003572e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435087 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40035848.000000 Penalty: 6440.146973
	Iteration 23Q: 3 clusters Score -4.003585e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435106 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40035876.000000 Penalty: 6440.146973
	Iteration 24Q: 3 clusters Score -4.003588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435112 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40035940.000000 Penalty: 6440.146973
	Iteration 25Q: 3 clusters Score -4.003594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435113 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40035948.000000 Penalty: 6440.146973
	Iteration 26Q: 3 clusters Score -4.003595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435112 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40035912.000000 Penalty: 6440.146973
	Iteration 27Q: 3 clusters Score -4.003591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435115 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40035932.000000 Penalty: 6440.146973
	Iteration 28Q: 3 clusters Score -4.003593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435113 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40035936.000000 Penalty: 6440.146973
	Iteration 29Q: 3 clusters Score -4.003594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435111 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40035948.000000 Penalty: 6440.146973
	Iteration 30Q: 3 clusters Score -4.003595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435114 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40035944.000000 Penalty: 6440.146973
	Iteration 31Q: 3 clusters Score -4.003594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435115 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40035976.000000 Penalty: 6440.146973
	Iteration 32Q: 3 clusters Score -4.003598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435117 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40035968.000000 Penalty: 6440.146973
	Iteration 33Q: 3 clusters Score -4.003597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435115 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40036004.000000 Penalty: 6440.146973
	Iteration 34Q: 3 clusters Score -4.0036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435112 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40035984.000000 Penalty: 6440.146973
	Iteration 35Q: 3 clusters Score -4.003598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435114 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40036000.000000 Penalty: 6440.146973
	Iteration 36Q: 3 clusters Score -4.0036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435114 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40035996.000000 Penalty: 6440.146973
	Iteration 37Q: 3 clusters Score -4.0036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435116 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40035988.000000 Penalty: 6440.146973
	Iteration 38Q: 3 clusters Score -4.003599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435116 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40035992.000000 Penalty: 6440.146973
	Iteration 39Q: 3 clusters Score -4.003599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435117 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40035976.000000 Penalty: 6440.146973
	Iteration 40F: 3 clusters Score -4.003598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435117 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40035984.000000 Penalty: 6440.146973
	Iteration 41Q: 3 clusters Score -4.003598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435115 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40035992.000000 Penalty: 6440.146973
	Iteration 42Q: 3 clusters Score -4.003599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435113 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40035992.000000 Penalty: 6440.146973
	Iteration 43Q: 3 clusters Score -4.003599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435113 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40036024.000000 Penalty: 6440.146973
	Iteration 44Q: 3 clusters Score -4.003602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435109 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40035992.000000 Penalty: 6440.146973
	Iteration 45Q: 3 clusters Score -4.003599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435109 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40035992.000000 Penalty: 6440.146973
	Iteration 46F: 3 clusters Score -4.003599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Entering Unmasked Estep 
Score: -1276156.750000 Penalty: 2384.355713
	Iteration 0F: 2 clusters Score -1276157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1265402.250000 Penalty: 4768.711426
	Iteration 0F: 3 clusters Score -1265402 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1268769.125000 Penalty: 4768.711426
	Iteration 1F: 3 clusters Score -1268769 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1269200.375000 Penalty: 4768.711426
	Iteration 2F: 3 clusters Score -1269200 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1269551.625000 Penalty: 4768.711426
	Iteration 3F: 3 clusters Score -1269552 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1269853.625000 Penalty: 4768.711426
	Iteration 4Q: 3 clusters Score -1269854 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1270105.125000 Penalty: 4768.711426
	Iteration 5Q: 3 clusters Score -1270105 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1270330.875000 Penalty: 4768.711426
	Iteration 6Q: 3 clusters Score -1270331 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1270527.375000 Penalty: 4768.711426
	Iteration 7Q: 3 clusters Score -1270527 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1270734.375000 Penalty: 4768.711426
	Iteration 8Q: 3 clusters Score -1270734 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1270935.500000 Penalty: 4768.711426
	Iteration 9Q: 3 clusters Score -1270936 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1271123.750000 Penalty: 4768.711426
	Iteration 10Q: 3 clusters Score -1271124 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1271292.750000 Penalty: 4768.711426
	Iteration 11Q: 3 clusters Score -1271293 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1271477.875000 Penalty: 4768.711426
	Iteration 12Q: 3 clusters Score -1271478 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1271673.625000 Penalty: 4768.711426
	Iteration 13Q: 3 clusters Score -1271674 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1271893.125000 Penalty: 4768.711426
	Iteration 14Q: 3 clusters Score -1271893 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1272120.000000 Penalty: 4768.711426
	Iteration 15Q: 3 clusters Score -1272120 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1272301.625000 Penalty: 4768.711426
	Iteration 16Q: 3 clusters Score -1272302 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1272489.500000 Penalty: 4768.711426
	Iteration 17Q: 3 clusters Score -1272490 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1272687.375000 Penalty: 4768.711426
	Iteration 18Q: 3 clusters Score -1272687 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1272914.875000 Penalty: 4768.711426
	Iteration 19Q: 3 clusters Score -1272915 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1273135.750000 Penalty: 4768.711426
	Iteration 20F: 3 clusters Score -1273136 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1273343.875000 Penalty: 4768.711426
	Iteration 21Q: 3 clusters Score -1273344 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1273528.875000 Penalty: 4768.711426
	Iteration 22Q: 3 clusters Score -1273529 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1273666.875000 Penalty: 4768.711426
	Iteration 23Q: 3 clusters Score -1273667 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1273781.625000 Penalty: 4768.711426
	Iteration 24Q: 3 clusters Score -1273782 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1273859.375000 Penalty: 4768.711426
	Iteration 25Q: 3 clusters Score -1273859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1273923.750000 Penalty: 4768.711426
	Iteration 26Q: 3 clusters Score -1273924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1273965.375000 Penalty: 4768.711426
	Iteration 27Q: 3 clusters Score -1273965 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1273998.375000 Penalty: 4768.711426
	Iteration 28Q: 3 clusters Score -1273998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1274032.000000 Penalty: 4768.711426
	Iteration 29Q: 3 clusters Score -1274032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1274047.625000 Penalty: 4768.711426
	Iteration 30Q: 3 clusters Score -1274048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1274064.750000 Penalty: 4768.711426
	Iteration 31Q: 3 clusters Score -1274065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1274085.750000 Penalty: 4768.711426
	Iteration 32Q: 3 clusters Score -1274086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1274104.750000 Penalty: 4768.711426
	Iteration 33Q: 3 clusters Score -1274105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1274112.625000 Penalty: 4768.711426
	Iteration 34Q: 3 clusters Score -1274113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1274118.000000 Penalty: 4768.711426
	Iteration 35Q: 3 clusters Score -1274118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1274125.250000 Penalty: 4768.711426
	Iteration 36Q: 3 clusters Score -1274125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1274129.375000 Penalty: 4768.711426
	Iteration 37Q: 3 clusters Score -1274129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1274130.125000 Penalty: 4768.711426
	Iteration 38Q: 3 clusters Score -1274130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1274142.125000 Penalty: 4768.711426
	Iteration 39Q: 3 clusters Score -1274142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1274149.375000 Penalty: 4768.711426
	Iteration 40F: 3 clusters Score -1274149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1274153.750000 Penalty: 4768.711426
	Iteration 41Q: 3 clusters Score -1274154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1274157.625000 Penalty: 4768.711426
	Iteration 42Q: 3 clusters Score -1274158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1274160.500000 Penalty: 4768.711426
	Iteration 43Q: 3 clusters Score -1274160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1274165.875000 Penalty: 4768.711426
	Iteration 44Q: 3 clusters Score -1274166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1274170.125000 Penalty: 4768.711426
	Iteration 45Q: 3 clusters Score -1274170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1274174.625000 Penalty: 4768.711426
	Iteration 46Q: 3 clusters Score -1274175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1274182.250000 Penalty: 4768.711426
	Iteration 47Q: 3 clusters Score -1274182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1274185.625000 Penalty: 4768.711426
	Iteration 48Q: 3 clusters Score -1274186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1274188.000000 Penalty: 4768.711426
	Iteration 49Q: 3 clusters Score -1274188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1274190.625000 Penalty: 4768.711426
	Iteration 50Q: 3 clusters Score -1274191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1274196.125000 Penalty: 4768.711426
	Iteration 51Q: 3 clusters Score -1274196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1274196.875000 Penalty: 4768.711426
	Iteration 52Q: 3 clusters Score -1274197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1274202.000000 Penalty: 4768.711426
	Iteration 53Q: 3 clusters Score -1274202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1274207.250000 Penalty: 4768.711426
	Iteration 54Q: 3 clusters Score -1274207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1274210.625000 Penalty: 4768.711426
	Iteration 55Q: 3 clusters Score -1274211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1274215.625000 Penalty: 4768.711426
	Iteration 56Q: 3 clusters Score -1274216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1274218.375000 Penalty: 4768.711426
	Iteration 57Q: 3 clusters Score -1274218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1274223.500000 Penalty: 4768.711426
	Iteration 58Q: 3 clusters Score -1274224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1274229.375000 Penalty: 4768.711426
	Iteration 59Q: 3 clusters Score -1274229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1274229.125000 Penalty: 4768.711426
	Iteration 60F: 3 clusters Score -1274229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1274235.250000 Penalty: 4768.711426
	Iteration 61Q: 3 clusters Score -1274235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1274237.375000 Penalty: 4768.711426
	Iteration 62Q: 3 clusters Score -1274237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1274239.750000 Penalty: 4768.711426
	Iteration 63Q: 3 clusters Score -1274240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1274242.000000 Penalty: 4768.711426
	Iteration 64Q: 3 clusters Score -1274242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1274242.750000 Penalty: 4768.711426
	Iteration 65Q: 3 clusters Score -1274243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1274244.750000 Penalty: 4768.711426
	Iteration 66Q: 3 clusters Score -1274245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1274247.500000 Penalty: 4768.711426
	Iteration 67Q: 3 clusters Score -1274248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1274249.625000 Penalty: 4768.711426
	Iteration 68Q: 3 clusters Score -1274250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1274251.125000 Penalty: 4768.711426
	Iteration 69Q: 3 clusters Score -1274251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1274251.750000 Penalty: 4768.711426
	Iteration 70Q: 3 clusters Score -1274252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1274251.750000 Penalty: 4768.711426
	Iteration 71F: 3 clusters Score -1274252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Entering Unmasked Estep 
Score: -958775.937500 Penalty: 2315.044189
	Iteration 0F: 2 clusters Score -958775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -950207.500000 Penalty: 4630.088379
	Iteration 0F: 3 clusters Score -950207.5 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -952793.250000 Penalty: 4630.088379
	Iteration 1F: 3 clusters Score -952793.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -953192.875000 Penalty: 4630.088379
	Iteration 2F: 3 clusters Score -953192.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -953490.812500 Penalty: 4630.088379
	Iteration 3F: 3 clusters Score -953490.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -953736.875000 Penalty: 4630.088379
	Iteration 4Q: 3 clusters Score -953736.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -954003.125000 Penalty: 4630.088379
	Iteration 5Q: 3 clusters Score -954003.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -954270.000000 Penalty: 4630.088379
	Iteration 6Q: 3 clusters Score -954270 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -954516.562500 Penalty: 4630.088379
	Iteration 7Q: 3 clusters Score -954516.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -954790.312500 Penalty: 4630.088379
	Iteration 8Q: 3 clusters Score -954790.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -955065.062500 Penalty: 4630.088379
	Iteration 9Q: 3 clusters Score -955065.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -955305.312500 Penalty: 4630.088379
	Iteration 10Q: 3 clusters Score -955305.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -955517.625000 Penalty: 4630.088379
	Iteration 11Q: 3 clusters Score -955517.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -955726.500000 Penalty: 4630.088379
	Iteration 12Q: 3 clusters Score -955726.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -955924.687500 Penalty: 4630.088379
	Iteration 13Q: 3 clusters Score -955924.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -956119.312500 Penalty: 4630.088379
	Iteration 14Q: 3 clusters Score -956119.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -956310.812500 Penalty: 4630.088379
	Iteration 15Q: 3 clusters Score -956310.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -956491.312500 Penalty: 4630.088379
	Iteration 16Q: 3 clusters Score -956491.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -956651.187500 Penalty: 4630.088379
	Iteration 17Q: 3 clusters Score -956651.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -956766.625000 Penalty: 4630.088379
	Iteration 18Q: 3 clusters Score -956766.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -956870.062500 Penalty: 4630.088379
	Iteration 19Q: 3 clusters Score -956870.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -956959.812500 Penalty: 4630.088379
	Iteration 20F: 3 clusters Score -956959.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -957045.937500 Penalty: 4630.088379
	Iteration 21Q: 3 clusters Score -957045.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -957132.812500 Penalty: 4630.088379
	Iteration 22Q: 3 clusters Score -957132.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -957201.062500 Penalty: 4630.088379
	Iteration 23Q: 3 clusters Score -957201.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -957259.875000 Penalty: 4630.088379
	Iteration 24Q: 3 clusters Score -957259.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -957330.125000 Penalty: 4630.088379
	Iteration 25Q: 3 clusters Score -957330.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -957423.875000 Penalty: 4630.088379
	Iteration 26Q: 3 clusters Score -957423.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -957559.125000 Penalty: 4630.088379
	Iteration 27Q: 3 clusters Score -957559.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -957744.937500 Penalty: 4630.088379
	Iteration 28Q: 3 clusters Score -957744.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -957945.437500 Penalty: 4630.088379
	Iteration 29Q: 3 clusters Score -957945.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -958139.625000 Penalty: 4630.088379
	Iteration 30Q: 3 clusters Score -958139.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -958297.437500 Penalty: 4630.088379
	Iteration 31Q: 3 clusters Score -958297.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -958382.187500 Penalty: 4630.088379
	Iteration 32Q: 3 clusters Score -958382.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -958423.437500 Penalty: 4630.088379
	Iteration 33Q: 3 clusters Score -958423.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -958448.812500 Penalty: 4630.088379
	Iteration 34Q: 3 clusters Score -958448.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -958464.187500 Penalty: 4630.088379
	Iteration 35Q: 3 clusters Score -958464.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -958469.062500 Penalty: 4630.088379
	Iteration 36Q: 3 clusters Score -958469.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -958473.687500 Penalty: 4630.088379
	Iteration 37Q: 3 clusters Score -958473.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -958479.125000 Penalty: 4630.088379
	Iteration 38Q: 3 clusters Score -958479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -958480.687500 Penalty: 4630.088379
	Iteration 39Q: 3 clusters Score -958480.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -958480.125000 Penalty: 4630.088379
	Iteration 40F: 3 clusters Score -958480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -958480.750000 Penalty: 4630.088379
	Iteration 41Q: 3 clusters Score -958480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -958484.125000 Penalty: 4630.088379
	Iteration 42Q: 3 clusters Score -958484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -958483.187500 Penalty: 4630.088379
	Iteration 43Q: 3 clusters Score -958483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -958484.062500 Penalty: 4630.088379
	Iteration 44Q: 3 clusters Score -958484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -958486.437500 Penalty: 4630.088379
	Iteration 45Q: 3 clusters Score -958486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -958487.625000 Penalty: 4630.088379
	Iteration 46Q: 3 clusters Score -958487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -958489.125000 Penalty: 4630.088379
	Iteration 47Q: 3 clusters Score -958489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -958487.062500 Penalty: 4630.088379
	Iteration 48Q: 3 clusters Score -958487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -958486.687500 Penalty: 4630.088379
	Iteration 49Q: 3 clusters Score -958486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -958486.625000 Penalty: 4630.088379
	Iteration 50Q: 3 clusters Score -958486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -958489.625000 Penalty: 4630.088379
	Iteration 51Q: 3 clusters Score -958489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -958489.625000 Penalty: 4630.088379
	Iteration 52F: 3 clusters Score -958489.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -62697.613281 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -62697.61 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 396 members 
Entering Unmasked Estep 
Score: -60973.710938 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -60973.71 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61413.570312 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -61413.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61779.761719 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -61779.76 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -62039.894531 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -62039.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -62263.031250 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -62263.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -62624.007812 Penalty: 3320.502686
	Iteration 5F: 3 clusters Score -62624.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -62840.773438 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -62840.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -62987.550781 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -62987.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -63019.824219 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -63019.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -63035.015625 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -63035.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63055.312500 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -63055.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -63078.804688 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -63078.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63118.789062 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -63118.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63121.683594 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -63121.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63125.984375 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -63125.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63131.250000 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -63131.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63157.804688 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -63157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63178.011719 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -63178.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63191.183594 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -63191.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63221.382812 Penalty: 3320.502686
	Iteration 19Q: 3 clusters Score -63221.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63283.738281 Penalty: 3320.502686
	Iteration 20F: 3 clusters Score -63283.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63416.328125 Penalty: 3320.502686
	Iteration 21Q: 3 clusters Score -63416.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -63418.925781 Penalty: 3320.502686
	Iteration 22Q: 3 clusters Score -63418.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -63418.925781 Penalty: 3320.502686
	Iteration 23F: 3 clusters Score -63418.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 351 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 457 members 
Entering Unmasked Estep 
Score: -93622360.000000 Penalty: 85970.007812
Splitting cluster 6 changes total score from -93623568.000000 to -93622360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Entering Unmasked Estep 
Score: -888902.875000 Penalty: 2274.272949
	Iteration 0F: 2 clusters Score -888902.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -881427.937500 Penalty: 4548.545898
	Iteration 0F: 3 clusters Score -881427.9 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -883540.187500 Penalty: 4548.545898
	Iteration 1F: 3 clusters Score -883540.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -883840.312500 Penalty: 4548.545898
	Iteration 2F: 3 clusters Score -883840.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -884052.250000 Penalty: 4548.545898
	Iteration 3F: 3 clusters Score -884052.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -884213.437500 Penalty: 4548.545898
	Iteration 4Q: 3 clusters Score -884213.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -884372.625000 Penalty: 4548.545898
	Iteration 5Q: 3 clusters Score -884372.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -884509.687500 Penalty: 4548.545898
	Iteration 6Q: 3 clusters Score -884509.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -884637.312500 Penalty: 4548.545898
	Iteration 7Q: 3 clusters Score -884637.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -884767.875000 Penalty: 4548.545898
	Iteration 8Q: 3 clusters Score -884767.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -884915.375000 Penalty: 4548.545898
	Iteration 9Q: 3 clusters Score -884915.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -885050.625000 Penalty: 4548.545898
	Iteration 10Q: 3 clusters Score -885050.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -885175.375000 Penalty: 4548.545898
	Iteration 11Q: 3 clusters Score -885175.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -885295.250000 Penalty: 4548.545898
	Iteration 12Q: 3 clusters Score -885295.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -885393.312500 Penalty: 4548.545898
	Iteration 13Q: 3 clusters Score -885393.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -885495.437500 Penalty: 4548.545898
	Iteration 14Q: 3 clusters Score -885495.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -885628.000000 Penalty: 4548.545898
	Iteration 15Q: 3 clusters Score -885628 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -885757.812500 Penalty: 4548.545898
	Iteration 16Q: 3 clusters Score -885757.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -885886.750000 Penalty: 4548.545898
	Iteration 17Q: 3 clusters Score -885886.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -886022.125000 Penalty: 4548.545898
	Iteration 18Q: 3 clusters Score -886022.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -886157.875000 Penalty: 4548.545898
	Iteration 19Q: 3 clusters Score -886157.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -886272.937500 Penalty: 4548.545898
	Iteration 20F: 3 clusters Score -886272.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -886391.250000 Penalty: 4548.545898
	Iteration 21Q: 3 clusters Score -886391.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -886492.312500 Penalty: 4548.545898
	Iteration 22Q: 3 clusters Score -886492.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -886580.375000 Penalty: 4548.545898
	Iteration 23Q: 3 clusters Score -886580.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -886649.625000 Penalty: 4548.545898
	Iteration 24Q: 3 clusters Score -886649.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -886701.312500 Penalty: 4548.545898
	Iteration 25Q: 3 clusters Score -886701.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -886731.375000 Penalty: 4548.545898
	Iteration 26Q: 3 clusters Score -886731.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -886763.062500 Penalty: 4548.545898
	Iteration 27Q: 3 clusters Score -886763.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -886790.562500 Penalty: 4548.545898
	Iteration 28Q: 3 clusters Score -886790.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -886816.937500 Penalty: 4548.545898
	Iteration 29Q: 3 clusters Score -886816.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -886841.812500 Penalty: 4548.545898
	Iteration 30Q: 3 clusters Score -886841.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -886856.125000 Penalty: 4548.545898
	Iteration 31Q: 3 clusters Score -886856.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -886862.812500 Penalty: 4548.545898
	Iteration 32Q: 3 clusters Score -886862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -886868.937500 Penalty: 4548.545898
	Iteration 33Q: 3 clusters Score -886868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -886876.750000 Penalty: 4548.545898
	Iteration 34Q: 3 clusters Score -886876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -886886.750000 Penalty: 4548.545898
	Iteration 35Q: 3 clusters Score -886886.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -886892.500000 Penalty: 4548.545898
	Iteration 36Q: 3 clusters Score -886892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -886901.375000 Penalty: 4548.545898
	Iteration 37Q: 3 clusters Score -886901.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -886907.812500 Penalty: 4548.545898
	Iteration 38Q: 3 clusters Score -886907.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -886915.000000 Penalty: 4548.545898
	Iteration 39Q: 3 clusters Score -886915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -886920.937500 Penalty: 4548.545898
	Iteration 40F: 3 clusters Score -886920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -886921.125000 Penalty: 4548.545898
	Iteration 41Q: 3 clusters Score -886921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -886922.437500 Penalty: 4548.545898
	Iteration 42Q: 3 clusters Score -886922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -886923.562500 Penalty: 4548.545898
	Iteration 43Q: 3 clusters Score -886923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -886924.937500 Penalty: 4548.545898
	Iteration 44Q: 3 clusters Score -886924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -886926.812500 Penalty: 4548.545898
	Iteration 45Q: 3 clusters Score -886926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -886929.562500 Penalty: 4548.545898
	Iteration 46Q: 3 clusters Score -886929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -886929.562500 Penalty: 4548.545898
	Iteration 47F: 3 clusters Score -886929.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -988630.250000 Penalty: 2309.396973
	Iteration 0F: 2 clusters Score -988630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -980232.812500 Penalty: 4618.793945
	Iteration 0F: 3 clusters Score -980232.8 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -982711.375000 Penalty: 4618.793945
	Iteration 1F: 3 clusters Score -982711.4 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -983133.375000 Penalty: 4618.793945
	Iteration 2F: 3 clusters Score -983133.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -983486.937500 Penalty: 4618.793945
	Iteration 3F: 3 clusters Score -983486.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -983815.437500 Penalty: 4618.793945
	Iteration 4F: 3 clusters Score -983815.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -984145.375000 Penalty: 4618.793945
	Iteration 5Q: 3 clusters Score -984145.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -984506.875000 Penalty: 4618.793945
	Iteration 6F: 3 clusters Score -984506.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -984874.875000 Penalty: 4618.793945
	Iteration 7Q: 3 clusters Score -984874.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -985216.250000 Penalty: 4618.793945
	Iteration 8Q: 3 clusters Score -985216.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -985541.562500 Penalty: 4618.793945
	Iteration 9Q: 3 clusters Score -985541.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -985840.875000 Penalty: 4618.793945
	Iteration 10Q: 3 clusters Score -985840.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -986126.625000 Penalty: 4618.793945
	Iteration 11Q: 3 clusters Score -986126.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -986375.812500 Penalty: 4618.793945
	Iteration 12Q: 3 clusters Score -986375.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -986586.187500 Penalty: 4618.793945
	Iteration 13Q: 3 clusters Score -986586.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -986749.500000 Penalty: 4618.793945
	Iteration 14Q: 3 clusters Score -986749.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -986872.250000 Penalty: 4618.793945
	Iteration 15Q: 3 clusters Score -986872.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -986974.625000 Penalty: 4618.793945
	Iteration 16Q: 3 clusters Score -986974.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -987041.562500 Penalty: 4618.793945
	Iteration 17Q: 3 clusters Score -987041.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -987098.437500 Penalty: 4618.793945
	Iteration 18Q: 3 clusters Score -987098.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -987131.750000 Penalty: 4618.793945
	Iteration 19Q: 3 clusters Score -987131.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -987205.562500 Penalty: 4618.793945
	Iteration 20F: 3 clusters Score -987205.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -987249.562500 Penalty: 4618.793945
	Iteration 21Q: 3 clusters Score -987249.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -987280.250000 Penalty: 4618.793945
	Iteration 22Q: 3 clusters Score -987280.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -987300.937500 Penalty: 4618.793945
	Iteration 23Q: 3 clusters Score -987300.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -987323.187500 Penalty: 4618.793945
	Iteration 24Q: 3 clusters Score -987323.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -987338.125000 Penalty: 4618.793945
	Iteration 25Q: 3 clusters Score -987338.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -987354.875000 Penalty: 4618.793945
	Iteration 26Q: 3 clusters Score -987354.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -987370.125000 Penalty: 4618.793945
	Iteration 27Q: 3 clusters Score -987370.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -987376.375000 Penalty: 4618.793945
	Iteration 28Q: 3 clusters Score -987376.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -987385.250000 Penalty: 4618.793945
	Iteration 29Q: 3 clusters Score -987385.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -987390.500000 Penalty: 4618.793945
	Iteration 30Q: 3 clusters Score -987390.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -987400.187500 Penalty: 4618.793945
	Iteration 31Q: 3 clusters Score -987400.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -987405.312500 Penalty: 4618.793945
	Iteration 32Q: 3 clusters Score -987405.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -987410.875000 Penalty: 4618.793945
	Iteration 33Q: 3 clusters Score -987410.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -987417.562500 Penalty: 4618.793945
	Iteration 34Q: 3 clusters Score -987417.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -987422.062500 Penalty: 4618.793945
	Iteration 35Q: 3 clusters Score -987422.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -987428.625000 Penalty: 4618.793945
	Iteration 36Q: 3 clusters Score -987428.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -987437.437500 Penalty: 4618.793945
	Iteration 37Q: 3 clusters Score -987437.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -987445.562500 Penalty: 4618.793945
	Iteration 38Q: 3 clusters Score -987445.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -987447.250000 Penalty: 4618.793945
	Iteration 39Q: 3 clusters Score -987447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -987451.187500 Penalty: 4618.793945
	Iteration 40F: 3 clusters Score -987451.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -987453.250000 Penalty: 4618.793945
	Iteration 41Q: 3 clusters Score -987453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -987457.312500 Penalty: 4618.793945
	Iteration 42Q: 3 clusters Score -987457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -987457.937500 Penalty: 4618.793945
	Iteration 43Q: 3 clusters Score -987457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -987460.062500 Penalty: 4618.793945
	Iteration 44Q: 3 clusters Score -987460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -987462.687500 Penalty: 4618.793945
	Iteration 45Q: 3 clusters Score -987462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -987462.875000 Penalty: 4618.793945
	Iteration 46Q: 3 clusters Score -987462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -987464.312500 Penalty: 4618.793945
	Iteration 47Q: 3 clusters Score -987464.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -987465.500000 Penalty: 4618.793945
	Iteration 48Q: 3 clusters Score -987465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -987467.187500 Penalty: 4618.793945
	Iteration 49Q: 3 clusters Score -987467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -987468.812500 Penalty: 4618.793945
	Iteration 50Q: 3 clusters Score -987468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -987468.250000 Penalty: 4618.793945
	Iteration 51Q: 3 clusters Score -987468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -987467.437500 Penalty: 4618.793945
	Iteration 52Q: 3 clusters Score -987467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -987471.312500 Penalty: 4618.793945
	Iteration 53Q: 3 clusters Score -987471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -987472.687500 Penalty: 4618.793945
	Iteration 54Q: 3 clusters Score -987472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -987474.437500 Penalty: 4618.793945
	Iteration 55Q: 3 clusters Score -987474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -987473.375000 Penalty: 4618.793945
	Iteration 56Q: 3 clusters Score -987473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -987475.562500 Penalty: 4618.793945
	Iteration 57Q: 3 clusters Score -987475.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -987477.375000 Penalty: 4618.793945
	Iteration 58Q: 3 clusters Score -987477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -987477.250000 Penalty: 4618.793945
	Iteration 59Q: 3 clusters Score -987477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -987477.687500 Penalty: 4618.793945
	Iteration 60F: 3 clusters Score -987477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -987478.125000 Penalty: 4618.793945
	Iteration 61Q: 3 clusters Score -987478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -987478.125000 Penalty: 4618.793945
	Iteration 62F: 3 clusters Score -987478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -196835.703125 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -196835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -193982.765625 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -193982.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -195015.421875 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -195015.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -195809.750000 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -195809.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -196769.015625 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -196769 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -197537.125000 Penalty: 3872.726562
	Iteration 4F: 3 clusters Score -197537.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -197797.390625 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -197797.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -197959.250000 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -197959.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -198176.250000 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -198176.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -198277.937500 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -198277.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -198302.859375 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -198302.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -198333.718750 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -198333.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -198360.140625 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -198360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -198365.828125 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -198365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -198367.390625 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -198367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -198367.859375 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -198367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -198368.562500 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -198368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -198368.890625 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -198368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -198372.125000 Penalty: 3872.726562
	Iteration 17F: 3 clusters Score -198372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -198375.218750 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -198375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -198375.218750 Penalty: 3872.726562
	Iteration 19F: 3 clusters Score -198375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1047 members 
Entering Unmasked Estep 
Score: -93623576.000000 Penalty: 85970.007812
Splitting cluster 9 changes total score from -93623568.000000 to -93623576.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -38334.050781 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -38334.05 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 247 members 
Entering Unmasked Estep 
Score: -36830.972656 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -36830.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37126.847656 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -37126.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37219.191406 Penalty: 3060.126709
	Iteration 2Q: 3 clusters Score -37219.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37254.585938 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -37254.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37287.695312 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -37287.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37310.566406 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -37310.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37327.929688 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -37327.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37338.269531 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -37338.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37348.199219 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -37348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37352.562500 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -37352.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37357.304688 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -37357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37362.847656 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -37362.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37362.847656 Penalty: 3060.126709
	Iteration 12F: 3 clusters Score -37362.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -330763.281250 Penalty: 2013.979736
	Iteration 0F: 2 clusters Score -330763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -327241.906250 Penalty: 4027.959473
	Iteration 0F: 3 clusters Score -327241.9 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -327970.937500 Penalty: 4027.959473
	Iteration 1F: 3 clusters Score -327970.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -328131.937500 Penalty: 4027.959473
	Iteration 2F: 3 clusters Score -328131.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -328228.843750 Penalty: 4027.959473
	Iteration 3Q: 3 clusters Score -328228.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -328285.968750 Penalty: 4027.959473
	Iteration 4Q: 3 clusters Score -328286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -328331.218750 Penalty: 4027.959473
	Iteration 5Q: 3 clusters Score -328331.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -328357.968750 Penalty: 4027.959473
	Iteration 6Q: 3 clusters Score -328358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -328374.656250 Penalty: 4027.959473
	Iteration 7Q: 3 clusters Score -328374.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -328388.875000 Penalty: 4027.959473
	Iteration 8Q: 3 clusters Score -328388.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -328398.156250 Penalty: 4027.959473
	Iteration 9Q: 3 clusters Score -328398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -328401.468750 Penalty: 4027.959473
	Iteration 10Q: 3 clusters Score -328401.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -328404.343750 Penalty: 4027.959473
	Iteration 11Q: 3 clusters Score -328404.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -328409.343750 Penalty: 4027.959473
	Iteration 12Q: 3 clusters Score -328409.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -328413.000000 Penalty: 4027.959473
	Iteration 13Q: 3 clusters Score -328413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -328414.468750 Penalty: 4027.959473
	Iteration 14Q: 3 clusters Score -328414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -328415.062500 Penalty: 4027.959473
	Iteration 15Q: 3 clusters Score -328415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -328415.937500 Penalty: 4027.959473
	Iteration 16Q: 3 clusters Score -328415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -328415.937500 Penalty: 4027.959473
	Iteration 17F: 3 clusters Score -328415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Entering Unmasked Estep 
Score: -573094.687500 Penalty: 2178.016113
	Iteration 0F: 2 clusters Score -573094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -567603.875000 Penalty: 4356.032227
	Iteration 0F: 3 clusters Score -567603.9 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -568935.500000 Penalty: 4356.032227
	Iteration 1F: 3 clusters Score -568935.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -569213.000000 Penalty: 4356.032227
	Iteration 2F: 3 clusters Score -569213 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -569404.875000 Penalty: 4356.032227
	Iteration 3F: 3 clusters Score -569404.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -569529.812500 Penalty: 4356.032227
	Iteration 4Q: 3 clusters Score -569529.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -569611.062500 Penalty: 4356.032227
	Iteration 5Q: 3 clusters Score -569611.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -569666.250000 Penalty: 4356.032227
	Iteration 6Q: 3 clusters Score -569666.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -569700.062500 Penalty: 4356.032227
	Iteration 7Q: 3 clusters Score -569700.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -569728.937500 Penalty: 4356.032227
	Iteration 8Q: 3 clusters Score -569728.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -569750.312500 Penalty: 4356.032227
	Iteration 9Q: 3 clusters Score -569750.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -569769.312500 Penalty: 4356.032227
	Iteration 10Q: 3 clusters Score -569769.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -569786.062500 Penalty: 4356.032227
	Iteration 11Q: 3 clusters Score -569786.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -569800.125000 Penalty: 4356.032227
	Iteration 12Q: 3 clusters Score -569800.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -569808.687500 Penalty: 4356.032227
	Iteration 13Q: 3 clusters Score -569808.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -569815.312500 Penalty: 4356.032227
	Iteration 14Q: 3 clusters Score -569815.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -569822.187500 Penalty: 4356.032227
	Iteration 15Q: 3 clusters Score -569822.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -569829.375000 Penalty: 4356.032227
	Iteration 16Q: 3 clusters Score -569829.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -569837.562500 Penalty: 4356.032227
	Iteration 17Q: 3 clusters Score -569837.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -569842.750000 Penalty: 4356.032227
	Iteration 18Q: 3 clusters Score -569842.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -569849.062500 Penalty: 4356.032227
	Iteration 19Q: 3 clusters Score -569849.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -569854.250000 Penalty: 4356.032227
	Iteration 20F: 3 clusters Score -569854.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -569858.875000 Penalty: 4356.032227
	Iteration 21Q: 3 clusters Score -569858.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -569864.812500 Penalty: 4356.032227
	Iteration 22Q: 3 clusters Score -569864.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -569872.437500 Penalty: 4356.032227
	Iteration 23Q: 3 clusters Score -569872.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -569880.562500 Penalty: 4356.032227
	Iteration 24Q: 3 clusters Score -569880.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -569882.312500 Penalty: 4356.032227
	Iteration 25Q: 3 clusters Score -569882.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -569886.812500 Penalty: 4356.032227
	Iteration 26Q: 3 clusters Score -569886.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -569891.062500 Penalty: 4356.032227
	Iteration 27Q: 3 clusters Score -569891.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -569893.750000 Penalty: 4356.032227
	Iteration 28Q: 3 clusters Score -569893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -569897.000000 Penalty: 4356.032227
	Iteration 29Q: 3 clusters Score -569897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -569898.812500 Penalty: 4356.032227
	Iteration 30Q: 3 clusters Score -569898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -569901.187500 Penalty: 4356.032227
	Iteration 31Q: 3 clusters Score -569901.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -569905.187500 Penalty: 4356.032227
	Iteration 32Q: 3 clusters Score -569905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -569910.625000 Penalty: 4356.032227
	Iteration 33Q: 3 clusters Score -569910.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -569914.687500 Penalty: 4356.032227
	Iteration 34Q: 3 clusters Score -569914.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -569918.375000 Penalty: 4356.032227
	Iteration 35Q: 3 clusters Score -569918.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -569922.375000 Penalty: 4356.032227
	Iteration 36Q: 3 clusters Score -569922.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -569932.187500 Penalty: 4356.032227
	Iteration 37Q: 3 clusters Score -569932.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -569944.812500 Penalty: 4356.032227
	Iteration 38Q: 3 clusters Score -569944.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -569958.312500 Penalty: 4356.032227
	Iteration 39Q: 3 clusters Score -569958.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -569973.000000 Penalty: 4356.032227
	Iteration 40F: 3 clusters Score -569973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -569991.062500 Penalty: 4356.032227
	Iteration 41Q: 3 clusters Score -569991.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -570014.250000 Penalty: 4356.032227
	Iteration 42Q: 3 clusters Score -570014.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -570035.000000 Penalty: 4356.032227
	Iteration 43Q: 3 clusters Score -570035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -570059.875000 Penalty: 4356.032227
	Iteration 44Q: 3 clusters Score -570059.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -570089.062500 Penalty: 4356.032227
	Iteration 45Q: 3 clusters Score -570089.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -570127.062500 Penalty: 4356.032227
	Iteration 46Q: 3 clusters Score -570127.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -570170.250000 Penalty: 4356.032227
	Iteration 47Q: 3 clusters Score -570170.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -570223.562500 Penalty: 4356.032227
	Iteration 48Q: 3 clusters Score -570223.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -570280.500000 Penalty: 4356.032227
	Iteration 49Q: 3 clusters Score -570280.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -570342.687500 Penalty: 4356.032227
	Iteration 50Q: 3 clusters Score -570342.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -570402.875000 Penalty: 4356.032227
	Iteration 51Q: 3 clusters Score -570402.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -570458.437500 Penalty: 4356.032227
	Iteration 52Q: 3 clusters Score -570458.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -570526.687500 Penalty: 4356.032227
	Iteration 53Q: 3 clusters Score -570526.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -570593.750000 Penalty: 4356.032227
	Iteration 54Q: 3 clusters Score -570593.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -570664.312500 Penalty: 4356.032227
	Iteration 55Q: 3 clusters Score -570664.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -570732.500000 Penalty: 4356.032227
	Iteration 56Q: 3 clusters Score -570732.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -570799.875000 Penalty: 4356.032227
	Iteration 57Q: 3 clusters Score -570799.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -570865.750000 Penalty: 4356.032227
	Iteration 58Q: 3 clusters Score -570865.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -570924.812500 Penalty: 4356.032227
	Iteration 59Q: 3 clusters Score -570924.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -570967.937500 Penalty: 4356.032227
	Iteration 60F: 3 clusters Score -570967.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -571003.875000 Penalty: 4356.032227
	Iteration 61Q: 3 clusters Score -571003.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -571045.687500 Penalty: 4356.032227
	Iteration 62Q: 3 clusters Score -571045.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -571075.500000 Penalty: 4356.032227
	Iteration 63Q: 3 clusters Score -571075.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -571104.562500 Penalty: 4356.032227
	Iteration 64Q: 3 clusters Score -571104.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -571130.000000 Penalty: 4356.032227
	Iteration 65Q: 3 clusters Score -571130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -571148.875000 Penalty: 4356.032227
	Iteration 66Q: 3 clusters Score -571148.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -571165.250000 Penalty: 4356.032227
	Iteration 67Q: 3 clusters Score -571165.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -571170.062500 Penalty: 4356.032227
	Iteration 68Q: 3 clusters Score -571170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -571174.750000 Penalty: 4356.032227
	Iteration 69Q: 3 clusters Score -571174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -571176.437500 Penalty: 4356.032227
	Iteration 70Q: 3 clusters Score -571176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -571178.062500 Penalty: 4356.032227
	Iteration 71Q: 3 clusters Score -571178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -571179.437500 Penalty: 4356.032227
	Iteration 72Q: 3 clusters Score -571179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -571182.500000 Penalty: 4356.032227
	Iteration 73Q: 3 clusters Score -571182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -571185.187500 Penalty: 4356.032227
	Iteration 74Q: 3 clusters Score -571185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -571186.125000 Penalty: 4356.032227
	Iteration 75Q: 3 clusters Score -571186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -571187.562500 Penalty: 4356.032227
	Iteration 76Q: 3 clusters Score -571187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -571187.562500 Penalty: 4356.032227
	Iteration 77F: 3 clusters Score -571187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (155323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Entering Unmasked Estep 
Score: -13908213.000000 Penalty: 2964.409180
	Iteration 0F: 2 clusters Score -1.390821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -13804014.000000 Penalty: 5928.818359
	Iteration 0F: 3 clusters Score -1.380401e+07 nChanged 74552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -13846882.000000 Penalty: 5928.818359
	Iteration 1F: 3 clusters Score -1.384688e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -13848006.000000 Penalty: 5928.818359
	Iteration 2Q: 3 clusters Score -1.384801e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -13849338.000000 Penalty: 5928.818359
	Iteration 3Q: 3 clusters Score -1.384934e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -13851328.000000 Penalty: 5928.818359
	Iteration 4Q: 3 clusters Score -1.385133e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -13854197.000000 Penalty: 5928.818359
	Iteration 5Q: 3 clusters Score -1.38542e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -13858109.000000 Penalty: 5928.818359
	Iteration 6Q: 3 clusters Score -1.385811e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -13863364.000000 Penalty: 5928.818359
	Iteration 7F: 3 clusters Score -1.386336e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -13870160.000000 Penalty: 5928.818359
	Iteration 8F: 3 clusters Score -1.387016e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -13877051.000000 Penalty: 5928.818359
	Iteration 9F: 3 clusters Score -1.387705e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -13882949.000000 Penalty: 5928.818359
	Iteration 10F: 3 clusters Score -1.388295e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -13887546.000000 Penalty: 5928.818359
	Iteration 11Q: 3 clusters Score -1.388755e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -13890766.000000 Penalty: 5928.818359
	Iteration 12Q: 3 clusters Score -1.389077e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128628 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -13893260.000000 Penalty: 5928.818359
	Iteration 13Q: 3 clusters Score -1.389326e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -13895307.000000 Penalty: 5928.818359
	Iteration 14Q: 3 clusters Score -1.389531e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -13897372.000000 Penalty: 5928.818359
	Iteration 15Q: 3 clusters Score -1.389737e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -13899350.000000 Penalty: 5928.818359
	Iteration 16Q: 3 clusters Score -1.389935e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143353 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -13900937.000000 Penalty: 5928.818359
	Iteration 17Q: 3 clusters Score -1.390094e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -13902366.000000 Penalty: 5928.818359
	Iteration 18Q: 3 clusters Score -1.390237e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148130 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -13903547.000000 Penalty: 5928.818359
	Iteration 19Q: 3 clusters Score -1.390355e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -13904333.000000 Penalty: 5928.818359
	Iteration 20F: 3 clusters Score -1.390433e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -13905036.000000 Penalty: 5928.818359
	Iteration 21Q: 3 clusters Score -1.390504e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151896 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -13905439.000000 Penalty: 5928.818359
	Iteration 22Q: 3 clusters Score -1.390544e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152473 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -13905697.000000 Penalty: 5928.818359
	Iteration 23Q: 3 clusters Score -1.39057e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -13905881.000000 Penalty: 5928.818359
	Iteration 24Q: 3 clusters Score -1.390588e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153155 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -13905990.000000 Penalty: 5928.818359
	Iteration 25Q: 3 clusters Score -1.390599e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153352 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13906060.000000 Penalty: 5928.818359
	Iteration 26Q: 3 clusters Score -1.390606e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153516 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -13906090.000000 Penalty: 5928.818359
	Iteration 27Q: 3 clusters Score -1.390609e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -13906164.000000 Penalty: 5928.818359
	Iteration 28Q: 3 clusters Score -1.390616e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153731 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13906230.000000 Penalty: 5928.818359
	Iteration 29Q: 3 clusters Score -1.390623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153798 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13906242.000000 Penalty: 5928.818359
	Iteration 30Q: 3 clusters Score -1.390624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153850 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13906233.000000 Penalty: 5928.818359
	Iteration 31Q: 3 clusters Score -1.390623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13906283.000000 Penalty: 5928.818359
	Iteration 32Q: 3 clusters Score -1.390628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13906297.000000 Penalty: 5928.818359
	Iteration 33Q: 3 clusters Score -1.39063e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13906324.000000 Penalty: 5928.818359
	Iteration 34Q: 3 clusters Score -1.390632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13906327.000000 Penalty: 5928.818359
	Iteration 35Q: 3 clusters Score -1.390633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13906337.000000 Penalty: 5928.818359
	Iteration 36Q: 3 clusters Score -1.390634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154003 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13906331.000000 Penalty: 5928.818359
	Iteration 37Q: 3 clusters Score -1.390633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13906315.000000 Penalty: 5928.818359
	Iteration 38Q: 3 clusters Score -1.390632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154026 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13906323.000000 Penalty: 5928.818359
	Iteration 39Q: 3 clusters Score -1.390632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154033 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13906312.000000 Penalty: 5928.818359
	Iteration 40F: 3 clusters Score -1.390631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13906316.000000 Penalty: 5928.818359
	Iteration 41Q: 3 clusters Score -1.390632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154041 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -13906321.000000 Penalty: 5928.818359
	Iteration 42Q: 3 clusters Score -1.390632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154045 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13906336.000000 Penalty: 5928.818359
	Iteration 43Q: 3 clusters Score -1.390634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154047 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13906347.000000 Penalty: 5928.818359
	Iteration 44Q: 3 clusters Score -1.390635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154048 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13906346.000000 Penalty: 5928.818359
	Iteration 45Q: 3 clusters Score -1.390635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13906340.000000 Penalty: 5928.818359
	Iteration 46Q: 3 clusters Score -1.390634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13906340.000000 Penalty: 5928.818359
	Iteration 47F: 3 clusters Score -1.390634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Entering Unmasked Estep 
Score: -3646551.500000 Penalty: 2629.337891
	Iteration 0F: 2 clusters Score -3646552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3619480.500000 Penalty: 5258.675781
	Iteration 0F: 3 clusters Score -3619480 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3629545.750000 Penalty: 5258.675781
	Iteration 1F: 3 clusters Score -3629546 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3630364.750000 Penalty: 5258.675781
	Iteration 2F: 3 clusters Score -3630365 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3631204.000000 Penalty: 5258.675781
	Iteration 3Q: 3 clusters Score -3631204 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3632132.000000 Penalty: 5258.675781
	Iteration 4F: 3 clusters Score -3632132 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3633272.000000 Penalty: 5258.675781
	Iteration 5F: 3 clusters Score -3633272 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3634724.500000 Penalty: 5258.675781
	Iteration 6F: 3 clusters Score -3634724 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3636458.250000 Penalty: 5258.675781
	Iteration 7F: 3 clusters Score -3636458 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3638199.000000 Penalty: 5258.675781
	Iteration 8F: 3 clusters Score -3638199 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3639688.750000 Penalty: 5258.675781
	Iteration 9F: 3 clusters Score -3639689 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3640634.250000 Penalty: 5258.675781
	Iteration 10Q: 3 clusters Score -3640634 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3641281.250000 Penalty: 5258.675781
	Iteration 11Q: 3 clusters Score -3641281 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3641791.750000 Penalty: 5258.675781
	Iteration 12Q: 3 clusters Score -3641792 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3642239.750000 Penalty: 5258.675781
	Iteration 13Q: 3 clusters Score -3642240 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3642637.500000 Penalty: 5258.675781
	Iteration 14Q: 3 clusters Score -3642638 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3642944.000000 Penalty: 5258.675781
	Iteration 15Q: 3 clusters Score -3642944 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3643229.000000 Penalty: 5258.675781
	Iteration 16Q: 3 clusters Score -3643229 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3643403.250000 Penalty: 5258.675781
	Iteration 17Q: 3 clusters Score -3643403 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3643542.750000 Penalty: 5258.675781
	Iteration 18Q: 3 clusters Score -3643543 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3643684.750000 Penalty: 5258.675781
	Iteration 19Q: 3 clusters Score -3643685 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3643813.000000 Penalty: 5258.675781
	Iteration 20F: 3 clusters Score -3643813 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3643917.000000 Penalty: 5258.675781
	Iteration 21Q: 3 clusters Score -3643917 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3643992.250000 Penalty: 5258.675781
	Iteration 22Q: 3 clusters Score -3643992 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3644066.250000 Penalty: 5258.675781
	Iteration 23Q: 3 clusters Score -3644066 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3644118.750000 Penalty: 5258.675781
	Iteration 24Q: 3 clusters Score -3644119 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3644168.250000 Penalty: 5258.675781
	Iteration 25Q: 3 clusters Score -3644168 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3644194.250000 Penalty: 5258.675781
	Iteration 26Q: 3 clusters Score -3644194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3644243.000000 Penalty: 5258.675781
	Iteration 27Q: 3 clusters Score -3644243 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3644273.750000 Penalty: 5258.675781
	Iteration 28Q: 3 clusters Score -3644274 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -3644316.250000 Penalty: 5258.675781
	Iteration 29Q: 3 clusters Score -3644316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3644353.750000 Penalty: 5258.675781
	Iteration 30Q: 3 clusters Score -3644354 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3644400.250000 Penalty: 5258.675781
	Iteration 31Q: 3 clusters Score -3644400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3644446.750000 Penalty: 5258.675781
	Iteration 32Q: 3 clusters Score -3644447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3644501.250000 Penalty: 5258.675781
	Iteration 33Q: 3 clusters Score -3644501 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3644563.250000 Penalty: 5258.675781
	Iteration 34Q: 3 clusters Score -3644563 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3644639.750000 Penalty: 5258.675781
	Iteration 35Q: 3 clusters Score -3644640 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -3644752.750000 Penalty: 5258.675781
	Iteration 36Q: 3 clusters Score -3644753 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3644886.750000 Penalty: 5258.675781
	Iteration 37Q: 3 clusters Score -3644887 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3645045.000000 Penalty: 5258.675781
	Iteration 38Q: 3 clusters Score -3645045 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -3645248.000000 Penalty: 5258.675781
	Iteration 39Q: 3 clusters Score -3645248 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -3645476.000000 Penalty: 5258.675781
	Iteration 40F: 3 clusters Score -3645476 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -3645671.000000 Penalty: 5258.675781
	Iteration 41Q: 3 clusters Score -3645671 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -3645831.750000 Penalty: 5258.675781
	Iteration 42Q: 3 clusters Score -3645832 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3645926.500000 Penalty: 5258.675781
	Iteration 43Q: 3 clusters Score -3645926 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3645996.250000 Penalty: 5258.675781
	Iteration 44Q: 3 clusters Score -3645996 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -3646028.250000 Penalty: 5258.675781
	Iteration 45Q: 3 clusters Score -3646028 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3646052.000000 Penalty: 5258.675781
	Iteration 46Q: 3 clusters Score -3646052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3646075.000000 Penalty: 5258.675781
	Iteration 47Q: 3 clusters Score -3646075 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3646080.000000 Penalty: 5258.675781
	Iteration 48Q: 3 clusters Score -3646080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3646094.500000 Penalty: 5258.675781
	Iteration 49Q: 3 clusters Score -3646094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -3646112.000000 Penalty: 5258.675781
	Iteration 50Q: 3 clusters Score -3646112 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3646122.250000 Penalty: 5258.675781
	Iteration 51Q: 3 clusters Score -3646122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -3646136.250000 Penalty: 5258.675781
	Iteration 52Q: 3 clusters Score -3646136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3646133.250000 Penalty: 5258.675781
	Iteration 53Q: 3 clusters Score -3646133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3646141.500000 Penalty: 5258.675781
	Iteration 54Q: 3 clusters Score -3646142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -3646148.500000 Penalty: 5258.675781
	Iteration 55Q: 3 clusters Score -3646148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -3646156.000000 Penalty: 5258.675781
	Iteration 56Q: 3 clusters Score -3646156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -3646160.000000 Penalty: 5258.675781
	Iteration 57Q: 3 clusters Score -3646160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -3646165.250000 Penalty: 5258.675781
	Iteration 58Q: 3 clusters Score -3646165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -3646161.000000 Penalty: 5258.675781
	Iteration 59Q: 3 clusters Score -3646161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3646156.750000 Penalty: 5258.675781
	Iteration 60F: 3 clusters Score -3646157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -3646164.750000 Penalty: 5258.675781
	Iteration 61Q: 3 clusters Score -3646165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3646162.500000 Penalty: 5258.675781
	Iteration 62Q: 3 clusters Score -3646162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3646164.750000 Penalty: 5258.675781
	Iteration 63Q: 3 clusters Score -3646165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3646163.750000 Penalty: 5258.675781
	Iteration 64Q: 3 clusters Score -3646164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -3646168.000000 Penalty: 5258.675781
	Iteration 65Q: 3 clusters Score -3646168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -3646162.750000 Penalty: 5258.675781
	Iteration 66Q: 3 clusters Score -3646163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -3646161.750000 Penalty: 5258.675781
	Iteration 67Q: 3 clusters Score -3646162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -3646166.250000 Penalty: 5258.675781
	Iteration 68Q: 3 clusters Score -3646166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -3646161.500000 Penalty: 5258.675781
	Iteration 69Q: 3 clusters Score -3646162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -3646157.250000 Penalty: 5258.675781
	Iteration 70Q: 3 clusters Score -3646157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -3646160.000000 Penalty: 5258.675781
	Iteration 71Q: 3 clusters Score -3646160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3646165.250000 Penalty: 5258.675781
	Iteration 72Q: 3 clusters Score -3646165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -3646163.500000 Penalty: 5258.675781
	Iteration 73Q: 3 clusters Score -3646164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -3646165.250000 Penalty: 5258.675781
	Iteration 74Q: 3 clusters Score -3646165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -3646164.250000 Penalty: 5258.675781
	Iteration 75Q: 3 clusters Score -3646164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3646165.000000 Penalty: 5258.675781
	Iteration 76Q: 3 clusters Score -3646165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -3646171.000000 Penalty: 5258.675781
	Iteration 77Q: 3 clusters Score -3646171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3646166.500000 Penalty: 5258.675781
	Iteration 78Q: 3 clusters Score -3646166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -3646169.500000 Penalty: 5258.675781
	Iteration 79Q: 3 clusters Score -3646170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -3646175.500000 Penalty: 5258.675781
	Iteration 80F: 3 clusters Score -3646176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -3646174.000000 Penalty: 5258.675781
	Iteration 81Q: 3 clusters Score -3646174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -3646176.500000 Penalty: 5258.675781
	Iteration 82Q: 3 clusters Score -3646176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -3646170.750000 Penalty: 5258.675781
	Iteration 83Q: 3 clusters Score -3646171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -3646172.000000 Penalty: 5258.675781
	Iteration 84Q: 3 clusters Score -3646172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -3646170.250000 Penalty: 5258.675781
	Iteration 85Q: 3 clusters Score -3646170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -3646169.000000 Penalty: 5258.675781
	Iteration 86Q: 3 clusters Score -3646169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -3646164.750000 Penalty: 5258.675781
	Iteration 87Q: 3 clusters Score -3646165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -3646167.000000 Penalty: 5258.675781
	Iteration 88Q: 3 clusters Score -3646167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -3646167.000000 Penalty: 5258.675781
	Iteration 89F: 3 clusters Score -3646167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -31984.150391 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -31984.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30571.394531 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -30571.39 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30845.285156 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -30845.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30941.607422 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -30941.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30998.728516 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -30998.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31019.660156 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -31019.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31025.330078 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -31025.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31025.330078 Penalty: 3036.756348
	Iteration 6F: 3 clusters Score -31025.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Entering Unmasked Estep 
Score: -3353948.750000 Penalty: 2597.527588
	Iteration 0F: 2 clusters Score -3353949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3329761.000000 Penalty: 5195.055176
	Iteration 0F: 3 clusters Score -3329761 nChanged 16187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3338553.500000 Penalty: 5195.055176
	Iteration 1F: 3 clusters Score -3338554 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3339031.500000 Penalty: 5195.055176
	Iteration 2Q: 3 clusters Score -3339032 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3339494.750000 Penalty: 5195.055176
	Iteration 3Q: 3 clusters Score -3339495 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3340011.500000 Penalty: 5195.055176
	Iteration 4Q: 3 clusters Score -3340012 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3340737.500000 Penalty: 5195.055176
	Iteration 5Q: 3 clusters Score -3340738 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3341778.750000 Penalty: 5195.055176
	Iteration 6F: 3 clusters Score -3341779 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3343343.750000 Penalty: 5195.055176
	Iteration 7F: 3 clusters Score -3343344 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3345520.000000 Penalty: 5195.055176
	Iteration 8F: 3 clusters Score -3345520 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -3347960.500000 Penalty: 5195.055176
	Iteration 9F: 3 clusters Score -3347960 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -3349838.500000 Penalty: 5195.055176
	Iteration 10F: 3 clusters Score -3349838 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -3350771.500000 Penalty: 5195.055176
	Iteration 11Q: 3 clusters Score -3350772 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -3351239.500000 Penalty: 5195.055176
	Iteration 12Q: 3 clusters Score -3351240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -3351423.500000 Penalty: 5195.055176
	Iteration 13Q: 3 clusters Score -3351424 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -3351511.250000 Penalty: 5195.055176
	Iteration 14Q: 3 clusters Score -3351511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -3351555.250000 Penalty: 5195.055176
	Iteration 15Q: 3 clusters Score -3351555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -3351608.500000 Penalty: 5195.055176
	Iteration 16Q: 3 clusters Score -3351608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -3351635.250000 Penalty: 5195.055176
	Iteration 17Q: 3 clusters Score -3351635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -3351646.250000 Penalty: 5195.055176
	Iteration 18Q: 3 clusters Score -3351646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -3351660.750000 Penalty: 5195.055176
	Iteration 19Q: 3 clusters Score -3351661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -3351666.250000 Penalty: 5195.055176
	Iteration 20F: 3 clusters Score -3351666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -3351678.000000 Penalty: 5195.055176
	Iteration 21Q: 3 clusters Score -3351678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -3351690.000000 Penalty: 5195.055176
	Iteration 22Q: 3 clusters Score -3351690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -3351699.500000 Penalty: 5195.055176
	Iteration 23Q: 3 clusters Score -3351700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -3351701.500000 Penalty: 5195.055176
	Iteration 24Q: 3 clusters Score -3351702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -3351701.500000 Penalty: 5195.055176
	Iteration 25F: 3 clusters Score -3351702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Entering Unmasked Estep 
Score: -1200526.875000 Penalty: 2365.456543
	Iteration 0F: 2 clusters Score -1200527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1190465.875000 Penalty: 4730.913086
	Iteration 0F: 3 clusters Score -1190466 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1193676.250000 Penalty: 4730.913086
	Iteration 1F: 3 clusters Score -1193676 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1194251.375000 Penalty: 4730.913086
	Iteration 2F: 3 clusters Score -1194251 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1195010.875000 Penalty: 4730.913086
	Iteration 3F: 3 clusters Score -1195011 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1196064.125000 Penalty: 4730.913086
	Iteration 4F: 3 clusters Score -1196064 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1197327.125000 Penalty: 4730.913086
	Iteration 5F: 3 clusters Score -1197327 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1198435.375000 Penalty: 4730.913086
	Iteration 6F: 3 clusters Score -1198435 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1199057.500000 Penalty: 4730.913086
	Iteration 7F: 3 clusters Score -1199058 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1199489.375000 Penalty: 4730.913086
	Iteration 8Q: 3 clusters Score -1199489 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1199726.625000 Penalty: 4730.913086
	Iteration 9Q: 3 clusters Score -1199727 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1199814.000000 Penalty: 4730.913086
	Iteration 10Q: 3 clusters Score -1199814 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1199857.875000 Penalty: 4730.913086
	Iteration 11Q: 3 clusters Score -1199858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1199888.125000 Penalty: 4730.913086
	Iteration 12Q: 3 clusters Score -1199888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1199903.250000 Penalty: 4730.913086
	Iteration 13Q: 3 clusters Score -1199903 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1199918.750000 Penalty: 4730.913086
	Iteration 14Q: 3 clusters Score -1199919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1199931.875000 Penalty: 4730.913086
	Iteration 15Q: 3 clusters Score -1199932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1199938.000000 Penalty: 4730.913086
	Iteration 16Q: 3 clusters Score -1199938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1199941.250000 Penalty: 4730.913086
	Iteration 17Q: 3 clusters Score -1199941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1199948.500000 Penalty: 4730.913086
	Iteration 18Q: 3 clusters Score -1199948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1199954.000000 Penalty: 4730.913086
	Iteration 19Q: 3 clusters Score -1199954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1199955.375000 Penalty: 4730.913086
	Iteration 20F: 3 clusters Score -1199955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1199956.000000 Penalty: 4730.913086
	Iteration 21Q: 3 clusters Score -1199956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1199957.750000 Penalty: 4730.913086
	Iteration 22Q: 3 clusters Score -1199958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1199962.125000 Penalty: 4730.913086
	Iteration 23Q: 3 clusters Score -1199962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1199961.375000 Penalty: 4730.913086
	Iteration 24Q: 3 clusters Score -1199961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1199967.625000 Penalty: 4730.913086
	Iteration 25Q: 3 clusters Score -1199968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1199966.375000 Penalty: 4730.913086
	Iteration 26Q: 3 clusters Score -1199966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1199970.750000 Penalty: 4730.913086
	Iteration 27Q: 3 clusters Score -1199971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1199971.500000 Penalty: 4730.913086
	Iteration 28Q: 3 clusters Score -1199972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1199975.375000 Penalty: 4730.913086
	Iteration 29Q: 3 clusters Score -1199975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1199976.875000 Penalty: 4730.913086
	Iteration 30Q: 3 clusters Score -1199977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1199974.625000 Penalty: 4730.913086
	Iteration 31Q: 3 clusters Score -1199975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1199971.250000 Penalty: 4730.913086
	Iteration 32Q: 3 clusters Score -1199971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1199974.625000 Penalty: 4730.913086
	Iteration 33Q: 3 clusters Score -1199975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1199970.625000 Penalty: 4730.913086
	Iteration 34Q: 3 clusters Score -1199971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1199974.250000 Penalty: 4730.913086
	Iteration 35Q: 3 clusters Score -1199974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1199973.000000 Penalty: 4730.913086
	Iteration 36Q: 3 clusters Score -1199973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1199978.000000 Penalty: 4730.913086
	Iteration 37Q: 3 clusters Score -1199978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1199978.000000 Penalty: 4730.913086
	Iteration 38Q: 3 clusters Score -1199978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1199978.375000 Penalty: 4730.913086
	Iteration 39Q: 3 clusters Score -1199978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1199979.375000 Penalty: 4730.913086
	Iteration 40F: 3 clusters Score -1199979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1199978.375000 Penalty: 4730.913086
	Iteration 41Q: 3 clusters Score -1199978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1199982.250000 Penalty: 4730.913086
	Iteration 42Q: 3 clusters Score -1199982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1199983.000000 Penalty: 4730.913086
	Iteration 43Q: 3 clusters Score -1199983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1199984.500000 Penalty: 4730.913086
	Iteration 44Q: 3 clusters Score -1199984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1199983.875000 Penalty: 4730.913086
	Iteration 45Q: 3 clusters Score -1199984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1199983.875000 Penalty: 4730.913086
	Iteration 46F: 3 clusters Score -1199984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -119392.304688 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -119392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117140.015625 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -117140 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -117510.226562 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -117510.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -117669.804688 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -117669.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -117781.484375 Penalty: 3598.773438
	Iteration 3Q: 3 clusters Score -117781.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -117896.335938 Penalty: 3598.773438
	Iteration 4Q: 3 clusters Score -117896.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -118042.937500 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -118042.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -118267.320312 Penalty: 3598.773438
	Iteration 6F: 3 clusters Score -118267.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -118597.859375 Penalty: 3598.773438
	Iteration 7F: 3 clusters Score -118597.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -119007.148438 Penalty: 3598.773438
	Iteration 8F: 3 clusters Score -119007.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -119294.773438 Penalty: 3598.773438
	Iteration 9F: 3 clusters Score -119294.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119395.820312 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -119395.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119429.250000 Penalty: 3598.773438
	Iteration 11Q: 3 clusters Score -119429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -119452.218750 Penalty: 3598.773438
	Iteration 12Q: 3 clusters Score -119452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119466.601562 Penalty: 3598.773438
	Iteration 13Q: 3 clusters Score -119466.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -119487.531250 Penalty: 3598.773438
	Iteration 14Q: 3 clusters Score -119487.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119515.765625 Penalty: 3598.773438
	Iteration 15Q: 3 clusters Score -119515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -119539.742188 Penalty: 3598.773438
	Iteration 16Q: 3 clusters Score -119539.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119572.468750 Penalty: 3598.773438
	Iteration 17Q: 3 clusters Score -119572.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119618.242188 Penalty: 3598.773438
	Iteration 18Q: 3 clusters Score -119618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119702.703125 Penalty: 3598.773438
	Iteration 19Q: 3 clusters Score -119702.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119827.757812 Penalty: 3598.773438
	Iteration 20F: 3 clusters Score -119827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119852.734375 Penalty: 3598.773438
	Iteration 21Q: 3 clusters Score -119852.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119870.164062 Penalty: 3598.773438
	Iteration 22Q: 3 clusters Score -119870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119870.164062 Penalty: 3598.773438
	Iteration 23F: 3 clusters Score -119870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1047 members 
Mstep: Class 26 contains 521 members 
Entering Unmasked Estep 
Score: -93622248.000000 Penalty: 89408.812500
Splitting cluster 18 changes total score from -93623568.000000 to -93622248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -309299.718750 Penalty: 2020.671021
	Iteration 0F: 2 clusters Score -309299.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -305755.468750 Penalty: 4041.342041
	Iteration 0F: 3 clusters Score -305755.5 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -306557.375000 Penalty: 4041.342041
	Iteration 1F: 3 clusters Score -306557.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -306800.125000 Penalty: 4041.342041
	Iteration 2F: 3 clusters Score -306800.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -306942.281250 Penalty: 4041.342041
	Iteration 3F: 3 clusters Score -306942.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -307059.750000 Penalty: 4041.342041
	Iteration 4Q: 3 clusters Score -307059.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -307180.937500 Penalty: 4041.342041
	Iteration 5Q: 3 clusters Score -307180.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -307312.593750 Penalty: 4041.342041
	Iteration 6Q: 3 clusters Score -307312.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -307473.562500 Penalty: 4041.342041
	Iteration 7Q: 3 clusters Score -307473.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -307630.468750 Penalty: 4041.342041
	Iteration 8Q: 3 clusters Score -307630.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -307762.875000 Penalty: 4041.342041
	Iteration 9Q: 3 clusters Score -307762.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -307845.031250 Penalty: 4041.342041
	Iteration 10Q: 3 clusters Score -307845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -307901.968750 Penalty: 4041.342041
	Iteration 11Q: 3 clusters Score -307902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -307955.750000 Penalty: 4041.342041
	Iteration 12Q: 3 clusters Score -307955.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -307991.781250 Penalty: 4041.342041
	Iteration 13Q: 3 clusters Score -307991.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -308019.906250 Penalty: 4041.342041
	Iteration 14Q: 3 clusters Score -308019.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -308032.093750 Penalty: 4041.342041
	Iteration 15Q: 3 clusters Score -308032.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -308044.281250 Penalty: 4041.342041
	Iteration 16Q: 3 clusters Score -308044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -308054.000000 Penalty: 4041.342041
	Iteration 17Q: 3 clusters Score -308054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -308059.250000 Penalty: 4041.342041
	Iteration 18Q: 3 clusters Score -308059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -308063.937500 Penalty: 4041.342041
	Iteration 19Q: 3 clusters Score -308063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -308065.312500 Penalty: 4041.342041
	Iteration 20F: 3 clusters Score -308065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -308066.812500 Penalty: 4041.342041
	Iteration 21Q: 3 clusters Score -308066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -308068.406250 Penalty: 4041.342041
	Iteration 22Q: 3 clusters Score -308068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -308069.000000 Penalty: 4041.342041
	Iteration 23Q: 3 clusters Score -308069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308069.187500 Penalty: 4041.342041
	Iteration 24Q: 3 clusters Score -308069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308069.187500 Penalty: 4041.342041
	Iteration 25F: 3 clusters Score -308069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Entering Unmasked Estep 
Score: -2147628.250000 Penalty: 2502.948975
	Iteration 0F: 2 clusters Score -2147628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2130873.500000 Penalty: 5005.897949
	Iteration 0F: 3 clusters Score -2130874 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2136734.000000 Penalty: 5005.897949
	Iteration 1F: 3 clusters Score -2136734 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2137278.500000 Penalty: 5005.897949
	Iteration 2F: 3 clusters Score -2137278 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2137753.000000 Penalty: 5005.897949
	Iteration 3Q: 3 clusters Score -2137753 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2138189.750000 Penalty: 5005.897949
	Iteration 4Q: 3 clusters Score -2138190 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2138646.750000 Penalty: 5005.897949
	Iteration 5Q: 3 clusters Score -2138647 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2139061.000000 Penalty: 5005.897949
	Iteration 6Q: 3 clusters Score -2139061 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2139483.500000 Penalty: 5005.897949
	Iteration 7Q: 3 clusters Score -2139484 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2139924.250000 Penalty: 5005.897949
	Iteration 8Q: 3 clusters Score -2139924 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2140358.750000 Penalty: 5005.897949
	Iteration 9Q: 3 clusters Score -2140359 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2140812.750000 Penalty: 5005.897949
	Iteration 10Q: 3 clusters Score -2140813 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2141226.000000 Penalty: 5005.897949
	Iteration 11Q: 3 clusters Score -2141226 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2141569.250000 Penalty: 5005.897949
	Iteration 12Q: 3 clusters Score -2141569 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2141866.000000 Penalty: 5005.897949
	Iteration 13Q: 3 clusters Score -2141866 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2142112.000000 Penalty: 5005.897949
	Iteration 14Q: 3 clusters Score -2142112 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2142270.500000 Penalty: 5005.897949
	Iteration 15Q: 3 clusters Score -2142270 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2142408.000000 Penalty: 5005.897949
	Iteration 16Q: 3 clusters Score -2142408 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2142506.000000 Penalty: 5005.897949
	Iteration 17Q: 3 clusters Score -2142506 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2142598.500000 Penalty: 5005.897949
	Iteration 18Q: 3 clusters Score -2142598 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2142692.750000 Penalty: 5005.897949
	Iteration 19Q: 3 clusters Score -2142693 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2142777.000000 Penalty: 5005.897949
	Iteration 20F: 3 clusters Score -2142777 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2142866.000000 Penalty: 5005.897949
	Iteration 21Q: 3 clusters Score -2142866 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2142936.500000 Penalty: 5005.897949
	Iteration 22Q: 3 clusters Score -2142936 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2143016.250000 Penalty: 5005.897949
	Iteration 23Q: 3 clusters Score -2143016 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2143099.000000 Penalty: 5005.897949
	Iteration 24Q: 3 clusters Score -2143099 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2143173.750000 Penalty: 5005.897949
	Iteration 25Q: 3 clusters Score -2143174 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2143245.500000 Penalty: 5005.897949
	Iteration 26Q: 3 clusters Score -2143246 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2143334.750000 Penalty: 5005.897949
	Iteration 27Q: 3 clusters Score -2143335 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2143413.000000 Penalty: 5005.897949
	Iteration 28Q: 3 clusters Score -2143413 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2143508.500000 Penalty: 5005.897949
	Iteration 29Q: 3 clusters Score -2143508 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2143596.250000 Penalty: 5005.897949
	Iteration 30Q: 3 clusters Score -2143596 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2143695.500000 Penalty: 5005.897949
	Iteration 31Q: 3 clusters Score -2143696 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2143810.250000 Penalty: 5005.897949
	Iteration 32Q: 3 clusters Score -2143810 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2143923.250000 Penalty: 5005.897949
	Iteration 33Q: 3 clusters Score -2143923 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2144024.500000 Penalty: 5005.897949
	Iteration 34Q: 3 clusters Score -2144024 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2144122.500000 Penalty: 5005.897949
	Iteration 35Q: 3 clusters Score -2144122 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2144220.500000 Penalty: 5005.897949
	Iteration 36Q: 3 clusters Score -2144220 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2144313.000000 Penalty: 5005.897949
	Iteration 37Q: 3 clusters Score -2144313 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2144392.000000 Penalty: 5005.897949
	Iteration 38Q: 3 clusters Score -2144392 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2144483.250000 Penalty: 5005.897949
	Iteration 39Q: 3 clusters Score -2144483 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2144574.250000 Penalty: 5005.897949
	Iteration 40F: 3 clusters Score -2144574 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2144644.000000 Penalty: 5005.897949
	Iteration 41Q: 3 clusters Score -2144644 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2144722.250000 Penalty: 5005.897949
	Iteration 42Q: 3 clusters Score -2144722 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2144782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2144847.500000 Penalty: 5005.897949
	Iteration 44Q: 3 clusters Score -2144848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2144905 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2144955.750000 Penalty: 5005.897949
	Iteration 46Q: 3 clusters Score -2144956 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2145006.500000 Penalty: 5005.897949
	Iteration 47Q: 3 clusters Score -2145006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2145049.250000 Penalty: 5005.897949
	Iteration 48Q: 3 clusters Score -2145049 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2145080.000000 Penalty: 5005.897949
	Iteration 49Q: 3 clusters Score -2145080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2145103.250000 Penalty: 5005.897949
	Iteration 50Q: 3 clusters Score -2145103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2145119.250000 Penalty: 5005.897949
	Iteration 51Q: 3 clusters Score -2145119 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2145143.000000 Penalty: 5005.897949
	Iteration 52Q: 3 clusters Score -2145143 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2145157.750000 Penalty: 5005.897949
	Iteration 53Q: 3 clusters Score -2145158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2145167.750000 Penalty: 5005.897949
	Iteration 54Q: 3 clusters Score -2145168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2145188.750000 Penalty: 5005.897949
	Iteration 55Q: 3 clusters Score -2145189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2145205.000000 Penalty: 5005.897949
	Iteration 56Q: 3 clusters Score -2145205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2145225.250000 Penalty: 5005.897949
	Iteration 57Q: 3 clusters Score -2145225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2145249.000000 Penalty: 5005.897949
	Iteration 58Q: 3 clusters Score -2145249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2145264.250000 Penalty: 5005.897949
	Iteration 59Q: 3 clusters Score -2145264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2145277.250000 Penalty: 5005.897949
	Iteration 60F: 3 clusters Score -2145277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2145294.250000 Penalty: 5005.897949
	Iteration 61Q: 3 clusters Score -2145294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2145305.500000 Penalty: 5005.897949
	Iteration 62Q: 3 clusters Score -2145306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2145316.750000 Penalty: 5005.897949
	Iteration 63Q: 3 clusters Score -2145317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2145328.750000 Penalty: 5005.897949
	Iteration 64Q: 3 clusters Score -2145329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2145335.750000 Penalty: 5005.897949
	Iteration 65Q: 3 clusters Score -2145336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2145347.250000 Penalty: 5005.897949
	Iteration 66Q: 3 clusters Score -2145347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2145355.000000 Penalty: 5005.897949
	Iteration 67Q: 3 clusters Score -2145355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2145364.500000 Penalty: 5005.897949
	Iteration 68Q: 3 clusters Score -2145364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2145376.500000 Penalty: 5005.897949
	Iteration 69Q: 3 clusters Score -2145376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2145387.250000 Penalty: 5005.897949
	Iteration 70Q: 3 clusters Score -2145387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2145394.000000 Penalty: 5005.897949
	Iteration 71Q: 3 clusters Score -2145394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2145401.250000 Penalty: 5005.897949
	Iteration 72Q: 3 clusters Score -2145401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2145407.250000 Penalty: 5005.897949
	Iteration 73Q: 3 clusters Score -2145407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2145414.000000 Penalty: 5005.897949
	Iteration 74Q: 3 clusters Score -2145414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2145423.250000 Penalty: 5005.897949
	Iteration 75Q: 3 clusters Score -2145423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2145434.250000 Penalty: 5005.897949
	Iteration 76Q: 3 clusters Score -2145434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2145440.000000 Penalty: 5005.897949
	Iteration 77Q: 3 clusters Score -2145440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2145448.250000 Penalty: 5005.897949
	Iteration 78Q: 3 clusters Score -2145448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2145454.250000 Penalty: 5005.897949
	Iteration 79Q: 3 clusters Score -2145454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2145457.000000 Penalty: 5005.897949
	Iteration 80F: 3 clusters Score -2145457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2145456.500000 Penalty: 5005.897949
	Iteration 81Q: 3 clusters Score -2145456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2145461.500000 Penalty: 5005.897949
	Iteration 82Q: 3 clusters Score -2145462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2145468.000000 Penalty: 5005.897949
	Iteration 83Q: 3 clusters Score -2145468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2145469.500000 Penalty: 5005.897949
	Iteration 84Q: 3 clusters Score -2145470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2145475.750000 Penalty: 5005.897949
	Iteration 85Q: 3 clusters Score -2145476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2145474.000000 Penalty: 5005.897949
	Iteration 86Q: 3 clusters Score -2145474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2145476.500000 Penalty: 5005.897949
	Iteration 87Q: 3 clusters Score -2145476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2145482.250000 Penalty: 5005.897949
	Iteration 88Q: 3 clusters Score -2145482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2145486.750000 Penalty: 5005.897949
	Iteration 89Q: 3 clusters Score -2145487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2145487.750000 Penalty: 5005.897949
	Iteration 90Q: 3 clusters Score -2145488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2145497.500000 Penalty: 5005.897949
	Iteration 91Q: 3 clusters Score -2145498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2145501.000000 Penalty: 5005.897949
	Iteration 92Q: 3 clusters Score -2145501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2145501.500000 Penalty: 5005.897949
	Iteration 93Q: 3 clusters Score -2145502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2145506.500000 Penalty: 5005.897949
	Iteration 94Q: 3 clusters Score -2145506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2145506.250000 Penalty: 5005.897949
	Iteration 95Q: 3 clusters Score -2145506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2145511.750000 Penalty: 5005.897949
	Iteration 96Q: 3 clusters Score -2145512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2145517.000000 Penalty: 5005.897949
	Iteration 97Q: 3 clusters Score -2145517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2145517.500000 Penalty: 5005.897949
	Iteration 98Q: 3 clusters Score -2145518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2145518.250000 Penalty: 5005.897949
	Iteration 99Q: 3 clusters Score -2145518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2145520.750000 Penalty: 5005.897949
	Iteration 100F: 3 clusters Score -2145521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2145523.000000 Penalty: 5005.897949
	Iteration 101Q: 3 clusters Score -2145523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2145523.500000 Penalty: 5005.897949
	Iteration 102Q: 3 clusters Score -2145524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2145521.750000 Penalty: 5005.897949
	Iteration 103Q: 3 clusters Score -2145522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2145528.000000 Penalty: 5005.897949
	Iteration 104Q: 3 clusters Score -2145528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2145531.750000 Penalty: 5005.897949
	Iteration 105Q: 3 clusters Score -2145532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2145535.750000 Penalty: 5005.897949
	Iteration 106Q: 3 clusters Score -2145536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2145540.750000 Penalty: 5005.897949
	Iteration 107Q: 3 clusters Score -2145541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2145540.250000 Penalty: 5005.897949
	Iteration 108Q: 3 clusters Score -2145540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2145545.250000 Penalty: 5005.897949
	Iteration 109Q: 3 clusters Score -2145545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2145549.500000 Penalty: 5005.897949
	Iteration 110Q: 3 clusters Score -2145550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2145549.500000 Penalty: 5005.897949
	Iteration 111Q: 3 clusters Score -2145550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2145553.000000 Penalty: 5005.897949
	Iteration 112Q: 3 clusters Score -2145553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2145556.500000 Penalty: 5005.897949
	Iteration 113Q: 3 clusters Score -2145556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2145555.750000 Penalty: 5005.897949
	Iteration 114Q: 3 clusters Score -2145556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2145559.500000 Penalty: 5005.897949
	Iteration 115Q: 3 clusters Score -2145560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2145563.250000 Penalty: 5005.897949
	Iteration 116Q: 3 clusters Score -2145563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2145570.750000 Penalty: 5005.897949
	Iteration 117Q: 3 clusters Score -2145571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2145569.750000 Penalty: 5005.897949
	Iteration 118Q: 3 clusters Score -2145570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2145572.250000 Penalty: 5005.897949
	Iteration 119Q: 3 clusters Score -2145572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2145576.750000 Penalty: 5005.897949
	Iteration 120F: 3 clusters Score -2145577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2145581.250000 Penalty: 5005.897949
	Iteration 121Q: 3 clusters Score -2145581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2145579.750000 Penalty: 5005.897949
	Iteration 122Q: 3 clusters Score -2145580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2145583.250000 Penalty: 5005.897949
	Iteration 123Q: 3 clusters Score -2145583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2145585.000000 Penalty: 5005.897949
	Iteration 124Q: 3 clusters Score -2145585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2145588.250000 Penalty: 5005.897949
	Iteration 125Q: 3 clusters Score -2145588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2145588.250000 Penalty: 5005.897949
	Iteration 126Q: 3 clusters Score -2145588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2145591.250000 Penalty: 5005.897949
	Iteration 127Q: 3 clusters Score -2145591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2145591.000000 Penalty: 5005.897949
	Iteration 128Q: 3 clusters Score -2145591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2145595.500000 Penalty: 5005.897949
	Iteration 129Q: 3 clusters Score -2145596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2145597.500000 Penalty: 5005.897949
	Iteration 130Q: 3 clusters Score -2145598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2145601.250000 Penalty: 5005.897949
	Iteration 131Q: 3 clusters Score -2145601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2145603.250000 Penalty: 5005.897949
	Iteration 132Q: 3 clusters Score -2145603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2145599.250000 Penalty: 5005.897949
	Iteration 133Q: 3 clusters Score -2145599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2145601.750000 Penalty: 5005.897949
	Iteration 134Q: 3 clusters Score -2145602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2145603.000000 Penalty: 5005.897949
	Iteration 135Q: 3 clusters Score -2145603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2145602.750000 Penalty: 5005.897949
	Iteration 136Q: 3 clusters Score -2145603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2145602.750000 Penalty: 5005.897949
	Iteration 137F: 3 clusters Score -2145603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (259757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259757 members 
Entering Unmasked Estep 
Score: -23586810.000000 Penalty: 3091.940430
	Iteration 0F: 2 clusters Score -2.358681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129821 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -23412032.000000 Penalty: 6183.880859
	Iteration 0F: 3 clusters Score -2.341203e+07 nChanged 125613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 131155 members 
Entering Unmasked Estep 
Score: -23486246.000000 Penalty: 6183.880859
	Iteration 1F: 3 clusters Score -2.348625e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 132175 members 
Entering Unmasked Estep 
Score: -23487884.000000 Penalty: 6183.880859
	Iteration 2Q: 3 clusters Score -2.348788e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125616 members 
Mstep: Class 2 contains 134141 members 
Entering Unmasked Estep 
Score: -23489650.000000 Penalty: 6183.880859
	Iteration 3Q: 3 clusters Score -2.348965e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122290 members 
Mstep: Class 2 contains 137467 members 
Entering Unmasked Estep 
Score: -23492428.000000 Penalty: 6183.880859
	Iteration 4Q: 3 clusters Score -2.349243e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 142787 members 
Entering Unmasked Estep 
Score: -23496222.000000 Penalty: 6183.880859
	Iteration 5Q: 3 clusters Score -2.349622e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 150606 members 
Entering Unmasked Estep 
Score: -23501638.000000 Penalty: 6183.880859
	Iteration 6Q: 3 clusters Score -2.350164e+07 nChanged 14620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 161054 members 
Entering Unmasked Estep 
Score: -23508980.000000 Penalty: 6183.880859
	Iteration 7F: 3 clusters Score -2.350898e+07 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 173958 members 
Entering Unmasked Estep 
Score: -23518320.000000 Penalty: 6183.880859
	Iteration 8F: 3 clusters Score -2.351832e+07 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 188860 members 
Entering Unmasked Estep 
Score: -23528878.000000 Penalty: 6183.880859
	Iteration 9F: 3 clusters Score -2.352888e+07 nChanged 16315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 204429 members 
Entering Unmasked Estep 
Score: -23540028.000000 Penalty: 6183.880859
	Iteration 10F: 3 clusters Score -2.354003e+07 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 219771 members 
Entering Unmasked Estep 
Score: -23552014.000000 Penalty: 6183.880859
	Iteration 11F: 3 clusters Score -2.355201e+07 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 233258 members 
Entering Unmasked Estep 
Score: -23563236.000000 Penalty: 6183.880859
	Iteration 12F: 3 clusters Score -2.356324e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 243684 members 
Entering Unmasked Estep 
Score: -23572122.000000 Penalty: 6183.880859
	Iteration 13Q: 3 clusters Score -2.357212e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 250605 members 
Entering Unmasked Estep 
Score: -23577932.000000 Penalty: 6183.880859
	Iteration 14Q: 3 clusters Score -2.357793e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 254590 members 
Entering Unmasked Estep 
Score: -23581024.000000 Penalty: 6183.880859
	Iteration 15Q: 3 clusters Score -2.358102e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 256653 members 
Entering Unmasked Estep 
Score: -23582474.000000 Penalty: 6183.880859
	Iteration 16Q: 3 clusters Score -2.358247e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 257691 members 
Entering Unmasked Estep 
Score: -23583230.000000 Penalty: 6183.880859
	Iteration 17Q: 3 clusters Score -2.358323e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 258238 members 
Entering Unmasked Estep 
Score: -23583636.000000 Penalty: 6183.880859
	Iteration 18Q: 3 clusters Score -2.358364e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 258543 members 
Entering Unmasked Estep 
Score: -23583854.000000 Penalty: 6183.880859
	Iteration 19Q: 3 clusters Score -2.358385e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 258700 members 
Entering Unmasked Estep 
Score: -23583964.000000 Penalty: 6183.880859
	Iteration 20F: 3 clusters Score -2.358396e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 258801 members 
Entering Unmasked Estep 
Score: -23583990.000000 Penalty: 6183.880859
	Iteration 21Q: 3 clusters Score -2.358399e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 258859 members 
Entering Unmasked Estep 
Score: -23584068.000000 Penalty: 6183.880859
	Iteration 22Q: 3 clusters Score -2.358407e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 258898 members 
Entering Unmasked Estep 
Score: -23584094.000000 Penalty: 6183.880859
	Iteration 23Q: 3 clusters Score -2.358409e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 258924 members 
Entering Unmasked Estep 
Score: -23584112.000000 Penalty: 6183.880859
	Iteration 24Q: 3 clusters Score -2.358411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 258939 members 
Entering Unmasked Estep 
Score: -23584116.000000 Penalty: 6183.880859
	Iteration 25Q: 3 clusters Score -2.358412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 258954 members 
Entering Unmasked Estep 
Score: -23584128.000000 Penalty: 6183.880859
	Iteration 26Q: 3 clusters Score -2.358413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 258966 members 
Entering Unmasked Estep 
Score: -23584146.000000 Penalty: 6183.880859
	Iteration 27Q: 3 clusters Score -2.358415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 258980 members 
Entering Unmasked Estep 
Score: -23584162.000000 Penalty: 6183.880859
	Iteration 28Q: 3 clusters Score -2.358416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 258986 members 
Entering Unmasked Estep 
Score: -23584154.000000 Penalty: 6183.880859
	Iteration 29Q: 3 clusters Score -2.358415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 258988 members 
Entering Unmasked Estep 
Score: -23584156.000000 Penalty: 6183.880859
	Iteration 30Q: 3 clusters Score -2.358416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 258991 members 
Entering Unmasked Estep 
Score: -23584154.000000 Penalty: 6183.880859
	Iteration 31Q: 3 clusters Score -2.358415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 258992 members 
Entering Unmasked Estep 
Score: -23584166.000000 Penalty: 6183.880859
	Iteration 32Q: 3 clusters Score -2.358417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 258993 members 
Entering Unmasked Estep 
Score: -23584174.000000 Penalty: 6183.880859
	Iteration 33Q: 3 clusters Score -2.358417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 258993 members 
Entering Unmasked Estep 
Score: -23584170.000000 Penalty: 6183.880859
	Iteration 34Q: 3 clusters Score -2.358417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 258996 members 
Entering Unmasked Estep 
Score: -23584160.000000 Penalty: 6183.880859
	Iteration 35Q: 3 clusters Score -2.358416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 258999 members 
Entering Unmasked Estep 
Score: -23584192.000000 Penalty: 6183.880859
	Iteration 36Q: 3 clusters Score -2.358419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 259003 members 
Entering Unmasked Estep 
Score: -23584192.000000 Penalty: 6183.880859
	Iteration 37Q: 3 clusters Score -2.358419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 259008 members 
Entering Unmasked Estep 
Score: -23584178.000000 Penalty: 6183.880859
	Iteration 38Q: 3 clusters Score -2.358418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 259015 members 
Entering Unmasked Estep 
Score: -23584188.000000 Penalty: 6183.880859
	Iteration 39Q: 3 clusters Score -2.358419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 259022 members 
Entering Unmasked Estep 
Score: -23584202.000000 Penalty: 6183.880859
	Iteration 40F: 3 clusters Score -2.35842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 259024 members 
Entering Unmasked Estep 
Score: -23584190.000000 Penalty: 6183.880859
	Iteration 41Q: 3 clusters Score -2.358419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 259025 members 
Entering Unmasked Estep 
Score: -23584208.000000 Penalty: 6183.880859
	Iteration 42Q: 3 clusters Score -2.358421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 259024 members 
Entering Unmasked Estep 
Score: -23584206.000000 Penalty: 6183.880859
	Iteration 43Q: 3 clusters Score -2.358421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 259025 members 
Entering Unmasked Estep 
Score: -23584204.000000 Penalty: 6183.880859
	Iteration 44Q: 3 clusters Score -2.35842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 259026 members 
Entering Unmasked Estep 
Score: -23584200.000000 Penalty: 6183.880859
	Iteration 45Q: 3 clusters Score -2.35842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 259026 members 
Entering Unmasked Estep 
Score: -23584200.000000 Penalty: 6183.880859
	Iteration 46F: 3 clusters Score -2.35842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -85251.500000 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -85251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83293.000000 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -83293 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83542.007812 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -83542.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83591.835938 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -83591.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -83610.710938 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -83610.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83627.226562 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -83627.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83644.843750 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -83644.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83673.695312 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -83673.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83687.632812 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -83687.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83697.468750 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -83697.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83701.320312 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -83701.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83705.273438 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -83705.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83712.070312 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -83712.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83716.726562 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -83716.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83721.937500 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -83721.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83722.554688 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -83722.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83722.554688 Penalty: 3428.226807
	Iteration 15F: 3 clusters Score -83722.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15393.962891 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -15393.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14247.597656 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -14247.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14323.013672 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -14323.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14352.525391 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -14352.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14364.490234 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -14364.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14411.107422 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -14411.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14491.158203 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -14491.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14508.056641 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -14508.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14528.249023 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -14528.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14533.596680 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -14533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14533.596680 Penalty: 2688.585449
	Iteration 9F: 3 clusters Score -14533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -88281.101562 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -88281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86329.351562 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -86329.35 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86687.046875 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -86687.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86950.750000 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -86950.75 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87279.343750 Penalty: 3462.578857
	Iteration 3F: 3 clusters Score -87279.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87456.546875 Penalty: 3462.578857
	Iteration 4F: 3 clusters Score -87456.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -87549.703125 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -87549.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87602.578125 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -87602.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87682.015625 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -87682.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87753.593750 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -87753.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87832.296875 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -87832.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87910.562500 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -87910.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88045.843750 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -88045.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88192.757812 Penalty: 3462.578857
	Iteration 12Q: 3 clusters Score -88192.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88384.773438 Penalty: 3462.578857
	Iteration 13Q: 3 clusters Score -88384.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88486.929688 Penalty: 3462.578857
	Iteration 14Q: 3 clusters Score -88486.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88524.625000 Penalty: 3462.578857
	Iteration 15Q: 3 clusters Score -88524.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88530.296875 Penalty: 3462.578857
	Iteration 16Q: 3 clusters Score -88530.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88531.375000 Penalty: 3462.578857
	Iteration 17Q: 3 clusters Score -88531.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88531.375000 Penalty: 3462.578857
	Iteration 18F: 3 clusters Score -88531.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 605 members 
Mstep: Class 25 contains 1047 members 
Mstep: Class 26 contains 471 members 
Entering Unmasked Estep 
Score: -93622168.000000 Penalty: 89408.812500
Splitting cluster 24 changes total score from -93623568.000000 to -93622168.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623608.000000 Penalty: 85970.007812
Iteration 230F: 26 clusters Score -9.362361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623608.000000 Penalty: 85970.007812
Iteration 231Q: 26 clusters Score -9.362361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623592.000000 Penalty: 85970.007812
Iteration 232Q: 26 clusters Score -9.362359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623592.000000 Penalty: 85970.007812
Iteration 233F: 26 clusters Score -9.362359e+07 nChanged 0
Entering ConstructFrom: 
Score: -93623592.000000 Penalty: 85970.007812
Entering ConstructFrom: 
Trying to split cluster 1 (18989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Entering Unmasked Estep 
Score: -1633640.125000 Penalty: 2443.200439
	Iteration 0F: 2 clusters Score -1633640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1620175.750000 Penalty: 4886.400879
	Iteration 0F: 3 clusters Score -1620176 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1624804.125000 Penalty: 4886.400879
	Iteration 1F: 3 clusters Score -1624804 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1625311.500000 Penalty: 4886.400879
	Iteration 2F: 3 clusters Score -1625312 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1625806.500000 Penalty: 4886.400879
	Iteration 3F: 3 clusters Score -1625806 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1626401.500000 Penalty: 4886.400879
	Iteration 4F: 3 clusters Score -1626402 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1627026.250000 Penalty: 4886.400879
	Iteration 5F: 3 clusters Score -1627026 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1627670.375000 Penalty: 4886.400879
	Iteration 6F: 3 clusters Score -1627670 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1628361.875000 Penalty: 4886.400879
	Iteration 7F: 3 clusters Score -1628362 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1629001.875000 Penalty: 4886.400879
	Iteration 8F: 3 clusters Score -1629002 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1629548.375000 Penalty: 4886.400879
	Iteration 9Q: 3 clusters Score -1629548 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1630025.000000 Penalty: 4886.400879
	Iteration 10Q: 3 clusters Score -1630025 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1630416.750000 Penalty: 4886.400879
	Iteration 11Q: 3 clusters Score -1630417 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1630792.000000 Penalty: 4886.400879
	Iteration 12Q: 3 clusters Score -1630792 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1631053.250000 Penalty: 4886.400879
	Iteration 13Q: 3 clusters Score -1631053 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1631239.125000 Penalty: 4886.400879
	Iteration 14Q: 3 clusters Score -1631239 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1631389.125000 Penalty: 4886.400879
	Iteration 15Q: 3 clusters Score -1631389 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1631510.125000 Penalty: 4886.400879
	Iteration 16Q: 3 clusters Score -1631510 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1631593.375000 Penalty: 4886.400879
	Iteration 17Q: 3 clusters Score -1631593 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1631660.625000 Penalty: 4886.400879
	Iteration 18Q: 3 clusters Score -1631661 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1631729.875000 Penalty: 4886.400879
	Iteration 19Q: 3 clusters Score -1631730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1631813.625000 Penalty: 4886.400879
	Iteration 20F: 3 clusters Score -1631814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1631875.500000 Penalty: 4886.400879
	Iteration 21Q: 3 clusters Score -1631876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1631951.500000 Penalty: 4886.400879
	Iteration 22Q: 3 clusters Score -1631952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1632002.000000 Penalty: 4886.400879
	Iteration 23Q: 3 clusters Score -1632002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1632036.500000 Penalty: 4886.400879
	Iteration 24Q: 3 clusters Score -1632036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1632065.875000 Penalty: 4886.400879
	Iteration 25Q: 3 clusters Score -1632066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1632089.250000 Penalty: 4886.400879
	Iteration 26Q: 3 clusters Score -1632089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1632110.375000 Penalty: 4886.400879
	Iteration 27Q: 3 clusters Score -1632110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1632119.375000 Penalty: 4886.400879
	Iteration 28Q: 3 clusters Score -1632119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1632127.125000 Penalty: 4886.400879
	Iteration 29Q: 3 clusters Score -1632127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1632128.500000 Penalty: 4886.400879
	Iteration 30Q: 3 clusters Score -1632128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1632139.500000 Penalty: 4886.400879
	Iteration 31Q: 3 clusters Score -1632140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1632141.625000 Penalty: 4886.400879
	Iteration 32Q: 3 clusters Score -1632142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1632144.000000 Penalty: 4886.400879
	Iteration 33Q: 3 clusters Score -1632144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1632150.375000 Penalty: 4886.400879
	Iteration 34Q: 3 clusters Score -1632150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1632153.500000 Penalty: 4886.400879
	Iteration 35Q: 3 clusters Score -1632154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1632154.500000 Penalty: 4886.400879
	Iteration 36Q: 3 clusters Score -1632154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1632156.125000 Penalty: 4886.400879
	Iteration 37Q: 3 clusters Score -1632156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1632154.375000 Penalty: 4886.400879
	Iteration 38Q: 3 clusters Score -1632154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1632157.250000 Penalty: 4886.400879
	Iteration 39Q: 3 clusters Score -1632157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1632157.250000 Penalty: 4886.400879
	Iteration 40F: 3 clusters Score -1632157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -34307.074219 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -34307.07 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 255 members 
Entering Unmasked Estep 
Score: -32985.765625 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -32985.77 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33469.410156 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -33469.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33736.011719 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -33736.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33886.742188 Penalty: 3061.163330
	Iteration 3F: 3 clusters Score -33886.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34004.847656 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -34004.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34090.957031 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -34090.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34178.835938 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -34178.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34203.835938 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -34203.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34206.718750 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -34206.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34206.718750 Penalty: 3061.163330
	Iteration 9F: 3 clusters Score -34206.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (435464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435464 members 
Entering Unmasked Estep 
Score: -40038620.000000 Penalty: 3220.073486
	Iteration 0F: 2 clusters Score -4.003862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217545 members 
Mstep: Class 2 contains 217919 members 
Entering Unmasked Estep 
Score: -39745312.000000 Penalty: 6440.146973
	Iteration 0F: 3 clusters Score -3.974531e+07 nChanged 211795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214238 members 
Mstep: Class 2 contains 221226 members 
Entering Unmasked Estep 
Score: -39871340.000000 Penalty: 6440.146973
	Iteration 1F: 3 clusters Score -3.987134e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212205 members 
Mstep: Class 2 contains 223259 members 
Entering Unmasked Estep 
Score: -39872732.000000 Penalty: 6440.146973
	Iteration 2Q: 3 clusters Score -3.987273e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208562 members 
Mstep: Class 2 contains 226902 members 
Entering Unmasked Estep 
Score: -39874796.000000 Penalty: 6440.146973
	Iteration 3Q: 3 clusters Score -3.98748e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202672 members 
Mstep: Class 2 contains 232792 members 
Entering Unmasked Estep 
Score: -39877604.000000 Penalty: 6440.146973
	Iteration 4Q: 3 clusters Score -3.98776e+07 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193239 members 
Mstep: Class 2 contains 242225 members 
Entering Unmasked Estep 
Score: -39881628.000000 Penalty: 6440.146973
	Iteration 5Q: 3 clusters Score -3.988163e+07 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 257040 members 
Entering Unmasked Estep 
Score: -39888804.000000 Penalty: 6440.146973
	Iteration 6Q: 3 clusters Score -3.98888e+07 nChanged 24880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 279540 members 
Entering Unmasked Estep 
Score: -39901820.000000 Penalty: 6440.146973
	Iteration 7F: 3 clusters Score -3.990182e+07 nChanged 32362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 310562 members 
Entering Unmasked Estep 
Score: -39924452.000000 Penalty: 6440.146973
	Iteration 8F: 3 clusters Score -3.992445e+07 nChanged 37278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 347188 members 
Entering Unmasked Estep 
Score: -39956268.000000 Penalty: 6440.146973
	Iteration 9F: 3 clusters Score -3.995627e+07 nChanged 34399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 381337 members 
Entering Unmasked Estep 
Score: -39988268.000000 Penalty: 6440.146973
	Iteration 10F: 3 clusters Score -3.998827e+07 nChanged 24569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 405808 members 
Entering Unmasked Estep 
Score: -40011812.000000 Penalty: 6440.146973
	Iteration 11F: 3 clusters Score -4.001181e+07 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 419972 members 
Entering Unmasked Estep 
Score: -40024360.000000 Penalty: 6440.146973
	Iteration 12Q: 3 clusters Score -4.002436e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 427331 members 
Entering Unmasked Estep 
Score: -40030112.000000 Penalty: 6440.146973
	Iteration 13Q: 3 clusters Score -4.003011e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 430995 members 
Entering Unmasked Estep 
Score: -40032840.000000 Penalty: 6440.146973
	Iteration 14Q: 3 clusters Score -4.003284e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 432755 members 
Entering Unmasked Estep 
Score: -40034284.000000 Penalty: 6440.146973
	Iteration 15Q: 3 clusters Score -4.003428e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 433605 members 
Entering Unmasked Estep 
Score: -40034976.000000 Penalty: 6440.146973
	Iteration 16Q: 3 clusters Score -4.003498e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 434052 members 
Entering Unmasked Estep 
Score: -40035336.000000 Penalty: 6440.146973
	Iteration 17Q: 3 clusters Score -4.003534e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 434286 members 
Entering Unmasked Estep 
Score: -40035480.000000 Penalty: 6440.146973
	Iteration 18Q: 3 clusters Score -4.003548e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 434424 members 
Entering Unmasked Estep 
Score: -40035552.000000 Penalty: 6440.146973
	Iteration 19Q: 3 clusters Score -4.003555e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 434519 members 
Entering Unmasked Estep 
Score: -40035580.000000 Penalty: 6440.146973
	Iteration 20F: 3 clusters Score -4.003558e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 434583 members 
Entering Unmasked Estep 
Score: -40035628.000000 Penalty: 6440.146973
	Iteration 21Q: 3 clusters Score -4.003563e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 434638 members 
Entering Unmasked Estep 
Score: -40035644.000000 Penalty: 6440.146973
	Iteration 22Q: 3 clusters Score -4.003564e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 434670 members 
Entering Unmasked Estep 
Score: -40035696.000000 Penalty: 6440.146973
	Iteration 23Q: 3 clusters Score -4.00357e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 434699 members 
Entering Unmasked Estep 
Score: -40035736.000000 Penalty: 6440.146973
	Iteration 24Q: 3 clusters Score -4.003574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 434716 members 
Entering Unmasked Estep 
Score: -40035752.000000 Penalty: 6440.146973
	Iteration 25Q: 3 clusters Score -4.003575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 434730 members 
Entering Unmasked Estep 
Score: -40035764.000000 Penalty: 6440.146973
	Iteration 26Q: 3 clusters Score -4.003576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 434743 members 
Entering Unmasked Estep 
Score: -40035804.000000 Penalty: 6440.146973
	Iteration 27Q: 3 clusters Score -4.00358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 434744 members 
Entering Unmasked Estep 
Score: -40035796.000000 Penalty: 6440.146973
	Iteration 28Q: 3 clusters Score -4.00358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 434750 members 
Entering Unmasked Estep 
Score: -40035796.000000 Penalty: 6440.146973
	Iteration 29Q: 3 clusters Score -4.00358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 434759 members 
Entering Unmasked Estep 
Score: -40035800.000000 Penalty: 6440.146973
	Iteration 30Q: 3 clusters Score -4.00358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 434768 members 
Entering Unmasked Estep 
Score: -40035796.000000 Penalty: 6440.146973
	Iteration 31Q: 3 clusters Score -4.00358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 434777 members 
Entering Unmasked Estep 
Score: -40035848.000000 Penalty: 6440.146973
	Iteration 32Q: 3 clusters Score -4.003585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 434784 members 
Entering Unmasked Estep 
Score: -40035844.000000 Penalty: 6440.146973
	Iteration 33Q: 3 clusters Score -4.003584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 434787 members 
Entering Unmasked Estep 
Score: -40035852.000000 Penalty: 6440.146973
	Iteration 34Q: 3 clusters Score -4.003585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 434790 members 
Entering Unmasked Estep 
Score: -40035848.000000 Penalty: 6440.146973
	Iteration 35Q: 3 clusters Score -4.003585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 434792 members 
Entering Unmasked Estep 
Score: -40035848.000000 Penalty: 6440.146973
	Iteration 36Q: 3 clusters Score -4.003585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 434793 members 
Entering Unmasked Estep 
Score: -40035860.000000 Penalty: 6440.146973
	Iteration 37Q: 3 clusters Score -4.003586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 434794 members 
Entering Unmasked Estep 
Score: -40035868.000000 Penalty: 6440.146973
	Iteration 38Q: 3 clusters Score -4.003587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 434794 members 
Entering Unmasked Estep 
Score: -40035868.000000 Penalty: 6440.146973
	Iteration 39F: 3 clusters Score -4.003587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Entering Unmasked Estep 
Score: -1276156.750000 Penalty: 2384.355713
	Iteration 0F: 2 clusters Score -1276157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1265293.250000 Penalty: 4768.711426
	Iteration 0F: 3 clusters Score -1265293 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1268799.375000 Penalty: 4768.711426
	Iteration 1F: 3 clusters Score -1268799 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1269105.375000 Penalty: 4768.711426
	Iteration 2F: 3 clusters Score -1269105 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1269376.125000 Penalty: 4768.711426
	Iteration 3Q: 3 clusters Score -1269376 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1269612.750000 Penalty: 4768.711426
	Iteration 4Q: 3 clusters Score -1269613 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1269834.750000 Penalty: 4768.711426
	Iteration 5Q: 3 clusters Score -1269835 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1270062.000000 Penalty: 4768.711426
	Iteration 6Q: 3 clusters Score -1270062 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1270301.875000 Penalty: 4768.711426
	Iteration 7Q: 3 clusters Score -1270302 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1270572.125000 Penalty: 4768.711426
	Iteration 8Q: 3 clusters Score -1270572 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1270892.000000 Penalty: 4768.711426
	Iteration 9Q: 3 clusters Score -1270892 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1271233.625000 Penalty: 4768.711426
	Iteration 10Q: 3 clusters Score -1271234 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1271596.000000 Penalty: 4768.711426
	Iteration 11Q: 3 clusters Score -1271596 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1272002.375000 Penalty: 4768.711426
	Iteration 12Q: 3 clusters Score -1272002 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1272425.875000 Penalty: 4768.711426
	Iteration 13Q: 3 clusters Score -1272426 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1272789.625000 Penalty: 4768.711426
	Iteration 14Q: 3 clusters Score -1272790 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1273109.500000 Penalty: 4768.711426
	Iteration 15Q: 3 clusters Score -1273110 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1273400.000000 Penalty: 4768.711426
	Iteration 16Q: 3 clusters Score -1273400 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1273630.375000 Penalty: 4768.711426
	Iteration 17Q: 3 clusters Score -1273630 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1273816.750000 Penalty: 4768.711426
	Iteration 18Q: 3 clusters Score -1273817 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1273939.250000 Penalty: 4768.711426
	Iteration 19Q: 3 clusters Score -1273939 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1274010.625000 Penalty: 4768.711426
	Iteration 20F: 3 clusters Score -1274011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1274068.625000 Penalty: 4768.711426
	Iteration 21Q: 3 clusters Score -1274069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1274114.500000 Penalty: 4768.711426
	Iteration 22Q: 3 clusters Score -1274114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1274153.875000 Penalty: 4768.711426
	Iteration 23Q: 3 clusters Score -1274154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1274178.500000 Penalty: 4768.711426
	Iteration 24Q: 3 clusters Score -1274178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1274206.375000 Penalty: 4768.711426
	Iteration 25Q: 3 clusters Score -1274206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1274226.750000 Penalty: 4768.711426
	Iteration 26Q: 3 clusters Score -1274227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1274244.750000 Penalty: 4768.711426
	Iteration 27Q: 3 clusters Score -1274245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1274255.875000 Penalty: 4768.711426
	Iteration 28Q: 3 clusters Score -1274256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1274257.125000 Penalty: 4768.711426
	Iteration 29Q: 3 clusters Score -1274257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1274269.625000 Penalty: 4768.711426
	Iteration 30Q: 3 clusters Score -1274270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1274272.125000 Penalty: 4768.711426
	Iteration 31Q: 3 clusters Score -1274272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1274276.625000 Penalty: 4768.711426
	Iteration 32Q: 3 clusters Score -1274277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1274280.375000 Penalty: 4768.711426
	Iteration 33Q: 3 clusters Score -1274280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1274281.000000 Penalty: 4768.711426
	Iteration 34Q: 3 clusters Score -1274281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1274281.375000 Penalty: 4768.711426
	Iteration 35Q: 3 clusters Score -1274281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1274280.750000 Penalty: 4768.711426
	Iteration 36Q: 3 clusters Score -1274281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1274280.750000 Penalty: 4768.711426
	Iteration 37F: 3 clusters Score -1274281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Entering Unmasked Estep 
Score: -958775.937500 Penalty: 2315.044189
	Iteration 0F: 2 clusters Score -958775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -950319.812500 Penalty: 4630.088379
	Iteration 0F: 3 clusters Score -950319.8 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -952932.375000 Penalty: 4630.088379
	Iteration 1F: 3 clusters Score -952932.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -953399.187500 Penalty: 4630.088379
	Iteration 2F: 3 clusters Score -953399.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -953779.937500 Penalty: 4630.088379
	Iteration 3F: 3 clusters Score -953779.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -954091.375000 Penalty: 4630.088379
	Iteration 4F: 3 clusters Score -954091.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -954366.250000 Penalty: 4630.088379
	Iteration 5Q: 3 clusters Score -954366.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -954614.937500 Penalty: 4630.088379
	Iteration 6Q: 3 clusters Score -954614.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -954833.062500 Penalty: 4630.088379
	Iteration 7Q: 3 clusters Score -954833.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -955047.312500 Penalty: 4630.088379
	Iteration 8Q: 3 clusters Score -955047.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -955245.062500 Penalty: 4630.088379
	Iteration 9Q: 3 clusters Score -955245.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -955444.812500 Penalty: 4630.088379
	Iteration 10Q: 3 clusters Score -955444.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -955641.625000 Penalty: 4630.088379
	Iteration 11Q: 3 clusters Score -955641.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -955809.437500 Penalty: 4630.088379
	Iteration 12Q: 3 clusters Score -955809.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -955951.687500 Penalty: 4630.088379
	Iteration 13Q: 3 clusters Score -955951.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -956081.312500 Penalty: 4630.088379
	Iteration 14Q: 3 clusters Score -956081.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -956179.312500 Penalty: 4630.088379
	Iteration 15Q: 3 clusters Score -956179.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -956266.000000 Penalty: 4630.088379
	Iteration 16Q: 3 clusters Score -956266 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -956346.750000 Penalty: 4630.088379
	Iteration 17Q: 3 clusters Score -956346.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -956410.187500 Penalty: 4630.088379
	Iteration 18Q: 3 clusters Score -956410.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -956456.937500 Penalty: 4630.088379
	Iteration 19Q: 3 clusters Score -956456.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -956494.250000 Penalty: 4630.088379
	Iteration 20F: 3 clusters Score -956494.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -956525.937500 Penalty: 4630.088379
	Iteration 21Q: 3 clusters Score -956525.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -956549.312500 Penalty: 4630.088379
	Iteration 22Q: 3 clusters Score -956549.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -956566.937500 Penalty: 4630.088379
	Iteration 23Q: 3 clusters Score -956566.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -956585.812500 Penalty: 4630.088379
	Iteration 24Q: 3 clusters Score -956585.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -956601.125000 Penalty: 4630.088379
	Iteration 25Q: 3 clusters Score -956601.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -956613.375000 Penalty: 4630.088379
	Iteration 26Q: 3 clusters Score -956613.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -956625.875000 Penalty: 4630.088379
	Iteration 27Q: 3 clusters Score -956625.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -956639.375000 Penalty: 4630.088379
	Iteration 28Q: 3 clusters Score -956639.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -956656.375000 Penalty: 4630.088379
	Iteration 29Q: 3 clusters Score -956656.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -956666.812500 Penalty: 4630.088379
	Iteration 30Q: 3 clusters Score -956666.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -956681.687500 Penalty: 4630.088379
	Iteration 31Q: 3 clusters Score -956681.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -956693.187500 Penalty: 4630.088379
	Iteration 32Q: 3 clusters Score -956693.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -956700.562500 Penalty: 4630.088379
	Iteration 33Q: 3 clusters Score -956700.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -956709.125000 Penalty: 4630.088379
	Iteration 34Q: 3 clusters Score -956709.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -956715.500000 Penalty: 4630.088379
	Iteration 35Q: 3 clusters Score -956715.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -956727.875000 Penalty: 4630.088379
	Iteration 36Q: 3 clusters Score -956727.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -956732.000000 Penalty: 4630.088379
	Iteration 37Q: 3 clusters Score -956732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -956741.750000 Penalty: 4630.088379
	Iteration 38Q: 3 clusters Score -956741.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -956752.812500 Penalty: 4630.088379
	Iteration 39Q: 3 clusters Score -956752.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -956761.500000 Penalty: 4630.088379
	Iteration 40F: 3 clusters Score -956761.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -956766.062500 Penalty: 4630.088379
	Iteration 41Q: 3 clusters Score -956766.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -956771.937500 Penalty: 4630.088379
	Iteration 42Q: 3 clusters Score -956771.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -956774.437500 Penalty: 4630.088379
	Iteration 43Q: 3 clusters Score -956774.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -956777.625000 Penalty: 4630.088379
	Iteration 44Q: 3 clusters Score -956777.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -956780.687500 Penalty: 4630.088379
	Iteration 45Q: 3 clusters Score -956780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -956781.687500 Penalty: 4630.088379
	Iteration 46Q: 3 clusters Score -956781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -956781.125000 Penalty: 4630.088379
	Iteration 47Q: 3 clusters Score -956781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -956784.312500 Penalty: 4630.088379
	Iteration 48Q: 3 clusters Score -956784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -956785.125000 Penalty: 4630.088379
	Iteration 49Q: 3 clusters Score -956785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -956787.125000 Penalty: 4630.088379
	Iteration 50Q: 3 clusters Score -956787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -956788.000000 Penalty: 4630.088379
	Iteration 51Q: 3 clusters Score -956788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -956787.500000 Penalty: 4630.088379
	Iteration 52Q: 3 clusters Score -956787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -956787.687500 Penalty: 4630.088379
	Iteration 53Q: 3 clusters Score -956787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -956786.375000 Penalty: 4630.088379
	Iteration 54Q: 3 clusters Score -956786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -956787.937500 Penalty: 4630.088379
	Iteration 55Q: 3 clusters Score -956787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -956788.375000 Penalty: 4630.088379
	Iteration 56Q: 3 clusters Score -956788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -956787.062500 Penalty: 4630.088379
	Iteration 57Q: 3 clusters Score -956787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -956786.375000 Penalty: 4630.088379
	Iteration 58Q: 3 clusters Score -956786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -956789.750000 Penalty: 4630.088379
	Iteration 59Q: 3 clusters Score -956789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -956789.750000 Penalty: 4630.088379
	Iteration 60F: 3 clusters Score -956789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -62697.613281 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -62697.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60989.152344 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -60989.15 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -61406.917969 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -61406.92 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -61749.386719 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -61749.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -62091.304688 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -62091.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -62411.449219 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -62411.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62564.835938 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -62564.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -62641.773438 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -62641.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62712.289062 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -62712.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -62738.531250 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -62738.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -62773.933594 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -62773.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -62836.753906 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -62836.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -62997.949219 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -62997.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -63209.792969 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -63209.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -63297.628906 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -63297.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63334.832031 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -63334.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -63414.429688 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -63414.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63436.980469 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -63436.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63444.207031 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -63444.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63444.207031 Penalty: 3320.502686
	Iteration 18F: 3 clusters Score -63444.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1046 members 
Mstep: Class 26 contains 498 members 
Entering Unmasked Estep 
Score: -93622384.000000 Penalty: 89408.812500
Splitting cluster 6 changes total score from -93623592.000000 to -93622384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Entering Unmasked Estep 
Score: -888902.875000 Penalty: 2274.272949
	Iteration 0F: 2 clusters Score -888902.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -881386.250000 Penalty: 4548.545898
	Iteration 0F: 3 clusters Score -881386.2 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -883527.125000 Penalty: 4548.545898
	Iteration 1F: 3 clusters Score -883527.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -883867.812500 Penalty: 4548.545898
	Iteration 2F: 3 clusters Score -883867.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -884137.250000 Penalty: 4548.545898
	Iteration 3F: 3 clusters Score -884137.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -884318.937500 Penalty: 4548.545898
	Iteration 4Q: 3 clusters Score -884318.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -884465.437500 Penalty: 4548.545898
	Iteration 5Q: 3 clusters Score -884465.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -884588.062500 Penalty: 4548.545898
	Iteration 6Q: 3 clusters Score -884588.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -884693.625000 Penalty: 4548.545898
	Iteration 7Q: 3 clusters Score -884693.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -884791.687500 Penalty: 4548.545898
	Iteration 8Q: 3 clusters Score -884791.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -884891.062500 Penalty: 4548.545898
	Iteration 9Q: 3 clusters Score -884891.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -884993.125000 Penalty: 4548.545898
	Iteration 10Q: 3 clusters Score -884993.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -885101.062500 Penalty: 4548.545898
	Iteration 11Q: 3 clusters Score -885101.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -885229.375000 Penalty: 4548.545898
	Iteration 12Q: 3 clusters Score -885229.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -885388.625000 Penalty: 4548.545898
	Iteration 13Q: 3 clusters Score -885388.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -885572.812500 Penalty: 4548.545898
	Iteration 14Q: 3 clusters Score -885572.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -885727.875000 Penalty: 4548.545898
	Iteration 15Q: 3 clusters Score -885727.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -885872.062500 Penalty: 4548.545898
	Iteration 16Q: 3 clusters Score -885872.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -885992.687500 Penalty: 4548.545898
	Iteration 17Q: 3 clusters Score -885992.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -886075.875000 Penalty: 4548.545898
	Iteration 18Q: 3 clusters Score -886075.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -886129.937500 Penalty: 4548.545898
	Iteration 19Q: 3 clusters Score -886129.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -886176.812500 Penalty: 4548.545898
	Iteration 20F: 3 clusters Score -886176.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -886219.375000 Penalty: 4548.545898
	Iteration 21Q: 3 clusters Score -886219.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -886263.687500 Penalty: 4548.545898
	Iteration 22Q: 3 clusters Score -886263.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -886300.812500 Penalty: 4548.545898
	Iteration 23Q: 3 clusters Score -886300.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -886348.437500 Penalty: 4548.545898
	Iteration 24Q: 3 clusters Score -886348.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -886406.312500 Penalty: 4548.545898
	Iteration 25Q: 3 clusters Score -886406.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -886465.562500 Penalty: 4548.545898
	Iteration 26Q: 3 clusters Score -886465.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -886517.000000 Penalty: 4548.545898
	Iteration 27Q: 3 clusters Score -886517 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -886569.812500 Penalty: 4548.545898
	Iteration 28Q: 3 clusters Score -886569.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -886621.625000 Penalty: 4548.545898
	Iteration 29Q: 3 clusters Score -886621.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -886673.750000 Penalty: 4548.545898
	Iteration 30Q: 3 clusters Score -886673.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -886708.187500 Penalty: 4548.545898
	Iteration 31Q: 3 clusters Score -886708.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -886731.937500 Penalty: 4548.545898
	Iteration 32Q: 3 clusters Score -886731.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -886750.875000 Penalty: 4548.545898
	Iteration 33Q: 3 clusters Score -886750.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -886763.875000 Penalty: 4548.545898
	Iteration 34Q: 3 clusters Score -886763.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -886772.375000 Penalty: 4548.545898
	Iteration 35Q: 3 clusters Score -886772.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -886782.562500 Penalty: 4548.545898
	Iteration 36Q: 3 clusters Score -886782.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -886787.062500 Penalty: 4548.545898
	Iteration 37Q: 3 clusters Score -886787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -886790.187500 Penalty: 4548.545898
	Iteration 38Q: 3 clusters Score -886790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -886792.437500 Penalty: 4548.545898
	Iteration 39Q: 3 clusters Score -886792.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -886794.625000 Penalty: 4548.545898
	Iteration 40F: 3 clusters Score -886794.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -886800.437500 Penalty: 4548.545898
	Iteration 41Q: 3 clusters Score -886800.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -886804.500000 Penalty: 4548.545898
	Iteration 42Q: 3 clusters Score -886804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -886807.562500 Penalty: 4548.545898
	Iteration 43Q: 3 clusters Score -886807.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -886809.687500 Penalty: 4548.545898
	Iteration 44Q: 3 clusters Score -886809.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -886808.000000 Penalty: 4548.545898
	Iteration 45Q: 3 clusters Score -886808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -886808.625000 Penalty: 4548.545898
	Iteration 46Q: 3 clusters Score -886808.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -886814.687500 Penalty: 4548.545898
	Iteration 47Q: 3 clusters Score -886814.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -886813.625000 Penalty: 4548.545898
	Iteration 48Q: 3 clusters Score -886813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -886815.812500 Penalty: 4548.545898
	Iteration 49Q: 3 clusters Score -886815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -886816.625000 Penalty: 4548.545898
	Iteration 50Q: 3 clusters Score -886816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -886820.437500 Penalty: 4548.545898
	Iteration 51Q: 3 clusters Score -886820.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -886820.500000 Penalty: 4548.545898
	Iteration 52Q: 3 clusters Score -886820.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -886821.750000 Penalty: 4548.545898
	Iteration 53Q: 3 clusters Score -886821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -886827.687500 Penalty: 4548.545898
	Iteration 54Q: 3 clusters Score -886827.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -886830.375000 Penalty: 4548.545898
	Iteration 55Q: 3 clusters Score -886830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -886831.812500 Penalty: 4548.545898
	Iteration 56Q: 3 clusters Score -886831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -886832.312500 Penalty: 4548.545898
	Iteration 57Q: 3 clusters Score -886832.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -886831.125000 Penalty: 4548.545898
	Iteration 58Q: 3 clusters Score -886831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -886832.062500 Penalty: 4548.545898
	Iteration 59Q: 3 clusters Score -886832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -886834.750000 Penalty: 4548.545898
	Iteration 60F: 3 clusters Score -886834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -886837.312500 Penalty: 4548.545898
	Iteration 61Q: 3 clusters Score -886837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -886836.625000 Penalty: 4548.545898
	Iteration 62Q: 3 clusters Score -886836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -886836.937500 Penalty: 4548.545898
	Iteration 63Q: 3 clusters Score -886836.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -886840.875000 Penalty: 4548.545898
	Iteration 64Q: 3 clusters Score -886840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -886843.562500 Penalty: 4548.545898
	Iteration 65Q: 3 clusters Score -886843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -886842.750000 Penalty: 4548.545898
	Iteration 66Q: 3 clusters Score -886842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -886844.125000 Penalty: 4548.545898
	Iteration 67Q: 3 clusters Score -886844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -886843.500000 Penalty: 4548.545898
	Iteration 68Q: 3 clusters Score -886843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -886844.937500 Penalty: 4548.545898
	Iteration 69Q: 3 clusters Score -886844.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -886847.687500 Penalty: 4548.545898
	Iteration 70Q: 3 clusters Score -886847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -886849.437500 Penalty: 4548.545898
	Iteration 71Q: 3 clusters Score -886849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -886849.625000 Penalty: 4548.545898
	Iteration 72Q: 3 clusters Score -886849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -886851.750000 Penalty: 4548.545898
	Iteration 73Q: 3 clusters Score -886851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -886851.750000 Penalty: 4548.545898
	Iteration 74F: 3 clusters Score -886851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -988630.250000 Penalty: 2309.396973
	Iteration 0F: 2 clusters Score -988630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -980272.875000 Penalty: 4618.793945
	Iteration 0F: 3 clusters Score -980272.9 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -982737.187500 Penalty: 4618.793945
	Iteration 1F: 3 clusters Score -982737.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -983160.062500 Penalty: 4618.793945
	Iteration 2F: 3 clusters Score -983160.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -983624.500000 Penalty: 4618.793945
	Iteration 3F: 3 clusters Score -983624.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -984181.000000 Penalty: 4618.793945
	Iteration 4F: 3 clusters Score -984181 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -984765.000000 Penalty: 4618.793945
	Iteration 5F: 3 clusters Score -984765 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -985336.812500 Penalty: 4618.793945
	Iteration 6F: 3 clusters Score -985336.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -985873.062500 Penalty: 4618.793945
	Iteration 7F: 3 clusters Score -985873.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -986302.187500 Penalty: 4618.793945
	Iteration 8F: 3 clusters Score -986302.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -986613.937500 Penalty: 4618.793945
	Iteration 9Q: 3 clusters Score -986613.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -986843.062500 Penalty: 4618.793945
	Iteration 10Q: 3 clusters Score -986843.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -987021.875000 Penalty: 4618.793945
	Iteration 11Q: 3 clusters Score -987021.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -987124.625000 Penalty: 4618.793945
	Iteration 12Q: 3 clusters Score -987124.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -987199.500000 Penalty: 4618.793945
	Iteration 13Q: 3 clusters Score -987199.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -987248.437500 Penalty: 4618.793945
	Iteration 14Q: 3 clusters Score -987248.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -987283.437500 Penalty: 4618.793945
	Iteration 15Q: 3 clusters Score -987283.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -987311.500000 Penalty: 4618.793945
	Iteration 16Q: 3 clusters Score -987311.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -987334.250000 Penalty: 4618.793945
	Iteration 17Q: 3 clusters Score -987334.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -987346.375000 Penalty: 4618.793945
	Iteration 18Q: 3 clusters Score -987346.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -987354.750000 Penalty: 4618.793945
	Iteration 19Q: 3 clusters Score -987354.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -987366.187500 Penalty: 4618.793945
	Iteration 20F: 3 clusters Score -987366.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -987371.562500 Penalty: 4618.793945
	Iteration 21Q: 3 clusters Score -987371.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -987380.937500 Penalty: 4618.793945
	Iteration 22Q: 3 clusters Score -987380.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -987391.687500 Penalty: 4618.793945
	Iteration 23Q: 3 clusters Score -987391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -987402.312500 Penalty: 4618.793945
	Iteration 24Q: 3 clusters Score -987402.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -987414.437500 Penalty: 4618.793945
	Iteration 25Q: 3 clusters Score -987414.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -987424.625000 Penalty: 4618.793945
	Iteration 26Q: 3 clusters Score -987424.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -987429.187500 Penalty: 4618.793945
	Iteration 27Q: 3 clusters Score -987429.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -987434.375000 Penalty: 4618.793945
	Iteration 28Q: 3 clusters Score -987434.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -987437.562500 Penalty: 4618.793945
	Iteration 29Q: 3 clusters Score -987437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -987442.875000 Penalty: 4618.793945
	Iteration 30Q: 3 clusters Score -987442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -987446.000000 Penalty: 4618.793945
	Iteration 31Q: 3 clusters Score -987446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -987450.000000 Penalty: 4618.793945
	Iteration 32Q: 3 clusters Score -987450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -987451.375000 Penalty: 4618.793945
	Iteration 33Q: 3 clusters Score -987451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -987452.500000 Penalty: 4618.793945
	Iteration 34Q: 3 clusters Score -987452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -987452.562500 Penalty: 4618.793945
	Iteration 35Q: 3 clusters Score -987452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -987453.187500 Penalty: 4618.793945
	Iteration 36Q: 3 clusters Score -987453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -987451.875000 Penalty: 4618.793945
	Iteration 37Q: 3 clusters Score -987451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -987455.812500 Penalty: 4618.793945
	Iteration 38Q: 3 clusters Score -987455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -987455.875000 Penalty: 4618.793945
	Iteration 39Q: 3 clusters Score -987455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -987458.000000 Penalty: 4618.793945
	Iteration 40F: 3 clusters Score -987458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -987459.500000 Penalty: 4618.793945
	Iteration 41Q: 3 clusters Score -987459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -987457.187500 Penalty: 4618.793945
	Iteration 42Q: 3 clusters Score -987457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -987459.750000 Penalty: 4618.793945
	Iteration 43Q: 3 clusters Score -987459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -987461.125000 Penalty: 4618.793945
	Iteration 44Q: 3 clusters Score -987461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -987462.250000 Penalty: 4618.793945
	Iteration 45Q: 3 clusters Score -987462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -987461.125000 Penalty: 4618.793945
	Iteration 46Q: 3 clusters Score -987461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -987461.125000 Penalty: 4618.793945
	Iteration 47F: 3 clusters Score -987461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -117039.296875 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -117039.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -114824.226562 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -114824.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -115308.734375 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -115308.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -115531.460938 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -115531.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -115688.765625 Penalty: 3600.870361
	Iteration 3F: 3 clusters Score -115688.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -115801.218750 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -115801.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -115891.585938 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -115891.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -115951.046875 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -115951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -116005.453125 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -116005.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116097.546875 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -116097.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -116209.023438 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -116209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -116300.382812 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -116300.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -116370.742188 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -116370.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116431.132812 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -116431.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -116490.812500 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -116490.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -116613.867188 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -116613.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -116817.500000 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -116817.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116884.960938 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -116885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -116911.242188 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -116911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -116915.406250 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -116915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -116915.843750 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -116915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -116916.984375 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -116917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -38334.050781 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -38334.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36844.714844 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -36844.71 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37097.734375 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -37097.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37276.445312 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -37276.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37338.386719 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -37338.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37367.214844 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -37367.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37391.593750 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -37391.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37407.734375 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -37407.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37418.808594 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -37418.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37422.410156 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -37422.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37424.898438 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -37424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37424.898438 Penalty: 3060.126709
	Iteration 10F: 3 clusters Score -37424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -330763.281250 Penalty: 2013.979736
	Iteration 0F: 2 clusters Score -330763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -327230.343750 Penalty: 4027.959473
	Iteration 0F: 3 clusters Score -327230.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -327939.250000 Penalty: 4027.959473
	Iteration 1F: 3 clusters Score -327939.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -328105.750000 Penalty: 4027.959473
	Iteration 2F: 3 clusters Score -328105.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -328192.593750 Penalty: 4027.959473
	Iteration 3Q: 3 clusters Score -328192.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -328241.781250 Penalty: 4027.959473
	Iteration 4Q: 3 clusters Score -328241.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -328271.781250 Penalty: 4027.959473
	Iteration 5Q: 3 clusters Score -328271.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -328297.312500 Penalty: 4027.959473
	Iteration 6Q: 3 clusters Score -328297.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -328313.843750 Penalty: 4027.959473
	Iteration 7Q: 3 clusters Score -328313.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -328323.500000 Penalty: 4027.959473
	Iteration 8Q: 3 clusters Score -328323.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -328329.781250 Penalty: 4027.959473
	Iteration 9Q: 3 clusters Score -328329.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -328338.812500 Penalty: 4027.959473
	Iteration 10Q: 3 clusters Score -328338.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -328345.093750 Penalty: 4027.959473
	Iteration 11Q: 3 clusters Score -328345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -328348.718750 Penalty: 4027.959473
	Iteration 12Q: 3 clusters Score -328348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -328349.281250 Penalty: 4027.959473
	Iteration 13Q: 3 clusters Score -328349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -328352.250000 Penalty: 4027.959473
	Iteration 14Q: 3 clusters Score -328352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -328353.687500 Penalty: 4027.959473
	Iteration 15Q: 3 clusters Score -328353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -328355.000000 Penalty: 4027.959473
	Iteration 16Q: 3 clusters Score -328355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -328355.812500 Penalty: 4027.959473
	Iteration 17Q: 3 clusters Score -328355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -328358.718750 Penalty: 4027.959473
	Iteration 18Q: 3 clusters Score -328358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -328361.125000 Penalty: 4027.959473
	Iteration 19Q: 3 clusters Score -328361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -328365.531250 Penalty: 4027.959473
	Iteration 20F: 3 clusters Score -328365.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -328370.718750 Penalty: 4027.959473
	Iteration 21Q: 3 clusters Score -328370.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -328374.062500 Penalty: 4027.959473
	Iteration 22Q: 3 clusters Score -328374.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -328377.937500 Penalty: 4027.959473
	Iteration 23Q: 3 clusters Score -328377.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -328379.937500 Penalty: 4027.959473
	Iteration 24Q: 3 clusters Score -328379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -328381.781250 Penalty: 4027.959473
	Iteration 25Q: 3 clusters Score -328381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -328382.593750 Penalty: 4027.959473
	Iteration 26Q: 3 clusters Score -328382.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -328384.687500 Penalty: 4027.959473
	Iteration 27Q: 3 clusters Score -328384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -328388.593750 Penalty: 4027.959473
	Iteration 28Q: 3 clusters Score -328388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -328390.437500 Penalty: 4027.959473
	Iteration 29Q: 3 clusters Score -328390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -328391.687500 Penalty: 4027.959473
	Iteration 30Q: 3 clusters Score -328391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -328394.093750 Penalty: 4027.959473
	Iteration 31Q: 3 clusters Score -328394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -328395.093750 Penalty: 4027.959473
	Iteration 32Q: 3 clusters Score -328395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -328397.375000 Penalty: 4027.959473
	Iteration 33Q: 3 clusters Score -328397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -328398.656250 Penalty: 4027.959473
	Iteration 34Q: 3 clusters Score -328398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -328399.812500 Penalty: 4027.959473
	Iteration 35Q: 3 clusters Score -328399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -328400.937500 Penalty: 4027.959473
	Iteration 36Q: 3 clusters Score -328400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -328401.125000 Penalty: 4027.959473
	Iteration 37Q: 3 clusters Score -328401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -328401.125000 Penalty: 4027.959473
	Iteration 38F: 3 clusters Score -328401.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Entering Unmasked Estep 
Score: -573094.687500 Penalty: 2178.016113
	Iteration 0F: 2 clusters Score -573094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -567587.062500 Penalty: 4356.032227
	Iteration 0F: 3 clusters Score -567587.1 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -568934.562500 Penalty: 4356.032227
	Iteration 1F: 3 clusters Score -568934.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -569160.062500 Penalty: 4356.032227
	Iteration 2F: 3 clusters Score -569160.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -569313.625000 Penalty: 4356.032227
	Iteration 3Q: 3 clusters Score -569313.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -569425.250000 Penalty: 4356.032227
	Iteration 4Q: 3 clusters Score -569425.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -569505.875000 Penalty: 4356.032227
	Iteration 5Q: 3 clusters Score -569505.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -569564.937500 Penalty: 4356.032227
	Iteration 6Q: 3 clusters Score -569564.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -569624.125000 Penalty: 4356.032227
	Iteration 7Q: 3 clusters Score -569624.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -569672.187500 Penalty: 4356.032227
	Iteration 8Q: 3 clusters Score -569672.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -569724.062500 Penalty: 4356.032227
	Iteration 9Q: 3 clusters Score -569724.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -569781.562500 Penalty: 4356.032227
	Iteration 10Q: 3 clusters Score -569781.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -569832.937500 Penalty: 4356.032227
	Iteration 11Q: 3 clusters Score -569832.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -569896.125000 Penalty: 4356.032227
	Iteration 12Q: 3 clusters Score -569896.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -569963.125000 Penalty: 4356.032227
	Iteration 13Q: 3 clusters Score -569963.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -570028.312500 Penalty: 4356.032227
	Iteration 14Q: 3 clusters Score -570028.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -570112.250000 Penalty: 4356.032227
	Iteration 15Q: 3 clusters Score -570112.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -570197.375000 Penalty: 4356.032227
	Iteration 16Q: 3 clusters Score -570197.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -570286.812500 Penalty: 4356.032227
	Iteration 17Q: 3 clusters Score -570286.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -570375.625000 Penalty: 4356.032227
	Iteration 18Q: 3 clusters Score -570375.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -570449.937500 Penalty: 4356.032227
	Iteration 19Q: 3 clusters Score -570449.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -570524.125000 Penalty: 4356.032227
	Iteration 20F: 3 clusters Score -570524.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -570594.125000 Penalty: 4356.032227
	Iteration 21Q: 3 clusters Score -570594.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -570675.937500 Penalty: 4356.032227
	Iteration 22Q: 3 clusters Score -570675.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -570767.062500 Penalty: 4356.032227
	Iteration 23Q: 3 clusters Score -570767.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -570840.250000 Penalty: 4356.032227
	Iteration 24Q: 3 clusters Score -570840.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -570904.625000 Penalty: 4356.032227
	Iteration 25Q: 3 clusters Score -570904.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -570960.250000 Penalty: 4356.032227
	Iteration 26Q: 3 clusters Score -570960.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -571004.562500 Penalty: 4356.032227
	Iteration 27Q: 3 clusters Score -571004.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -571047.937500 Penalty: 4356.032227
	Iteration 28Q: 3 clusters Score -571047.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -571083.375000 Penalty: 4356.032227
	Iteration 29Q: 3 clusters Score -571083.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -571101.000000 Penalty: 4356.032227
	Iteration 30Q: 3 clusters Score -571101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -571115.500000 Penalty: 4356.032227
	Iteration 31Q: 3 clusters Score -571115.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -571121.187500 Penalty: 4356.032227
	Iteration 32Q: 3 clusters Score -571121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -571126.750000 Penalty: 4356.032227
	Iteration 33Q: 3 clusters Score -571126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -571131.562500 Penalty: 4356.032227
	Iteration 34Q: 3 clusters Score -571131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -571139.125000 Penalty: 4356.032227
	Iteration 35Q: 3 clusters Score -571139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -571141.562500 Penalty: 4356.032227
	Iteration 36Q: 3 clusters Score -571141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -571143.250000 Penalty: 4356.032227
	Iteration 37Q: 3 clusters Score -571143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -571144.437500 Penalty: 4356.032227
	Iteration 38Q: 3 clusters Score -571144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -571145.875000 Penalty: 4356.032227
	Iteration 39Q: 3 clusters Score -571145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -571145.875000 Penalty: 4356.032227
	Iteration 40F: 3 clusters Score -571145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (155323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Entering Unmasked Estep 
Score: -13908213.000000 Penalty: 2964.409180
	Iteration 0F: 2 clusters Score -1.390821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -13804354.000000 Penalty: 5928.818359
	Iteration 0F: 3 clusters Score -1.380435e+07 nChanged 74151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -13847618.000000 Penalty: 5928.818359
	Iteration 1F: 3 clusters Score -1.384762e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -13849302.000000 Penalty: 5928.818359
	Iteration 2Q: 3 clusters Score -1.38493e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -13851924.000000 Penalty: 5928.818359
	Iteration 3Q: 3 clusters Score -1.385192e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -13855890.000000 Penalty: 5928.818359
	Iteration 4F: 3 clusters Score -1.385589e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -13861709.000000 Penalty: 5928.818359
	Iteration 5F: 3 clusters Score -1.386171e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 107987 members 
Entering Unmasked Estep 
Score: -13869169.000000 Penalty: 5928.818359
	Iteration 6F: 3 clusters Score -1.386917e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -13877191.000000 Penalty: 5928.818359
	Iteration 7F: 3 clusters Score -1.387719e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -13884950.000000 Penalty: 5928.818359
	Iteration 8F: 3 clusters Score -1.388495e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 134785 members 
Entering Unmasked Estep 
Score: -13891573.000000 Penalty: 5928.818359
	Iteration 9F: 3 clusters Score -1.389157e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 141304 members 
Entering Unmasked Estep 
Score: -13896636.000000 Penalty: 5928.818359
	Iteration 10Q: 3 clusters Score -1.389664e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 146078 members 
Entering Unmasked Estep 
Score: -13900210.000000 Penalty: 5928.818359
	Iteration 11Q: 3 clusters Score -1.390021e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 149358 members 
Entering Unmasked Estep 
Score: -13902407.000000 Penalty: 5928.818359
	Iteration 12Q: 3 clusters Score -1.390241e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 151470 members 
Entering Unmasked Estep 
Score: -13903810.000000 Penalty: 5928.818359
	Iteration 13Q: 3 clusters Score -1.390381e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -13904621.000000 Penalty: 5928.818359
	Iteration 14Q: 3 clusters Score -1.390462e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -13905089.000000 Penalty: 5928.818359
	Iteration 15Q: 3 clusters Score -1.390509e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -13905347.000000 Penalty: 5928.818359
	Iteration 16Q: 3 clusters Score -1.390535e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 154238 members 
Entering Unmasked Estep 
Score: -13905498.000000 Penalty: 5928.818359
	Iteration 17Q: 3 clusters Score -1.39055e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -13905582.000000 Penalty: 5928.818359
	Iteration 18Q: 3 clusters Score -1.390558e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 154470 members 
Entering Unmasked Estep 
Score: -13905644.000000 Penalty: 5928.818359
	Iteration 19Q: 3 clusters Score -1.390564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -13905657.000000 Penalty: 5928.818359
	Iteration 20F: 3 clusters Score -1.390566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -13905667.000000 Penalty: 5928.818359
	Iteration 21Q: 3 clusters Score -1.390567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 154574 members 
Entering Unmasked Estep 
Score: -13905707.000000 Penalty: 5928.818359
	Iteration 22Q: 3 clusters Score -1.390571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 154598 members 
Entering Unmasked Estep 
Score: -13905698.000000 Penalty: 5928.818359
	Iteration 23Q: 3 clusters Score -1.39057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 154622 members 
Entering Unmasked Estep 
Score: -13905709.000000 Penalty: 5928.818359
	Iteration 24Q: 3 clusters Score -1.390571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -13905714.000000 Penalty: 5928.818359
	Iteration 25Q: 3 clusters Score -1.390571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 154644 members 
Entering Unmasked Estep 
Score: -13905743.000000 Penalty: 5928.818359
	Iteration 26Q: 3 clusters Score -1.390574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -13905748.000000 Penalty: 5928.818359
	Iteration 27Q: 3 clusters Score -1.390575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -13905759.000000 Penalty: 5928.818359
	Iteration 28Q: 3 clusters Score -1.390576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -13905751.000000 Penalty: 5928.818359
	Iteration 29Q: 3 clusters Score -1.390575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 154656 members 
Entering Unmasked Estep 
Score: -13905759.000000 Penalty: 5928.818359
	Iteration 30Q: 3 clusters Score -1.390576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 154658 members 
Entering Unmasked Estep 
Score: -13905751.000000 Penalty: 5928.818359
	Iteration 31Q: 3 clusters Score -1.390575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -13905748.000000 Penalty: 5928.818359
	Iteration 32Q: 3 clusters Score -1.390575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 154664 members 
Entering Unmasked Estep 
Score: -13905761.000000 Penalty: 5928.818359
	Iteration 33Q: 3 clusters Score -1.390576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 154665 members 
Entering Unmasked Estep 
Score: -13905772.000000 Penalty: 5928.818359
	Iteration 34Q: 3 clusters Score -1.390577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 154666 members 
Entering Unmasked Estep 
Score: -13905764.000000 Penalty: 5928.818359
	Iteration 35Q: 3 clusters Score -1.390576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -13905764.000000 Penalty: 5928.818359
	Iteration 36Q: 3 clusters Score -1.390576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -13905775.000000 Penalty: 5928.818359
	Iteration 37Q: 3 clusters Score -1.390578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -13905775.000000 Penalty: 5928.818359
	Iteration 38F: 3 clusters Score -1.390578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Entering Unmasked Estep 
Score: -3646551.500000 Penalty: 2629.337891
	Iteration 0F: 2 clusters Score -3646552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3619148.000000 Penalty: 5258.675781
	Iteration 0F: 3 clusters Score -3619148 nChanged 18427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3629690.750000 Penalty: 5258.675781
	Iteration 1F: 3 clusters Score -3629691 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3630391.000000 Penalty: 5258.675781
	Iteration 2Q: 3 clusters Score -3630391 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3631074.000000 Penalty: 5258.675781
	Iteration 3Q: 3 clusters Score -3631074 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3631807.750000 Penalty: 5258.675781
	Iteration 4Q: 3 clusters Score -3631808 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3632589.250000 Penalty: 5258.675781
	Iteration 5Q: 3 clusters Score -3632589 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3633482.750000 Penalty: 5258.675781
	Iteration 6Q: 3 clusters Score -3633483 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3634634.500000 Penalty: 5258.675781
	Iteration 7F: 3 clusters Score -3634634 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3636062.500000 Penalty: 5258.675781
	Iteration 8F: 3 clusters Score -3636062 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3637606.500000 Penalty: 5258.675781
	Iteration 9F: 3 clusters Score -3637606 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3638974.000000 Penalty: 5258.675781
	Iteration 10F: 3 clusters Score -3638974 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3639914.500000 Penalty: 5258.675781
	Iteration 11Q: 3 clusters Score -3639914 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3640598.250000 Penalty: 5258.675781
	Iteration 12Q: 3 clusters Score -3640598 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3641070.250000 Penalty: 5258.675781
	Iteration 13Q: 3 clusters Score -3641070 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3641412.750000 Penalty: 5258.675781
	Iteration 14Q: 3 clusters Score -3641413 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3641721.250000 Penalty: 5258.675781
	Iteration 15Q: 3 clusters Score -3641721 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3641977.500000 Penalty: 5258.675781
	Iteration 16Q: 3 clusters Score -3641978 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3642154.000000 Penalty: 5258.675781
	Iteration 17Q: 3 clusters Score -3642154 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -3642375.500000 Penalty: 5258.675781
	Iteration 18Q: 3 clusters Score -3642376 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -3642559.750000 Penalty: 5258.675781
	Iteration 19Q: 3 clusters Score -3642560 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3642704.250000 Penalty: 5258.675781
	Iteration 20F: 3 clusters Score -3642704 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -3642842.500000 Penalty: 5258.675781
	Iteration 21Q: 3 clusters Score -3642842 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -3642949.750000 Penalty: 5258.675781
	Iteration 22Q: 3 clusters Score -3642950 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -3643075.000000 Penalty: 5258.675781
	Iteration 23Q: 3 clusters Score -3643075 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -3643161.500000 Penalty: 5258.675781
	Iteration 24Q: 3 clusters Score -3643162 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3643269.000000 Penalty: 5258.675781
	Iteration 25Q: 3 clusters Score -3643269 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3643349.500000 Penalty: 5258.675781
	Iteration 26Q: 3 clusters Score -3643350 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -3643430.750000 Penalty: 5258.675781
	Iteration 27Q: 3 clusters Score -3643431 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3643514.750000 Penalty: 5258.675781
	Iteration 28Q: 3 clusters Score -3643515 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -3643566.750000 Penalty: 5258.675781
	Iteration 29Q: 3 clusters Score -3643567 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -3643631.000000 Penalty: 5258.675781
	Iteration 30Q: 3 clusters Score -3643631 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3643705.000000 Penalty: 5258.675781
	Iteration 31Q: 3 clusters Score -3643705 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -3643735.000000 Penalty: 5258.675781
	Iteration 32Q: 3 clusters Score -3643735 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -3643766.750000 Penalty: 5258.675781
	Iteration 33Q: 3 clusters Score -3643767 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -3643795.000000 Penalty: 5258.675781
	Iteration 34Q: 3 clusters Score -3643795 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3643824.500000 Penalty: 5258.675781
	Iteration 35Q: 3 clusters Score -3643824 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -3643863.000000 Penalty: 5258.675781
	Iteration 36Q: 3 clusters Score -3643863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -3643876.750000 Penalty: 5258.675781
	Iteration 37Q: 3 clusters Score -3643877 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -3643904.250000 Penalty: 5258.675781
	Iteration 38Q: 3 clusters Score -3643904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -3643910.750000 Penalty: 5258.675781
	Iteration 39Q: 3 clusters Score -3643911 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -3643943.500000 Penalty: 5258.675781
	Iteration 40F: 3 clusters Score -3643944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -3643958.750000 Penalty: 5258.675781
	Iteration 41Q: 3 clusters Score -3643959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -3643985.750000 Penalty: 5258.675781
	Iteration 42Q: 3 clusters Score -3643986 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -3644000.000000 Penalty: 5258.675781
	Iteration 43Q: 3 clusters Score -3644000 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -3644015.500000 Penalty: 5258.675781
	Iteration 44Q: 3 clusters Score -3644016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -3644035.000000 Penalty: 5258.675781
	Iteration 45Q: 3 clusters Score -3644035 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -3644052.500000 Penalty: 5258.675781
	Iteration 46Q: 3 clusters Score -3644052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3644094.250000 Penalty: 5258.675781
	Iteration 47Q: 3 clusters Score -3644094 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3644109.750000 Penalty: 5258.675781
	Iteration 48Q: 3 clusters Score -3644110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -3644145.500000 Penalty: 5258.675781
	Iteration 49Q: 3 clusters Score -3644146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -3644193.500000 Penalty: 5258.675781
	Iteration 50Q: 3 clusters Score -3644194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -3644265.500000 Penalty: 5258.675781
	Iteration 51Q: 3 clusters Score -3644266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -3644336.250000 Penalty: 5258.675781
	Iteration 52Q: 3 clusters Score -3644336 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -3644412.250000 Penalty: 5258.675781
	Iteration 53Q: 3 clusters Score -3644412 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -3644468.500000 Penalty: 5258.675781
	Iteration 54Q: 3 clusters Score -3644468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -3644525.000000 Penalty: 5258.675781
	Iteration 55Q: 3 clusters Score -3644525 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -3644616.500000 Penalty: 5258.675781
	Iteration 56Q: 3 clusters Score -3644616 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -3644702.000000 Penalty: 5258.675781
	Iteration 57Q: 3 clusters Score -3644702 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -3644798.500000 Penalty: 5258.675781
	Iteration 58Q: 3 clusters Score -3644798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -3644872.250000 Penalty: 5258.675781
	Iteration 59Q: 3 clusters Score -3644872 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -3644928.000000 Penalty: 5258.675781
	Iteration 60F: 3 clusters Score -3644928 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -3644971.750000 Penalty: 5258.675781
	Iteration 61Q: 3 clusters Score -3644972 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -3645000.500000 Penalty: 5258.675781
	Iteration 62Q: 3 clusters Score -3645000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -3645024.000000 Penalty: 5258.675781
	Iteration 63Q: 3 clusters Score -3645024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3645049.000000 Penalty: 5258.675781
	Iteration 64Q: 3 clusters Score -3645049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3645059.000000 Penalty: 5258.675781
	Iteration 65Q: 3 clusters Score -3645059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -3645072.250000 Penalty: 5258.675781
	Iteration 66Q: 3 clusters Score -3645072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -3645083.000000 Penalty: 5258.675781
	Iteration 67Q: 3 clusters Score -3645083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -3645087.500000 Penalty: 5258.675781
	Iteration 68Q: 3 clusters Score -3645088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -3645093.000000 Penalty: 5258.675781
	Iteration 69Q: 3 clusters Score -3645093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -3645099.500000 Penalty: 5258.675781
	Iteration 70Q: 3 clusters Score -3645100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -3645097.250000 Penalty: 5258.675781
	Iteration 71Q: 3 clusters Score -3645097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3645100.000000 Penalty: 5258.675781
	Iteration 72Q: 3 clusters Score -3645100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -3645101.250000 Penalty: 5258.675781
	Iteration 73Q: 3 clusters Score -3645101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -3645100.500000 Penalty: 5258.675781
	Iteration 74Q: 3 clusters Score -3645100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -3645100.250000 Penalty: 5258.675781
	Iteration 75Q: 3 clusters Score -3645100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -3645104.500000 Penalty: 5258.675781
	Iteration 76Q: 3 clusters Score -3645104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -3645113.000000 Penalty: 5258.675781
	Iteration 77Q: 3 clusters Score -3645113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -3645114.750000 Penalty: 5258.675781
	Iteration 78Q: 3 clusters Score -3645115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -3645115.500000 Penalty: 5258.675781
	Iteration 79Q: 3 clusters Score -3645116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -3645115.250000 Penalty: 5258.675781
	Iteration 80F: 3 clusters Score -3645115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -3645119.250000 Penalty: 5258.675781
	Iteration 81Q: 3 clusters Score -3645119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -3645120.750000 Penalty: 5258.675781
	Iteration 82Q: 3 clusters Score -3645121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -3645131.500000 Penalty: 5258.675781
	Iteration 83Q: 3 clusters Score -3645132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -3645133.250000 Penalty: 5258.675781
	Iteration 84Q: 3 clusters Score -3645133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -3645134.250000 Penalty: 5258.675781
	Iteration 85Q: 3 clusters Score -3645134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -3645130.750000 Penalty: 5258.675781
	Iteration 86Q: 3 clusters Score -3645131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -3645133.500000 Penalty: 5258.675781
	Iteration 87Q: 3 clusters Score -3645134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -3645133.000000 Penalty: 5258.675781
	Iteration 88Q: 3 clusters Score -3645133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -3645136.750000 Penalty: 5258.675781
	Iteration 89Q: 3 clusters Score -3645137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -3645136.750000 Penalty: 5258.675781
	Iteration 90F: 3 clusters Score -3645137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -31984.150391 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -31984.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30602.730469 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -30602.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30804.621094 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -30804.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30926.281250 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -30926.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31046.816406 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -31046.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31125.451172 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -31125.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31172.943359 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -31172.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31224.353516 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -31224.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31255.861328 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -31255.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31279.908203 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -31279.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31292.755859 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -31292.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31316.179688 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -31316.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31334.556641 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -31334.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31337.333984 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -31337.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31340.376953 Penalty: 3036.756348
	Iteration 13Q: 3 clusters Score -31340.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31340.376953 Penalty: 3036.756348
	Iteration 14F: 3 clusters Score -31340.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Entering Unmasked Estep 
Score: -3353948.750000 Penalty: 2597.527588
	Iteration 0F: 2 clusters Score -3353949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3330039.750000 Penalty: 5195.055176
	Iteration 0F: 3 clusters Score -3330040 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3338752.750000 Penalty: 5195.055176
	Iteration 1F: 3 clusters Score -3338753 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3339135.750000 Penalty: 5195.055176
	Iteration 2Q: 3 clusters Score -3339136 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3339512.750000 Penalty: 5195.055176
	Iteration 3Q: 3 clusters Score -3339513 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3339884.500000 Penalty: 5195.055176
	Iteration 4Q: 3 clusters Score -3339884 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3340311.250000 Penalty: 5195.055176
	Iteration 5Q: 3 clusters Score -3340311 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3340882.250000 Penalty: 5195.055176
	Iteration 6Q: 3 clusters Score -3340882 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3341696.250000 Penalty: 5195.055176
	Iteration 7Q: 3 clusters Score -3341696 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3342819.750000 Penalty: 5195.055176
	Iteration 8F: 3 clusters Score -3342820 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3344359.000000 Penalty: 5195.055176
	Iteration 9F: 3 clusters Score -3344359 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3346199.250000 Penalty: 5195.055176
	Iteration 10F: 3 clusters Score -3346199 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3348061.000000 Penalty: 5195.055176
	Iteration 11F: 3 clusters Score -3348061 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -3349495.000000 Penalty: 5195.055176
	Iteration 12Q: 3 clusters Score -3349495 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -3350511.000000 Penalty: 5195.055176
	Iteration 13Q: 3 clusters Score -3350511 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -3351073.250000 Penalty: 5195.055176
	Iteration 14Q: 3 clusters Score -3351073 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -3351359.750000 Penalty: 5195.055176
	Iteration 15Q: 3 clusters Score -3351360 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3351527.250000 Penalty: 5195.055176
	Iteration 16Q: 3 clusters Score -3351527 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -3351608.500000 Penalty: 5195.055176
	Iteration 17Q: 3 clusters Score -3351608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -3351667.250000 Penalty: 5195.055176
	Iteration 18Q: 3 clusters Score -3351667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -3351686.500000 Penalty: 5195.055176
	Iteration 19Q: 3 clusters Score -3351686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -3351705.750000 Penalty: 5195.055176
	Iteration 20F: 3 clusters Score -3351706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -3351725.500000 Penalty: 5195.055176
	Iteration 21Q: 3 clusters Score -3351726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -3351740.500000 Penalty: 5195.055176
	Iteration 22Q: 3 clusters Score -3351740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -3351755.500000 Penalty: 5195.055176
	Iteration 23Q: 3 clusters Score -3351756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3351761.750000 Penalty: 5195.055176
	Iteration 24Q: 3 clusters Score -3351762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -3351772.250000 Penalty: 5195.055176
	Iteration 25Q: 3 clusters Score -3351772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -3351782.750000 Penalty: 5195.055176
	Iteration 26Q: 3 clusters Score -3351783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -3351789.000000 Penalty: 5195.055176
	Iteration 27Q: 3 clusters Score -3351789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -3351789.000000 Penalty: 5195.055176
	Iteration 28Q: 3 clusters Score -3351789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -3351789.000000 Penalty: 5195.055176
	Iteration 29F: 3 clusters Score -3351789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Entering Unmasked Estep 
Score: -1200526.875000 Penalty: 2365.456543
	Iteration 0F: 2 clusters Score -1200527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1190376.375000 Penalty: 4730.913086
	Iteration 0F: 3 clusters Score -1190376 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1193595.750000 Penalty: 4730.913086
	Iteration 1F: 3 clusters Score -1193596 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1193971.750000 Penalty: 4730.913086
	Iteration 2F: 3 clusters Score -1193972 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1194374.875000 Penalty: 4730.913086
	Iteration 3F: 3 clusters Score -1194375 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1194945.125000 Penalty: 4730.913086
	Iteration 4F: 3 clusters Score -1194945 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1195643.750000 Penalty: 4730.913086
	Iteration 5F: 3 clusters Score -1195644 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1196448.125000 Penalty: 4730.913086
	Iteration 6F: 3 clusters Score -1196448 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1197192.250000 Penalty: 4730.913086
	Iteration 7F: 3 clusters Score -1197192 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1197774.500000 Penalty: 4730.913086
	Iteration 8F: 3 clusters Score -1197774 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1198168.125000 Penalty: 4730.913086
	Iteration 9Q: 3 clusters Score -1198168 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1198437.375000 Penalty: 4730.913086
	Iteration 10Q: 3 clusters Score -1198437 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1198608.625000 Penalty: 4730.913086
	Iteration 11Q: 3 clusters Score -1198609 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1198730.625000 Penalty: 4730.913086
	Iteration 12Q: 3 clusters Score -1198731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1198804.875000 Penalty: 4730.913086
	Iteration 13Q: 3 clusters Score -1198805 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1198863.500000 Penalty: 4730.913086
	Iteration 14Q: 3 clusters Score -1198864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1198912.875000 Penalty: 4730.913086
	Iteration 15Q: 3 clusters Score -1198913 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1198960.625000 Penalty: 4730.913086
	Iteration 16Q: 3 clusters Score -1198961 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1199000.375000 Penalty: 4730.913086
	Iteration 17Q: 3 clusters Score -1199000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1199043.500000 Penalty: 4730.913086
	Iteration 18Q: 3 clusters Score -1199044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1199075.625000 Penalty: 4730.913086
	Iteration 19Q: 3 clusters Score -1199076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1199094.500000 Penalty: 4730.913086
	Iteration 20F: 3 clusters Score -1199094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1199106.125000 Penalty: 4730.913086
	Iteration 21Q: 3 clusters Score -1199106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1199118.000000 Penalty: 4730.913086
	Iteration 22Q: 3 clusters Score -1199118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1199131.250000 Penalty: 4730.913086
	Iteration 23Q: 3 clusters Score -1199131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1199143.500000 Penalty: 4730.913086
	Iteration 24Q: 3 clusters Score -1199144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1199149.375000 Penalty: 4730.913086
	Iteration 25Q: 3 clusters Score -1199149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1199156.625000 Penalty: 4730.913086
	Iteration 26Q: 3 clusters Score -1199157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1199160.750000 Penalty: 4730.913086
	Iteration 27Q: 3 clusters Score -1199161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1199159.125000 Penalty: 4730.913086
	Iteration 28Q: 3 clusters Score -1199159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1199163.125000 Penalty: 4730.913086
	Iteration 29Q: 3 clusters Score -1199163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1199163.500000 Penalty: 4730.913086
	Iteration 30Q: 3 clusters Score -1199164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1199168.750000 Penalty: 4730.913086
	Iteration 31Q: 3 clusters Score -1199169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1199176.250000 Penalty: 4730.913086
	Iteration 32Q: 3 clusters Score -1199176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1199182.125000 Penalty: 4730.913086
	Iteration 33Q: 3 clusters Score -1199182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1199193.125000 Penalty: 4730.913086
	Iteration 34Q: 3 clusters Score -1199193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1199199.000000 Penalty: 4730.913086
	Iteration 35Q: 3 clusters Score -1199199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1199199.500000 Penalty: 4730.913086
	Iteration 36Q: 3 clusters Score -1199200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1199197.000000 Penalty: 4730.913086
	Iteration 37Q: 3 clusters Score -1199197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1199197.000000 Penalty: 4730.913086
	Iteration 38Q: 3 clusters Score -1199197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1199198.875000 Penalty: 4730.913086
	Iteration 39Q: 3 clusters Score -1199199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1199200.875000 Penalty: 4730.913086
	Iteration 40F: 3 clusters Score -1199201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -119392.304688 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -119392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -117170.390625 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -117170.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -117530.554688 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -117530.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -117638.312500 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -117638.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -117719.078125 Penalty: 3598.773438
	Iteration 3Q: 3 clusters Score -117719.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -117782.507812 Penalty: 3598.773438
	Iteration 4Q: 3 clusters Score -117782.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117839.734375 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -117839.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -117896.218750 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -117896.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -117965.968750 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -117966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -118035.132812 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -118035.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -118139.140625 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -118139.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -118258.773438 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -118258.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -118375.500000 Penalty: 3598.773438
	Iteration 11Q: 3 clusters Score -118375.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -118502.015625 Penalty: 3598.773438
	Iteration 12Q: 3 clusters Score -118502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -118611.507812 Penalty: 3598.773438
	Iteration 13Q: 3 clusters Score -118611.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -118704.039062 Penalty: 3598.773438
	Iteration 14Q: 3 clusters Score -118704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -118790.304688 Penalty: 3598.773438
	Iteration 15Q: 3 clusters Score -118790.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -118885.710938 Penalty: 3598.773438
	Iteration 16Q: 3 clusters Score -118885.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -119141.234375 Penalty: 3598.773438
	Iteration 17Q: 3 clusters Score -119141.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119677.468750 Penalty: 3598.773438
	Iteration 18Q: 3 clusters Score -119677.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -119874.390625 Penalty: 3598.773438
	Iteration 19Q: 3 clusters Score -119874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -119877.281250 Penalty: 3598.773438
	Iteration 20F: 3 clusters Score -119877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -119891.117188 Penalty: 3598.773438
	Iteration 21Q: 3 clusters Score -119891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -119891.117188 Penalty: 3598.773438
	Iteration 22F: 3 clusters Score -119891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 679 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1046 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
Score: -93622376.000000 Penalty: 89408.812500
Splitting cluster 18 changes total score from -93623592.000000 to -93622376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -309299.718750 Penalty: 2020.671021
	Iteration 0F: 2 clusters Score -309299.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -305725.500000 Penalty: 4041.342041
	Iteration 0F: 3 clusters Score -305725.5 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -306509.406250 Penalty: 4041.342041
	Iteration 1F: 3 clusters Score -306509.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -306805.468750 Penalty: 4041.342041
	Iteration 2F: 3 clusters Score -306805.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -307062.250000 Penalty: 4041.342041
	Iteration 3F: 3 clusters Score -307062.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -307285.312500 Penalty: 4041.342041
	Iteration 4F: 3 clusters Score -307285.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -307497.406250 Penalty: 4041.342041
	Iteration 5F: 3 clusters Score -307497.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -307669.156250 Penalty: 4041.342041
	Iteration 6F: 3 clusters Score -307669.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -307816.062500 Penalty: 4041.342041
	Iteration 7Q: 3 clusters Score -307816.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -307906.312500 Penalty: 4041.342041
	Iteration 8Q: 3 clusters Score -307906.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -307952.812500 Penalty: 4041.342041
	Iteration 9Q: 3 clusters Score -307952.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -307981.781250 Penalty: 4041.342041
	Iteration 10Q: 3 clusters Score -307981.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -307997.843750 Penalty: 4041.342041
	Iteration 11Q: 3 clusters Score -307997.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -308016.156250 Penalty: 4041.342041
	Iteration 12Q: 3 clusters Score -308016.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -308028.968750 Penalty: 4041.342041
	Iteration 13Q: 3 clusters Score -308029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308035.562500 Penalty: 4041.342041
	Iteration 14Q: 3 clusters Score -308035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -308043.250000 Penalty: 4041.342041
	Iteration 15Q: 3 clusters Score -308043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -308046.343750 Penalty: 4041.342041
	Iteration 16Q: 3 clusters Score -308046.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -308049.281250 Penalty: 4041.342041
	Iteration 17Q: 3 clusters Score -308049.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -308051.593750 Penalty: 4041.342041
	Iteration 18Q: 3 clusters Score -308051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -308052.593750 Penalty: 4041.342041
	Iteration 19Q: 3 clusters Score -308052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -308053.093750 Penalty: 4041.342041
	Iteration 20F: 3 clusters Score -308053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Entering Unmasked Estep 
Score: -2147628.250000 Penalty: 2502.948975
	Iteration 0F: 2 clusters Score -2147628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2130810.000000 Penalty: 5005.897949
	Iteration 0F: 3 clusters Score -2130810 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2136523.750000 Penalty: 5005.897949
	Iteration 1F: 3 clusters Score -2136524 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2137020.250000 Penalty: 5005.897949
	Iteration 2F: 3 clusters Score -2137020 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2137502.000000 Penalty: 5005.897949
	Iteration 3Q: 3 clusters Score -2137502 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2137949.000000 Penalty: 5005.897949
	Iteration 4Q: 3 clusters Score -2137949 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2138402.250000 Penalty: 5005.897949
	Iteration 5Q: 3 clusters Score -2138402 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2138870.250000 Penalty: 5005.897949
	Iteration 6Q: 3 clusters Score -2138870 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2139373.500000 Penalty: 5005.897949
	Iteration 7Q: 3 clusters Score -2139374 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2139937.500000 Penalty: 5005.897949
	Iteration 8Q: 3 clusters Score -2139938 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2140539.250000 Penalty: 5005.897949
	Iteration 9Q: 3 clusters Score -2140539 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2141125.750000 Penalty: 5005.897949
	Iteration 10Q: 3 clusters Score -2141126 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2141597.500000 Penalty: 5005.897949
	Iteration 11Q: 3 clusters Score -2141598 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2141904.250000 Penalty: 5005.897949
	Iteration 12Q: 3 clusters Score -2141904 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2142097.000000 Penalty: 5005.897949
	Iteration 13Q: 3 clusters Score -2142097 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2142217.250000 Penalty: 5005.897949
	Iteration 14Q: 3 clusters Score -2142217 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2142279.000000 Penalty: 5005.897949
	Iteration 15Q: 3 clusters Score -2142279 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2142326.750000 Penalty: 5005.897949
	Iteration 16Q: 3 clusters Score -2142327 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2142367.500000 Penalty: 5005.897949
	Iteration 17Q: 3 clusters Score -2142368 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2142394.500000 Penalty: 5005.897949
	Iteration 18Q: 3 clusters Score -2142394 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2142427.250000 Penalty: 5005.897949
	Iteration 19Q: 3 clusters Score -2142427 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2142442.500000 Penalty: 5005.897949
	Iteration 20F: 3 clusters Score -2142442 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2142468.000000 Penalty: 5005.897949
	Iteration 21Q: 3 clusters Score -2142468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2142479.500000 Penalty: 5005.897949
	Iteration 22Q: 3 clusters Score -2142480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2142492.250000 Penalty: 5005.897949
	Iteration 23Q: 3 clusters Score -2142492 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2142514.250000 Penalty: 5005.897949
	Iteration 24Q: 3 clusters Score -2142514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2142531.000000 Penalty: 5005.897949
	Iteration 25Q: 3 clusters Score -2142531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2142545.750000 Penalty: 5005.897949
	Iteration 26Q: 3 clusters Score -2142546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2142562.750000 Penalty: 5005.897949
	Iteration 27Q: 3 clusters Score -2142563 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2142585.000000 Penalty: 5005.897949
	Iteration 28Q: 3 clusters Score -2142585 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2142615.500000 Penalty: 5005.897949
	Iteration 29Q: 3 clusters Score -2142616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2142653.000000 Penalty: 5005.897949
	Iteration 30Q: 3 clusters Score -2142653 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2142687.750000 Penalty: 5005.897949
	Iteration 31Q: 3 clusters Score -2142688 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2142731.250000 Penalty: 5005.897949
	Iteration 32Q: 3 clusters Score -2142731 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2142788.500000 Penalty: 5005.897949
	Iteration 33Q: 3 clusters Score -2142788 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2142847.000000 Penalty: 5005.897949
	Iteration 34Q: 3 clusters Score -2142847 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2142907.000000 Penalty: 5005.897949
	Iteration 35Q: 3 clusters Score -2142907 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2142973.750000 Penalty: 5005.897949
	Iteration 36Q: 3 clusters Score -2142974 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2143030.500000 Penalty: 5005.897949
	Iteration 37Q: 3 clusters Score -2143030 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2143107.500000 Penalty: 5005.897949
	Iteration 38Q: 3 clusters Score -2143108 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2143175.750000 Penalty: 5005.897949
	Iteration 39Q: 3 clusters Score -2143176 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2143267.000000 Penalty: 5005.897949
	Iteration 40F: 3 clusters Score -2143267 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2143377.250000 Penalty: 5005.897949
	Iteration 41Q: 3 clusters Score -2143377 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2143482.500000 Penalty: 5005.897949
	Iteration 42Q: 3 clusters Score -2143482 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2143601.000000 Penalty: 5005.897949
	Iteration 43Q: 3 clusters Score -2143601 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2143724.000000 Penalty: 5005.897949
	Iteration 44Q: 3 clusters Score -2143724 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2143817.500000 Penalty: 5005.897949
	Iteration 45Q: 3 clusters Score -2143818 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2143911.000000 Penalty: 5005.897949
	Iteration 46Q: 3 clusters Score -2143911 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2144007.500000 Penalty: 5005.897949
	Iteration 47Q: 3 clusters Score -2144008 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2144118.000000 Penalty: 5005.897949
	Iteration 48Q: 3 clusters Score -2144118 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2144217.750000 Penalty: 5005.897949
	Iteration 49Q: 3 clusters Score -2144218 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2144332.250000 Penalty: 5005.897949
	Iteration 50Q: 3 clusters Score -2144332 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2144444.500000 Penalty: 5005.897949
	Iteration 51Q: 3 clusters Score -2144444 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2144542.250000 Penalty: 5005.897949
	Iteration 52Q: 3 clusters Score -2144542 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2144625.000000 Penalty: 5005.897949
	Iteration 53Q: 3 clusters Score -2144625 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2144706.000000 Penalty: 5005.897949
	Iteration 54Q: 3 clusters Score -2144706 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2144798.250000 Penalty: 5005.897949
	Iteration 55Q: 3 clusters Score -2144798 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2144890.750000 Penalty: 5005.897949
	Iteration 56Q: 3 clusters Score -2144891 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2144986.750000 Penalty: 5005.897949
	Iteration 57Q: 3 clusters Score -2144987 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2145079.250000 Penalty: 5005.897949
	Iteration 58Q: 3 clusters Score -2145079 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2145173.750000 Penalty: 5005.897949
	Iteration 59Q: 3 clusters Score -2145174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2145261.000000 Penalty: 5005.897949
	Iteration 60F: 3 clusters Score -2145261 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2145331.500000 Penalty: 5005.897949
	Iteration 61Q: 3 clusters Score -2145332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2145389.000000 Penalty: 5005.897949
	Iteration 62Q: 3 clusters Score -2145389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2145428.500000 Penalty: 5005.897949
	Iteration 63Q: 3 clusters Score -2145428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2145454.000000 Penalty: 5005.897949
	Iteration 64Q: 3 clusters Score -2145454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2145475.500000 Penalty: 5005.897949
	Iteration 65Q: 3 clusters Score -2145476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2145497.750000 Penalty: 5005.897949
	Iteration 66Q: 3 clusters Score -2145498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2145513.500000 Penalty: 5005.897949
	Iteration 67Q: 3 clusters Score -2145514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2145540.750000 Penalty: 5005.897949
	Iteration 68Q: 3 clusters Score -2145541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2145565.500000 Penalty: 5005.897949
	Iteration 69Q: 3 clusters Score -2145566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2145587.000000 Penalty: 5005.897949
	Iteration 70Q: 3 clusters Score -2145587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2145607.750000 Penalty: 5005.897949
	Iteration 71Q: 3 clusters Score -2145608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2145617.250000 Penalty: 5005.897949
	Iteration 72Q: 3 clusters Score -2145617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2145628.500000 Penalty: 5005.897949
	Iteration 73Q: 3 clusters Score -2145628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2145639.750000 Penalty: 5005.897949
	Iteration 74Q: 3 clusters Score -2145640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2145646.000000 Penalty: 5005.897949
	Iteration 75Q: 3 clusters Score -2145646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2145649.250000 Penalty: 5005.897949
	Iteration 76Q: 3 clusters Score -2145649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2145655.500000 Penalty: 5005.897949
	Iteration 77Q: 3 clusters Score -2145656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2145659.000000 Penalty: 5005.897949
	Iteration 78Q: 3 clusters Score -2145659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2145662.750000 Penalty: 5005.897949
	Iteration 79Q: 3 clusters Score -2145663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2145661.750000 Penalty: 5005.897949
	Iteration 80F: 3 clusters Score -2145662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2145664.250000 Penalty: 5005.897949
	Iteration 81Q: 3 clusters Score -2145664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2145669.500000 Penalty: 5005.897949
	Iteration 82Q: 3 clusters Score -2145670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2145669.500000 Penalty: 5005.897949
	Iteration 83Q: 3 clusters Score -2145670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2145668.000000 Penalty: 5005.897949
	Iteration 84Q: 3 clusters Score -2145668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2145666.750000 Penalty: 5005.897949
	Iteration 85Q: 3 clusters Score -2145667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2145666.750000 Penalty: 5005.897949
	Iteration 86F: 3 clusters Score -2145667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (259757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259757 members 
Entering Unmasked Estep 
Score: -23586810.000000 Penalty: 3091.940430
	Iteration 0F: 2 clusters Score -2.358681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 129959 members 
Entering Unmasked Estep 
Score: -23412440.000000 Penalty: 6183.880859
	Iteration 0F: 3 clusters Score -2.341244e+07 nChanged 125603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 130668 members 
Entering Unmasked Estep 
Score: -23486664.000000 Penalty: 6183.880859
	Iteration 1F: 3 clusters Score -2.348666e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -23488158.000000 Penalty: 6183.880859
	Iteration 2Q: 3 clusters Score -2.348816e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128741 members 
Mstep: Class 2 contains 131016 members 
Entering Unmasked Estep 
Score: -23490302.000000 Penalty: 6183.880859
	Iteration 3Q: 3 clusters Score -2.34903e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128380 members 
Mstep: Class 2 contains 131377 members 
Entering Unmasked Estep 
Score: -23492772.000000 Penalty: 6183.880859
	Iteration 4Q: 3 clusters Score -2.349277e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 131987 members 
Entering Unmasked Estep 
Score: -23496366.000000 Penalty: 6183.880859
	Iteration 5Q: 3 clusters Score -2.349637e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 132914 members 
Entering Unmasked Estep 
Score: -23501138.000000 Penalty: 6183.880859
	Iteration 6Q: 3 clusters Score -2.350114e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125547 members 
Mstep: Class 2 contains 134210 members 
Entering Unmasked Estep 
Score: -23507748.000000 Penalty: 6183.880859
	Iteration 7Q: 3 clusters Score -2.350775e+07 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 135885 members 
Entering Unmasked Estep 
Score: -23516158.000000 Penalty: 6183.880859
	Iteration 8F: 3 clusters Score -2.351616e+07 nChanged 15043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 137908 members 
Entering Unmasked Estep 
Score: -23526014.000000 Penalty: 6183.880859
	Iteration 9F: 3 clusters Score -2.352601e+07 nChanged 14974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 139868 members 
Entering Unmasked Estep 
Score: -23535398.000000 Penalty: 6183.880859
	Iteration 10F: 3 clusters Score -2.35354e+07 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118434 members 
Mstep: Class 2 contains 141323 members 
Entering Unmasked Estep 
Score: -23542312.000000 Penalty: 6183.880859
	Iteration 11F: 3 clusters Score -2.354231e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117429 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -23545826.000000 Penalty: 6183.880859
	Iteration 12Q: 3 clusters Score -2.354583e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 143152 members 
Entering Unmasked Estep 
Score: -23547964.000000 Penalty: 6183.880859
	Iteration 13Q: 3 clusters Score -2.354796e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115856 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -23549404.000000 Penalty: 6183.880859
	Iteration 14Q: 3 clusters Score -2.35494e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 144796 members 
Entering Unmasked Estep 
Score: -23550730.000000 Penalty: 6183.880859
	Iteration 15Q: 3 clusters Score -2.355073e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -23552166.000000 Penalty: 6183.880859
	Iteration 16Q: 3 clusters Score -2.355217e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112949 members 
Mstep: Class 2 contains 146808 members 
Entering Unmasked Estep 
Score: -23553632.000000 Penalty: 6183.880859
	Iteration 17Q: 3 clusters Score -2.355363e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 147768 members 
Entering Unmasked Estep 
Score: -23555158.000000 Penalty: 6183.880859
	Iteration 18Q: 3 clusters Score -2.355516e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -23556758.000000 Penalty: 6183.880859
	Iteration 19Q: 3 clusters Score -2.355676e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109621 members 
Mstep: Class 2 contains 150136 members 
Entering Unmasked Estep 
Score: -23558528.000000 Penalty: 6183.880859
	Iteration 20F: 3 clusters Score -2.355853e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 151526 members 
Entering Unmasked Estep 
Score: -23559874.000000 Penalty: 6183.880859
	Iteration 21Q: 3 clusters Score -2.355987e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 152825 members 
Entering Unmasked Estep 
Score: -23561222.000000 Penalty: 6183.880859
	Iteration 22Q: 3 clusters Score -2.356122e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -23562490.000000 Penalty: 6183.880859
	Iteration 23Q: 3 clusters Score -2.356249e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -23563594.000000 Penalty: 6183.880859
	Iteration 24Q: 3 clusters Score -2.356359e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 156834 members 
Entering Unmasked Estep 
Score: -23564490.000000 Penalty: 6183.880859
	Iteration 25Q: 3 clusters Score -2.356449e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101554 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -23565456.000000 Penalty: 6183.880859
	Iteration 26Q: 3 clusters Score -2.356546e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 159552 members 
Entering Unmasked Estep 
Score: -23566436.000000 Penalty: 6183.880859
	Iteration 27Q: 3 clusters Score -2.356644e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 160999 members 
Entering Unmasked Estep 
Score: -23567088.000000 Penalty: 6183.880859
	Iteration 28Q: 3 clusters Score -2.356709e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 162469 members 
Entering Unmasked Estep 
Score: -23567976.000000 Penalty: 6183.880859
	Iteration 29Q: 3 clusters Score -2.356798e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -23568626.000000 Penalty: 6183.880859
	Iteration 30Q: 3 clusters Score -2.356863e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 165467 members 
Entering Unmasked Estep 
Score: -23569190.000000 Penalty: 6183.880859
	Iteration 31Q: 3 clusters Score -2.356919e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 166979 members 
Entering Unmasked Estep 
Score: -23569792.000000 Penalty: 6183.880859
	Iteration 32Q: 3 clusters Score -2.356979e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 168506 members 
Entering Unmasked Estep 
Score: -23570274.000000 Penalty: 6183.880859
	Iteration 33Q: 3 clusters Score -2.357027e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 170007 members 
Entering Unmasked Estep 
Score: -23570764.000000 Penalty: 6183.880859
	Iteration 34Q: 3 clusters Score -2.357076e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -23571086.000000 Penalty: 6183.880859
	Iteration 35Q: 3 clusters Score -2.357109e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -23571328.000000 Penalty: 6183.880859
	Iteration 36Q: 3 clusters Score -2.357133e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 174293 members 
Entering Unmasked Estep 
Score: -23571524.000000 Penalty: 6183.880859
	Iteration 37Q: 3 clusters Score -2.357152e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 175613 members 
Entering Unmasked Estep 
Score: -23571716.000000 Penalty: 6183.880859
	Iteration 38Q: 3 clusters Score -2.357172e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 176894 members 
Entering Unmasked Estep 
Score: -23571794.000000 Penalty: 6183.880859
	Iteration 39Q: 3 clusters Score -2.357179e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -23572044.000000 Penalty: 6183.880859
	Iteration 40F: 3 clusters Score -2.357204e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 179371 members 
Entering Unmasked Estep 
Score: -23572278.000000 Penalty: 6183.880859
	Iteration 41Q: 3 clusters Score -2.357228e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 180599 members 
Entering Unmasked Estep 
Score: -23572412.000000 Penalty: 6183.880859
	Iteration 42Q: 3 clusters Score -2.357241e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 181826 members 
Entering Unmasked Estep 
Score: -23572450.000000 Penalty: 6183.880859
	Iteration 43Q: 3 clusters Score -2.357245e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 183112 members 
Entering Unmasked Estep 
Score: -23572528.000000 Penalty: 6183.880859
	Iteration 44Q: 3 clusters Score -2.357253e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75410 members 
Mstep: Class 2 contains 184347 members 
Entering Unmasked Estep 
Score: -23572622.000000 Penalty: 6183.880859
	Iteration 45Q: 3 clusters Score -2.357262e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 185600 members 
Entering Unmasked Estep 
Score: -23572824.000000 Penalty: 6183.880859
	Iteration 46Q: 3 clusters Score -2.357282e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -23572936.000000 Penalty: 6183.880859
	Iteration 47Q: 3 clusters Score -2.357294e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71641 members 
Mstep: Class 2 contains 188116 members 
Entering Unmasked Estep 
Score: -23572974.000000 Penalty: 6183.880859
	Iteration 48Q: 3 clusters Score -2.357297e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 189366 members 
Entering Unmasked Estep 
Score: -23573188.000000 Penalty: 6183.880859
	Iteration 49Q: 3 clusters Score -2.357319e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 190653 members 
Entering Unmasked Estep 
Score: -23573432.000000 Penalty: 6183.880859
	Iteration 50Q: 3 clusters Score -2.357343e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 191953 members 
Entering Unmasked Estep 
Score: -23573514.000000 Penalty: 6183.880859
	Iteration 51Q: 3 clusters Score -2.357351e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 193310 members 
Entering Unmasked Estep 
Score: -23573702.000000 Penalty: 6183.880859
	Iteration 52Q: 3 clusters Score -2.35737e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 194636 members 
Entering Unmasked Estep 
Score: -23573754.000000 Penalty: 6183.880859
	Iteration 53Q: 3 clusters Score -2.357375e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 195886 members 
Entering Unmasked Estep 
Score: -23573870.000000 Penalty: 6183.880859
	Iteration 54Q: 3 clusters Score -2.357387e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 197190 members 
Entering Unmasked Estep 
Score: -23573916.000000 Penalty: 6183.880859
	Iteration 55Q: 3 clusters Score -2.357392e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 198475 members 
Entering Unmasked Estep 
Score: -23574074.000000 Penalty: 6183.880859
	Iteration 56Q: 3 clusters Score -2.357407e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 199752 members 
Entering Unmasked Estep 
Score: -23574176.000000 Penalty: 6183.880859
	Iteration 57Q: 3 clusters Score -2.357418e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 201022 members 
Entering Unmasked Estep 
Score: -23574186.000000 Penalty: 6183.880859
	Iteration 58Q: 3 clusters Score -2.357419e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 202313 members 
Entering Unmasked Estep 
Score: -23574324.000000 Penalty: 6183.880859
	Iteration 59Q: 3 clusters Score -2.357432e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 203512 members 
Entering Unmasked Estep 
Score: -23574554.000000 Penalty: 6183.880859
	Iteration 60F: 3 clusters Score -2.357455e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 204720 members 
Entering Unmasked Estep 
Score: -23574764.000000 Penalty: 6183.880859
	Iteration 61Q: 3 clusters Score -2.357476e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 205939 members 
Entering Unmasked Estep 
Score: -23574964.000000 Penalty: 6183.880859
	Iteration 62Q: 3 clusters Score -2.357496e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 207223 members 
Entering Unmasked Estep 
Score: -23575222.000000 Penalty: 6183.880859
	Iteration 63Q: 3 clusters Score -2.357522e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -23575322.000000 Penalty: 6183.880859
	Iteration 64Q: 3 clusters Score -2.357532e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 209877 members 
Entering Unmasked Estep 
Score: -23575570.000000 Penalty: 6183.880859
	Iteration 65Q: 3 clusters Score -2.357557e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 211187 members 
Entering Unmasked Estep 
Score: -23575558.000000 Penalty: 6183.880859
	Iteration 66Q: 3 clusters Score -2.357556e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 212530 members 
Entering Unmasked Estep 
Score: -23575694.000000 Penalty: 6183.880859
	Iteration 67Q: 3 clusters Score -2.357569e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 213825 members 
Entering Unmasked Estep 
Score: -23575822.000000 Penalty: 6183.880859
	Iteration 68Q: 3 clusters Score -2.357582e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 215168 members 
Entering Unmasked Estep 
Score: -23576052.000000 Penalty: 6183.880859
	Iteration 69Q: 3 clusters Score -2.357605e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 216468 members 
Entering Unmasked Estep 
Score: -23576258.000000 Penalty: 6183.880859
	Iteration 70Q: 3 clusters Score -2.357626e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 217745 members 
Entering Unmasked Estep 
Score: -23576490.000000 Penalty: 6183.880859
	Iteration 71Q: 3 clusters Score -2.357649e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 219044 members 
Entering Unmasked Estep 
Score: -23576618.000000 Penalty: 6183.880859
	Iteration 72Q: 3 clusters Score -2.357662e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 220341 members 
Entering Unmasked Estep 
Score: -23576776.000000 Penalty: 6183.880859
	Iteration 73Q: 3 clusters Score -2.357678e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 221588 members 
Entering Unmasked Estep 
Score: -23576934.000000 Penalty: 6183.880859
	Iteration 74Q: 3 clusters Score -2.357693e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 222799 members 
Entering Unmasked Estep 
Score: -23577090.000000 Penalty: 6183.880859
	Iteration 75Q: 3 clusters Score -2.357709e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 224015 members 
Entering Unmasked Estep 
Score: -23577382.000000 Penalty: 6183.880859
	Iteration 76Q: 3 clusters Score -2.357738e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 225179 members 
Entering Unmasked Estep 
Score: -23577590.000000 Penalty: 6183.880859
	Iteration 77Q: 3 clusters Score -2.357759e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 226332 members 
Entering Unmasked Estep 
Score: -23577726.000000 Penalty: 6183.880859
	Iteration 78Q: 3 clusters Score -2.357773e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 227441 members 
Entering Unmasked Estep 
Score: -23577780.000000 Penalty: 6183.880859
	Iteration 79Q: 3 clusters Score -2.357778e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 228487 members 
Entering Unmasked Estep 
Score: -23577996.000000 Penalty: 6183.880859
	Iteration 80F: 3 clusters Score -2.3578e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 229510 members 
Entering Unmasked Estep 
Score: -23578246.000000 Penalty: 6183.880859
	Iteration 81Q: 3 clusters Score -2.357825e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 230541 members 
Entering Unmasked Estep 
Score: -23578420.000000 Penalty: 6183.880859
	Iteration 82Q: 3 clusters Score -2.357842e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 231573 members 
Entering Unmasked Estep 
Score: -23578554.000000 Penalty: 6183.880859
	Iteration 83Q: 3 clusters Score -2.357855e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 232634 members 
Entering Unmasked Estep 
Score: -23578720.000000 Penalty: 6183.880859
	Iteration 84Q: 3 clusters Score -2.357872e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 233680 members 
Entering Unmasked Estep 
Score: -23578934.000000 Penalty: 6183.880859
	Iteration 85Q: 3 clusters Score -2.357893e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 234703 members 
Entering Unmasked Estep 
Score: -23579156.000000 Penalty: 6183.880859
	Iteration 86Q: 3 clusters Score -2.357916e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 235679 members 
Entering Unmasked Estep 
Score: -23579362.000000 Penalty: 6183.880859
	Iteration 87Q: 3 clusters Score -2.357936e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 236655 members 
Entering Unmasked Estep 
Score: -23579530.000000 Penalty: 6183.880859
	Iteration 88Q: 3 clusters Score -2.357953e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 237609 members 
Entering Unmasked Estep 
Score: -23579688.000000 Penalty: 6183.880859
	Iteration 89Q: 3 clusters Score -2.357969e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 238556 members 
Entering Unmasked Estep 
Score: -23579844.000000 Penalty: 6183.880859
	Iteration 90Q: 3 clusters Score -2.357984e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 239469 members 
Entering Unmasked Estep 
Score: -23580072.000000 Penalty: 6183.880859
	Iteration 91Q: 3 clusters Score -2.358007e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 240394 members 
Entering Unmasked Estep 
Score: -23580150.000000 Penalty: 6183.880859
	Iteration 92Q: 3 clusters Score -2.358015e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 241286 members 
Entering Unmasked Estep 
Score: -23580350.000000 Penalty: 6183.880859
	Iteration 93Q: 3 clusters Score -2.358035e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 242148 members 
Entering Unmasked Estep 
Score: -23580544.000000 Penalty: 6183.880859
	Iteration 94Q: 3 clusters Score -2.358054e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 243062 members 
Entering Unmasked Estep 
Score: -23580826.000000 Penalty: 6183.880859
	Iteration 95Q: 3 clusters Score -2.358083e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 243946 members 
Entering Unmasked Estep 
Score: -23580944.000000 Penalty: 6183.880859
	Iteration 96Q: 3 clusters Score -2.358094e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 244842 members 
Entering Unmasked Estep 
Score: -23581172.000000 Penalty: 6183.880859
	Iteration 97Q: 3 clusters Score -2.358117e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 245713 members 
Entering Unmasked Estep 
Score: -23581420.000000 Penalty: 6183.880859
	Iteration 98Q: 3 clusters Score -2.358142e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 246586 members 
Entering Unmasked Estep 
Score: -23581704.000000 Penalty: 6183.880859
	Iteration 99Q: 3 clusters Score -2.35817e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 247406 members 
Entering Unmasked Estep 
Score: -23581912.000000 Penalty: 6183.880859
	Iteration 100F: 3 clusters Score -2.358191e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 248203 members 
Entering Unmasked Estep 
Score: -23582044.000000 Penalty: 6183.880859
	Iteration 101Q: 3 clusters Score -2.358204e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 248983 members 
Entering Unmasked Estep 
Score: -23582292.000000 Penalty: 6183.880859
	Iteration 102Q: 3 clusters Score -2.358229e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 249724 members 
Entering Unmasked Estep 
Score: -23582388.000000 Penalty: 6183.880859
	Iteration 103Q: 3 clusters Score -2.358239e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 250452 members 
Entering Unmasked Estep 
Score: -23582514.000000 Penalty: 6183.880859
	Iteration 104Q: 3 clusters Score -2.358251e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 251118 members 
Entering Unmasked Estep 
Score: -23582668.000000 Penalty: 6183.880859
	Iteration 105Q: 3 clusters Score -2.358267e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 251710 members 
Entering Unmasked Estep 
Score: -23582772.000000 Penalty: 6183.880859
	Iteration 106Q: 3 clusters Score -2.358277e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 252259 members 
Entering Unmasked Estep 
Score: -23582928.000000 Penalty: 6183.880859
	Iteration 107Q: 3 clusters Score -2.358293e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 252817 members 
Entering Unmasked Estep 
Score: -23583046.000000 Penalty: 6183.880859
	Iteration 108Q: 3 clusters Score -2.358305e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 253370 members 
Entering Unmasked Estep 
Score: -23583204.000000 Penalty: 6183.880859
	Iteration 109Q: 3 clusters Score -2.35832e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 253852 members 
Entering Unmasked Estep 
Score: -23583250.000000 Penalty: 6183.880859
	Iteration 110Q: 3 clusters Score -2.358325e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 254305 members 
Entering Unmasked Estep 
Score: -23583400.000000 Penalty: 6183.880859
	Iteration 111Q: 3 clusters Score -2.35834e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 254717 members 
Entering Unmasked Estep 
Score: -23583496.000000 Penalty: 6183.880859
	Iteration 112Q: 3 clusters Score -2.35835e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 255060 members 
Entering Unmasked Estep 
Score: -23583602.000000 Penalty: 6183.880859
	Iteration 113Q: 3 clusters Score -2.35836e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 255348 members 
Entering Unmasked Estep 
Score: -23583716.000000 Penalty: 6183.880859
	Iteration 114Q: 3 clusters Score -2.358372e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 255606 members 
Entering Unmasked Estep 
Score: -23583804.000000 Penalty: 6183.880859
	Iteration 115Q: 3 clusters Score -2.35838e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 255837 members 
Entering Unmasked Estep 
Score: -23583842.000000 Penalty: 6183.880859
	Iteration 116Q: 3 clusters Score -2.358384e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 256032 members 
Entering Unmasked Estep 
Score: -23583890.000000 Penalty: 6183.880859
	Iteration 117Q: 3 clusters Score -2.358389e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 256224 members 
Entering Unmasked Estep 
Score: -23583994.000000 Penalty: 6183.880859
	Iteration 118Q: 3 clusters Score -2.358399e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 256395 members 
Entering Unmasked Estep 
Score: -23584062.000000 Penalty: 6183.880859
	Iteration 119Q: 3 clusters Score -2.358406e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 256529 members 
Entering Unmasked Estep 
Score: -23584088.000000 Penalty: 6183.880859
	Iteration 120F: 3 clusters Score -2.358409e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 256645 members 
Entering Unmasked Estep 
Score: -23584108.000000 Penalty: 6183.880859
	Iteration 121Q: 3 clusters Score -2.358411e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 256753 members 
Entering Unmasked Estep 
Score: -23584198.000000 Penalty: 6183.880859
	Iteration 122Q: 3 clusters Score -2.35842e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 256859 members 
Entering Unmasked Estep 
Score: -23584238.000000 Penalty: 6183.880859
	Iteration 123Q: 3 clusters Score -2.358424e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 256953 members 
Entering Unmasked Estep 
Score: -23584242.000000 Penalty: 6183.880859
	Iteration 124Q: 3 clusters Score -2.358424e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 257030 members 
Entering Unmasked Estep 
Score: -23584292.000000 Penalty: 6183.880859
	Iteration 125Q: 3 clusters Score -2.358429e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 257107 members 
Entering Unmasked Estep 
Score: -23584324.000000 Penalty: 6183.880859
	Iteration 126Q: 3 clusters Score -2.358432e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 257180 members 
Entering Unmasked Estep 
Score: -23584358.000000 Penalty: 6183.880859
	Iteration 127Q: 3 clusters Score -2.358436e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 257228 members 
Entering Unmasked Estep 
Score: -23584336.000000 Penalty: 6183.880859
	Iteration 128Q: 3 clusters Score -2.358434e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 257271 members 
Entering Unmasked Estep 
Score: -23584372.000000 Penalty: 6183.880859
	Iteration 129Q: 3 clusters Score -2.358437e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 257311 members 
Entering Unmasked Estep 
Score: -23584386.000000 Penalty: 6183.880859
	Iteration 130Q: 3 clusters Score -2.358439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 257345 members 
Entering Unmasked Estep 
Score: -23584378.000000 Penalty: 6183.880859
	Iteration 131Q: 3 clusters Score -2.358438e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 257381 members 
Entering Unmasked Estep 
Score: -23584428.000000 Penalty: 6183.880859
	Iteration 132Q: 3 clusters Score -2.358443e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 257412 members 
Entering Unmasked Estep 
Score: -23584394.000000 Penalty: 6183.880859
	Iteration 133Q: 3 clusters Score -2.358439e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 257442 members 
Entering Unmasked Estep 
Score: -23584390.000000 Penalty: 6183.880859
	Iteration 134Q: 3 clusters Score -2.358439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 257464 members 
Entering Unmasked Estep 
Score: -23584400.000000 Penalty: 6183.880859
	Iteration 135Q: 3 clusters Score -2.35844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 257486 members 
Entering Unmasked Estep 
Score: -23584418.000000 Penalty: 6183.880859
	Iteration 136Q: 3 clusters Score -2.358442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 257517 members 
Entering Unmasked Estep 
Score: -23584422.000000 Penalty: 6183.880859
	Iteration 137Q: 3 clusters Score -2.358442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 257532 members 
Entering Unmasked Estep 
Score: -23584406.000000 Penalty: 6183.880859
	Iteration 138Q: 3 clusters Score -2.358441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 257547 members 
Entering Unmasked Estep 
Score: -23584444.000000 Penalty: 6183.880859
	Iteration 139Q: 3 clusters Score -2.358444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 257559 members 
Entering Unmasked Estep 
Score: -23584450.000000 Penalty: 6183.880859
	Iteration 140F: 3 clusters Score -2.358445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 257568 members 
Entering Unmasked Estep 
Score: -23584446.000000 Penalty: 6183.880859
	Iteration 141Q: 3 clusters Score -2.358445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 257577 members 
Entering Unmasked Estep 
Score: -23584430.000000 Penalty: 6183.880859
	Iteration 142Q: 3 clusters Score -2.358443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 257585 members 
Entering Unmasked Estep 
Score: -23584442.000000 Penalty: 6183.880859
	Iteration 143Q: 3 clusters Score -2.358444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 257598 members 
Entering Unmasked Estep 
Score: -23584440.000000 Penalty: 6183.880859
	Iteration 144Q: 3 clusters Score -2.358444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 257612 members 
Entering Unmasked Estep 
Score: -23584464.000000 Penalty: 6183.880859
	Iteration 145Q: 3 clusters Score -2.358446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 257624 members 
Entering Unmasked Estep 
Score: -23584484.000000 Penalty: 6183.880859
	Iteration 146Q: 3 clusters Score -2.358448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 257640 members 
Entering Unmasked Estep 
Score: -23584478.000000 Penalty: 6183.880859
	Iteration 147Q: 3 clusters Score -2.358448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 257647 members 
Entering Unmasked Estep 
Score: -23584486.000000 Penalty: 6183.880859
	Iteration 148Q: 3 clusters Score -2.358449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 257653 members 
Entering Unmasked Estep 
Score: -23584474.000000 Penalty: 6183.880859
	Iteration 149Q: 3 clusters Score -2.358447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 257659 members 
Entering Unmasked Estep 
Score: -23584478.000000 Penalty: 6183.880859
	Iteration 150Q: 3 clusters Score -2.358448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 257661 members 
Entering Unmasked Estep 
Score: -23584472.000000 Penalty: 6183.880859
	Iteration 151Q: 3 clusters Score -2.358447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 257664 members 
Entering Unmasked Estep 
Score: -23584476.000000 Penalty: 6183.880859
	Iteration 152Q: 3 clusters Score -2.358448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 257666 members 
Entering Unmasked Estep 
Score: -23584488.000000 Penalty: 6183.880859
	Iteration 153Q: 3 clusters Score -2.358449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 257666 members 
Entering Unmasked Estep 
Score: -23584488.000000 Penalty: 6183.880859
	Iteration 154F: 3 clusters Score -2.358449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -84596.500000 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -84596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -82655.453125 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -82655.45 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -82934.640625 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -82934.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83027.906250 Penalty: 3424.258545
	Iteration 2F: 3 clusters Score -83027.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83061.210938 Penalty: 3424.258545
	Iteration 3Q: 3 clusters Score -83061.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83081.945312 Penalty: 3424.258545
	Iteration 4Q: 3 clusters Score -83081.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83097.179688 Penalty: 3424.258545
	Iteration 5Q: 3 clusters Score -83097.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83104.992188 Penalty: 3424.258545
	Iteration 6Q: 3 clusters Score -83104.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83106.734375 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -83106.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83106.734375 Penalty: 3424.258545
	Iteration 8F: 3 clusters Score -83106.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15393.962891 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -15393.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14267.542969 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -14267.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14376.539062 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -14376.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14451.253906 Penalty: 2688.585449
	Iteration 2F: 3 clusters Score -14451.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14472.975586 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -14472.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14472.975586 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -14472.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -88281.101562 Penalty: 1731.289429
	Iteration 0F: 2 clusters Score -88281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86315.445312 Penalty: 3462.578857
	Iteration 0F: 3 clusters Score -86315.45 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86991.757812 Penalty: 3462.578857
	Iteration 1F: 3 clusters Score -86991.76 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -87344.804688 Penalty: 3462.578857
	Iteration 2F: 3 clusters Score -87344.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -87518.640625 Penalty: 3462.578857
	Iteration 3F: 3 clusters Score -87518.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -87601.148438 Penalty: 3462.578857
	Iteration 4Q: 3 clusters Score -87601.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -87680.250000 Penalty: 3462.578857
	Iteration 5Q: 3 clusters Score -87680.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -87750.359375 Penalty: 3462.578857
	Iteration 6Q: 3 clusters Score -87750.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -87795.531250 Penalty: 3462.578857
	Iteration 7Q: 3 clusters Score -87795.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -87826.632812 Penalty: 3462.578857
	Iteration 8Q: 3 clusters Score -87826.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -87856.960938 Penalty: 3462.578857
	Iteration 9Q: 3 clusters Score -87856.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -87873.171875 Penalty: 3462.578857
	Iteration 10Q: 3 clusters Score -87873.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -87879.242188 Penalty: 3462.578857
	Iteration 11Q: 3 clusters Score -87879.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -87879.242188 Penalty: 3462.578857
	Iteration 12F: 3 clusters Score -87879.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -84054.648438 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -84054.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -82119.078125 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -82119.08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -82558.335938 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -82558.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82730.515625 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -82730.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82845.578125 Penalty: 3448.553467
	Iteration 3Q: 3 clusters Score -82845.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82952.445312 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -82952.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -83058.593750 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -83058.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83220.281250 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -83220.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83342.914062 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -83342.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -83494.039062 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -83494.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -83690.882812 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -83690.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -83928.210938 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -83928.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -84140.960938 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -84140.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -84255.757812 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -84255.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -84298.820312 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -84298.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -84348.648438 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -84348.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84404.578125 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -84404.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -84495.093750 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -84495.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84683.835938 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -84683.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -84763.273438 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -84763.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -84783.484375 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -84783.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -84783.484375 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -84783.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 435464 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 9609 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24162 members 
Mstep: Class 21 contains 259757 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 445 members 
Mstep: Class 26 contains 601 members 
Entering Unmasked Estep 
Score: -93622552.000000 Penalty: 89408.812500
Splitting cluster 25 changes total score from -93623592.000000 to -93622552.000000
So it's not getting split.
21->26 Clusters: Score -93623592.000000, best is -93622616.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1051923 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 49500 members 
Mstep: Class 3 contains 49815 members 
Mstep: Class 4 contains 49919 members 
Mstep: Class 5 contains 49986 members 
Mstep: Class 6 contains 50393 members 
Mstep: Class 7 contains 50038 members 
Mstep: Class 8 contains 50497 members 
Mstep: Class 9 contains 50027 members 
Mstep: Class 10 contains 50120 members 
Mstep: Class 11 contains 50378 members 
Mstep: Class 12 contains 50282 members 
Mstep: Class 13 contains 50149 members 
Mstep: Class 14 contains 50043 members 
Mstep: Class 15 contains 50322 members 
Mstep: Class 16 contains 50232 members 
Mstep: Class 17 contains 50070 members 
Mstep: Class 18 contains 50120 members 
Mstep: Class 19 contains 50365 members 
Mstep: Class 20 contains 49863 members 
Mstep: Class 21 contains 49701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 244.983002 but Gain 3438.804688
Score: -87423168.000000 Penalty: 68776.007812
Iteration 0F: 21 clusters Score -8.742317e+07 nChanged 998029
Entering Unmasked Mstep 
Mstep: Class 0 contains 6456 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 69942 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 24304 members 
Mstep: Class 5 contains 52435 members 
Mstep: Class 6 contains 13438 members 
Mstep: Class 7 contains 8744 members 
Mstep: Class 8 contains 90756 members 
Mstep: Class 9 contains 20973 members 
Mstep: Class 11 contains 72252 members 
Mstep: Class 12 contains 36550 members 
Mstep: Class 13 contains 145205 members 
Mstep: Class 14 contains 17284 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 214532 members 
Mstep: Class 18 contains 30078 members 
Mstep: Class 19 contains 46511 members 
Mstep: Class 20 contains 38291 members 
Mstep: Class 21 contains 40390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91017504.000000 Penalty: 68776.007812
Iteration 1F: 21 clusters Score -9.10175e+07 nChanged 363635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5799 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 42376 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 13551 members 
Mstep: Class 5 contains 45364 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 10370 members 
Mstep: Class 8 contains 84611 members 
Mstep: Class 9 contains 14967 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 29032 members 
Mstep: Class 13 contains 208437 members 
Mstep: Class 14 contains 11650 members 
Mstep: Class 15 contains 36550 members 
Mstep: Class 16 contains 11894 members 
Mstep: Class 17 contains 283685 members 
Mstep: Class 18 contains 30975 members 
Mstep: Class 19 contains 30550 members 
Mstep: Class 20 contains 42635 members 
Mstep: Class 21 contains 25856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91827304.000000 Penalty: 68776.007812
Iteration 2F: 21 clusters Score -9.18273e+07 nChanged 273348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4236 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 26328 members 
Mstep: Class 3 contains 5457 members 
Mstep: Class 4 contains 7409 members 
Mstep: Class 5 contains 33284 members 
Mstep: Class 6 contains 4736 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 85236 members 
Mstep: Class 9 contains 9593 members 
Mstep: Class 11 contains 61646 members 
Mstep: Class 12 contains 19889 members 
Mstep: Class 13 contains 262571 members 
Mstep: Class 14 contains 10688 members 
Mstep: Class 15 contains 27800 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 332268 members 
Mstep: Class 18 contains 25644 members 
Mstep: Class 19 contains 19248 members 
Mstep: Class 20 contains 39709 members 
Mstep: Class 21 contains 16320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92263992.000000 Penalty: 68776.007812
Iteration 3F: 21 clusters Score -9.226399e+07 nChanged 181734
Entering Unmasked Mstep 
Mstep: Class 0 contains 3144 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 15956 members 
Mstep: Class 3 contains 4659 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 20895 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 100253 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 11 contains 58041 members 
Mstep: Class 12 contains 12181 members 
Mstep: Class 13 contains 289991 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 367574 members 
Mstep: Class 18 contains 21242 members 
Mstep: Class 19 contains 12201 members 
Mstep: Class 20 contains 34363 members 
Mstep: Class 21 contains 11856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2304.286865 but Gain 3438.800781
Score: -92595872.000000 Penalty: 65337.207031
Iteration 4F: 20 clusters Score -9.259587e+07 nChanged 130586
Entering Unmasked Mstep 
Mstep: Class 0 contains 988 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 8297 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 5 contains 13508 members 
Mstep: Class 6 contains 5901 members 
Mstep: Class 7 contains 6312 members 
Mstep: Class 8 contains 117745 members 
Mstep: Class 9 contains 3690 members 
Mstep: Class 11 contains 52418 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 293939 members 
Mstep: Class 14 contains 13225 members 
Mstep: Class 15 contains 13494 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 392712 members 
Mstep: Class 18 contains 18704 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 31336 members 
Mstep: Class 21 contains 10587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3361.324707 but Gain 3438.800781
Score: -92841296.000000 Penalty: 61898.406250
Iteration 5F: 19 clusters Score -9.28413e+07 nChanged 101461
Entering Unmasked Mstep 
Mstep: Class 0 contains 499 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 5 contains 11045 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 130127 members 
Mstep: Class 11 contains 45603 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 282372 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 6902 members 
Mstep: Class 17 contains 411656 members 
Mstep: Class 18 contains 15349 members 
Mstep: Class 19 contains 6203 members 
Mstep: Class 20 contains 31722 members 
Mstep: Class 21 contains 10822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92941808.000000 Penalty: 61898.406250
Iteration 6F: 19 clusters Score -9.294181e+07 nChanged 86774
Entering Unmasked Mstep 
Mstep: Class 0 contains 467 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 138307 members 
Mstep: Class 11 contains 38254 members 
Mstep: Class 12 contains 3908 members 
Mstep: Class 13 contains 261753 members 
Mstep: Class 14 contains 16544 members 
Mstep: Class 15 contains 7295 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 426937 members 
Mstep: Class 18 contains 10993 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 34410 members 
Mstep: Class 21 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93010104.000000 Penalty: 61898.406250
Iteration 7F: 19 clusters Score -9.30101e+07 nChanged 78911
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 5 contains 13318 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 3910 members 
Mstep: Class 8 contains 143653 members 
Mstep: Class 11 contains 31814 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 13 contains 237190 members 
Mstep: Class 14 contains 16848 members 
Mstep: Class 15 contains 6026 members 
Mstep: Class 16 contains 9102 members 
Mstep: Class 17 contains 442737 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 36857 members 
Mstep: Class 21 contains 11121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2707.338135 but Gain 3438.796875
Score: -93066720.000000 Penalty: 58459.609375
Iteration 8F: 18 clusters Score -9.306672e+07 nChanged 72661
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 7650 members 
Mstep: Class 5 contains 15004 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 3700 members 
Mstep: Class 8 contains 147301 members 
Mstep: Class 11 contains 26659 members 
Mstep: Class 13 contains 210719 members 
Mstep: Class 14 contains 16667 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 11008 members 
Mstep: Class 17 contains 460823 members 
Mstep: Class 18 contains 6225 members 
Mstep: Class 19 contains 3702 members 
Mstep: Class 20 contains 38013 members 
Mstep: Class 21 contains 10905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93117152.000000 Penalty: 58459.609375
Iteration 9F: 18 clusters Score -9.311715e+07 nChanged 63179
Entering Unmasked Mstep 
Mstep: Class 0 contains 353 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 8598 members 
Mstep: Class 5 contains 16445 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 149680 members 
Mstep: Class 11 contains 22440 members 
Mstep: Class 13 contains 182667 members 
Mstep: Class 14 contains 15725 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 12791 members 
Mstep: Class 17 contains 479154 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 38445 members 
Mstep: Class 21 contains 9966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93158800.000000 Penalty: 58459.609375
Iteration 10F: 18 clusters Score -9.31588e+07 nChanged 55819
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 9335 members 
Mstep: Class 5 contains 17666 members 
Mstep: Class 6 contains 5911 members 
Mstep: Class 7 contains 3891 members 
Mstep: Class 8 contains 151519 members 
Mstep: Class 11 contains 19363 members 
Mstep: Class 13 contains 155114 members 
Mstep: Class 14 contains 14586 members 
Mstep: Class 15 contains 5877 members 
Mstep: Class 16 contains 14562 members 
Mstep: Class 17 contains 496613 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 38693 members 
Mstep: Class 21 contains 8884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93202456.000000 Penalty: 58459.609375
Iteration 11F: 18 clusters Score -9.320246e+07 nChanged 49463
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 9921 members 
Mstep: Class 5 contains 18625 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 4169 members 
Mstep: Class 8 contains 153180 members 
Mstep: Class 11 contains 17177 members 
Mstep: Class 13 contains 128593 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 6287 members 
Mstep: Class 16 contains 16121 members 
Mstep: Class 17 contains 512648 members 
Mstep: Class 18 contains 5756 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 38896 members 
Mstep: Class 21 contains 7992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93231648.000000 Penalty: 58459.609375
Iteration 12Q: 18 clusters Score -9.323165e+07 nChanged 44115
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 10383 members 
Mstep: Class 5 contains 19386 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 154869 members 
Mstep: Class 11 contains 15668 members 
Mstep: Class 13 contains 104458 members 
Mstep: Class 14 contains 12488 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 17341 members 
Mstep: Class 17 contains 526441 members 
Mstep: Class 18 contains 5913 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 39063 members 
Mstep: Class 21 contains 7425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93257448.000000 Penalty: 58459.609375
Iteration 13Q: 18 clusters Score -9.325745e+07 nChanged 39380
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 123371 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 10789 members 
Mstep: Class 5 contains 20008 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4739 members 
Mstep: Class 8 contains 156672 members 
Mstep: Class 11 contains 14684 members 
Mstep: Class 13 contains 83425 members 
Mstep: Class 14 contains 11674 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 18237 members 
Mstep: Class 17 contains 537297 members 
Mstep: Class 18 contains 6153 members 
Mstep: Class 19 contains 3201 members 
Mstep: Class 20 contains 39175 members 
Mstep: Class 21 contains 7190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93283088.000000 Penalty: 58459.609375
Iteration 14Q: 18 clusters Score -9.328309e+07 nChanged 33978
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 129715 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 11126 members 
Mstep: Class 5 contains 20527 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 158884 members 
Mstep: Class 11 contains 14105 members 
Mstep: Class 13 contains 67260 members 
Mstep: Class 14 contains 11010 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 18928 members 
Mstep: Class 17 contains 543534 members 
Mstep: Class 18 contains 6463 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 39207 members 
Mstep: Class 21 contains 7363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93312656.000000 Penalty: 58459.609375
Iteration 15Q: 18 clusters Score -9.331266e+07 nChanged 25375
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 134686 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 5 contains 21084 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 5010 members 
Mstep: Class 8 contains 161106 members 
Mstep: Class 11 contains 13768 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 10467 members 
Mstep: Class 15 contains 7168 members 
Mstep: Class 16 contains 19465 members 
Mstep: Class 17 contains 540309 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 39217 members 
Mstep: Class 21 contains 7778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93337712.000000 Penalty: 58459.609375
Iteration 16Q: 18 clusters Score -9.333771e+07 nChanged 26537
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 11785 members 
Mstep: Class 5 contains 21743 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 163219 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 13 contains 63191 members 
Mstep: Class 14 contains 10058 members 
Mstep: Class 15 contains 7337 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 529838 members 
Mstep: Class 18 contains 7145 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 39196 members 
Mstep: Class 21 contains 8195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93347928.000000 Penalty: 58459.609375
Iteration 17Q: 18 clusters Score -9.334793e+07 nChanged 22238
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 143731 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 5 contains 22498 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 164881 members 
Mstep: Class 11 contains 13264 members 
Mstep: Class 13 contains 66040 members 
Mstep: Class 14 contains 9720 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 20258 members 
Mstep: Class 17 contains 518598 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 4816 members 
Mstep: Class 20 contains 39175 members 
Mstep: Class 21 contains 8470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93354864.000000 Penalty: 58459.609375
Iteration 18Q: 18 clusters Score -9.335486e+07 nChanged 19199
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 5 contains 23235 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 166155 members 
Mstep: Class 11 contains 13103 members 
Mstep: Class 13 contains 69120 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 7605 members 
Mstep: Class 16 contains 20563 members 
Mstep: Class 17 contains 507500 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 5256 members 
Mstep: Class 20 contains 39134 members 
Mstep: Class 21 contains 8594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93360232.000000 Penalty: 58459.609375
Iteration 19Q: 18 clusters Score -9.336023e+07 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 153331 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 5 contains 24050 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 5380 members 
Mstep: Class 8 contains 167130 members 
Mstep: Class 11 contains 12918 members 
Mstep: Class 13 contains 72156 members 
Mstep: Class 14 contains 9338 members 
Mstep: Class 15 contains 7713 members 
Mstep: Class 16 contains 20835 members 
Mstep: Class 17 contains 496588 members 
Mstep: Class 18 contains 8220 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 39099 members 
Mstep: Class 21 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93365432.000000 Penalty: 58459.609375
Iteration 20F: 18 clusters Score -9.336543e+07 nChanged 16757
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 159179 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 12845 members 
Mstep: Class 5 contains 24836 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 167761 members 
Mstep: Class 11 contains 12721 members 
Mstep: Class 13 contains 74905 members 
Mstep: Class 14 contains 9208 members 
Mstep: Class 15 contains 7835 members 
Mstep: Class 16 contains 21062 members 
Mstep: Class 17 contains 485461 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 5921 members 
Mstep: Class 20 contains 39069 members 
Mstep: Class 21 contains 8593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93370792.000000 Penalty: 58459.609375
Iteration 21Q: 18 clusters Score -9.337079e+07 nChanged 16520
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 13077 members 
Mstep: Class 5 contains 25664 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 5764 members 
Mstep: Class 8 contains 168301 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 13 contains 77173 members 
Mstep: Class 14 contains 9144 members 
Mstep: Class 15 contains 7939 members 
Mstep: Class 16 contains 21244 members 
Mstep: Class 17 contains 474238 members 
Mstep: Class 18 contains 9199 members 
Mstep: Class 19 contains 6113 members 
Mstep: Class 20 contains 39020 members 
Mstep: Class 21 contains 8448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93377752.000000 Penalty: 58459.609375
Iteration 22Q: 18 clusters Score -9.337775e+07 nChanged 17628
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 173812 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 13286 members 
Mstep: Class 5 contains 26556 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 168604 members 
Mstep: Class 11 contains 12369 members 
Mstep: Class 13 contains 78902 members 
Mstep: Class 14 contains 9173 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 21383 members 
Mstep: Class 17 contains 462042 members 
Mstep: Class 18 contains 9925 members 
Mstep: Class 19 contains 6263 members 
Mstep: Class 20 contains 38969 members 
Mstep: Class 21 contains 8276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93385720.000000 Penalty: 58459.609375
Iteration 23Q: 18 clusters Score -9.338572e+07 nChanged 19787
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 183878 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 13499 members 
Mstep: Class 5 contains 27411 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 168891 members 
Mstep: Class 11 contains 12200 members 
Mstep: Class 13 contains 79788 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 8139 members 
Mstep: Class 16 contains 21574 members 
Mstep: Class 17 contains 448312 members 
Mstep: Class 18 contains 10918 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 38936 members 
Mstep: Class 21 contains 8057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93400048.000000 Penalty: 58459.609375
Iteration 24Q: 18 clusters Score -9.340005e+07 nChanged 23127
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 196600 members 
Mstep: Class 2 contains 2269 members 
Mstep: Class 3 contains 13678 members 
Mstep: Class 5 contains 28186 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 169287 members 
Mstep: Class 11 contains 12050 members 
Mstep: Class 13 contains 79431 members 
Mstep: Class 14 contains 9513 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 21736 members 
Mstep: Class 17 contains 432914 members 
Mstep: Class 18 contains 12189 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 38920 members 
Mstep: Class 21 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93426840.000000 Penalty: 58459.609375
Iteration 25Q: 18 clusters Score -9.342684e+07 nChanged 27837
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 211615 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 5 contains 28883 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 7045 members 
Mstep: Class 8 contains 169916 members 
Mstep: Class 11 contains 11874 members 
Mstep: Class 13 contains 77127 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 8284 members 
Mstep: Class 16 contains 21896 members 
Mstep: Class 17 contains 417003 members 
Mstep: Class 18 contains 13622 members 
Mstep: Class 19 contains 6462 members 
Mstep: Class 20 contains 38911 members 
Mstep: Class 21 contains 7618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93465144.000000 Penalty: 58459.609375
Iteration 26Q: 18 clusters Score -9.346514e+07 nChanged 29817
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 223867 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 13989 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 7572 members 
Mstep: Class 8 contains 170874 members 
Mstep: Class 11 contains 11602 members 
Mstep: Class 13 contains 71825 members 
Mstep: Class 14 contains 9244 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 22192 members 
Mstep: Class 17 contains 406841 members 
Mstep: Class 18 contains 15223 members 
Mstep: Class 19 contains 6497 members 
Mstep: Class 20 contains 38933 members 
Mstep: Class 21 contains 7394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93496560.000000 Penalty: 58459.609375
Iteration 27Q: 18 clusters Score -9.349656e+07 nChanged 27587
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 5 contains 28889 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 8138 members 
Mstep: Class 8 contains 171574 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 13 contains 63639 members 
Mstep: Class 14 contains 8492 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 22652 members 
Mstep: Class 17 contains 404672 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 6629 members 
Mstep: Class 20 contains 38949 members 
Mstep: Class 21 contains 7227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93515400.000000 Penalty: 58459.609375
Iteration 28Q: 18 clusters Score -9.35154e+07 nChanged 24069
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 237797 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 5 contains 28205 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 171492 members 
Mstep: Class 11 contains 10846 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7578 members 
Mstep: Class 15 contains 8799 members 
Mstep: Class 16 contains 23208 members 
Mstep: Class 17 contains 407899 members 
Mstep: Class 18 contains 17940 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 38957 members 
Mstep: Class 21 contains 7177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93526408.000000 Penalty: 58459.609375
Iteration 29Q: 18 clusters Score -9.352641e+07 nChanged 20397
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 241835 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 14406 members 
Mstep: Class 5 contains 27206 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 9084 members 
Mstep: Class 8 contains 170874 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 13 contains 44371 members 
Mstep: Class 14 contains 6863 members 
Mstep: Class 15 contains 9005 members 
Mstep: Class 16 contains 23761 members 
Mstep: Class 17 contains 413384 members 
Mstep: Class 18 contains 18976 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 38959 members 
Mstep: Class 21 contains 7183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93534848.000000 Penalty: 58459.609375
Iteration 30Q: 18 clusters Score -9.353485e+07 nChanged 17211
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 244723 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 5 contains 26177 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 9558 members 
Mstep: Class 8 contains 170134 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 13 contains 35721 members 
Mstep: Class 14 contains 6365 members 
Mstep: Class 15 contains 9137 members 
Mstep: Class 16 contains 24263 members 
Mstep: Class 17 contains 419103 members 
Mstep: Class 18 contains 19793 members 
Mstep: Class 19 contains 7616 members 
Mstep: Class 20 contains 38965 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93541240.000000 Penalty: 58459.609375
Iteration 31Q: 18 clusters Score -9.354124e+07 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 246714 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 14539 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 10008 members 
Mstep: Class 8 contains 169435 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 13 contains 28328 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 424291 members 
Mstep: Class 18 contains 20465 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 38981 members 
Mstep: Class 21 contains 7367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93545496.000000 Penalty: 58459.609375
Iteration 32Q: 18 clusters Score -9.35455e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 248154 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 5 contains 24342 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 10473 members 
Mstep: Class 8 contains 168727 members 
Mstep: Class 11 contains 9977 members 
Mstep: Class 13 contains 22068 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 25115 members 
Mstep: Class 17 contains 428792 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 19 contains 8675 members 
Mstep: Class 20 contains 38991 members 
Mstep: Class 21 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93549640.000000 Penalty: 58459.609375
Iteration 33Q: 18 clusters Score -9.354964e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 249119 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 14552 members 
Mstep: Class 5 contains 23553 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 10991 members 
Mstep: Class 8 contains 168227 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 13 contains 16988 members 
Mstep: Class 14 contains 5728 members 
Mstep: Class 15 contains 9529 members 
Mstep: Class 16 contains 25470 members 
Mstep: Class 17 contains 432268 members 
Mstep: Class 18 contains 21422 members 
Mstep: Class 19 contains 9289 members 
Mstep: Class 20 contains 39009 members 
Mstep: Class 21 contains 7605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93553352.000000 Penalty: 58459.609375
Iteration 34Q: 18 clusters Score -9.355335e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 249846 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 14543 members 
Mstep: Class 5 contains 22857 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 11467 members 
Mstep: Class 8 contains 167788 members 
Mstep: Class 11 contains 9773 members 
Mstep: Class 13 contains 13021 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 15 contains 9647 members 
Mstep: Class 16 contains 25765 members 
Mstep: Class 17 contains 434842 members 
Mstep: Class 18 contains 21763 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 39030 members 
Mstep: Class 21 contains 7724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93556136.000000 Penalty: 58459.609375
Iteration 35Q: 18 clusters Score -9.355614e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 250452 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 14544 members 
Mstep: Class 5 contains 22228 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 11904 members 
Mstep: Class 8 contains 167360 members 
Mstep: Class 11 contains 9673 members 
Mstep: Class 13 contains 10051 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 15 contains 9759 members 
Mstep: Class 16 contains 26013 members 
Mstep: Class 17 contains 436628 members 
Mstep: Class 18 contains 22048 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 39048 members 
Mstep: Class 21 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93558560.000000 Penalty: 58459.609375
Iteration 36Q: 18 clusters Score -9.355856e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 250896 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 14543 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 12344 members 
Mstep: Class 8 contains 167020 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 13 contains 7899 members 
Mstep: Class 14 contains 5527 members 
Mstep: Class 15 contains 9857 members 
Mstep: Class 16 contains 26234 members 
Mstep: Class 17 contains 437736 members 
Mstep: Class 18 contains 22301 members 
Mstep: Class 19 contains 11078 members 
Mstep: Class 20 contains 39070 members 
Mstep: Class 21 contains 7924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93560520.000000 Penalty: 58459.609375
Iteration 37Q: 18 clusters Score -9.356052e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 251350 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 14544 members 
Mstep: Class 5 contains 21029 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 12719 members 
Mstep: Class 8 contains 166676 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 13 contains 6359 members 
Mstep: Class 14 contains 5483 members 
Mstep: Class 15 contains 9929 members 
Mstep: Class 16 contains 26410 members 
Mstep: Class 17 contains 438369 members 
Mstep: Class 18 contains 22503 members 
Mstep: Class 19 contains 11651 members 
Mstep: Class 20 contains 39091 members 
Mstep: Class 21 contains 7994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93561264.000000 Penalty: 58459.609375
Iteration 38Q: 18 clusters Score -9.356126e+07 nChanged 4295
Entering ConstructFrom: 
Score: -93561264.000000 Penalty: 58459.609375
Entering ConstructFrom: 
Trying to split cluster 1 (251815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251815 members 
Entering Unmasked Estep 
Score: -22909742.000000 Penalty: 3084.239502
	Iteration 0F: 2 clusters Score -2.290974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126064 members 
Mstep: Class 2 contains 125751 members 
Entering Unmasked Estep 
Score: -22740330.000000 Penalty: 6168.479004
	Iteration 0F: 3 clusters Score -2.274033e+07 nChanged 122047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126927 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -22811992.000000 Penalty: 6168.479004
	Iteration 1F: 3 clusters Score -2.281199e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 124395 members 
Entering Unmasked Estep 
Score: -22812980.000000 Penalty: 6168.479004
	Iteration 2Q: 3 clusters Score -2.281298e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128222 members 
Mstep: Class 2 contains 123593 members 
Entering Unmasked Estep 
Score: -22814118.000000 Penalty: 6168.479004
	Iteration 3Q: 3 clusters Score -2.281412e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -22815652.000000 Penalty: 6168.479004
	Iteration 4Q: 3 clusters Score -2.281565e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131189 members 
Mstep: Class 2 contains 120626 members 
Entering Unmasked Estep 
Score: -22818242.000000 Penalty: 6168.479004
	Iteration 5Q: 3 clusters Score -2.281824e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133637 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -22822646.000000 Penalty: 6168.479004
	Iteration 6Q: 3 clusters Score -2.282265e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136981 members 
Mstep: Class 2 contains 114834 members 
Entering Unmasked Estep 
Score: -22829174.000000 Penalty: 6168.479004
	Iteration 7Q: 3 clusters Score -2.282917e+07 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -22838896.000000 Penalty: 6168.479004
	Iteration 8F: 3 clusters Score -2.28389e+07 nChanged 16284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146185 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -22850706.000000 Penalty: 6168.479004
	Iteration 9F: 3 clusters Score -2.285071e+07 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150729 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -22863044.000000 Penalty: 6168.479004
	Iteration 10F: 3 clusters Score -2.286304e+07 nChanged 15428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154441 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -22873910.000000 Penalty: 6168.479004
	Iteration 11F: 3 clusters Score -2.287391e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 94651 members 
Entering Unmasked Estep 
Score: -22882252.000000 Penalty: 6168.479004
	Iteration 12F: 3 clusters Score -2.288225e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159283 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -22887864.000000 Penalty: 6168.479004
	Iteration 13Q: 3 clusters Score -2.288786e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -22891322.000000 Penalty: 6168.479004
	Iteration 14Q: 3 clusters Score -2.289132e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -22893292.000000 Penalty: 6168.479004
	Iteration 15Q: 3 clusters Score -2.289329e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162743 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
Score: -22894912.000000 Penalty: 6168.479004
	Iteration 16Q: 3 clusters Score -2.289491e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 88246 members 
Entering Unmasked Estep 
Score: -22895718.000000 Penalty: 6168.479004
	Iteration 17Q: 3 clusters Score -2.289572e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164371 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -22896510.000000 Penalty: 6168.479004
	Iteration 18Q: 3 clusters Score -2.289651e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165062 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -22896938.000000 Penalty: 6168.479004
	Iteration 19Q: 3 clusters Score -2.289694e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -22897226.000000 Penalty: 6168.479004
	Iteration 20F: 3 clusters Score -2.289723e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166221 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -22897496.000000 Penalty: 6168.479004
	Iteration 21Q: 3 clusters Score -2.28975e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166733 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -22897666.000000 Penalty: 6168.479004
	Iteration 22Q: 3 clusters Score -2.289767e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -22897762.000000 Penalty: 6168.479004
	Iteration 23Q: 3 clusters Score -2.289776e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167826 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -22897912.000000 Penalty: 6168.479004
	Iteration 24Q: 3 clusters Score -2.289791e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168373 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -22898040.000000 Penalty: 6168.479004
	Iteration 25Q: 3 clusters Score -2.289804e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -22898002.000000 Penalty: 6168.479004
	Iteration 26Q: 3 clusters Score -2.2898e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169502 members 
Mstep: Class 2 contains 82313 members 
Entering Unmasked Estep 
Score: -22898044.000000 Penalty: 6168.479004
	Iteration 27Q: 3 clusters Score -2.289804e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170064 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -22898122.000000 Penalty: 6168.479004
	Iteration 28Q: 3 clusters Score -2.289812e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 81192 members 
Entering Unmasked Estep 
Score: -22898158.000000 Penalty: 6168.479004
	Iteration 29Q: 3 clusters Score -2.289816e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -22898186.000000 Penalty: 6168.479004
	Iteration 30Q: 3 clusters Score -2.289819e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171733 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -22898200.000000 Penalty: 6168.479004
	Iteration 31Q: 3 clusters Score -2.28982e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172301 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -22898280.000000 Penalty: 6168.479004
	Iteration 32Q: 3 clusters Score -2.289828e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172851 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -22898300.000000 Penalty: 6168.479004
	Iteration 33Q: 3 clusters Score -2.28983e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173379 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -22898312.000000 Penalty: 6168.479004
	Iteration 34Q: 3 clusters Score -2.289831e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173874 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -22898348.000000 Penalty: 6168.479004
	Iteration 35Q: 3 clusters Score -2.289835e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174358 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -22898326.000000 Penalty: 6168.479004
	Iteration 36Q: 3 clusters Score -2.289833e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174820 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -22898400.000000 Penalty: 6168.479004
	Iteration 37Q: 3 clusters Score -2.28984e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175301 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -22898496.000000 Penalty: 6168.479004
	Iteration 38Q: 3 clusters Score -2.28985e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -22898524.000000 Penalty: 6168.479004
	Iteration 39Q: 3 clusters Score -2.289852e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176299 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -22898494.000000 Penalty: 6168.479004
	Iteration 40F: 3 clusters Score -2.289849e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176795 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -22898550.000000 Penalty: 6168.479004
	Iteration 41Q: 3 clusters Score -2.289855e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -22898694.000000 Penalty: 6168.479004
	Iteration 42Q: 3 clusters Score -2.289869e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -22898794.000000 Penalty: 6168.479004
	Iteration 43Q: 3 clusters Score -2.289879e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -22898838.000000 Penalty: 6168.479004
	Iteration 44Q: 3 clusters Score -2.289884e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178884 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -22898916.000000 Penalty: 6168.479004
	Iteration 45Q: 3 clusters Score -2.289892e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179423 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -22898898.000000 Penalty: 6168.479004
	Iteration 46Q: 3 clusters Score -2.28989e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179965 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -22898936.000000 Penalty: 6168.479004
	Iteration 47Q: 3 clusters Score -2.289894e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -22898998.000000 Penalty: 6168.479004
	Iteration 48Q: 3 clusters Score -2.2899e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180990 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -22899000.000000 Penalty: 6168.479004
	Iteration 49Q: 3 clusters Score -2.2899e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -22898992.000000 Penalty: 6168.479004
	Iteration 50Q: 3 clusters Score -2.289899e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182082 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -22899084.000000 Penalty: 6168.479004
	Iteration 51Q: 3 clusters Score -2.289908e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182630 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -22899158.000000 Penalty: 6168.479004
	Iteration 52Q: 3 clusters Score -2.289916e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -22899198.000000 Penalty: 6168.479004
	Iteration 53Q: 3 clusters Score -2.28992e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183690 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -22899226.000000 Penalty: 6168.479004
	Iteration 54Q: 3 clusters Score -2.289923e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184195 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -22899188.000000 Penalty: 6168.479004
	Iteration 55Q: 3 clusters Score -2.289919e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -22899188.000000 Penalty: 6168.479004
	Iteration 56Q: 3 clusters Score -2.289919e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -22899258.000000 Penalty: 6168.479004
	Iteration 57Q: 3 clusters Score -2.289926e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185631 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -22899282.000000 Penalty: 6168.479004
	Iteration 58Q: 3 clusters Score -2.289928e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186070 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -22899266.000000 Penalty: 6168.479004
	Iteration 59Q: 3 clusters Score -2.289927e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186540 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -22899312.000000 Penalty: 6168.479004
	Iteration 60F: 3 clusters Score -2.289931e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187043 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -22899386.000000 Penalty: 6168.479004
	Iteration 61Q: 3 clusters Score -2.289939e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187507 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -22899388.000000 Penalty: 6168.479004
	Iteration 62Q: 3 clusters Score -2.289939e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187969 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -22899480.000000 Penalty: 6168.479004
	Iteration 63Q: 3 clusters Score -2.289948e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188408 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -22899478.000000 Penalty: 6168.479004
	Iteration 64Q: 3 clusters Score -2.289948e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188826 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -22899466.000000 Penalty: 6168.479004
	Iteration 65Q: 3 clusters Score -2.289947e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189237 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -22899540.000000 Penalty: 6168.479004
	Iteration 66Q: 3 clusters Score -2.289954e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189675 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -22899526.000000 Penalty: 6168.479004
	Iteration 67Q: 3 clusters Score -2.289953e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190114 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -22899440.000000 Penalty: 6168.479004
	Iteration 68Q: 3 clusters Score -2.289944e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190587 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -22899412.000000 Penalty: 6168.479004
	Iteration 69Q: 3 clusters Score -2.289941e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191081 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -22899386.000000 Penalty: 6168.479004
	Iteration 70Q: 3 clusters Score -2.289939e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191578 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -22899428.000000 Penalty: 6168.479004
	Iteration 71Q: 3 clusters Score -2.289943e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192108 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -22899430.000000 Penalty: 6168.479004
	Iteration 72Q: 3 clusters Score -2.289943e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192656 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -22899558.000000 Penalty: 6168.479004
	Iteration 73Q: 3 clusters Score -2.289956e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193207 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -22899560.000000 Penalty: 6168.479004
	Iteration 74Q: 3 clusters Score -2.289956e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193779 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -22899642.000000 Penalty: 6168.479004
	Iteration 75Q: 3 clusters Score -2.289964e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194330 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -22899670.000000 Penalty: 6168.479004
	Iteration 76Q: 3 clusters Score -2.289967e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194873 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -22899700.000000 Penalty: 6168.479004
	Iteration 77Q: 3 clusters Score -2.28997e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195421 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -22899708.000000 Penalty: 6168.479004
	Iteration 78Q: 3 clusters Score -2.289971e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195991 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -22899798.000000 Penalty: 6168.479004
	Iteration 79Q: 3 clusters Score -2.28998e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196538 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -22899874.000000 Penalty: 6168.479004
	Iteration 80F: 3 clusters Score -2.289987e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197088 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -22899882.000000 Penalty: 6168.479004
	Iteration 81Q: 3 clusters Score -2.289988e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197681 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -22899966.000000 Penalty: 6168.479004
	Iteration 82Q: 3 clusters Score -2.289997e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198241 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -22899978.000000 Penalty: 6168.479004
	Iteration 83Q: 3 clusters Score -2.289998e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198812 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -22899976.000000 Penalty: 6168.479004
	Iteration 84Q: 3 clusters Score -2.289998e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199376 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -22899976.000000 Penalty: 6168.479004
	Iteration 85Q: 3 clusters Score -2.289998e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199913 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -22900058.000000 Penalty: 6168.479004
	Iteration 86Q: 3 clusters Score -2.290006e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200487 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -22900100.000000 Penalty: 6168.479004
	Iteration 87Q: 3 clusters Score -2.29001e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201037 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -22900122.000000 Penalty: 6168.479004
	Iteration 88Q: 3 clusters Score -2.290012e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201577 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -22900214.000000 Penalty: 6168.479004
	Iteration 89Q: 3 clusters Score -2.290021e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202122 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -22900148.000000 Penalty: 6168.479004
	Iteration 90Q: 3 clusters Score -2.290015e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202726 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -22900134.000000 Penalty: 6168.479004
	Iteration 91Q: 3 clusters Score -2.290013e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203233 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -22900158.000000 Penalty: 6168.479004
	Iteration 92Q: 3 clusters Score -2.290016e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203755 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -22900164.000000 Penalty: 6168.479004
	Iteration 93Q: 3 clusters Score -2.290016e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204289 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -22900210.000000 Penalty: 6168.479004
	Iteration 94Q: 3 clusters Score -2.290021e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204823 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -22900278.000000 Penalty: 6168.479004
	Iteration 95Q: 3 clusters Score -2.290028e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205340 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -22900300.000000 Penalty: 6168.479004
	Iteration 96Q: 3 clusters Score -2.29003e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205812 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -22900352.000000 Penalty: 6168.479004
	Iteration 97Q: 3 clusters Score -2.290035e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206287 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -22900406.000000 Penalty: 6168.479004
	Iteration 98Q: 3 clusters Score -2.290041e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206796 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -22900408.000000 Penalty: 6168.479004
	Iteration 99Q: 3 clusters Score -2.290041e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207337 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -22900502.000000 Penalty: 6168.479004
	Iteration 100F: 3 clusters Score -2.29005e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207919 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -22900596.000000 Penalty: 6168.479004
	Iteration 101Q: 3 clusters Score -2.29006e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208505 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -22900656.000000 Penalty: 6168.479004
	Iteration 102Q: 3 clusters Score -2.290066e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209078 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -22900660.000000 Penalty: 6168.479004
	Iteration 103Q: 3 clusters Score -2.290066e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209646 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -22900712.000000 Penalty: 6168.479004
	Iteration 104Q: 3 clusters Score -2.290071e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210252 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -22900728.000000 Penalty: 6168.479004
	Iteration 105Q: 3 clusters Score -2.290073e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210893 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -22900798.000000 Penalty: 6168.479004
	Iteration 106Q: 3 clusters Score -2.29008e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211499 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -22900898.000000 Penalty: 6168.479004
	Iteration 107Q: 3 clusters Score -2.29009e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212094 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -22900904.000000 Penalty: 6168.479004
	Iteration 108Q: 3 clusters Score -2.29009e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212673 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -22900870.000000 Penalty: 6168.479004
	Iteration 109Q: 3 clusters Score -2.290087e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213274 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -22900868.000000 Penalty: 6168.479004
	Iteration 110Q: 3 clusters Score -2.290087e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213862 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -22900870.000000 Penalty: 6168.479004
	Iteration 111Q: 3 clusters Score -2.290087e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214473 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -22900912.000000 Penalty: 6168.479004
	Iteration 112Q: 3 clusters Score -2.290091e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215124 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -22900942.000000 Penalty: 6168.479004
	Iteration 113Q: 3 clusters Score -2.290094e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215776 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -22901052.000000 Penalty: 6168.479004
	Iteration 114Q: 3 clusters Score -2.290105e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216470 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -22901156.000000 Penalty: 6168.479004
	Iteration 115Q: 3 clusters Score -2.290116e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217192 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -22901200.000000 Penalty: 6168.479004
	Iteration 116Q: 3 clusters Score -2.29012e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217911 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -22901254.000000 Penalty: 6168.479004
	Iteration 117Q: 3 clusters Score -2.290125e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218689 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -22901286.000000 Penalty: 6168.479004
	Iteration 118Q: 3 clusters Score -2.290129e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219521 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -22901378.000000 Penalty: 6168.479004
	Iteration 119Q: 3 clusters Score -2.290138e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220342 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -22901436.000000 Penalty: 6168.479004
	Iteration 120F: 3 clusters Score -2.290144e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221186 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -22901544.000000 Penalty: 6168.479004
	Iteration 121Q: 3 clusters Score -2.290154e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222093 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -22901638.000000 Penalty: 6168.479004
	Iteration 122Q: 3 clusters Score -2.290164e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223029 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -22901726.000000 Penalty: 6168.479004
	Iteration 123Q: 3 clusters Score -2.290173e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224000 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -22901876.000000 Penalty: 6168.479004
	Iteration 124Q: 3 clusters Score -2.290188e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224965 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -22901984.000000 Penalty: 6168.479004
	Iteration 125Q: 3 clusters Score -2.290198e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225928 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -22902110.000000 Penalty: 6168.479004
	Iteration 126Q: 3 clusters Score -2.290211e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226926 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -22902326.000000 Penalty: 6168.479004
	Iteration 127Q: 3 clusters Score -2.290233e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227984 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -22902438.000000 Penalty: 6168.479004
	Iteration 128Q: 3 clusters Score -2.290244e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229065 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -22902622.000000 Penalty: 6168.479004
	Iteration 129Q: 3 clusters Score -2.290262e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230142 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -22902890.000000 Penalty: 6168.479004
	Iteration 130Q: 3 clusters Score -2.290289e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231214 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -22903084.000000 Penalty: 6168.479004
	Iteration 131Q: 3 clusters Score -2.290308e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232278 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -22903260.000000 Penalty: 6168.479004
	Iteration 132Q: 3 clusters Score -2.290326e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233373 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -22903516.000000 Penalty: 6168.479004
	Iteration 133Q: 3 clusters Score -2.290352e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234461 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -22903692.000000 Penalty: 6168.479004
	Iteration 134Q: 3 clusters Score -2.290369e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235525 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -22903870.000000 Penalty: 6168.479004
	Iteration 135Q: 3 clusters Score -2.290387e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236506 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -22904094.000000 Penalty: 6168.479004
	Iteration 136Q: 3 clusters Score -2.290409e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237479 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -22904386.000000 Penalty: 6168.479004
	Iteration 137Q: 3 clusters Score -2.290439e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238432 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -22904550.000000 Penalty: 6168.479004
	Iteration 138Q: 3 clusters Score -2.290455e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239351 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -22904792.000000 Penalty: 6168.479004
	Iteration 139Q: 3 clusters Score -2.290479e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240260 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -22904952.000000 Penalty: 6168.479004
	Iteration 140F: 3 clusters Score -2.290495e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241180 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -22905218.000000 Penalty: 6168.479004
	Iteration 141Q: 3 clusters Score -2.290522e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242040 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -22905480.000000 Penalty: 6168.479004
	Iteration 142Q: 3 clusters Score -2.290548e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242865 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -22905700.000000 Penalty: 6168.479004
	Iteration 143Q: 3 clusters Score -2.29057e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243639 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -22905954.000000 Penalty: 6168.479004
	Iteration 144Q: 3 clusters Score -2.290595e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244352 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -22906168.000000 Penalty: 6168.479004
	Iteration 145Q: 3 clusters Score -2.290617e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244980 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -22906324.000000 Penalty: 6168.479004
	Iteration 146Q: 3 clusters Score -2.290632e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245543 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -22906488.000000 Penalty: 6168.479004
	Iteration 147Q: 3 clusters Score -2.290649e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246021 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -22906684.000000 Penalty: 6168.479004
	Iteration 148Q: 3 clusters Score -2.290668e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246428 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -22906826.000000 Penalty: 6168.479004
	Iteration 149Q: 3 clusters Score -2.290683e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246764 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -22907002.000000 Penalty: 6168.479004
	Iteration 150Q: 3 clusters Score -2.2907e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247038 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -22907078.000000 Penalty: 6168.479004
	Iteration 151Q: 3 clusters Score -2.290708e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247264 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -22907126.000000 Penalty: 6168.479004
	Iteration 152Q: 3 clusters Score -2.290713e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247462 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -22907152.000000 Penalty: 6168.479004
	Iteration 153Q: 3 clusters Score -2.290715e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247636 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -22907174.000000 Penalty: 6168.479004
	Iteration 154Q: 3 clusters Score -2.290717e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247795 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -22907226.000000 Penalty: 6168.479004
	Iteration 155Q: 3 clusters Score -2.290723e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247932 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -22907272.000000 Penalty: 6168.479004
	Iteration 156Q: 3 clusters Score -2.290727e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248069 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -22907318.000000 Penalty: 6168.479004
	Iteration 157Q: 3 clusters Score -2.290732e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248193 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -22907362.000000 Penalty: 6168.479004
	Iteration 158Q: 3 clusters Score -2.290736e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248292 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -22907392.000000 Penalty: 6168.479004
	Iteration 159Q: 3 clusters Score -2.290739e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248393 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -22907406.000000 Penalty: 6168.479004
	Iteration 160F: 3 clusters Score -2.290741e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248477 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -22907450.000000 Penalty: 6168.479004
	Iteration 161Q: 3 clusters Score -2.290745e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248537 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -22907504.000000 Penalty: 6168.479004
	Iteration 162Q: 3 clusters Score -2.29075e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248596 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -22907498.000000 Penalty: 6168.479004
	Iteration 163Q: 3 clusters Score -2.29075e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248661 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -22907512.000000 Penalty: 6168.479004
	Iteration 164Q: 3 clusters Score -2.290751e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248715 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -22907538.000000 Penalty: 6168.479004
	Iteration 165Q: 3 clusters Score -2.290754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248760 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -22907534.000000 Penalty: 6168.479004
	Iteration 166Q: 3 clusters Score -2.290753e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248792 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22907554.000000 Penalty: 6168.479004
	Iteration 167Q: 3 clusters Score -2.290755e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248833 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -22907562.000000 Penalty: 6168.479004
	Iteration 168Q: 3 clusters Score -2.290756e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248872 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -22907550.000000 Penalty: 6168.479004
	Iteration 169Q: 3 clusters Score -2.290755e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248896 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22907566.000000 Penalty: 6168.479004
	Iteration 170Q: 3 clusters Score -2.290757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248914 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -22907578.000000 Penalty: 6168.479004
	Iteration 171Q: 3 clusters Score -2.290758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248939 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -22907582.000000 Penalty: 6168.479004
	Iteration 172Q: 3 clusters Score -2.290758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248961 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -22907546.000000 Penalty: 6168.479004
	Iteration 173Q: 3 clusters Score -2.290755e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248992 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22907564.000000 Penalty: 6168.479004
	Iteration 174Q: 3 clusters Score -2.290756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249014 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -22907582.000000 Penalty: 6168.479004
	Iteration 175Q: 3 clusters Score -2.290758e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249039 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -22907574.000000 Penalty: 6168.479004
	Iteration 176Q: 3 clusters Score -2.290757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249072 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -22907572.000000 Penalty: 6168.479004
	Iteration 177Q: 3 clusters Score -2.290757e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249088 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -22907564.000000 Penalty: 6168.479004
	Iteration 178Q: 3 clusters Score -2.290756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249093 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -22907580.000000 Penalty: 6168.479004
	Iteration 179Q: 3 clusters Score -2.290758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249096 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -22907574.000000 Penalty: 6168.479004
	Iteration 180F: 3 clusters Score -2.290757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249103 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -22907560.000000 Penalty: 6168.479004
	Iteration 181Q: 3 clusters Score -2.290756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249111 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -22907572.000000 Penalty: 6168.479004
	Iteration 182Q: 3 clusters Score -2.290757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249118 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -22907568.000000 Penalty: 6168.479004
	Iteration 183Q: 3 clusters Score -2.290757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249121 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -22907566.000000 Penalty: 6168.479004
	Iteration 184Q: 3 clusters Score -2.290757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249123 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22907580.000000 Penalty: 6168.479004
	Iteration 185Q: 3 clusters Score -2.290758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249125 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -22907576.000000 Penalty: 6168.479004
	Iteration 186Q: 3 clusters Score -2.290758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249128 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22907564.000000 Penalty: 6168.479004
	Iteration 187Q: 3 clusters Score -2.290756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249135 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -22907548.000000 Penalty: 6168.479004
	Iteration 188Q: 3 clusters Score -2.290755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249139 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22907548.000000 Penalty: 6168.479004
	Iteration 189Q: 3 clusters Score -2.290755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249143 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22907560.000000 Penalty: 6168.479004
	Iteration 190Q: 3 clusters Score -2.290756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249148 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -22907560.000000 Penalty: 6168.479004
	Iteration 191Q: 3 clusters Score -2.290756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249150 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22907576.000000 Penalty: 6168.479004
	Iteration 192Q: 3 clusters Score -2.290758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249152 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -22907568.000000 Penalty: 6168.479004
	Iteration 193Q: 3 clusters Score -2.290757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249153 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -22907578.000000 Penalty: 6168.479004
	Iteration 194Q: 3 clusters Score -2.290758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249157 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -22907566.000000 Penalty: 6168.479004
	Iteration 195Q: 3 clusters Score -2.290757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249156 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -22907572.000000 Penalty: 6168.479004
	Iteration 196Q: 3 clusters Score -2.290757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249155 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22907570.000000 Penalty: 6168.479004
	Iteration 197Q: 3 clusters Score -2.290757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249156 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -22907580.000000 Penalty: 6168.479004
	Iteration 198Q: 3 clusters Score -2.290758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249156 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -22907580.000000 Penalty: 6168.479004
	Iteration 199F: 3 clusters Score -2.290758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -166586.406250 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -166586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -164117.125000 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -164117.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -165823.171875 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -165823.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -167140.703125 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -167140.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -168290.984375 Penalty: 3821.139648
	Iteration 3F: 3 clusters Score -168291 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -169077.546875 Penalty: 3821.139648
	Iteration 4F: 3 clusters Score -169077.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -170419.859375 Penalty: 3821.139648
	Iteration 5F: 3 clusters Score -170419.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -173393.015625 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -173393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -173772.640625 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -173772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -173777.703125 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -173777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -173778.703125 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -173778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -173778.703125 Penalty: 3821.139648
	Iteration 10F: 3 clusters Score -173778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 251815 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 20409 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 166387 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 438734 members 
Mstep: Class 18 contains 22653 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 39101 members 
Mstep: Class 21 contains 8050 members 
Entering Unmasked Estep 
Score: -93567752.000000 Penalty: 61898.406250
Splitting cluster 2 changes total score from -93561264.000000 to -93567752.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (14537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Entering Unmasked Estep 
Score: -1258793.750000 Penalty: 2376.944336
	Iteration 0F: 2 clusters Score -1258794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1248207.500000 Penalty: 4753.888672
	Iteration 0F: 3 clusters Score -1248208 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1251466.750000 Penalty: 4753.888672
	Iteration 1F: 3 clusters Score -1251467 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1251858.375000 Penalty: 4753.888672
	Iteration 2F: 3 clusters Score -1251858 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1252193.125000 Penalty: 4753.888672
	Iteration 3F: 3 clusters Score -1252193 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1252540.375000 Penalty: 4753.888672
	Iteration 4Q: 3 clusters Score -1252540 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1252943.250000 Penalty: 4753.888672
	Iteration 5Q: 3 clusters Score -1252943 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1253505.375000 Penalty: 4753.888672
	Iteration 6F: 3 clusters Score -1253505 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1254328.500000 Penalty: 4753.888672
	Iteration 7F: 3 clusters Score -1254328 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1255366.750000 Penalty: 4753.888672
	Iteration 8F: 3 clusters Score -1255367 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1256387.625000 Penalty: 4753.888672
	Iteration 9F: 3 clusters Score -1256388 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1257157.375000 Penalty: 4753.888672
	Iteration 10F: 3 clusters Score -1257157 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1257599.375000 Penalty: 4753.888672
	Iteration 11Q: 3 clusters Score -1257599 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1257815.625000 Penalty: 4753.888672
	Iteration 12Q: 3 clusters Score -1257816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1257899.500000 Penalty: 4753.888672
	Iteration 13Q: 3 clusters Score -1257900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1257936.500000 Penalty: 4753.888672
	Iteration 14Q: 3 clusters Score -1257936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1257972.750000 Penalty: 4753.888672
	Iteration 15Q: 3 clusters Score -1257973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1258002.000000 Penalty: 4753.888672
	Iteration 16Q: 3 clusters Score -1258002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1258022.500000 Penalty: 4753.888672
	Iteration 17Q: 3 clusters Score -1258022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1258037.625000 Penalty: 4753.888672
	Iteration 18Q: 3 clusters Score -1258038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1258042.500000 Penalty: 4753.888672
	Iteration 19Q: 3 clusters Score -1258042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1258051.625000 Penalty: 4753.888672
	Iteration 20F: 3 clusters Score -1258052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1258057.125000 Penalty: 4753.888672
	Iteration 21Q: 3 clusters Score -1258057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1258059.125000 Penalty: 4753.888672
	Iteration 22Q: 3 clusters Score -1258059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1258061.375000 Penalty: 4753.888672
	Iteration 23Q: 3 clusters Score -1258061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1258063.000000 Penalty: 4753.888672
	Iteration 24Q: 3 clusters Score -1258063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1258062.500000 Penalty: 4753.888672
	Iteration 25Q: 3 clusters Score -1258062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1258059.000000 Penalty: 4753.888672
	Iteration 26Q: 3 clusters Score -1258059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1258059.875000 Penalty: 4753.888672
	Iteration 27Q: 3 clusters Score -1258060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1258056.500000 Penalty: 4753.888672
	Iteration 28Q: 3 clusters Score -1258056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1258056.500000 Penalty: 4753.888672
	Iteration 29F: 3 clusters Score -1258056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Entering Unmasked Estep 
Score: -1844955.500000 Penalty: 2461.085205
	Iteration 0F: 2 clusters Score -1844956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1830640.375000 Penalty: 4922.170410
	Iteration 0F: 3 clusters Score -1830640 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1835588.125000 Penalty: 4922.170410
	Iteration 1F: 3 clusters Score -1835588 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1836773.125000 Penalty: 4922.170410
	Iteration 2F: 3 clusters Score -1836773 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1839171.250000 Penalty: 4922.170410
	Iteration 3F: 3 clusters Score -1839171 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1842433.250000 Penalty: 4922.170410
	Iteration 4F: 3 clusters Score -1842433 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1845062.625000 Penalty: 4922.170410
	Iteration 5F: 3 clusters Score -1845063 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1846906.875000 Penalty: 4922.170410
	Iteration 6F: 3 clusters Score -1846907 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1847976.250000 Penalty: 4922.170410
	Iteration 7Q: 3 clusters Score -1847976 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1848518.625000 Penalty: 4922.170410
	Iteration 8Q: 3 clusters Score -1848519 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1848699.250000 Penalty: 4922.170410
	Iteration 9Q: 3 clusters Score -1848699 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1848765.875000 Penalty: 4922.170410
	Iteration 10Q: 3 clusters Score -1848766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1848776.625000 Penalty: 4922.170410
	Iteration 11Q: 3 clusters Score -1848777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1848781.500000 Penalty: 4922.170410
	Iteration 12Q: 3 clusters Score -1848782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1848778.875000 Penalty: 4922.170410
	Iteration 13Q: 3 clusters Score -1848779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1848785.000000 Penalty: 4922.170410
	Iteration 14Q: 3 clusters Score -1848785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1848787.750000 Penalty: 4922.170410
	Iteration 15Q: 3 clusters Score -1848788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1848786.875000 Penalty: 4922.170410
	Iteration 16Q: 3 clusters Score -1848787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1848786.875000 Penalty: 4922.170410
	Iteration 17F: 3 clusters Score -1848787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 251815 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 166387 members 
Mstep: Class 9 contains 18322 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 438734 members 
Mstep: Class 18 contains 22653 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 39101 members 
Mstep: Class 21 contains 8050 members 
Entering Unmasked Estep 
Score: -93570472.000000 Penalty: 65337.207031
Splitting cluster 5 changes total score from -93561264.000000 to -93570472.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -427359.937500 Penalty: 2154.192627
	Iteration 0F: 2 clusters Score -427359.9 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 3002 members 
Entering Unmasked Estep 
Score: -422786.312500 Penalty: 4308.385254
	Iteration 0F: 3 clusters Score -422786.3 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -430839.281250 Penalty: 4308.385254
	Iteration 1F: 3 clusters Score -430839.3 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -436259.093750 Penalty: 4308.385254
	Iteration 2F: 3 clusters Score -436259.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -438030.250000 Penalty: 4308.385254
	Iteration 3F: 3 clusters Score -438030.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -439442.312500 Penalty: 4308.385254
	Iteration 4Q: 3 clusters Score -439442.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -441449.812500 Penalty: 4308.385254
	Iteration 5F: 3 clusters Score -441449.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -444246.812500 Penalty: 4308.385254
	Iteration 6F: 3 clusters Score -444246.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -447335.093750 Penalty: 4308.385254
	Iteration 7F: 3 clusters Score -447335.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -448865.125000 Penalty: 4308.385254
	Iteration 8Q: 3 clusters Score -448865.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -451551.906250 Penalty: 4308.385254
	Iteration 9Q: 3 clusters Score -451551.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -452150.750000 Penalty: 4308.385254
	Iteration 10Q: 3 clusters Score -452150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -452374.875000 Penalty: 4308.385254
	Iteration 11Q: 3 clusters Score -452374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -452380.375000 Penalty: 4308.385254
	Iteration 12Q: 3 clusters Score -452380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -452380.875000 Penalty: 4308.385254
	Iteration 13Q: 3 clusters Score -452380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -452384.000000 Penalty: 4308.385254
	Iteration 14Q: 3 clusters Score -452384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -452386.375000 Penalty: 4308.385254
	Iteration 15Q: 3 clusters Score -452386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -452388.625000 Penalty: 4308.385254
	Iteration 16Q: 3 clusters Score -452388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -452412.312500 Penalty: 4308.385254
	Iteration 17F: 3 clusters Score -452412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -452440.093750 Penalty: 4308.385254
	Iteration 18Q: 3 clusters Score -452440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -452444.781250 Penalty: 4308.385254
	Iteration 19Q: 3 clusters Score -452444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -452444.781250 Penalty: 4308.385254
	Iteration 20F: 3 clusters Score -452444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 251815 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 166387 members 
Mstep: Class 9 contains 18322 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 438734 members 
Mstep: Class 18 contains 22653 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 39101 members 
Mstep: Class 21 contains 8050 members 
Entering Unmasked Estep 
Score: -93594320.000000 Penalty: 68776.007812
Splitting cluster 6 changes total score from -93561264.000000 to -93594320.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (13034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Entering Unmasked Estep 
Score: -1152324.625000 Penalty: 2349.878662
	Iteration 0F: 2 clusters Score -1152325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1142679.750000 Penalty: 4699.757324
	Iteration 0F: 3 clusters Score -1142680 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1146048.625000 Penalty: 4699.757324
	Iteration 1F: 3 clusters Score -1146049 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1146867.125000 Penalty: 4699.757324
	Iteration 2F: 3 clusters Score -1146867 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1147712.125000 Penalty: 4699.757324
	Iteration 3F: 3 clusters Score -1147712 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1148771.625000 Penalty: 4699.757324
	Iteration 4F: 3 clusters Score -1148772 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1149839.750000 Penalty: 4699.757324
	Iteration 5F: 3 clusters Score -1149840 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1150591.000000 Penalty: 4699.757324
	Iteration 6F: 3 clusters Score -1150591 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1151034.375000 Penalty: 4699.757324
	Iteration 7Q: 3 clusters Score -1151034 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1151269.750000 Penalty: 4699.757324
	Iteration 8Q: 3 clusters Score -1151270 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1151385.875000 Penalty: 4699.757324
	Iteration 9Q: 3 clusters Score -1151386 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1151460.250000 Penalty: 4699.757324
	Iteration 10Q: 3 clusters Score -1151460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1151502.125000 Penalty: 4699.757324
	Iteration 11Q: 3 clusters Score -1151502 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1151539.125000 Penalty: 4699.757324
	Iteration 12Q: 3 clusters Score -1151539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1151576.000000 Penalty: 4699.757324
	Iteration 13Q: 3 clusters Score -1151576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1151605.750000 Penalty: 4699.757324
	Iteration 14Q: 3 clusters Score -1151606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1151629.375000 Penalty: 4699.757324
	Iteration 15Q: 3 clusters Score -1151629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1151651.625000 Penalty: 4699.757324
	Iteration 16Q: 3 clusters Score -1151652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1151671.000000 Penalty: 4699.757324
	Iteration 17Q: 3 clusters Score -1151671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1151698.250000 Penalty: 4699.757324
	Iteration 18Q: 3 clusters Score -1151698 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1151728.375000 Penalty: 4699.757324
	Iteration 19Q: 3 clusters Score -1151728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1151764.250000 Penalty: 4699.757324
	Iteration 20F: 3 clusters Score -1151764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1151804.375000 Penalty: 4699.757324
	Iteration 21Q: 3 clusters Score -1151804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1151838.125000 Penalty: 4699.757324
	Iteration 22Q: 3 clusters Score -1151838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1151877.875000 Penalty: 4699.757324
	Iteration 23Q: 3 clusters Score -1151878 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1151915.875000 Penalty: 4699.757324
	Iteration 24Q: 3 clusters Score -1151916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1151951.625000 Penalty: 4699.757324
	Iteration 25Q: 3 clusters Score -1151952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1151994.875000 Penalty: 4699.757324
	Iteration 26Q: 3 clusters Score -1151995 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1152041.125000 Penalty: 4699.757324
	Iteration 27Q: 3 clusters Score -1152041 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1152084.500000 Penalty: 4699.757324
	Iteration 28Q: 3 clusters Score -1152084 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1152132.625000 Penalty: 4699.757324
	Iteration 29Q: 3 clusters Score -1152133 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1152170.250000 Penalty: 4699.757324
	Iteration 30Q: 3 clusters Score -1152170 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1152211.500000 Penalty: 4699.757324
	Iteration 31Q: 3 clusters Score -1152212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1152248.875000 Penalty: 4699.757324
	Iteration 32Q: 3 clusters Score -1152249 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1152298.500000 Penalty: 4699.757324
	Iteration 33Q: 3 clusters Score -1152298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1152342.250000 Penalty: 4699.757324
	Iteration 34Q: 3 clusters Score -1152342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1152379.375000 Penalty: 4699.757324
	Iteration 35Q: 3 clusters Score -1152379 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1152410.000000 Penalty: 4699.757324
	Iteration 36Q: 3 clusters Score -1152410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1152437.000000 Penalty: 4699.757324
	Iteration 37Q: 3 clusters Score -1152437 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1152473.750000 Penalty: 4699.757324
	Iteration 38Q: 3 clusters Score -1152474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1152495.500000 Penalty: 4699.757324
	Iteration 39Q: 3 clusters Score -1152496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1152518.125000 Penalty: 4699.757324
	Iteration 40F: 3 clusters Score -1152518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1152533.125000 Penalty: 4699.757324
	Iteration 41Q: 3 clusters Score -1152533 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1152548.875000 Penalty: 4699.757324
	Iteration 42Q: 3 clusters Score -1152549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1152561.250000 Penalty: 4699.757324
	Iteration 43Q: 3 clusters Score -1152561 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1152576.375000 Penalty: 4699.757324
	Iteration 44Q: 3 clusters Score -1152576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1152588.750000 Penalty: 4699.757324
	Iteration 45Q: 3 clusters Score -1152589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1152601.500000 Penalty: 4699.757324
	Iteration 46Q: 3 clusters Score -1152602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1152615.875000 Penalty: 4699.757324
	Iteration 47Q: 3 clusters Score -1152616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1152624.375000 Penalty: 4699.757324
	Iteration 48Q: 3 clusters Score -1152624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1152640.875000 Penalty: 4699.757324
	Iteration 49Q: 3 clusters Score -1152641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1152656.750000 Penalty: 4699.757324
	Iteration 50Q: 3 clusters Score -1152657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1152667.625000 Penalty: 4699.757324
	Iteration 51Q: 3 clusters Score -1152668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1152676.250000 Penalty: 4699.757324
	Iteration 52Q: 3 clusters Score -1152676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1152686.000000 Penalty: 4699.757324
	Iteration 53Q: 3 clusters Score -1152686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1152694.000000 Penalty: 4699.757324
	Iteration 54Q: 3 clusters Score -1152694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1152699.500000 Penalty: 4699.757324
	Iteration 55Q: 3 clusters Score -1152700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1152705.625000 Penalty: 4699.757324
	Iteration 56Q: 3 clusters Score -1152706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1152709.250000 Penalty: 4699.757324
	Iteration 57Q: 3 clusters Score -1152709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1152718.000000 Penalty: 4699.757324
	Iteration 58Q: 3 clusters Score -1152718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1152720.000000 Penalty: 4699.757324
	Iteration 59Q: 3 clusters Score -1152720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1152726.875000 Penalty: 4699.757324
	Iteration 60F: 3 clusters Score -1152727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1152734.250000 Penalty: 4699.757324
	Iteration 61Q: 3 clusters Score -1152734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1152740.625000 Penalty: 4699.757324
	Iteration 62Q: 3 clusters Score -1152741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1152746.500000 Penalty: 4699.757324
	Iteration 63Q: 3 clusters Score -1152746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1152749.625000 Penalty: 4699.757324
	Iteration 64Q: 3 clusters Score -1152750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1152757.250000 Penalty: 4699.757324
	Iteration 65Q: 3 clusters Score -1152757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1152760.125000 Penalty: 4699.757324
	Iteration 66Q: 3 clusters Score -1152760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1152762.750000 Penalty: 4699.757324
	Iteration 67Q: 3 clusters Score -1152763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1152765.500000 Penalty: 4699.757324
	Iteration 68Q: 3 clusters Score -1152766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1152765.000000 Penalty: 4699.757324
	Iteration 69Q: 3 clusters Score -1152765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1152772.500000 Penalty: 4699.757324
	Iteration 70Q: 3 clusters Score -1152772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1152775.750000 Penalty: 4699.757324
	Iteration 71Q: 3 clusters Score -1152776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1152773.875000 Penalty: 4699.757324
	Iteration 72Q: 3 clusters Score -1152774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1152774.625000 Penalty: 4699.757324
	Iteration 73Q: 3 clusters Score -1152775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1152778.250000 Penalty: 4699.757324
	Iteration 74Q: 3 clusters Score -1152778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1152779.500000 Penalty: 4699.757324
	Iteration 75Q: 3 clusters Score -1152780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1152780.500000 Penalty: 4699.757324
	Iteration 76Q: 3 clusters Score -1152780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1152782.250000 Penalty: 4699.757324
	Iteration 77Q: 3 clusters Score -1152782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1152781.625000 Penalty: 4699.757324
	Iteration 78Q: 3 clusters Score -1152782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1152785.500000 Penalty: 4699.757324
	Iteration 79Q: 3 clusters Score -1152786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1152792.000000 Penalty: 4699.757324
	Iteration 80F: 3 clusters Score -1152792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1152791.000000 Penalty: 4699.757324
	Iteration 81Q: 3 clusters Score -1152791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1152794.375000 Penalty: 4699.757324
	Iteration 82Q: 3 clusters Score -1152794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1152795.750000 Penalty: 4699.757324
	Iteration 83Q: 3 clusters Score -1152796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1152799.500000 Penalty: 4699.757324
	Iteration 84Q: 3 clusters Score -1152800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1152800.250000 Penalty: 4699.757324
	Iteration 85Q: 3 clusters Score -1152800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1152800.750000 Penalty: 4699.757324
	Iteration 86Q: 3 clusters Score -1152801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1152801.875000 Penalty: 4699.757324
	Iteration 87Q: 3 clusters Score -1152802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1152807.250000 Penalty: 4699.757324
	Iteration 88Q: 3 clusters Score -1152807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1152808.875000 Penalty: 4699.757324
	Iteration 89Q: 3 clusters Score -1152809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1152809.500000 Penalty: 4699.757324
	Iteration 90Q: 3 clusters Score -1152810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1152813.750000 Penalty: 4699.757324
	Iteration 91Q: 3 clusters Score -1152814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1152814.625000 Penalty: 4699.757324
	Iteration 92Q: 3 clusters Score -1152815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1152814.750000 Penalty: 4699.757324
	Iteration 93Q: 3 clusters Score -1152815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1152815.750000 Penalty: 4699.757324
	Iteration 94Q: 3 clusters Score -1152816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1152816.250000 Penalty: 4699.757324
	Iteration 95Q: 3 clusters Score -1152816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1152818.000000 Penalty: 4699.757324
	Iteration 96Q: 3 clusters Score -1152818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1152818.500000 Penalty: 4699.757324
	Iteration 97Q: 3 clusters Score -1152818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1152816.875000 Penalty: 4699.757324
	Iteration 98Q: 3 clusters Score -1152817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1152817.500000 Penalty: 4699.757324
	Iteration 99Q: 3 clusters Score -1152818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1152817.000000 Penalty: 4699.757324
	Iteration 100F: 3 clusters Score -1152817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 251815 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 7539 members 
Mstep: Class 8 contains 166387 members 
Mstep: Class 9 contains 18322 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 5495 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 438734 members 
Mstep: Class 18 contains 22653 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 39101 members 
Mstep: Class 21 contains 8050 members 
Entering Unmasked Estep 
Score: -93593832.000000 Penalty: 72214.812500
Splitting cluster 7 changes total score from -93561264.000000 to -93593832.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (166387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166387 members 
Entering Unmasked Estep 
Score: -14891299.000000 Penalty: 2981.473877
	Iteration 0F: 2 clusters Score -1.48913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -14779618.000000 Penalty: 5962.947754
	Iteration 0F: 3 clusters Score -1.477962e+07 nChanged 79528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -14826422.000000 Penalty: 5962.947754
	Iteration 1F: 3 clusters Score -1.482642e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -14828384.000000 Penalty: 5962.947754
	Iteration 2Q: 3 clusters Score -1.482838e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -14831266.000000 Penalty: 5962.947754
	Iteration 3Q: 3 clusters Score -1.483127e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -14836260.000000 Penalty: 5962.947754
	Iteration 4F: 3 clusters Score -1.483626e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -14844301.000000 Penalty: 5962.947754
	Iteration 5F: 3 clusters Score -1.48443e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 130518 members 
Entering Unmasked Estep 
Score: -14855813.000000 Penalty: 5962.947754
	Iteration 6F: 3 clusters Score -1.485581e+07 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 143906 members 
Entering Unmasked Estep 
Score: -14868469.000000 Penalty: 5962.947754
	Iteration 7F: 3 clusters Score -1.486847e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 154552 members 
Entering Unmasked Estep 
Score: -14878768.000000 Penalty: 5962.947754
	Iteration 8F: 3 clusters Score -1.487877e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -14884682.000000 Penalty: 5962.947754
	Iteration 9Q: 3 clusters Score -1.488468e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 163899 members 
Entering Unmasked Estep 
Score: -14887220.000000 Penalty: 5962.947754
	Iteration 10Q: 3 clusters Score -1.488722e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -14888229.000000 Penalty: 5962.947754
	Iteration 11Q: 3 clusters Score -1.488823e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 165569 members 
Entering Unmasked Estep 
Score: -14888587.000000 Penalty: 5962.947754
	Iteration 12Q: 3 clusters Score -1.488859e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -14888748.000000 Penalty: 5962.947754
	Iteration 13Q: 3 clusters Score -1.488875e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -14888794.000000 Penalty: 5962.947754
	Iteration 14Q: 3 clusters Score -1.488879e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 165869 members 
Entering Unmasked Estep 
Score: -14888853.000000 Penalty: 5962.947754
	Iteration 15Q: 3 clusters Score -1.488885e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 165889 members 
Entering Unmasked Estep 
Score: -14888835.000000 Penalty: 5962.947754
	Iteration 16Q: 3 clusters Score -1.488884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 165903 members 
Entering Unmasked Estep 
Score: -14888874.000000 Penalty: 5962.947754
	Iteration 17Q: 3 clusters Score -1.488887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -14888893.000000 Penalty: 5962.947754
	Iteration 18Q: 3 clusters Score -1.488889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 165913 members 
Entering Unmasked Estep 
Score: -14888888.000000 Penalty: 5962.947754
	Iteration 19Q: 3 clusters Score -1.488889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 165921 members 
Entering Unmasked Estep 
Score: -14888902.000000 Penalty: 5962.947754
	Iteration 20F: 3 clusters Score -1.48889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -14888902.000000 Penalty: 5962.947754
	Iteration 21Q: 3 clusters Score -1.48889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -14888917.000000 Penalty: 5962.947754
	Iteration 22Q: 3 clusters Score -1.488892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -14888906.000000 Penalty: 5962.947754
	Iteration 23Q: 3 clusters Score -1.488891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 165921 members 
Entering Unmasked Estep 
Score: -14888902.000000 Penalty: 5962.947754
	Iteration 24Q: 3 clusters Score -1.48889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 165920 members 
Entering Unmasked Estep 
Score: -14888910.000000 Penalty: 5962.947754
	Iteration 25Q: 3 clusters Score -1.488891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 165920 members 
Entering Unmasked Estep 
Score: -14888910.000000 Penalty: 5962.947754
	Iteration 26F: 3 clusters Score -1.488891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Entering Unmasked Estep 
Score: -808668.000000 Penalty: 2271.756836
	Iteration 0F: 2 clusters Score -808668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -801313.687500 Penalty: 4543.513672
	Iteration 0F: 3 clusters Score -801313.7 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -803412.750000 Penalty: 4543.513672
	Iteration 1F: 3 clusters Score -803412.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -803757.375000 Penalty: 4543.513672
	Iteration 2F: 3 clusters Score -803757.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -804035.375000 Penalty: 4543.513672
	Iteration 3F: 3 clusters Score -804035.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -804326.937500 Penalty: 4543.513672
	Iteration 4F: 3 clusters Score -804326.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -804583.937500 Penalty: 4543.513672
	Iteration 5F: 3 clusters Score -804583.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -804838.750000 Penalty: 4543.513672
	Iteration 6Q: 3 clusters Score -804838.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -805117.687500 Penalty: 4543.513672
	Iteration 7Q: 3 clusters Score -805117.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -805395.500000 Penalty: 4543.513672
	Iteration 8Q: 3 clusters Score -805395.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -805710.687500 Penalty: 4543.513672
	Iteration 9Q: 3 clusters Score -805710.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -806078.625000 Penalty: 4543.513672
	Iteration 10Q: 3 clusters Score -806078.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -806460.062500 Penalty: 4543.513672
	Iteration 11Q: 3 clusters Score -806460.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -806816.125000 Penalty: 4543.513672
	Iteration 12Q: 3 clusters Score -806816.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -807103.187500 Penalty: 4543.513672
	Iteration 13Q: 3 clusters Score -807103.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -807326.625000 Penalty: 4543.513672
	Iteration 14Q: 3 clusters Score -807326.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -807539.062500 Penalty: 4543.513672
	Iteration 15Q: 3 clusters Score -807539.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -807682.687500 Penalty: 4543.513672
	Iteration 16Q: 3 clusters Score -807682.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -807786.687500 Penalty: 4543.513672
	Iteration 17Q: 3 clusters Score -807786.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -807865.437500 Penalty: 4543.513672
	Iteration 18Q: 3 clusters Score -807865.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -807903.500000 Penalty: 4543.513672
	Iteration 19Q: 3 clusters Score -807903.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -807941.687500 Penalty: 4543.513672
	Iteration 20F: 3 clusters Score -807941.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -807957.062500 Penalty: 4543.513672
	Iteration 21Q: 3 clusters Score -807957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -807962.750000 Penalty: 4543.513672
	Iteration 22Q: 3 clusters Score -807962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -807968.375000 Penalty: 4543.513672
	Iteration 23Q: 3 clusters Score -807968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -807971.937500 Penalty: 4543.513672
	Iteration 24Q: 3 clusters Score -807971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -807972.312500 Penalty: 4543.513672
	Iteration 25Q: 3 clusters Score -807972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -807972.500000 Penalty: 4543.513672
	Iteration 26Q: 3 clusters Score -807972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -807973.125000 Penalty: 4543.513672
	Iteration 27Q: 3 clusters Score -807973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -807972.687500 Penalty: 4543.513672
	Iteration 28Q: 3 clusters Score -807972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -807972.687500 Penalty: 4543.513672
	Iteration 29F: 3 clusters Score -807972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Entering Unmasked Estep 
Score: -537934.562500 Penalty: 2125.024414
	Iteration 0F: 2 clusters Score -537934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -533265.312500 Penalty: 4250.048828
	Iteration 0F: 3 clusters Score -533265.3 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -534347.187500 Penalty: 4250.048828
	Iteration 1F: 3 clusters Score -534347.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -534548.000000 Penalty: 4250.048828
	Iteration 2F: 3 clusters Score -534548 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -534658.687500 Penalty: 4250.048828
	Iteration 3Q: 3 clusters Score -534658.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -534741.500000 Penalty: 4250.048828
	Iteration 4Q: 3 clusters Score -534741.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -534801.312500 Penalty: 4250.048828
	Iteration 5Q: 3 clusters Score -534801.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -534834.687500 Penalty: 4250.048828
	Iteration 6Q: 3 clusters Score -534834.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -534861.000000 Penalty: 4250.048828
	Iteration 7Q: 3 clusters Score -534861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -534879.062500 Penalty: 4250.048828
	Iteration 8Q: 3 clusters Score -534879.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -534896.187500 Penalty: 4250.048828
	Iteration 9Q: 3 clusters Score -534896.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -534909.250000 Penalty: 4250.048828
	Iteration 10Q: 3 clusters Score -534909.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -534919.687500 Penalty: 4250.048828
	Iteration 11Q: 3 clusters Score -534919.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -534927.437500 Penalty: 4250.048828
	Iteration 12Q: 3 clusters Score -534927.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -534935.250000 Penalty: 4250.048828
	Iteration 13Q: 3 clusters Score -534935.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -534941.625000 Penalty: 4250.048828
	Iteration 14Q: 3 clusters Score -534941.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -534951.625000 Penalty: 4250.048828
	Iteration 15Q: 3 clusters Score -534951.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -534961.812500 Penalty: 4250.048828
	Iteration 16Q: 3 clusters Score -534961.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -534973.250000 Penalty: 4250.048828
	Iteration 17Q: 3 clusters Score -534973.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -534984.500000 Penalty: 4250.048828
	Iteration 18Q: 3 clusters Score -534984.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -534995.000000 Penalty: 4250.048828
	Iteration 19Q: 3 clusters Score -534995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -535003.312500 Penalty: 4250.048828
	Iteration 20F: 3 clusters Score -535003.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -535009.187500 Penalty: 4250.048828
	Iteration 21Q: 3 clusters Score -535009.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -535019.437500 Penalty: 4250.048828
	Iteration 22Q: 3 clusters Score -535019.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -535030.125000 Penalty: 4250.048828
	Iteration 23Q: 3 clusters Score -535030.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -535037.750000 Penalty: 4250.048828
	Iteration 24Q: 3 clusters Score -535037.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -535042.625000 Penalty: 4250.048828
	Iteration 25Q: 3 clusters Score -535042.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -535047.250000 Penalty: 4250.048828
	Iteration 26Q: 3 clusters Score -535047.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -535050.187500 Penalty: 4250.048828
	Iteration 27Q: 3 clusters Score -535050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -535053.250000 Penalty: 4250.048828
	Iteration 28Q: 3 clusters Score -535053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -535056.000000 Penalty: 4250.048828
	Iteration 29Q: 3 clusters Score -535056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -535059.187500 Penalty: 4250.048828
	Iteration 30Q: 3 clusters Score -535059.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -535062.312500 Penalty: 4250.048828
	Iteration 31Q: 3 clusters Score -535062.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -535066.000000 Penalty: 4250.048828
	Iteration 32Q: 3 clusters Score -535066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -535067.062500 Penalty: 4250.048828
	Iteration 33Q: 3 clusters Score -535067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -535068.500000 Penalty: 4250.048828
	Iteration 34Q: 3 clusters Score -535068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -535069.437500 Penalty: 4250.048828
	Iteration 35Q: 3 clusters Score -535069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -535070.562500 Penalty: 4250.048828
	Iteration 36Q: 3 clusters Score -535070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -535072.687500 Penalty: 4250.048828
	Iteration 37Q: 3 clusters Score -535072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -535073.375000 Penalty: 4250.048828
	Iteration 38Q: 3 clusters Score -535073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -535075.687500 Penalty: 4250.048828
	Iteration 39Q: 3 clusters Score -535075.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -535077.687500 Penalty: 4250.048828
	Iteration 40F: 3 clusters Score -535077.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -535081.187500 Penalty: 4250.048828
	Iteration 41Q: 3 clusters Score -535081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -535081.875000 Penalty: 4250.048828
	Iteration 42Q: 3 clusters Score -535081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -535085.250000 Penalty: 4250.048828
	Iteration 43Q: 3 clusters Score -535085.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -535086.875000 Penalty: 4250.048828
	Iteration 44Q: 3 clusters Score -535086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -535088.375000 Penalty: 4250.048828
	Iteration 45Q: 3 clusters Score -535088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -535090.125000 Penalty: 4250.048828
	Iteration 46Q: 3 clusters Score -535090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -535092.500000 Penalty: 4250.048828
	Iteration 47Q: 3 clusters Score -535092.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -535096.062500 Penalty: 4250.048828
	Iteration 48Q: 3 clusters Score -535096.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -535100.500000 Penalty: 4250.048828
	Iteration 49Q: 3 clusters Score -535100.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -535104.750000 Penalty: 4250.048828
	Iteration 50Q: 3 clusters Score -535104.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -535110.812500 Penalty: 4250.048828
	Iteration 51Q: 3 clusters Score -535110.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -535117.500000 Penalty: 4250.048828
	Iteration 52Q: 3 clusters Score -535117.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -535124.000000 Penalty: 4250.048828
	Iteration 53Q: 3 clusters Score -535124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -535130.187500 Penalty: 4250.048828
	Iteration 54Q: 3 clusters Score -535130.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -535139.062500 Penalty: 4250.048828
	Iteration 55Q: 3 clusters Score -535139.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -535147.812500 Penalty: 4250.048828
	Iteration 56Q: 3 clusters Score -535147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -535156.250000 Penalty: 4250.048828
	Iteration 57Q: 3 clusters Score -535156.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -535168.625000 Penalty: 4250.048828
	Iteration 58Q: 3 clusters Score -535168.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -535185.062500 Penalty: 4250.048828
	Iteration 59Q: 3 clusters Score -535185.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -535202.125000 Penalty: 4250.048828
	Iteration 60F: 3 clusters Score -535202.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -535220.625000 Penalty: 4250.048828
	Iteration 61Q: 3 clusters Score -535220.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -535241.562500 Penalty: 4250.048828
	Iteration 62Q: 3 clusters Score -535241.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -535256.375000 Penalty: 4250.048828
	Iteration 63Q: 3 clusters Score -535256.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -535272.500000 Penalty: 4250.048828
	Iteration 64Q: 3 clusters Score -535272.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -535286.250000 Penalty: 4250.048828
	Iteration 65Q: 3 clusters Score -535286.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -535306.187500 Penalty: 4250.048828
	Iteration 66Q: 3 clusters Score -535306.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -535323.812500 Penalty: 4250.048828
	Iteration 67Q: 3 clusters Score -535323.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -535341.312500 Penalty: 4250.048828
	Iteration 68Q: 3 clusters Score -535341.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -535356.500000 Penalty: 4250.048828
	Iteration 69Q: 3 clusters Score -535356.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -535375.187500 Penalty: 4250.048828
	Iteration 70Q: 3 clusters Score -535375.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -535392.687500 Penalty: 4250.048828
	Iteration 71Q: 3 clusters Score -535392.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -535409.812500 Penalty: 4250.048828
	Iteration 72Q: 3 clusters Score -535409.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -535434.687500 Penalty: 4250.048828
	Iteration 73Q: 3 clusters Score -535434.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -535461.812500 Penalty: 4250.048828
	Iteration 74Q: 3 clusters Score -535461.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -535483.750000 Penalty: 4250.048828
	Iteration 75Q: 3 clusters Score -535483.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -535506.437500 Penalty: 4250.048828
	Iteration 76Q: 3 clusters Score -535506.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -535525.187500 Penalty: 4250.048828
	Iteration 77Q: 3 clusters Score -535525.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -535550.750000 Penalty: 4250.048828
	Iteration 78Q: 3 clusters Score -535550.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -535578.312500 Penalty: 4250.048828
	Iteration 79Q: 3 clusters Score -535578.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -535614.625000 Penalty: 4250.048828
	Iteration 80F: 3 clusters Score -535614.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -535657.500000 Penalty: 4250.048828
	Iteration 81Q: 3 clusters Score -535657.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -535702.125000 Penalty: 4250.048828
	Iteration 82Q: 3 clusters Score -535702.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -535737.187500 Penalty: 4250.048828
	Iteration 83Q: 3 clusters Score -535737.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -535773.687500 Penalty: 4250.048828
	Iteration 84Q: 3 clusters Score -535773.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -535808.312500 Penalty: 4250.048828
	Iteration 85Q: 3 clusters Score -535808.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -535842.125000 Penalty: 4250.048828
	Iteration 86Q: 3 clusters Score -535842.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -535869.437500 Penalty: 4250.048828
	Iteration 87Q: 3 clusters Score -535869.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -535902.687500 Penalty: 4250.048828
	Iteration 88Q: 3 clusters Score -535902.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -535934.125000 Penalty: 4250.048828
	Iteration 89Q: 3 clusters Score -535934.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -535954.750000 Penalty: 4250.048828
	Iteration 90Q: 3 clusters Score -535954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -535965.437500 Penalty: 4250.048828
	Iteration 91Q: 3 clusters Score -535965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -535978.625000 Penalty: 4250.048828
	Iteration 92Q: 3 clusters Score -535978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -535990.875000 Penalty: 4250.048828
	Iteration 93Q: 3 clusters Score -535990.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -536003.875000 Penalty: 4250.048828
	Iteration 94Q: 3 clusters Score -536003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -536008.187500 Penalty: 4250.048828
	Iteration 95Q: 3 clusters Score -536008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -536012.750000 Penalty: 4250.048828
	Iteration 96Q: 3 clusters Score -536012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -536017.875000 Penalty: 4250.048828
	Iteration 97Q: 3 clusters Score -536017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -536023.187500 Penalty: 4250.048828
	Iteration 98Q: 3 clusters Score -536023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -536026.125000 Penalty: 4250.048828
	Iteration 99Q: 3 clusters Score -536026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -536028.187500 Penalty: 4250.048828
	Iteration 100F: 3 clusters Score -536028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -473578.218750 Penalty: 2133.271729
	Iteration 0F: 2 clusters Score -473578.2 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 2710 members 
Entering Unmasked Estep 
Score: -468873.093750 Penalty: 4266.543457
	Iteration 0F: 3 clusters Score -468873.1 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -470093.843750 Penalty: 4266.543457
	Iteration 1F: 3 clusters Score -470093.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -470345.187500 Penalty: 4266.543457
	Iteration 2F: 3 clusters Score -470345.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -470496.125000 Penalty: 4266.543457
	Iteration 3F: 3 clusters Score -470496.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -470600.375000 Penalty: 4266.543457
	Iteration 4Q: 3 clusters Score -470600.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -470683.343750 Penalty: 4266.543457
	Iteration 5Q: 3 clusters Score -470683.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -470769.812500 Penalty: 4266.543457
	Iteration 6Q: 3 clusters Score -470769.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -470846.875000 Penalty: 4266.543457
	Iteration 7Q: 3 clusters Score -470846.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -470919.968750 Penalty: 4266.543457
	Iteration 8Q: 3 clusters Score -470920 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -470995.593750 Penalty: 4266.543457
	Iteration 9Q: 3 clusters Score -470995.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -471068.375000 Penalty: 4266.543457
	Iteration 10Q: 3 clusters Score -471068.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -471136.156250 Penalty: 4266.543457
	Iteration 11Q: 3 clusters Score -471136.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -471206.187500 Penalty: 4266.543457
	Iteration 12Q: 3 clusters Score -471206.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -471276.437500 Penalty: 4266.543457
	Iteration 13Q: 3 clusters Score -471276.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -471344.593750 Penalty: 4266.543457
	Iteration 14Q: 3 clusters Score -471344.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -471433.687500 Penalty: 4266.543457
	Iteration 15Q: 3 clusters Score -471433.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -471523.000000 Penalty: 4266.543457
	Iteration 16Q: 3 clusters Score -471523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -471612.781250 Penalty: 4266.543457
	Iteration 17Q: 3 clusters Score -471612.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -471718.000000 Penalty: 4266.543457
	Iteration 18Q: 3 clusters Score -471718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -471817.468750 Penalty: 4266.543457
	Iteration 19Q: 3 clusters Score -471817.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -471892.625000 Penalty: 4266.543457
	Iteration 20F: 3 clusters Score -471892.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -471944.875000 Penalty: 4266.543457
	Iteration 21Q: 3 clusters Score -471944.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -471991.593750 Penalty: 4266.543457
	Iteration 22Q: 3 clusters Score -471991.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -472026.875000 Penalty: 4266.543457
	Iteration 23Q: 3 clusters Score -472026.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -472055.531250 Penalty: 4266.543457
	Iteration 24Q: 3 clusters Score -472055.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -472067.968750 Penalty: 4266.543457
	Iteration 25Q: 3 clusters Score -472068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -472083.281250 Penalty: 4266.543457
	Iteration 26Q: 3 clusters Score -472083.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -472094.937500 Penalty: 4266.543457
	Iteration 27Q: 3 clusters Score -472094.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -472099.062500 Penalty: 4266.543457
	Iteration 28Q: 3 clusters Score -472099.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -472104.656250 Penalty: 4266.543457
	Iteration 29Q: 3 clusters Score -472104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -472107.812500 Penalty: 4266.543457
	Iteration 30Q: 3 clusters Score -472107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -472112.468750 Penalty: 4266.543457
	Iteration 31Q: 3 clusters Score -472112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -472116.468750 Penalty: 4266.543457
	Iteration 32Q: 3 clusters Score -472116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -472119.687500 Penalty: 4266.543457
	Iteration 33Q: 3 clusters Score -472119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -472123.437500 Penalty: 4266.543457
	Iteration 34Q: 3 clusters Score -472123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -472128.781250 Penalty: 4266.543457
	Iteration 35Q: 3 clusters Score -472128.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -472134.843750 Penalty: 4266.543457
	Iteration 36Q: 3 clusters Score -472134.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -472139.468750 Penalty: 4266.543457
	Iteration 37Q: 3 clusters Score -472139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -472143.781250 Penalty: 4266.543457
	Iteration 38Q: 3 clusters Score -472143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -472147.406250 Penalty: 4266.543457
	Iteration 39Q: 3 clusters Score -472147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -472151.062500 Penalty: 4266.543457
	Iteration 40F: 3 clusters Score -472151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -472155.906250 Penalty: 4266.543457
	Iteration 41Q: 3 clusters Score -472155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -472159.937500 Penalty: 4266.543457
	Iteration 42Q: 3 clusters Score -472159.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -472166.562500 Penalty: 4266.543457
	Iteration 43Q: 3 clusters Score -472166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -472169.281250 Penalty: 4266.543457
	Iteration 44Q: 3 clusters Score -472169.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -472171.812500 Penalty: 4266.543457
	Iteration 45Q: 3 clusters Score -472171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -472173.281250 Penalty: 4266.543457
	Iteration 46Q: 3 clusters Score -472173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -472175.000000 Penalty: 4266.543457
	Iteration 47Q: 3 clusters Score -472175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -472176.375000 Penalty: 4266.543457
	Iteration 48Q: 3 clusters Score -472176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -472178.750000 Penalty: 4266.543457
	Iteration 49Q: 3 clusters Score -472178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -472179.281250 Penalty: 4266.543457
	Iteration 50Q: 3 clusters Score -472179.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -472181.687500 Penalty: 4266.543457
	Iteration 51Q: 3 clusters Score -472181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -472183.156250 Penalty: 4266.543457
	Iteration 52Q: 3 clusters Score -472183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -472186.312500 Penalty: 4266.543457
	Iteration 53Q: 3 clusters Score -472186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -472189.281250 Penalty: 4266.543457
	Iteration 54Q: 3 clusters Score -472189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -472192.656250 Penalty: 4266.543457
	Iteration 55Q: 3 clusters Score -472192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -472196.062500 Penalty: 4266.543457
	Iteration 56Q: 3 clusters Score -472196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -472196.937500 Penalty: 4266.543457
	Iteration 57Q: 3 clusters Score -472196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -472198.125000 Penalty: 4266.543457
	Iteration 58Q: 3 clusters Score -472198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -472199.562500 Penalty: 4266.543457
	Iteration 59Q: 3 clusters Score -472199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -472201.250000 Penalty: 4266.543457
	Iteration 60F: 3 clusters Score -472201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -472201.687500 Penalty: 4266.543457
	Iteration 61Q: 3 clusters Score -472201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -472201.687500 Penalty: 4266.543457
	Iteration 62F: 3 clusters Score -472201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Entering Unmasked Estep 
Score: -876376.812500 Penalty: 2284.362549
	Iteration 0F: 2 clusters Score -876376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -868823.312500 Penalty: 4568.725098
	Iteration 0F: 3 clusters Score -868823.3 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -871202.562500 Penalty: 4568.725098
	Iteration 1F: 3 clusters Score -871202.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -871654.125000 Penalty: 4568.725098
	Iteration 2F: 3 clusters Score -871654.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -872193.562500 Penalty: 4568.725098
	Iteration 3F: 3 clusters Score -872193.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -872787.562500 Penalty: 4568.725098
	Iteration 4F: 3 clusters Score -872787.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -873449.687500 Penalty: 4568.725098
	Iteration 5F: 3 clusters Score -873449.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -874078.687500 Penalty: 4568.725098
	Iteration 6F: 3 clusters Score -874078.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -874565.500000 Penalty: 4568.725098
	Iteration 7F: 3 clusters Score -874565.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -874979.250000 Penalty: 4568.725098
	Iteration 8Q: 3 clusters Score -874979.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -875334.437500 Penalty: 4568.725098
	Iteration 9Q: 3 clusters Score -875334.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -875693.000000 Penalty: 4568.725098
	Iteration 10Q: 3 clusters Score -875693 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -875950.625000 Penalty: 4568.725098
	Iteration 11Q: 3 clusters Score -875950.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -876113.750000 Penalty: 4568.725098
	Iteration 12Q: 3 clusters Score -876113.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -876202.312500 Penalty: 4568.725098
	Iteration 13Q: 3 clusters Score -876202.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -876256.062500 Penalty: 4568.725098
	Iteration 14Q: 3 clusters Score -876256.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -876282.812500 Penalty: 4568.725098
	Iteration 15Q: 3 clusters Score -876282.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -876296.562500 Penalty: 4568.725098
	Iteration 16Q: 3 clusters Score -876296.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -876303.875000 Penalty: 4568.725098
	Iteration 17Q: 3 clusters Score -876303.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -876308.437500 Penalty: 4568.725098
	Iteration 18Q: 3 clusters Score -876308.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -876310.625000 Penalty: 4568.725098
	Iteration 19Q: 3 clusters Score -876310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -876335.500000 Penalty: 4568.725098
	Iteration 20F: 3 clusters Score -876335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -876353.687500 Penalty: 4568.725098
	Iteration 21Q: 3 clusters Score -876353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -876372.062500 Penalty: 4568.725098
	Iteration 22Q: 3 clusters Score -876372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -876400.125000 Penalty: 4568.725098
	Iteration 23Q: 3 clusters Score -876400.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -876425.500000 Penalty: 4568.725098
	Iteration 24Q: 3 clusters Score -876425.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -876446.437500 Penalty: 4568.725098
	Iteration 25Q: 3 clusters Score -876446.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -876451.875000 Penalty: 4568.725098
	Iteration 26Q: 3 clusters Score -876451.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -876456.500000 Penalty: 4568.725098
	Iteration 27Q: 3 clusters Score -876456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -876455.562500 Penalty: 4568.725098
	Iteration 28Q: 3 clusters Score -876455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -876461.437500 Penalty: 4568.725098
	Iteration 29Q: 3 clusters Score -876461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -876468.125000 Penalty: 4568.725098
	Iteration 30Q: 3 clusters Score -876468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -876470.625000 Penalty: 4568.725098
	Iteration 31Q: 3 clusters Score -876470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -876475.250000 Penalty: 4568.725098
	Iteration 32Q: 3 clusters Score -876475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -876476.000000 Penalty: 4568.725098
	Iteration 33Q: 3 clusters Score -876476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -876492.875000 Penalty: 4568.725098
	Iteration 34F: 3 clusters Score -876492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -876508.312500 Penalty: 4568.725098
	Iteration 35Q: 3 clusters Score -876508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -876507.000000 Penalty: 4568.725098
	Iteration 36Q: 3 clusters Score -876507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -876506.250000 Penalty: 4568.725098
	Iteration 37Q: 3 clusters Score -876506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -876506.250000 Penalty: 4568.725098
	Iteration 38F: 3 clusters Score -876506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 251815 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 7539 members 
Mstep: Class 8 contains 166387 members 
Mstep: Class 9 contains 18322 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 5495 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 438734 members 
Mstep: Class 18 contains 22653 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 39101 members 
Mstep: Class 21 contains 8050 members 
Mstep: Class 22 contains 7615 members 
Entering Unmasked Estep 
Score: -93592752.000000 Penalty: 75653.609375
Splitting cluster 15 changes total score from -93561264.000000 to -93592752.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (26570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Entering Unmasked Estep 
Score: -2357529.000000 Penalty: 2526.509521
	Iteration 0F: 2 clusters Score -2357529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2339187.000000 Penalty: 5053.019043
	Iteration 0F: 3 clusters Score -2339187 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2345563.500000 Penalty: 5053.019043
	Iteration 1F: 3 clusters Score -2345564 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2346038.250000 Penalty: 5053.019043
	Iteration 2F: 3 clusters Score -2346038 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2346474.000000 Penalty: 5053.019043
	Iteration 3Q: 3 clusters Score -2346474 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2346854.250000 Penalty: 5053.019043
	Iteration 4Q: 3 clusters Score -2346854 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2347279.250000 Penalty: 5053.019043
	Iteration 5Q: 3 clusters Score -2347279 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2347756.750000 Penalty: 5053.019043
	Iteration 6Q: 3 clusters Score -2347757 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2348308.750000 Penalty: 5053.019043
	Iteration 7Q: 3 clusters Score -2348309 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2348933.750000 Penalty: 5053.019043
	Iteration 8Q: 3 clusters Score -2348934 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2349637.000000 Penalty: 5053.019043
	Iteration 9Q: 3 clusters Score -2349637 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2350392.500000 Penalty: 5053.019043
	Iteration 10Q: 3 clusters Score -2350392 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2351178.750000 Penalty: 5053.019043
	Iteration 11Q: 3 clusters Score -2351179 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2351941.750000 Penalty: 5053.019043
	Iteration 12Q: 3 clusters Score -2351942 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2352521.500000 Penalty: 5053.019043
	Iteration 13Q: 3 clusters Score -2352522 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2352911.500000 Penalty: 5053.019043
	Iteration 14Q: 3 clusters Score -2352912 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2353168.750000 Penalty: 5053.019043
	Iteration 15Q: 3 clusters Score -2353169 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2353358.000000 Penalty: 5053.019043
	Iteration 16Q: 3 clusters Score -2353358 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2353502.750000 Penalty: 5053.019043
	Iteration 17Q: 3 clusters Score -2353503 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2353607.750000 Penalty: 5053.019043
	Iteration 18Q: 3 clusters Score -2353608 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2353709.750000 Penalty: 5053.019043
	Iteration 19Q: 3 clusters Score -2353710 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2353778.750000 Penalty: 5053.019043
	Iteration 20F: 3 clusters Score -2353779 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2353857.750000 Penalty: 5053.019043
	Iteration 21Q: 3 clusters Score -2353858 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2353963.750000 Penalty: 5053.019043
	Iteration 22Q: 3 clusters Score -2353964 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2354045.750000 Penalty: 5053.019043
	Iteration 23Q: 3 clusters Score -2354046 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2354151.250000 Penalty: 5053.019043
	Iteration 24Q: 3 clusters Score -2354151 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2354248.250000 Penalty: 5053.019043
	Iteration 25Q: 3 clusters Score -2354248 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2354326.500000 Penalty: 5053.019043
	Iteration 26Q: 3 clusters Score -2354326 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2354380.750000 Penalty: 5053.019043
	Iteration 27Q: 3 clusters Score -2354381 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2354436.500000 Penalty: 5053.019043
	Iteration 28Q: 3 clusters Score -2354436 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2354506.250000 Penalty: 5053.019043
	Iteration 29Q: 3 clusters Score -2354506 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2354583.000000 Penalty: 5053.019043
	Iteration 30Q: 3 clusters Score -2354583 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2354670.000000 Penalty: 5053.019043
	Iteration 31Q: 3 clusters Score -2354670 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2354746.500000 Penalty: 5053.019043
	Iteration 32Q: 3 clusters Score -2354746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2354808.000000 Penalty: 5053.019043
	Iteration 33Q: 3 clusters Score -2354808 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2354886.000000 Penalty: 5053.019043
	Iteration 34Q: 3 clusters Score -2354886 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2354958.250000 Penalty: 5053.019043
	Iteration 35Q: 3 clusters Score -2354958 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2355032.750000 Penalty: 5053.019043
	Iteration 36Q: 3 clusters Score -2355033 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2355108.500000 Penalty: 5053.019043
	Iteration 37Q: 3 clusters Score -2355108 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2355192.500000 Penalty: 5053.019043
	Iteration 38Q: 3 clusters Score -2355192 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2355297.750000 Penalty: 5053.019043
	Iteration 39Q: 3 clusters Score -2355298 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2355395.500000 Penalty: 5053.019043
	Iteration 40F: 3 clusters Score -2355396 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2355494.500000 Penalty: 5053.019043
	Iteration 41Q: 3 clusters Score -2355494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2355634.750000 Penalty: 5053.019043
	Iteration 42Q: 3 clusters Score -2355635 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2355757.500000 Penalty: 5053.019043
	Iteration 43Q: 3 clusters Score -2355758 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2355847.250000 Penalty: 5053.019043
	Iteration 44Q: 3 clusters Score -2355847 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2355951.000000 Penalty: 5053.019043
	Iteration 45Q: 3 clusters Score -2355951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2355991.000000 Penalty: 5053.019043
	Iteration 46Q: 3 clusters Score -2355991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2356013.750000 Penalty: 5053.019043
	Iteration 47Q: 3 clusters Score -2356014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2356030.500000 Penalty: 5053.019043
	Iteration 48Q: 3 clusters Score -2356030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2356050.250000 Penalty: 5053.019043
	Iteration 49Q: 3 clusters Score -2356050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -2356048.500000 Penalty: 5053.019043
	Iteration 50Q: 3 clusters Score -2356048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2356052.250000 Penalty: 5053.019043
	Iteration 51Q: 3 clusters Score -2356052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2356056.250000 Penalty: 5053.019043
	Iteration 52Q: 3 clusters Score -2356056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2356056.000000 Penalty: 5053.019043
	Iteration 53Q: 3 clusters Score -2356056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2356059.750000 Penalty: 5053.019043
	Iteration 54Q: 3 clusters Score -2356060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2356058.750000 Penalty: 5053.019043
	Iteration 55Q: 3 clusters Score -2356059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2356059.000000 Penalty: 5053.019043
	Iteration 56Q: 3 clusters Score -2356059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2356062.500000 Penalty: 5053.019043
	Iteration 57Q: 3 clusters Score -2356062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2356061.750000 Penalty: 5053.019043
	Iteration 58Q: 3 clusters Score -2356062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2356061.000000 Penalty: 5053.019043
	Iteration 59Q: 3 clusters Score -2356061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2356064.000000 Penalty: 5053.019043
	Iteration 60F: 3 clusters Score -2356064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2356060.000000 Penalty: 5053.019043
	Iteration 61Q: 3 clusters Score -2356060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2356060.000000 Penalty: 5053.019043
	Iteration 62F: 3 clusters Score -2356060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (438734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438734 members 
Entering Unmasked Estep 
Score: -40243040.000000 Penalty: 3221.928955
	Iteration 0F: 2 clusters Score -4.024304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218971 members 
Mstep: Class 2 contains 219763 members 
Entering Unmasked Estep 
Score: -39948128.000000 Penalty: 6443.857910
	Iteration 0F: 3 clusters Score -3.994813e+07 nChanged 213878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210121 members 
Mstep: Class 2 contains 228613 members 
Entering Unmasked Estep 
Score: -40075652.000000 Penalty: 6443.857910
	Iteration 1F: 3 clusters Score -4.007565e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204734 members 
Mstep: Class 2 contains 234000 members 
Entering Unmasked Estep 
Score: -40077564.000000 Penalty: 6443.857910
	Iteration 2Q: 3 clusters Score -4.007756e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196111 members 
Mstep: Class 2 contains 242623 members 
Entering Unmasked Estep 
Score: -40080780.000000 Penalty: 6443.857910
	Iteration 3Q: 3 clusters Score -4.008078e+07 nChanged 16031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182428 members 
Mstep: Class 2 contains 256306 members 
Entering Unmasked Estep 
Score: -40086620.000000 Penalty: 6443.857910
	Iteration 4Q: 3 clusters Score -4.008662e+07 nChanged 22318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161412 members 
Mstep: Class 2 contains 277322 members 
Entering Unmasked Estep 
Score: -40097556.000000 Penalty: 6443.857910
	Iteration 5F: 3 clusters Score -4.009756e+07 nChanged 31398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 308162 members 
Entering Unmasked Estep 
Score: -40118672.000000 Penalty: 6443.857910
	Iteration 6F: 3 clusters Score -4.011867e+07 nChanged 39438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 347370 members 
Entering Unmasked Estep 
Score: -40152700.000000 Penalty: 6443.857910
	Iteration 7F: 3 clusters Score -4.01527e+07 nChanged 40064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 387362 members 
Entering Unmasked Estep 
Score: -40192340.000000 Penalty: 6443.857910
	Iteration 8F: 3 clusters Score -4.019234e+07 nChanged 28413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 415749 members 
Entering Unmasked Estep 
Score: -40220124.000000 Penalty: 6443.857910
	Iteration 9F: 3 clusters Score -4.022012e+07 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 429516 members 
Entering Unmasked Estep 
Score: -40232672.000000 Penalty: 6443.857910
	Iteration 10Q: 3 clusters Score -4.023267e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 434829 members 
Entering Unmasked Estep 
Score: -40237408.000000 Penalty: 6443.857910
	Iteration 11Q: 3 clusters Score -4.023741e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 436787 members 
Entering Unmasked Estep 
Score: -40238856.000000 Penalty: 6443.857910
	Iteration 12Q: 3 clusters Score -4.023886e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 437494 members 
Entering Unmasked Estep 
Score: -40239432.000000 Penalty: 6443.857910
	Iteration 13Q: 3 clusters Score -4.023943e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 437793 members 
Entering Unmasked Estep 
Score: -40239796.000000 Penalty: 6443.857910
	Iteration 14Q: 3 clusters Score -4.02398e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 437939 members 
Entering Unmasked Estep 
Score: -40239876.000000 Penalty: 6443.857910
	Iteration 15Q: 3 clusters Score -4.023988e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 438009 members 
Entering Unmasked Estep 
Score: -40239956.000000 Penalty: 6443.857910
	Iteration 16Q: 3 clusters Score -4.023996e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 438060 members 
Entering Unmasked Estep 
Score: -40240044.000000 Penalty: 6443.857910
	Iteration 17Q: 3 clusters Score -4.024004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 438085 members 
Entering Unmasked Estep 
Score: -40240072.000000 Penalty: 6443.857910
	Iteration 18Q: 3 clusters Score -4.024007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 438106 members 
Entering Unmasked Estep 
Score: -40240148.000000 Penalty: 6443.857910
	Iteration 19Q: 3 clusters Score -4.024015e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 438118 members 
Entering Unmasked Estep 
Score: -40240160.000000 Penalty: 6443.857910
	Iteration 20F: 3 clusters Score -4.024016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 438137 members 
Entering Unmasked Estep 
Score: -40240168.000000 Penalty: 6443.857910
	Iteration 21Q: 3 clusters Score -4.024017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 438153 members 
Entering Unmasked Estep 
Score: -40240180.000000 Penalty: 6443.857910
	Iteration 22Q: 3 clusters Score -4.024018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 438162 members 
Entering Unmasked Estep 
Score: -40240208.000000 Penalty: 6443.857910
	Iteration 23Q: 3 clusters Score -4.024021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 438174 members 
Entering Unmasked Estep 
Score: -40240212.000000 Penalty: 6443.857910
	Iteration 24Q: 3 clusters Score -4.024021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 438180 members 
Entering Unmasked Estep 
Score: -40240236.000000 Penalty: 6443.857910
	Iteration 25Q: 3 clusters Score -4.024024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 438188 members 
Entering Unmasked Estep 
Score: -40240236.000000 Penalty: 6443.857910
	Iteration 26Q: 3 clusters Score -4.024024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 438193 members 
Entering Unmasked Estep 
Score: -40240264.000000 Penalty: 6443.857910
	Iteration 27Q: 3 clusters Score -4.024026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 438192 members 
Entering Unmasked Estep 
Score: -40240268.000000 Penalty: 6443.857910
	Iteration 28Q: 3 clusters Score -4.024027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 438193 members 
Entering Unmasked Estep 
Score: -40240256.000000 Penalty: 6443.857910
	Iteration 29Q: 3 clusters Score -4.024026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 438192 members 
Entering Unmasked Estep 
Score: -40240252.000000 Penalty: 6443.857910
	Iteration 30Q: 3 clusters Score -4.024025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 438191 members 
Entering Unmasked Estep 
Score: -40240256.000000 Penalty: 6443.857910
	Iteration 31Q: 3 clusters Score -4.024026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 438191 members 
Entering Unmasked Estep 
Score: -40240256.000000 Penalty: 6443.857910
	Iteration 32F: 3 clusters Score -4.024026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Entering Unmasked Estep 
Score: -2073682.750000 Penalty: 2486.955811
	Iteration 0F: 2 clusters Score -2073683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2057937.875000 Penalty: 4973.911621
	Iteration 0F: 3 clusters Score -2057938 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2063223.625000 Penalty: 4973.911621
	Iteration 1F: 3 clusters Score -2063224 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2063648.750000 Penalty: 4973.911621
	Iteration 2F: 3 clusters Score -2063649 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2064046.625000 Penalty: 4973.911621
	Iteration 3Q: 3 clusters Score -2064047 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2064489.500000 Penalty: 4973.911621
	Iteration 4Q: 3 clusters Score -2064490 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2065057.375000 Penalty: 4973.911621
	Iteration 5Q: 3 clusters Score -2065057 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2065782.250000 Penalty: 4973.911621
	Iteration 6F: 3 clusters Score -2065782 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2066589.750000 Penalty: 4973.911621
	Iteration 7F: 3 clusters Score -2066590 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2067546.250000 Penalty: 4973.911621
	Iteration 8F: 3 clusters Score -2067546 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2068512.750000 Penalty: 4973.911621
	Iteration 9F: 3 clusters Score -2068513 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2069438.125000 Penalty: 4973.911621
	Iteration 10Q: 3 clusters Score -2069438 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2070193.375000 Penalty: 4973.911621
	Iteration 11Q: 3 clusters Score -2070193 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2070660.625000 Penalty: 4973.911621
	Iteration 12Q: 3 clusters Score -2070661 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2070917.000000 Penalty: 4973.911621
	Iteration 13Q: 3 clusters Score -2070917 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2071119.875000 Penalty: 4973.911621
	Iteration 14Q: 3 clusters Score -2071120 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2071261.250000 Penalty: 4973.911621
	Iteration 15Q: 3 clusters Score -2071261 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2071358.375000 Penalty: 4973.911621
	Iteration 16Q: 3 clusters Score -2071358 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2071452.000000 Penalty: 4973.911621
	Iteration 17Q: 3 clusters Score -2071452 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2071535.375000 Penalty: 4973.911621
	Iteration 18Q: 3 clusters Score -2071535 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2071607.625000 Penalty: 4973.911621
	Iteration 19Q: 3 clusters Score -2071608 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2071676.375000 Penalty: 4973.911621
	Iteration 20F: 3 clusters Score -2071676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2071740.375000 Penalty: 4973.911621
	Iteration 21Q: 3 clusters Score -2071740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2071782.375000 Penalty: 4973.911621
	Iteration 22Q: 3 clusters Score -2071782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2071829.375000 Penalty: 4973.911621
	Iteration 23Q: 3 clusters Score -2071829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2071851.000000 Penalty: 4973.911621
	Iteration 24Q: 3 clusters Score -2071851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2071876.000000 Penalty: 4973.911621
	Iteration 25Q: 3 clusters Score -2071876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2071898.625000 Penalty: 4973.911621
	Iteration 26Q: 3 clusters Score -2071899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2071928.375000 Penalty: 4973.911621
	Iteration 27Q: 3 clusters Score -2071928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2071962.000000 Penalty: 4973.911621
	Iteration 28Q: 3 clusters Score -2071962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2071991.750000 Penalty: 4973.911621
	Iteration 29Q: 3 clusters Score -2071992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2072016.500000 Penalty: 4973.911621
	Iteration 30Q: 3 clusters Score -2072016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2072034.250000 Penalty: 4973.911621
	Iteration 31Q: 3 clusters Score -2072034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2072045.125000 Penalty: 4973.911621
	Iteration 32Q: 3 clusters Score -2072045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2072058.125000 Penalty: 4973.911621
	Iteration 33Q: 3 clusters Score -2072058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2072077.000000 Penalty: 4973.911621
	Iteration 34Q: 3 clusters Score -2072077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2072081.750000 Penalty: 4973.911621
	Iteration 35Q: 3 clusters Score -2072082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2072089.625000 Penalty: 4973.911621
	Iteration 36Q: 3 clusters Score -2072090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2072091.750000 Penalty: 4973.911621
	Iteration 37Q: 3 clusters Score -2072092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2072093.375000 Penalty: 4973.911621
	Iteration 38Q: 3 clusters Score -2072093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2072096.875000 Penalty: 4973.911621
	Iteration 39Q: 3 clusters Score -2072097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2072097.250000 Penalty: 4973.911621
	Iteration 40F: 3 clusters Score -2072097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1025658.500000 Penalty: 2332.624268
	Iteration 0F: 2 clusters Score -1025658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1016651.625000 Penalty: 4665.248535
	Iteration 0F: 3 clusters Score -1016652 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1019511.625000 Penalty: 4665.248535
	Iteration 1F: 3 clusters Score -1019512 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1019868.187500 Penalty: 4665.248535
	Iteration 2F: 3 clusters Score -1019868 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1020189.375000 Penalty: 4665.248535
	Iteration 3F: 3 clusters Score -1020189 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1020486.125000 Penalty: 4665.248535
	Iteration 4F: 3 clusters Score -1020486 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1020815.750000 Penalty: 4665.248535
	Iteration 5Q: 3 clusters Score -1020816 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1021119.937500 Penalty: 4665.248535
	Iteration 6Q: 3 clusters Score -1021120 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1021390.062500 Penalty: 4665.248535
	Iteration 7Q: 3 clusters Score -1021390 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1021700.625000 Penalty: 4665.248535
	Iteration 8Q: 3 clusters Score -1021701 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1022055.562500 Penalty: 4665.248535
	Iteration 9Q: 3 clusters Score -1022056 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1022436.687500 Penalty: 4665.248535
	Iteration 10Q: 3 clusters Score -1022437 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1022752.187500 Penalty: 4665.248535
	Iteration 11Q: 3 clusters Score -1022752 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1022994.812500 Penalty: 4665.248535
	Iteration 12Q: 3 clusters Score -1022995 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1023194.750000 Penalty: 4665.248535
	Iteration 13Q: 3 clusters Score -1023195 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1023355.375000 Penalty: 4665.248535
	Iteration 14Q: 3 clusters Score -1023355 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1023465.687500 Penalty: 4665.248535
	Iteration 15Q: 3 clusters Score -1023466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1023542.625000 Penalty: 4665.248535
	Iteration 16Q: 3 clusters Score -1023543 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1023590.812500 Penalty: 4665.248535
	Iteration 17Q: 3 clusters Score -1023591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1023642.375000 Penalty: 4665.248535
	Iteration 18Q: 3 clusters Score -1023642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1023685.000000 Penalty: 4665.248535
	Iteration 19Q: 3 clusters Score -1023685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1023727.875000 Penalty: 4665.248535
	Iteration 20F: 3 clusters Score -1023728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1023760.437500 Penalty: 4665.248535
	Iteration 21Q: 3 clusters Score -1023760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1023786.937500 Penalty: 4665.248535
	Iteration 22Q: 3 clusters Score -1023787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1023811.937500 Penalty: 4665.248535
	Iteration 23Q: 3 clusters Score -1023812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1023831.000000 Penalty: 4665.248535
	Iteration 24Q: 3 clusters Score -1023831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1023845.750000 Penalty: 4665.248535
	Iteration 25Q: 3 clusters Score -1023846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1023855.250000 Penalty: 4665.248535
	Iteration 26Q: 3 clusters Score -1023855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1023863.125000 Penalty: 4665.248535
	Iteration 27Q: 3 clusters Score -1023863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1023870.937500 Penalty: 4665.248535
	Iteration 28Q: 3 clusters Score -1023871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1023881.000000 Penalty: 4665.248535
	Iteration 29Q: 3 clusters Score -1023881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1023888.000000 Penalty: 4665.248535
	Iteration 30Q: 3 clusters Score -1023888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1023895.062500 Penalty: 4665.248535
	Iteration 31Q: 3 clusters Score -1023895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1023901.625000 Penalty: 4665.248535
	Iteration 32Q: 3 clusters Score -1023902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1023904.562500 Penalty: 4665.248535
	Iteration 33Q: 3 clusters Score -1023905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1023911.875000 Penalty: 4665.248535
	Iteration 34Q: 3 clusters Score -1023912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1023919.187500 Penalty: 4665.248535
	Iteration 35Q: 3 clusters Score -1023919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1023928.062500 Penalty: 4665.248535
	Iteration 36Q: 3 clusters Score -1023928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1023936.187500 Penalty: 4665.248535
	Iteration 37Q: 3 clusters Score -1023936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1023941.187500 Penalty: 4665.248535
	Iteration 38Q: 3 clusters Score -1023941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1023943.687500 Penalty: 4665.248535
	Iteration 39Q: 3 clusters Score -1023944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1023945.062500 Penalty: 4665.248535
	Iteration 40F: 3 clusters Score -1023945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1023946.187500 Penalty: 4665.248535
	Iteration 41Q: 3 clusters Score -1023946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1023944.375000 Penalty: 4665.248535
	Iteration 42Q: 3 clusters Score -1023944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1023944.375000 Penalty: 4665.248535
	Iteration 43F: 3 clusters Score -1023944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Entering Unmasked Estep 
Score: -3683514.500000 Penalty: 2622.327881
	Iteration 0F: 2 clusters Score -3683514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3657207.250000 Penalty: 5244.655762
	Iteration 0F: 3 clusters Score -3657207 nChanged 17677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3666895.750000 Penalty: 5244.655762
	Iteration 1F: 3 clusters Score -3666896 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3667487.500000 Penalty: 5244.655762
	Iteration 2Q: 3 clusters Score -3667488 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3668185.000000 Penalty: 5244.655762
	Iteration 3Q: 3 clusters Score -3668185 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3669106.500000 Penalty: 5244.655762
	Iteration 4F: 3 clusters Score -3669106 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3670565.750000 Penalty: 5244.655762
	Iteration 5F: 3 clusters Score -3670566 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3672776.500000 Penalty: 5244.655762
	Iteration 6F: 3 clusters Score -3672776 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3675493.750000 Penalty: 5244.655762
	Iteration 7F: 3 clusters Score -3675494 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -3677778.000000 Penalty: 5244.655762
	Iteration 8F: 3 clusters Score -3677778 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -3679152.500000 Penalty: 5244.655762
	Iteration 9Q: 3 clusters Score -3679152 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -3680007.500000 Penalty: 5244.655762
	Iteration 10Q: 3 clusters Score -3680008 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -3680465.500000 Penalty: 5244.655762
	Iteration 11Q: 3 clusters Score -3680466 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -3680805.000000 Penalty: 5244.655762
	Iteration 12Q: 3 clusters Score -3680805 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -3680991.000000 Penalty: 5244.655762
	Iteration 13Q: 3 clusters Score -3680991 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -3681089.000000 Penalty: 5244.655762
	Iteration 14Q: 3 clusters Score -3681089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -3681132.750000 Penalty: 5244.655762
	Iteration 15Q: 3 clusters Score -3681133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -3681177.750000 Penalty: 5244.655762
	Iteration 16Q: 3 clusters Score -3681178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -3681200.000000 Penalty: 5244.655762
	Iteration 17Q: 3 clusters Score -3681200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -3681228.000000 Penalty: 5244.655762
	Iteration 18Q: 3 clusters Score -3681228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -3681258.250000 Penalty: 5244.655762
	Iteration 19Q: 3 clusters Score -3681258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -3681267.000000 Penalty: 5244.655762
	Iteration 20F: 3 clusters Score -3681267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -3681277.750000 Penalty: 5244.655762
	Iteration 21Q: 3 clusters Score -3681278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -3681283.250000 Penalty: 5244.655762
	Iteration 22Q: 3 clusters Score -3681283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -3681293.750000 Penalty: 5244.655762
	Iteration 23Q: 3 clusters Score -3681294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -3681293.250000 Penalty: 5244.655762
	Iteration 24Q: 3 clusters Score -3681293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -3681300.250000 Penalty: 5244.655762
	Iteration 25Q: 3 clusters Score -3681300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -3681305.750000 Penalty: 5244.655762
	Iteration 26Q: 3 clusters Score -3681306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -3681307.500000 Penalty: 5244.655762
	Iteration 27Q: 3 clusters Score -3681308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -3681310.000000 Penalty: 5244.655762
	Iteration 28Q: 3 clusters Score -3681310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -3681309.750000 Penalty: 5244.655762
	Iteration 29Q: 3 clusters Score -3681310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -3681309.000000 Penalty: 5244.655762
	Iteration 30Q: 3 clusters Score -3681309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -3681314.250000 Penalty: 5244.655762
	Iteration 31Q: 3 clusters Score -3681314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -3681316.750000 Penalty: 5244.655762
	Iteration 32Q: 3 clusters Score -3681317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -3681318.500000 Penalty: 5244.655762
	Iteration 33Q: 3 clusters Score -3681318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -3681324.250000 Penalty: 5244.655762
	Iteration 34Q: 3 clusters Score -3681324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -3681324.250000 Penalty: 5244.655762
	Iteration 35F: 3 clusters Score -3681324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Entering Unmasked Estep 
Score: -693953.062500 Penalty: 2230.369873
	Iteration 0F: 2 clusters Score -693953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -687517.562500 Penalty: 4460.739746
	Iteration 0F: 3 clusters Score -687517.6 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -689271.125000 Penalty: 4460.739746
	Iteration 1F: 3 clusters Score -689271.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -689514.875000 Penalty: 4460.739746
	Iteration 2F: 3 clusters Score -689514.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -689683.250000 Penalty: 4460.739746
	Iteration 3Q: 3 clusters Score -689683.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -689822.312500 Penalty: 4460.739746
	Iteration 4Q: 3 clusters Score -689822.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -689928.562500 Penalty: 4460.739746
	Iteration 5Q: 3 clusters Score -689928.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -690043.250000 Penalty: 4460.739746
	Iteration 6Q: 3 clusters Score -690043.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -690162.250000 Penalty: 4460.739746
	Iteration 7Q: 3 clusters Score -690162.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -690297.375000 Penalty: 4460.739746
	Iteration 8Q: 3 clusters Score -690297.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -690481.125000 Penalty: 4460.739746
	Iteration 9Q: 3 clusters Score -690481.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -690729.062500 Penalty: 4460.739746
	Iteration 10Q: 3 clusters Score -690729.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -691076.312500 Penalty: 4460.739746
	Iteration 11Q: 3 clusters Score -691076.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -691521.625000 Penalty: 4460.739746
	Iteration 12F: 3 clusters Score -691521.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -691955.687500 Penalty: 4460.739746
	Iteration 13F: 3 clusters Score -691955.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -692369.750000 Penalty: 4460.739746
	Iteration 14Q: 3 clusters Score -692369.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -692761.812500 Penalty: 4460.739746
	Iteration 15Q: 3 clusters Score -692761.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -693032.875000 Penalty: 4460.739746
	Iteration 16Q: 3 clusters Score -693032.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -693174.500000 Penalty: 4460.739746
	Iteration 17Q: 3 clusters Score -693174.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -693242.375000 Penalty: 4460.739746
	Iteration 18Q: 3 clusters Score -693242.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -693265.062500 Penalty: 4460.739746
	Iteration 19Q: 3 clusters Score -693265.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -693275.562500 Penalty: 4460.739746
	Iteration 20F: 3 clusters Score -693275.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -693284.437500 Penalty: 4460.739746
	Iteration 21Q: 3 clusters Score -693284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -693286.125000 Penalty: 4460.739746
	Iteration 22Q: 3 clusters Score -693286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -693288.250000 Penalty: 4460.739746
	Iteration 23Q: 3 clusters Score -693288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -693288.187500 Penalty: 4460.739746
	Iteration 24Q: 3 clusters Score -693288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -693288.562500 Penalty: 4460.739746
	Iteration 25Q: 3 clusters Score -693288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -693288.562500 Penalty: 4460.739746
	Iteration 26F: 3 clusters Score -693288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 251815 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 7539 members 
Mstep: Class 8 contains 166387 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 26570 members 
Mstep: Class 17 contains 438734 members 
Mstep: Class 18 contains 22653 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 39101 members 
Mstep: Class 21 contains 8050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93596432.000000 Penalty: 75653.609375
Iteration 39Q: 23 clusters Score -9.359643e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 252891 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 165998 members 
Mstep: Class 9 contains 18153 members 
Mstep: Class 10 contains 3423 members 
Mstep: Class 11 contains 9550 members 
Mstep: Class 12 contains 5314 members 
Mstep: Class 13 contains 4445 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 26654 members 
Mstep: Class 17 contains 438955 members 
Mstep: Class 18 contains 22981 members 
Mstep: Class 19 contains 12309 members 
Mstep: Class 20 contains 39112 members 
Mstep: Class 21 contains 8077 members 
Mstep: Class 22 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93601904.000000 Penalty: 75653.609375
Iteration 40F: 23 clusters Score -9.36019e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 252833 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 14503 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 164938 members 
Mstep: Class 9 contains 18279 members 
Mstep: Class 10 contains 3422 members 
Mstep: Class 11 contains 9388 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 3874 members 
Mstep: Class 14 contains 5196 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 16 contains 26697 members 
Mstep: Class 17 contains 438318 members 
Mstep: Class 18 contains 23751 members 
Mstep: Class 19 contains 12514 members 
Mstep: Class 20 contains 39087 members 
Mstep: Class 21 contains 8075 members 
Mstep: Class 22 contains 7873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93604392.000000 Penalty: 75653.609375
Iteration 41Q: 23 clusters Score -9.360439e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252823 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 14474 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 7408 members 
Mstep: Class 8 contains 164118 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 3424 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 6642 members 
Mstep: Class 13 contains 3399 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 26721 members 
Mstep: Class 17 contains 437948 members 
Mstep: Class 18 contains 24363 members 
Mstep: Class 19 contains 12729 members 
Mstep: Class 20 contains 39091 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93605696.000000 Penalty: 75653.609375
Iteration 42Q: 23 clusters Score -9.36057e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252785 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 14440 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 7561 members 
Mstep: Class 8 contains 163350 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 3427 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 7072 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 4955 members 
Mstep: Class 15 contains 2900 members 
Mstep: Class 16 contains 26762 members 
Mstep: Class 17 contains 437637 members 
Mstep: Class 18 contains 24938 members 
Mstep: Class 19 contains 12901 members 
Mstep: Class 20 contains 39090 members 
Mstep: Class 21 contains 8091 members 
Mstep: Class 22 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3222.135254 but Gain 3438.796875
Score: -93606960.000000 Penalty: 72214.812500
Iteration 43Q: 22 clusters Score -9.360696e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252730 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 14393 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 7676 members 
Mstep: Class 8 contains 162719 members 
Mstep: Class 9 contains 18193 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 9225 members 
Mstep: Class 12 contains 7428 members 
Mstep: Class 14 contains 4917 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 26798 members 
Mstep: Class 17 contains 440159 members 
Mstep: Class 18 contains 25428 members 
Mstep: Class 19 contains 13061 members 
Mstep: Class 20 contains 39100 members 
Mstep: Class 21 contains 8087 members 
Mstep: Class 22 contains 8611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93610304.000000 Penalty: 72214.812500
Iteration 44Q: 22 clusters Score -9.36103e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252655 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 14346 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 162261 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 3433 members 
Mstep: Class 11 contains 9217 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 26846 members 
Mstep: Class 17 contains 439397 members 
Mstep: Class 18 contains 25898 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 39119 members 
Mstep: Class 21 contains 8136 members 
Mstep: Class 22 contains 8746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611096.000000 Penalty: 72214.812500
Iteration 45Q: 22 clusters Score -9.36111e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252569 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 14287 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 7894 members 
Mstep: Class 8 contains 161877 members 
Mstep: Class 9 contains 18082 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 9198 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 14 contains 4856 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 26887 members 
Mstep: Class 17 contains 438837 members 
Mstep: Class 18 contains 26271 members 
Mstep: Class 19 contains 13580 members 
Mstep: Class 20 contains 39128 members 
Mstep: Class 21 contains 8167 members 
Mstep: Class 22 contains 8878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611688.000000 Penalty: 72214.812500
Iteration 46Q: 22 clusters Score -9.361169e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252493 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 7994 members 
Mstep: Class 8 contains 161575 members 
Mstep: Class 9 contains 18021 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 2960 members 
Mstep: Class 16 contains 26918 members 
Mstep: Class 17 contains 438397 members 
Mstep: Class 18 contains 26582 members 
Mstep: Class 19 contains 13776 members 
Mstep: Class 20 contains 39134 members 
Mstep: Class 21 contains 8156 members 
Mstep: Class 22 contains 8985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611872.000000 Penalty: 72214.812500
Iteration 47Q: 22 clusters Score -9.361187e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252442 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 14191 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 161320 members 
Mstep: Class 9 contains 17943 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9195 members 
Mstep: Class 12 contains 8290 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 26935 members 
Mstep: Class 17 contains 438044 members 
Mstep: Class 18 contains 26880 members 
Mstep: Class 19 contains 13925 members 
Mstep: Class 20 contains 39140 members 
Mstep: Class 21 contains 8138 members 
Mstep: Class 22 contains 9062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612240.000000 Penalty: 72214.812500
Iteration 48Q: 22 clusters Score -9.361224e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252383 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 14156 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8157 members 
Mstep: Class 8 contains 161097 members 
Mstep: Class 9 contains 17876 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9196 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 26930 members 
Mstep: Class 17 contains 437756 members 
Mstep: Class 18 contains 27123 members 
Mstep: Class 19 contains 14035 members 
Mstep: Class 20 contains 39142 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 9118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612408.000000 Penalty: 72214.812500
Iteration 49Q: 22 clusters Score -9.361241e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252310 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 160908 members 
Mstep: Class 9 contains 17806 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 26940 members 
Mstep: Class 17 contains 437538 members 
Mstep: Class 18 contains 27307 members 
Mstep: Class 19 contains 14138 members 
Mstep: Class 20 contains 39142 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 9161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612416.000000 Penalty: 72214.812500
Iteration 50Q: 22 clusters Score -9.361242e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252275 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 14103 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 160750 members 
Mstep: Class 9 contains 17767 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 8659 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 26952 members 
Mstep: Class 17 contains 437374 members 
Mstep: Class 18 contains 27454 members 
Mstep: Class 19 contains 14196 members 
Mstep: Class 20 contains 39144 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612400.000000 Penalty: 72214.812500
Iteration 51Q: 22 clusters Score -9.36124e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252294 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 14074 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2514 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8331 members 
Mstep: Class 8 contains 160620 members 
Mstep: Class 9 contains 17721 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 26954 members 
Mstep: Class 17 contains 437247 members 
Mstep: Class 18 contains 27578 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 39150 members 
Mstep: Class 21 contains 8115 members 
Mstep: Class 22 contains 9237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612416.000000 Penalty: 72214.812500
Iteration 52Q: 22 clusters Score -9.361242e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252287 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8372 members 
Mstep: Class 8 contains 160530 members 
Mstep: Class 9 contains 17679 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9173 members 
Mstep: Class 12 contains 8780 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 26952 members 
Mstep: Class 17 contains 437137 members 
Mstep: Class 18 contains 27674 members 
Mstep: Class 19 contains 14300 members 
Mstep: Class 20 contains 39155 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612456.000000 Penalty: 72214.812500
Iteration 53Q: 22 clusters Score -9.361246e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252275 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 14022 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8394 members 
Mstep: Class 8 contains 160456 members 
Mstep: Class 9 contains 17637 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9162 members 
Mstep: Class 12 contains 8830 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 26952 members 
Mstep: Class 17 contains 437036 members 
Mstep: Class 18 contains 27758 members 
Mstep: Class 19 contains 14365 members 
Mstep: Class 20 contains 39164 members 
Mstep: Class 21 contains 8107 members 
Mstep: Class 22 contains 9280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612552.000000 Penalty: 72214.812500
Iteration 54Q: 22 clusters Score -9.361255e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252320 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8416 members 
Mstep: Class 8 contains 160398 members 
Mstep: Class 9 contains 17570 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 8863 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 26952 members 
Mstep: Class 17 contains 436960 members 
Mstep: Class 18 contains 27825 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 39166 members 
Mstep: Class 21 contains 8113 members 
Mstep: Class 22 contains 9299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612464.000000 Penalty: 72214.812500
Iteration 55Q: 22 clusters Score -9.361246e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252337 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13970 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 160345 members 
Mstep: Class 9 contains 17509 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 8897 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 26949 members 
Mstep: Class 17 contains 436922 members 
Mstep: Class 18 contains 27890 members 
Mstep: Class 19 contains 14402 members 
Mstep: Class 20 contains 39165 members 
Mstep: Class 21 contains 8121 members 
Mstep: Class 22 contains 9324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612656.000000 Penalty: 72214.812500
Iteration 56Q: 22 clusters Score -9.361266e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252344 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13947 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8437 members 
Mstep: Class 8 contains 160287 members 
Mstep: Class 9 contains 17471 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 8932 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 26944 members 
Mstep: Class 17 contains 436880 members 
Mstep: Class 18 contains 27945 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 39166 members 
Mstep: Class 21 contains 8124 members 
Mstep: Class 22 contains 9346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612568.000000 Penalty: 72214.812500
Iteration 57Q: 22 clusters Score -9.361257e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252361 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13921 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8445 members 
Mstep: Class 8 contains 160238 members 
Mstep: Class 9 contains 17428 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9145 members 
Mstep: Class 12 contains 8961 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 436850 members 
Mstep: Class 18 contains 27999 members 
Mstep: Class 19 contains 14430 members 
Mstep: Class 20 contains 39168 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 9365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612552.000000 Penalty: 72214.812500
Iteration 58Q: 22 clusters Score -9.361255e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252376 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13896 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8451 members 
Mstep: Class 8 contains 160200 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 8984 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 26931 members 
Mstep: Class 17 contains 436822 members 
Mstep: Class 18 contains 28041 members 
Mstep: Class 19 contains 14440 members 
Mstep: Class 20 contains 39172 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612544.000000 Penalty: 72214.812500
Iteration 59Q: 22 clusters Score -9.361254e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 252410 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13877 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8460 members 
Mstep: Class 8 contains 160152 members 
Mstep: Class 9 contains 17326 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9143 members 
Mstep: Class 12 contains 9000 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 26924 members 
Mstep: Class 17 contains 436813 members 
Mstep: Class 18 contains 28085 members 
Mstep: Class 19 contains 14445 members 
Mstep: Class 20 contains 39175 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 9390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612656.000000 Penalty: 72214.812500
Iteration 60F: 22 clusters Score -9.361266e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 252471 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8467 members 
Mstep: Class 8 contains 160111 members 
Mstep: Class 9 contains 17258 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 9015 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 26922 members 
Mstep: Class 17 contains 436797 members 
Mstep: Class 18 contains 28118 members 
Mstep: Class 19 contains 14453 members 
Mstep: Class 20 contains 39177 members 
Mstep: Class 21 contains 8129 members 
Mstep: Class 22 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612560.000000 Penalty: 72214.812500
Iteration 61Q: 22 clusters Score -9.361256e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 252518 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13842 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8473 members 
Mstep: Class 8 contains 160074 members 
Mstep: Class 9 contains 17206 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 9034 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 26921 members 
Mstep: Class 17 contains 436787 members 
Mstep: Class 18 contains 28147 members 
Mstep: Class 19 contains 14454 members 
Mstep: Class 20 contains 39177 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 9398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612744.000000 Penalty: 72214.812500
Iteration 62Q: 22 clusters Score -9.361274e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 252564 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13828 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8483 members 
Mstep: Class 8 contains 160048 members 
Mstep: Class 9 contains 17142 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 9053 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 26916 members 
Mstep: Class 17 contains 436769 members 
Mstep: Class 18 contains 28161 members 
Mstep: Class 19 contains 14464 members 
Mstep: Class 20 contains 39176 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 9404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612832.000000 Penalty: 72214.812500
Iteration 63Q: 22 clusters Score -9.361283e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 252610 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13818 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8481 members 
Mstep: Class 8 contains 160023 members 
Mstep: Class 9 contains 17065 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 9077 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 26919 members 
Mstep: Class 17 contains 436738 members 
Mstep: Class 18 contains 28184 members 
Mstep: Class 19 contains 14478 members 
Mstep: Class 20 contains 39173 members 
Mstep: Class 21 contains 8127 members 
Mstep: Class 22 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612920.000000 Penalty: 72214.812500
Iteration 64Q: 22 clusters Score -9.361292e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 252664 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13809 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8494 members 
Mstep: Class 8 contains 159986 members 
Mstep: Class 9 contains 16947 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9152 members 
Mstep: Class 12 contains 9098 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 26920 members 
Mstep: Class 17 contains 436735 members 
Mstep: Class 18 contains 28214 members 
Mstep: Class 19 contains 14487 members 
Mstep: Class 20 contains 39175 members 
Mstep: Class 21 contains 8123 members 
Mstep: Class 22 contains 9422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612944.000000 Penalty: 72214.812500
Iteration 65Q: 22 clusters Score -9.361294e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 252753 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8511 members 
Mstep: Class 8 contains 159946 members 
Mstep: Class 9 contains 16823 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 26924 members 
Mstep: Class 17 contains 436734 members 
Mstep: Class 18 contains 28235 members 
Mstep: Class 19 contains 14491 members 
Mstep: Class 20 contains 39171 members 
Mstep: Class 21 contains 8120 members 
Mstep: Class 22 contains 9430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612800.000000 Penalty: 72214.812500
Iteration 66Q: 22 clusters Score -9.36128e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 252862 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8517 members 
Mstep: Class 8 contains 159900 members 
Mstep: Class 9 contains 16685 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 26918 members 
Mstep: Class 17 contains 436727 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 39170 members 
Mstep: Class 21 contains 8120 members 
Mstep: Class 22 contains 9437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612896.000000 Penalty: 72214.812500
Iteration 67Q: 22 clusters Score -9.36129e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 252964 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13783 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8521 members 
Mstep: Class 8 contains 159878 members 
Mstep: Class 9 contains 16545 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9147 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 26910 members 
Mstep: Class 17 contains 436717 members 
Mstep: Class 18 contains 28290 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 39168 members 
Mstep: Class 21 contains 8119 members 
Mstep: Class 22 contains 9448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612944.000000 Penalty: 72214.812500
Iteration 68Q: 22 clusters Score -9.361294e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253057 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13773 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8524 members 
Mstep: Class 8 contains 159850 members 
Mstep: Class 9 contains 16413 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 9150 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 26905 members 
Mstep: Class 17 contains 436711 members 
Mstep: Class 18 contains 28327 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 39168 members 
Mstep: Class 21 contains 8123 members 
Mstep: Class 22 contains 9453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613120.000000 Penalty: 72214.812500
Iteration 69Q: 22 clusters Score -9.361312e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253158 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13766 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8522 members 
Mstep: Class 8 contains 159848 members 
Mstep: Class 9 contains 16229 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9142 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 26900 members 
Mstep: Class 17 contains 436705 members 
Mstep: Class 18 contains 28353 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 39166 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613056.000000 Penalty: 72214.812500
Iteration 70Q: 22 clusters Score -9.361306e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253242 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8527 members 
Mstep: Class 8 contains 159845 members 
Mstep: Class 9 contains 16044 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 26898 members 
Mstep: Class 17 contains 436696 members 
Mstep: Class 18 contains 28376 members 
Mstep: Class 19 contains 14512 members 
Mstep: Class 20 contains 39163 members 
Mstep: Class 21 contains 8125 members 
Mstep: Class 22 contains 9470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613144.000000 Penalty: 72214.812500
Iteration 71Q: 22 clusters Score -9.361314e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253351 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 159839 members 
Mstep: Class 9 contains 15832 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9137 members 
Mstep: Class 12 contains 9189 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 26892 members 
Mstep: Class 17 contains 436690 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 39160 members 
Mstep: Class 21 contains 8123 members 
Mstep: Class 22 contains 9480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613480.000000 Penalty: 72214.812500
Iteration 72Q: 22 clusters Score -9.361348e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253460 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13747 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 3195 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 159813 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 9203 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 26894 members 
Mstep: Class 17 contains 436690 members 
Mstep: Class 18 contains 28465 members 
Mstep: Class 19 contains 14517 members 
Mstep: Class 20 contains 39156 members 
Mstep: Class 21 contains 8122 members 
Mstep: Class 22 contains 9495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613688.000000 Penalty: 72214.812500
Iteration 73Q: 22 clusters Score -9.361369e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253541 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13740 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 159799 members 
Mstep: Class 9 contains 15384 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 9219 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 26893 members 
Mstep: Class 17 contains 436688 members 
Mstep: Class 18 contains 28526 members 
Mstep: Class 19 contains 14521 members 
Mstep: Class 20 contains 39150 members 
Mstep: Class 21 contains 8120 members 
Mstep: Class 22 contains 9503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614032.000000 Penalty: 72214.812500
Iteration 74Q: 22 clusters Score -9.361403e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253621 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8545 members 
Mstep: Class 8 contains 159761 members 
Mstep: Class 9 contains 15219 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 26881 members 
Mstep: Class 17 contains 436688 members 
Mstep: Class 18 contains 28571 members 
Mstep: Class 19 contains 14522 members 
Mstep: Class 20 contains 39150 members 
Mstep: Class 21 contains 8120 members 
Mstep: Class 22 contains 9511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614336.000000 Penalty: 72214.812500
Iteration 75Q: 22 clusters Score -9.361434e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253736 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 13719 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8545 members 
Mstep: Class 8 contains 159737 members 
Mstep: Class 9 contains 15053 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9142 members 
Mstep: Class 12 contains 9248 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 26863 members 
Mstep: Class 17 contains 436678 members 
Mstep: Class 18 contains 28610 members 
Mstep: Class 19 contains 14527 members 
Mstep: Class 20 contains 39150 members 
Mstep: Class 21 contains 8117 members 
Mstep: Class 22 contains 9516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614600.000000 Penalty: 72214.812500
Iteration 76Q: 22 clusters Score -9.36146e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253814 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 13709 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3414 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 159685 members 
Mstep: Class 9 contains 14947 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 9262 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 26863 members 
Mstep: Class 17 contains 436668 members 
Mstep: Class 18 contains 28645 members 
Mstep: Class 19 contains 14532 members 
Mstep: Class 20 contains 39152 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 9513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614624.000000 Penalty: 72214.812500
Iteration 77Q: 22 clusters Score -9.361462e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253876 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 13705 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 159664 members 
Mstep: Class 9 contains 14853 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9145 members 
Mstep: Class 12 contains 9276 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 26854 members 
Mstep: Class 17 contains 436662 members 
Mstep: Class 18 contains 28680 members 
Mstep: Class 19 contains 14533 members 
Mstep: Class 20 contains 39152 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 9502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614800.000000 Penalty: 72214.812500
Iteration 78Q: 22 clusters Score -9.36148e+07 nChanged 696
Entering ConstructFrom: 
Score: -93614800.000000 Penalty: 72214.812500
Entering ConstructFrom: 
Trying to split cluster 1 (253937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253937 members 
Entering Unmasked Estep 
Score: -23089726.000000 Penalty: 3086.320557
	Iteration 0F: 2 clusters Score -2.308973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127054 members 
Mstep: Class 2 contains 126883 members 
Entering Unmasked Estep 
Score: -22919196.000000 Penalty: 6172.641113
	Iteration 0F: 3 clusters Score -2.29192e+07 nChanged 122968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130394 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -22991384.000000 Penalty: 6172.641113
	Iteration 1F: 3 clusters Score -2.299138e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132677 members 
Mstep: Class 2 contains 121260 members 
Entering Unmasked Estep 
Score: -22992738.000000 Penalty: 6172.641113
	Iteration 2Q: 3 clusters Score -2.299274e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136318 members 
Mstep: Class 2 contains 117619 members 
Entering Unmasked Estep 
Score: -22994516.000000 Penalty: 6172.641113
	Iteration 3Q: 3 clusters Score -2.299452e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 111934 members 
Entering Unmasked Estep 
Score: -22997200.000000 Penalty: 6172.641113
	Iteration 4Q: 3 clusters Score -2.29972e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150709 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -23001862.000000 Penalty: 6172.641113
	Iteration 5Q: 3 clusters Score -2.300186e+07 nChanged 14658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163237 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -23010076.000000 Penalty: 6172.641113
	Iteration 6F: 3 clusters Score -2.301008e+07 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179504 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -23022888.000000 Penalty: 6172.641113
	Iteration 7F: 3 clusters Score -2.302289e+07 nChanged 19404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197894 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -23039254.000000 Penalty: 6172.641113
	Iteration 8F: 3 clusters Score -2.303925e+07 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215211 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -23055546.000000 Penalty: 6172.641113
	Iteration 9F: 3 clusters Score -2.305555e+07 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228598 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -23068016.000000 Penalty: 6172.641113
	Iteration 10F: 3 clusters Score -2.306802e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237315 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -23075988.000000 Penalty: 6172.641113
	Iteration 11Q: 3 clusters Score -2.307599e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242678 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -23080410.000000 Penalty: 6172.641113
	Iteration 12Q: 3 clusters Score -2.308041e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245887 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -23083100.000000 Penalty: 6172.641113
	Iteration 13Q: 3 clusters Score -2.30831e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247857 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -23084540.000000 Penalty: 6172.641113
	Iteration 14Q: 3 clusters Score -2.308454e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249137 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -23085456.000000 Penalty: 6172.641113
	Iteration 15Q: 3 clusters Score -2.308546e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250005 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -23086070.000000 Penalty: 6172.641113
	Iteration 16Q: 3 clusters Score -2.308607e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250566 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -23086352.000000 Penalty: 6172.641113
	Iteration 17Q: 3 clusters Score -2.308635e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250941 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -23086604.000000 Penalty: 6172.641113
	Iteration 18Q: 3 clusters Score -2.30866e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251221 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -23086784.000000 Penalty: 6172.641113
	Iteration 19Q: 3 clusters Score -2.308678e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -23086934.000000 Penalty: 6172.641113
	Iteration 20F: 3 clusters Score -2.308693e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251608 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -23087050.000000 Penalty: 6172.641113
	Iteration 21Q: 3 clusters Score -2.308705e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251729 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -23087118.000000 Penalty: 6172.641113
	Iteration 22Q: 3 clusters Score -2.308712e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251814 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -23087180.000000 Penalty: 6172.641113
	Iteration 23Q: 3 clusters Score -2.308718e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251864 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -23087218.000000 Penalty: 6172.641113
	Iteration 24Q: 3 clusters Score -2.308722e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251916 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -23087264.000000 Penalty: 6172.641113
	Iteration 25Q: 3 clusters Score -2.308726e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251974 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -23087296.000000 Penalty: 6172.641113
	Iteration 26Q: 3 clusters Score -2.30873e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252014 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -23087310.000000 Penalty: 6172.641113
	Iteration 27Q: 3 clusters Score -2.308731e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252037 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -23087354.000000 Penalty: 6172.641113
	Iteration 28Q: 3 clusters Score -2.308735e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252065 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -23087368.000000 Penalty: 6172.641113
	Iteration 29Q: 3 clusters Score -2.308737e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252083 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -23087416.000000 Penalty: 6172.641113
	Iteration 30Q: 3 clusters Score -2.308742e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252108 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -23087430.000000 Penalty: 6172.641113
	Iteration 31Q: 3 clusters Score -2.308743e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252127 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -23087478.000000 Penalty: 6172.641113
	Iteration 32Q: 3 clusters Score -2.308748e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252140 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -23087522.000000 Penalty: 6172.641113
	Iteration 33Q: 3 clusters Score -2.308752e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252158 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23087562.000000 Penalty: 6172.641113
	Iteration 34Q: 3 clusters Score -2.308756e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252189 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -23087596.000000 Penalty: 6172.641113
	Iteration 35Q: 3 clusters Score -2.30876e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252203 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23087680.000000 Penalty: 6172.641113
	Iteration 36Q: 3 clusters Score -2.308768e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252224 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23087690.000000 Penalty: 6172.641113
	Iteration 37Q: 3 clusters Score -2.308769e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252235 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -23087730.000000 Penalty: 6172.641113
	Iteration 38Q: 3 clusters Score -2.308773e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252248 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -23087728.000000 Penalty: 6172.641113
	Iteration 39Q: 3 clusters Score -2.308773e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252255 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23087776.000000 Penalty: 6172.641113
	Iteration 40F: 3 clusters Score -2.308778e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252270 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23087786.000000 Penalty: 6172.641113
	Iteration 41Q: 3 clusters Score -2.308779e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252288 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23087818.000000 Penalty: 6172.641113
	Iteration 42Q: 3 clusters Score -2.308782e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252290 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -23087838.000000 Penalty: 6172.641113
	Iteration 43Q: 3 clusters Score -2.308784e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252286 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -23087868.000000 Penalty: 6172.641113
	Iteration 44Q: 3 clusters Score -2.308787e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252281 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -23087892.000000 Penalty: 6172.641113
	Iteration 45Q: 3 clusters Score -2.308789e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252278 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -23087904.000000 Penalty: 6172.641113
	Iteration 46Q: 3 clusters Score -2.30879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252270 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23087902.000000 Penalty: 6172.641113
	Iteration 47Q: 3 clusters Score -2.30879e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252255 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23087950.000000 Penalty: 6172.641113
	Iteration 48Q: 3 clusters Score -2.308795e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252246 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -23087938.000000 Penalty: 6172.641113
	Iteration 49Q: 3 clusters Score -2.308794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252236 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23087932.000000 Penalty: 6172.641113
	Iteration 50Q: 3 clusters Score -2.308793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252220 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -23087944.000000 Penalty: 6172.641113
	Iteration 51Q: 3 clusters Score -2.308794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252214 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -23087968.000000 Penalty: 6172.641113
	Iteration 52Q: 3 clusters Score -2.308797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252201 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -23087970.000000 Penalty: 6172.641113
	Iteration 53Q: 3 clusters Score -2.308797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252192 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -23087960.000000 Penalty: 6172.641113
	Iteration 54Q: 3 clusters Score -2.308796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252184 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -23087998.000000 Penalty: 6172.641113
	Iteration 55Q: 3 clusters Score -2.3088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252182 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23087988.000000 Penalty: 6172.641113
	Iteration 56Q: 3 clusters Score -2.308799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252182 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23087986.000000 Penalty: 6172.641113
	Iteration 57Q: 3 clusters Score -2.308799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252174 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23087994.000000 Penalty: 6172.641113
	Iteration 58Q: 3 clusters Score -2.308799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252172 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -23087996.000000 Penalty: 6172.641113
	Iteration 59Q: 3 clusters Score -2.3088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252171 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23087998.000000 Penalty: 6172.641113
	Iteration 60F: 3 clusters Score -2.3088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252169 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23087984.000000 Penalty: 6172.641113
	Iteration 61Q: 3 clusters Score -2.308798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252170 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23087992.000000 Penalty: 6172.641113
	Iteration 62Q: 3 clusters Score -2.308799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252171 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23087990.000000 Penalty: 6172.641113
	Iteration 63Q: 3 clusters Score -2.308799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252172 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -23087998.000000 Penalty: 6172.641113
	Iteration 64Q: 3 clusters Score -2.3088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252174 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23087998.000000 Penalty: 6172.641113
	Iteration 65Q: 3 clusters Score -2.3088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252174 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23087998.000000 Penalty: 6172.641113
	Iteration 66F: 3 clusters Score -2.3088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -45171.871094 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -45171.87 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 307 members 
Entering Unmasked Estep 
Score: -43632.304688 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -43632.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44001.714844 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -44001.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44168.230469 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -44168.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44240.433594 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -44240.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44281.031250 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -44281.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44316.117188 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -44316.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44344.804688 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -44344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44362.320312 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -44362.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44368.695312 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -44368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44369.753906 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -44369.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44369.753906 Penalty: 3168.726318
	Iteration 10F: 3 clusters Score -44369.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Entering Unmasked Estep 
Score: -1185260.750000 Penalty: 2362.273682
	Iteration 0F: 2 clusters Score -1185261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1175331.750000 Penalty: 4724.547363
	Iteration 0F: 3 clusters Score -1175332 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1178619.375000 Penalty: 4724.547363
	Iteration 1F: 3 clusters Score -1178619 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1179296.000000 Penalty: 4724.547363
	Iteration 2F: 3 clusters Score -1179296 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1180008.000000 Penalty: 4724.547363
	Iteration 3F: 3 clusters Score -1180008 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1180645.875000 Penalty: 4724.547363
	Iteration 4F: 3 clusters Score -1180646 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1181284.250000 Penalty: 4724.547363
	Iteration 5F: 3 clusters Score -1181284 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1181924.375000 Penalty: 4724.547363
	Iteration 6F: 3 clusters Score -1181924 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1182542.125000 Penalty: 4724.547363
	Iteration 7F: 3 clusters Score -1182542 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1183012.625000 Penalty: 4724.547363
	Iteration 8F: 3 clusters Score -1183013 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1183364.375000 Penalty: 4724.547363
	Iteration 9Q: 3 clusters Score -1183364 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1183602.125000 Penalty: 4724.547363
	Iteration 10Q: 3 clusters Score -1183602 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1183789.875000 Penalty: 4724.547363
	Iteration 11Q: 3 clusters Score -1183790 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1183919.125000 Penalty: 4724.547363
	Iteration 12Q: 3 clusters Score -1183919 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1184025.375000 Penalty: 4724.547363
	Iteration 13Q: 3 clusters Score -1184025 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1184093.500000 Penalty: 4724.547363
	Iteration 14Q: 3 clusters Score -1184094 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1184144.375000 Penalty: 4724.547363
	Iteration 15Q: 3 clusters Score -1184144 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1184185.000000 Penalty: 4724.547363
	Iteration 16Q: 3 clusters Score -1184185 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1184226.625000 Penalty: 4724.547363
	Iteration 17Q: 3 clusters Score -1184227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1184254.375000 Penalty: 4724.547363
	Iteration 18Q: 3 clusters Score -1184254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1184290.250000 Penalty: 4724.547363
	Iteration 19Q: 3 clusters Score -1184290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1184320.125000 Penalty: 4724.547363
	Iteration 20F: 3 clusters Score -1184320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1184350.375000 Penalty: 4724.547363
	Iteration 21Q: 3 clusters Score -1184350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1184370.125000 Penalty: 4724.547363
	Iteration 22Q: 3 clusters Score -1184370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1184384.500000 Penalty: 4724.547363
	Iteration 23Q: 3 clusters Score -1184384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1184403.375000 Penalty: 4724.547363
	Iteration 24Q: 3 clusters Score -1184403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1184417.125000 Penalty: 4724.547363
	Iteration 25Q: 3 clusters Score -1184417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1184430.000000 Penalty: 4724.547363
	Iteration 26Q: 3 clusters Score -1184430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1184442.625000 Penalty: 4724.547363
	Iteration 27Q: 3 clusters Score -1184443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1184460.875000 Penalty: 4724.547363
	Iteration 28Q: 3 clusters Score -1184461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1184467.375000 Penalty: 4724.547363
	Iteration 29Q: 3 clusters Score -1184467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1184473.000000 Penalty: 4724.547363
	Iteration 30Q: 3 clusters Score -1184473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1184481.250000 Penalty: 4724.547363
	Iteration 31Q: 3 clusters Score -1184481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1184488.500000 Penalty: 4724.547363
	Iteration 32Q: 3 clusters Score -1184488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1184491.125000 Penalty: 4724.547363
	Iteration 33Q: 3 clusters Score -1184491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1184494.250000 Penalty: 4724.547363
	Iteration 34Q: 3 clusters Score -1184494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1184495.750000 Penalty: 4724.547363
	Iteration 35Q: 3 clusters Score -1184496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1184501.375000 Penalty: 4724.547363
	Iteration 36Q: 3 clusters Score -1184501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1184507.750000 Penalty: 4724.547363
	Iteration 37Q: 3 clusters Score -1184508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1184512.250000 Penalty: 4724.547363
	Iteration 38Q: 3 clusters Score -1184512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1184512.250000 Penalty: 4724.547363
	Iteration 39Q: 3 clusters Score -1184512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1184515.375000 Penalty: 4724.547363
	Iteration 40F: 3 clusters Score -1184515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1184516.625000 Penalty: 4724.547363
	Iteration 41Q: 3 clusters Score -1184517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1184516.000000 Penalty: 4724.547363
	Iteration 42Q: 3 clusters Score -1184516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1184517.000000 Penalty: 4724.547363
	Iteration 43Q: 3 clusters Score -1184517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1184517.500000 Penalty: 4724.547363
	Iteration 44Q: 3 clusters Score -1184518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1184520.500000 Penalty: 4724.547363
	Iteration 45Q: 3 clusters Score -1184520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1184520.250000 Penalty: 4724.547363
	Iteration 46Q: 3 clusters Score -1184520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1184517.875000 Penalty: 4724.547363
	Iteration 47Q: 3 clusters Score -1184518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1184519.000000 Penalty: 4724.547363
	Iteration 48Q: 3 clusters Score -1184519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1184519.250000 Penalty: 4724.547363
	Iteration 49Q: 3 clusters Score -1184519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1184522.750000 Penalty: 4724.547363
	Iteration 50Q: 3 clusters Score -1184523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1184524.750000 Penalty: 4724.547363
	Iteration 51Q: 3 clusters Score -1184525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1184523.625000 Penalty: 4724.547363
	Iteration 52Q: 3 clusters Score -1184524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1184522.750000 Penalty: 4724.547363
	Iteration 53Q: 3 clusters Score -1184523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1184527.875000 Penalty: 4724.547363
	Iteration 54Q: 3 clusters Score -1184528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1184528.250000 Penalty: 4724.547363
	Iteration 55Q: 3 clusters Score -1184528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1184528.000000 Penalty: 4724.547363
	Iteration 56Q: 3 clusters Score -1184528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1184532.125000 Penalty: 4724.547363
	Iteration 57Q: 3 clusters Score -1184532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1184533.250000 Penalty: 4724.547363
	Iteration 58Q: 3 clusters Score -1184533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1184534.125000 Penalty: 4724.547363
	Iteration 59Q: 3 clusters Score -1184534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1184534.500000 Penalty: 4724.547363
	Iteration 60F: 3 clusters Score -1184534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1184531.000000 Penalty: 4724.547363
	Iteration 61Q: 3 clusters Score -1184531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1184531.750000 Penalty: 4724.547363
	Iteration 62Q: 3 clusters Score -1184532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1184531.750000 Penalty: 4724.547363
	Iteration 63F: 3 clusters Score -1184532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -121694.039062 Penalty: 1814.339111
	Iteration 0F: 2 clusters Score -121694 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 778 members 
Entering Unmasked Estep 
Score: -119468.164062 Penalty: 3628.678223
	Iteration 0F: 3 clusters Score -119468.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120516.289062 Penalty: 3628.678223
	Iteration 1F: 3 clusters Score -120516.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -121792.398438 Penalty: 3628.678223
	Iteration 2F: 3 clusters Score -121792.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -122312.234375 Penalty: 3628.678223
	Iteration 3F: 3 clusters Score -122312.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -122450.109375 Penalty: 3628.678223
	Iteration 4F: 3 clusters Score -122450.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -122539.023438 Penalty: 3628.678223
	Iteration 5Q: 3 clusters Score -122539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -122600.593750 Penalty: 3628.678223
	Iteration 6Q: 3 clusters Score -122600.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -122635.351562 Penalty: 3628.678223
	Iteration 7Q: 3 clusters Score -122635.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -122661.445312 Penalty: 3628.678223
	Iteration 8Q: 3 clusters Score -122661.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -122692.304688 Penalty: 3628.678223
	Iteration 9Q: 3 clusters Score -122692.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -122716.804688 Penalty: 3628.678223
	Iteration 10Q: 3 clusters Score -122716.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -122740.148438 Penalty: 3628.678223
	Iteration 11Q: 3 clusters Score -122740.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -122765.976562 Penalty: 3628.678223
	Iteration 12Q: 3 clusters Score -122766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -122791.039062 Penalty: 3628.678223
	Iteration 13Q: 3 clusters Score -122791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -122809.226562 Penalty: 3628.678223
	Iteration 14Q: 3 clusters Score -122809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -122840.882812 Penalty: 3628.678223
	Iteration 15Q: 3 clusters Score -122840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -122883.523438 Penalty: 3628.678223
	Iteration 16Q: 3 clusters Score -122883.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -122937.703125 Penalty: 3628.678223
	Iteration 17Q: 3 clusters Score -122937.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -122975.281250 Penalty: 3628.678223
	Iteration 18Q: 3 clusters Score -122975.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -123014.937500 Penalty: 3628.678223
	Iteration 19Q: 3 clusters Score -123014.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -123090.218750 Penalty: 3628.678223
	Iteration 20F: 3 clusters Score -123090.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -123131.734375 Penalty: 3628.678223
	Iteration 21Q: 3 clusters Score -123131.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -123169.992188 Penalty: 3628.678223
	Iteration 22Q: 3 clusters Score -123170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -123207.015625 Penalty: 3628.678223
	Iteration 23Q: 3 clusters Score -123207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -123265.562500 Penalty: 3628.678223
	Iteration 24Q: 3 clusters Score -123265.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -123303.734375 Penalty: 3628.678223
	Iteration 25Q: 3 clusters Score -123303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -123314.250000 Penalty: 3628.678223
	Iteration 26Q: 3 clusters Score -123314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -123317.960938 Penalty: 3628.678223
	Iteration 27Q: 3 clusters Score -123318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -123319.570312 Penalty: 3628.678223
	Iteration 28Q: 3 clusters Score -123319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -123325.343750 Penalty: 3628.678223
	Iteration 29Q: 3 clusters Score -123325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -123334.359375 Penalty: 3628.678223
	Iteration 30Q: 3 clusters Score -123334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -123343.242188 Penalty: 3628.678223
	Iteration 31Q: 3 clusters Score -123343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -123350.796875 Penalty: 3628.678223
	Iteration 32Q: 3 clusters Score -123350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -123351.515625 Penalty: 3628.678223
	Iteration 33Q: 3 clusters Score -123351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -123352.546875 Penalty: 3628.678223
	Iteration 34F: 3 clusters Score -123352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -123355.046875 Penalty: 3628.678223
	Iteration 35Q: 3 clusters Score -123355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -123355.046875 Penalty: 3628.678223
	Iteration 36F: 3 clusters Score -123355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253937 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 3479 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 159614 members 
Mstep: Class 9 contains 14799 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 9290 members 
Mstep: Class 13 contains 1057 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 26844 members 
Mstep: Class 17 contains 436652 members 
Mstep: Class 18 contains 28710 members 
Mstep: Class 19 contains 14536 members 
Mstep: Class 20 contains 39149 members 
Mstep: Class 21 contains 8110 members 
Mstep: Class 22 contains 9511 members 
Entering Unmasked Estep 
Score: -93614488.000000 Penalty: 75653.609375
Splitting cluster 4 changes total score from -93614800.000000 to -93614488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -311666.156250 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -311666.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -308154.062500 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -308154.1 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -308916.812500 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -308916.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -309135.218750 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -309135.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -309293.437500 Penalty: 4044.632080
	Iteration 3F: 3 clusters Score -309293.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -309431.062500 Penalty: 4044.632080
	Iteration 4Q: 3 clusters Score -309431.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -309558.031250 Penalty: 4044.632080
	Iteration 5Q: 3 clusters Score -309558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -309707.718750 Penalty: 4044.632080
	Iteration 6Q: 3 clusters Score -309707.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -309858.031250 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -309858 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -309999.343750 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -309999.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -310114.593750 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -310114.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -310201.281250 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -310201.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -310261.375000 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -310261.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -310299.812500 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -310299.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -310321.593750 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -310321.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -310337.156250 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -310337.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -310352.375000 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -310352.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -310362.562500 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -310362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -310369.718750 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -310369.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -310376.218750 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -310376.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -310381.156250 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -310381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -310384.281250 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -310384.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -189194.640625 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -189194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -186449.437500 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -186449.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -188304.515625 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -188304.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -190213.531250 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -190213.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -191052.531250 Penalty: 3875.942383
	Iteration 3F: 3 clusters Score -191052.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -191441.343750 Penalty: 3875.942383
	Iteration 4F: 3 clusters Score -191441.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -191640.000000 Penalty: 3875.942383
	Iteration 5F: 3 clusters Score -191640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -191785.937500 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -191785.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -191960.015625 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -191960 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -192235.796875 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -192235.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -192507.062500 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -192507.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -192662.265625 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -192662.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -192714.546875 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -192714.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -192736.062500 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -192736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -192749.062500 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -192749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -192754.968750 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -192755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -192762.843750 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -192762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -192777.421875 Penalty: 3875.942383
	Iteration 16Q: 3 clusters Score -192777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -192778.375000 Penalty: 3875.942383
	Iteration 17Q: 3 clusters Score -192778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -192781.609375 Penalty: 3875.942383
	Iteration 18F: 3 clusters Score -192781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -192788.265625 Penalty: 3875.942383
	Iteration 19Q: 3 clusters Score -192788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -192798.515625 Penalty: 3875.942383
	Iteration 20F: 3 clusters Score -192798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -192806.500000 Penalty: 3875.942383
	Iteration 21Q: 3 clusters Score -192806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -192816.656250 Penalty: 3875.942383
	Iteration 22Q: 3 clusters Score -192816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -192822.234375 Penalty: 3875.942383
	Iteration 23Q: 3 clusters Score -192822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -192822.234375 Penalty: 3875.942383
	Iteration 24F: 3 clusters Score -192822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253937 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3479 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 159614 members 
Mstep: Class 9 contains 14799 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 9290 members 
Mstep: Class 13 contains 2276 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 26844 members 
Mstep: Class 17 contains 436652 members 
Mstep: Class 18 contains 28710 members 
Mstep: Class 19 contains 14536 members 
Mstep: Class 20 contains 39149 members 
Mstep: Class 21 contains 8110 members 
Mstep: Class 22 contains 9511 members 
Entering Unmasked Estep 
Score: -93617192.000000 Penalty: 75653.609375
Splitting cluster 6 changes total score from -93614800.000000 to -93617192.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (8546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Entering Unmasked Estep 
Score: -725410.250000 Penalty: 2245.198242
	Iteration 0F: 2 clusters Score -725410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -718677.500000 Penalty: 4490.396484
	Iteration 0F: 3 clusters Score -718677.5 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -720615.562500 Penalty: 4490.396484
	Iteration 1F: 3 clusters Score -720615.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -720879.000000 Penalty: 4490.396484
	Iteration 2F: 3 clusters Score -720879 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -721073.187500 Penalty: 4490.396484
	Iteration 3Q: 3 clusters Score -721073.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -721224.500000 Penalty: 4490.396484
	Iteration 4Q: 3 clusters Score -721224.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -721367.500000 Penalty: 4490.396484
	Iteration 5Q: 3 clusters Score -721367.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -721481.312500 Penalty: 4490.396484
	Iteration 6Q: 3 clusters Score -721481.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -721595.500000 Penalty: 4490.396484
	Iteration 7Q: 3 clusters Score -721595.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -721713.000000 Penalty: 4490.396484
	Iteration 8Q: 3 clusters Score -721713 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -721818.375000 Penalty: 4490.396484
	Iteration 9Q: 3 clusters Score -721818.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -721944.812500 Penalty: 4490.396484
	Iteration 10Q: 3 clusters Score -721944.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -722100.375000 Penalty: 4490.396484
	Iteration 11Q: 3 clusters Score -722100.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -722268.687500 Penalty: 4490.396484
	Iteration 12Q: 3 clusters Score -722268.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -722431.875000 Penalty: 4490.396484
	Iteration 13Q: 3 clusters Score -722431.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -722625.125000 Penalty: 4490.396484
	Iteration 14Q: 3 clusters Score -722625.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -722769.187500 Penalty: 4490.396484
	Iteration 15Q: 3 clusters Score -722769.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -722856.500000 Penalty: 4490.396484
	Iteration 16Q: 3 clusters Score -722856.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -722905.375000 Penalty: 4490.396484
	Iteration 17Q: 3 clusters Score -722905.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -722951.125000 Penalty: 4490.396484
	Iteration 18Q: 3 clusters Score -722951.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -722984.687500 Penalty: 4490.396484
	Iteration 19Q: 3 clusters Score -722984.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -723019.437500 Penalty: 4490.396484
	Iteration 20F: 3 clusters Score -723019.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -723040.375000 Penalty: 4490.396484
	Iteration 21Q: 3 clusters Score -723040.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -723062.250000 Penalty: 4490.396484
	Iteration 22Q: 3 clusters Score -723062.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -723083.625000 Penalty: 4490.396484
	Iteration 23Q: 3 clusters Score -723083.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -723101.250000 Penalty: 4490.396484
	Iteration 24Q: 3 clusters Score -723101.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -723115.375000 Penalty: 4490.396484
	Iteration 25Q: 3 clusters Score -723115.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -723127.750000 Penalty: 4490.396484
	Iteration 26Q: 3 clusters Score -723127.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -723141.187500 Penalty: 4490.396484
	Iteration 27Q: 3 clusters Score -723141.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -723151.812500 Penalty: 4490.396484
	Iteration 28Q: 3 clusters Score -723151.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -723163.812500 Penalty: 4490.396484
	Iteration 29Q: 3 clusters Score -723163.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -723176.437500 Penalty: 4490.396484
	Iteration 30Q: 3 clusters Score -723176.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -723186.687500 Penalty: 4490.396484
	Iteration 31Q: 3 clusters Score -723186.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -723193.000000 Penalty: 4490.396484
	Iteration 32Q: 3 clusters Score -723193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -723200.375000 Penalty: 4490.396484
	Iteration 33Q: 3 clusters Score -723200.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -723209.875000 Penalty: 4490.396484
	Iteration 34Q: 3 clusters Score -723209.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -723212.687500 Penalty: 4490.396484
	Iteration 35Q: 3 clusters Score -723212.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -723219.312500 Penalty: 4490.396484
	Iteration 36Q: 3 clusters Score -723219.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -723226.687500 Penalty: 4490.396484
	Iteration 37Q: 3 clusters Score -723226.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -723230.375000 Penalty: 4490.396484
	Iteration 38Q: 3 clusters Score -723230.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -723232.062500 Penalty: 4490.396484
	Iteration 39Q: 3 clusters Score -723232.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -723236.062500 Penalty: 4490.396484
	Iteration 40F: 3 clusters Score -723236.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -723244.812500 Penalty: 4490.396484
	Iteration 41Q: 3 clusters Score -723244.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -723249.312500 Penalty: 4490.396484
	Iteration 42Q: 3 clusters Score -723249.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -723254.250000 Penalty: 4490.396484
	Iteration 43Q: 3 clusters Score -723254.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -723261.687500 Penalty: 4490.396484
	Iteration 44Q: 3 clusters Score -723261.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -723263.250000 Penalty: 4490.396484
	Iteration 45Q: 3 clusters Score -723263.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -723267.437500 Penalty: 4490.396484
	Iteration 46Q: 3 clusters Score -723267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -723270.062500 Penalty: 4490.396484
	Iteration 47Q: 3 clusters Score -723270.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -723275.750000 Penalty: 4490.396484
	Iteration 48Q: 3 clusters Score -723275.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -723278.312500 Penalty: 4490.396484
	Iteration 49Q: 3 clusters Score -723278.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -723279.750000 Penalty: 4490.396484
	Iteration 50Q: 3 clusters Score -723279.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -723283.812500 Penalty: 4490.396484
	Iteration 51Q: 3 clusters Score -723283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -723288.187500 Penalty: 4490.396484
	Iteration 52Q: 3 clusters Score -723288.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -723293.125000 Penalty: 4490.396484
	Iteration 53Q: 3 clusters Score -723293.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -723298.375000 Penalty: 4490.396484
	Iteration 54Q: 3 clusters Score -723298.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -723300.625000 Penalty: 4490.396484
	Iteration 55Q: 3 clusters Score -723300.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -723302.875000 Penalty: 4490.396484
	Iteration 56Q: 3 clusters Score -723302.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -723305.812500 Penalty: 4490.396484
	Iteration 57Q: 3 clusters Score -723305.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -723308.625000 Penalty: 4490.396484
	Iteration 58Q: 3 clusters Score -723308.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -723314.625000 Penalty: 4490.396484
	Iteration 59Q: 3 clusters Score -723314.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -723319.000000 Penalty: 4490.396484
	Iteration 60F: 3 clusters Score -723319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -723321.500000 Penalty: 4490.396484
	Iteration 61Q: 3 clusters Score -723321.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -723326.625000 Penalty: 4490.396484
	Iteration 62Q: 3 clusters Score -723326.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -723332.312500 Penalty: 4490.396484
	Iteration 63Q: 3 clusters Score -723332.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -723340.625000 Penalty: 4490.396484
	Iteration 64Q: 3 clusters Score -723340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -723341.187500 Penalty: 4490.396484
	Iteration 65Q: 3 clusters Score -723341.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -723347.125000 Penalty: 4490.396484
	Iteration 66Q: 3 clusters Score -723347.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -723349.562500 Penalty: 4490.396484
	Iteration 67Q: 3 clusters Score -723349.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -723352.562500 Penalty: 4490.396484
	Iteration 68Q: 3 clusters Score -723352.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -723355.875000 Penalty: 4490.396484
	Iteration 69Q: 3 clusters Score -723355.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -723360.000000 Penalty: 4490.396484
	Iteration 70Q: 3 clusters Score -723360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -723365.250000 Penalty: 4490.396484
	Iteration 71Q: 3 clusters Score -723365.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -723367.687500 Penalty: 4490.396484
	Iteration 72Q: 3 clusters Score -723367.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -723369.875000 Penalty: 4490.396484
	Iteration 73Q: 3 clusters Score -723369.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -723373.125000 Penalty: 4490.396484
	Iteration 74Q: 3 clusters Score -723373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -723374.562500 Penalty: 4490.396484
	Iteration 75Q: 3 clusters Score -723374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -723378.812500 Penalty: 4490.396484
	Iteration 76Q: 3 clusters Score -723378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -723381.250000 Penalty: 4490.396484
	Iteration 77Q: 3 clusters Score -723381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -723380.750000 Penalty: 4490.396484
	Iteration 78Q: 3 clusters Score -723380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -723383.312500 Penalty: 4490.396484
	Iteration 79Q: 3 clusters Score -723383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -723383.625000 Penalty: 4490.396484
	Iteration 80F: 3 clusters Score -723383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -723387.000000 Penalty: 4490.396484
	Iteration 81Q: 3 clusters Score -723387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -723389.062500 Penalty: 4490.396484
	Iteration 82Q: 3 clusters Score -723389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -723392.125000 Penalty: 4490.396484
	Iteration 83Q: 3 clusters Score -723392.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -723397.562500 Penalty: 4490.396484
	Iteration 84Q: 3 clusters Score -723397.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -723403.125000 Penalty: 4490.396484
	Iteration 85Q: 3 clusters Score -723403.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -723407.375000 Penalty: 4490.396484
	Iteration 86Q: 3 clusters Score -723407.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -723411.125000 Penalty: 4490.396484
	Iteration 87Q: 3 clusters Score -723411.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -723415.187500 Penalty: 4490.396484
	Iteration 88Q: 3 clusters Score -723415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -723419.125000 Penalty: 4490.396484
	Iteration 89Q: 3 clusters Score -723419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -723421.500000 Penalty: 4490.396484
	Iteration 90Q: 3 clusters Score -723421.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -723420.812500 Penalty: 4490.396484
	Iteration 91Q: 3 clusters Score -723420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -723421.187500 Penalty: 4490.396484
	Iteration 92Q: 3 clusters Score -723421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -723421.937500 Penalty: 4490.396484
	Iteration 93Q: 3 clusters Score -723421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -723421.125000 Penalty: 4490.396484
	Iteration 94Q: 3 clusters Score -723421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -723421.875000 Penalty: 4490.396484
	Iteration 95Q: 3 clusters Score -723421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -723421.875000 Penalty: 4490.396484
	Iteration 96F: 3 clusters Score -723421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159614 members 
Entering Unmasked Estep 
Score: -14290238.000000 Penalty: 2971.167480
	Iteration 0F: 2 clusters Score -1.429024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -14183344.000000 Penalty: 5942.334961
	Iteration 0F: 3 clusters Score -1.418334e+07 nChanged 76306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -14228288.000000 Penalty: 5942.334961
	Iteration 1F: 3 clusters Score -1.422829e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -14229697.000000 Penalty: 5942.334961
	Iteration 2Q: 3 clusters Score -1.42297e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -14231693.000000 Penalty: 5942.334961
	Iteration 3Q: 3 clusters Score -1.423169e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -14234641.000000 Penalty: 5942.334961
	Iteration 4Q: 3 clusters Score -1.423464e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -14238906.000000 Penalty: 5942.334961
	Iteration 5F: 3 clusters Score -1.423891e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -14244988.000000 Penalty: 5942.334961
	Iteration 6F: 3 clusters Score -1.424499e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -14252748.000000 Penalty: 5942.334961
	Iteration 7F: 3 clusters Score -1.425275e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -14260689.000000 Penalty: 5942.334961
	Iteration 8F: 3 clusters Score -1.426069e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -14267552.000000 Penalty: 5942.334961
	Iteration 9F: 3 clusters Score -1.426755e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133177 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -14272823.000000 Penalty: 5942.334961
	Iteration 10Q: 3 clusters Score -1.427282e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -14276466.000000 Penalty: 5942.334961
	Iteration 11Q: 3 clusters Score -1.427647e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142570 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -14279451.000000 Penalty: 5942.334961
	Iteration 12Q: 3 clusters Score -1.427945e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -14281617.000000 Penalty: 5942.334961
	Iteration 13Q: 3 clusters Score -1.428162e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149171 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -14283408.000000 Penalty: 5942.334961
	Iteration 14Q: 3 clusters Score -1.428341e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151589 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -14284901.000000 Penalty: 5942.334961
	Iteration 15Q: 3 clusters Score -1.42849e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153416 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -14285951.000000 Penalty: 5942.334961
	Iteration 16Q: 3 clusters Score -1.428595e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -14286712.000000 Penalty: 5942.334961
	Iteration 17Q: 3 clusters Score -1.428671e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155761 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -14287171.000000 Penalty: 5942.334961
	Iteration 18Q: 3 clusters Score -1.428717e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156452 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -14287541.000000 Penalty: 5942.334961
	Iteration 19Q: 3 clusters Score -1.428754e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -14287762.000000 Penalty: 5942.334961
	Iteration 20F: 3 clusters Score -1.428776e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157327 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -14287892.000000 Penalty: 5942.334961
	Iteration 21Q: 3 clusters Score -1.428789e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -14287976.000000 Penalty: 5942.334961
	Iteration 22Q: 3 clusters Score -1.428798e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157821 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -14288051.000000 Penalty: 5942.334961
	Iteration 23Q: 3 clusters Score -1.428805e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157957 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -14288126.000000 Penalty: 5942.334961
	Iteration 24Q: 3 clusters Score -1.428813e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -14288186.000000 Penalty: 5942.334961
	Iteration 25Q: 3 clusters Score -1.428819e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158107 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14288220.000000 Penalty: 5942.334961
	Iteration 26Q: 3 clusters Score -1.428822e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14288261.000000 Penalty: 5942.334961
	Iteration 27Q: 3 clusters Score -1.428826e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -14288279.000000 Penalty: 5942.334961
	Iteration 28Q: 3 clusters Score -1.428828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14288259.000000 Penalty: 5942.334961
	Iteration 29Q: 3 clusters Score -1.428826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158255 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14288267.000000 Penalty: 5942.334961
	Iteration 30Q: 3 clusters Score -1.428827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158266 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -14288267.000000 Penalty: 5942.334961
	Iteration 31Q: 3 clusters Score -1.428827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158275 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14288267.000000 Penalty: 5942.334961
	Iteration 32Q: 3 clusters Score -1.428827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158284 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14288266.000000 Penalty: 5942.334961
	Iteration 33Q: 3 clusters Score -1.428827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158290 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14288272.000000 Penalty: 5942.334961
	Iteration 34Q: 3 clusters Score -1.428827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -14288278.000000 Penalty: 5942.334961
	Iteration 35Q: 3 clusters Score -1.428828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158302 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14288278.000000 Penalty: 5942.334961
	Iteration 36Q: 3 clusters Score -1.428828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14288286.000000 Penalty: 5942.334961
	Iteration 37Q: 3 clusters Score -1.428829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -14288277.000000 Penalty: 5942.334961
	Iteration 38Q: 3 clusters Score -1.428828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14288275.000000 Penalty: 5942.334961
	Iteration 39Q: 3 clusters Score -1.428828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14288278.000000 Penalty: 5942.334961
	Iteration 40F: 3 clusters Score -1.428828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Entering Unmasked Estep 
Score: -1363673.375000 Penalty: 2381.374023
	Iteration 0F: 2 clusters Score -1363673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1352996.125000 Penalty: 4762.748047
	Iteration 0F: 3 clusters Score -1352996 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1356339.625000 Penalty: 4762.748047
	Iteration 1F: 3 clusters Score -1356340 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1356752.375000 Penalty: 4762.748047
	Iteration 2F: 3 clusters Score -1356752 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1357184.250000 Penalty: 4762.748047
	Iteration 3F: 3 clusters Score -1357184 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1357642.750000 Penalty: 4762.748047
	Iteration 4F: 3 clusters Score -1357643 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1358088.750000 Penalty: 4762.748047
	Iteration 5F: 3 clusters Score -1358089 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1358550.375000 Penalty: 4762.748047
	Iteration 6F: 3 clusters Score -1358550 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1359078.250000 Penalty: 4762.748047
	Iteration 7F: 3 clusters Score -1359078 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1359604.250000 Penalty: 4762.748047
	Iteration 8Q: 3 clusters Score -1359604 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1360046.000000 Penalty: 4762.748047
	Iteration 9Q: 3 clusters Score -1360046 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1360423.250000 Penalty: 4762.748047
	Iteration 10Q: 3 clusters Score -1360423 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1360719.000000 Penalty: 4762.748047
	Iteration 11Q: 3 clusters Score -1360719 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1360911.750000 Penalty: 4762.748047
	Iteration 12Q: 3 clusters Score -1360912 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1361037.250000 Penalty: 4762.748047
	Iteration 13Q: 3 clusters Score -1361037 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1361113.250000 Penalty: 4762.748047
	Iteration 14Q: 3 clusters Score -1361113 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1361165.375000 Penalty: 4762.748047
	Iteration 15Q: 3 clusters Score -1361165 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1361206.375000 Penalty: 4762.748047
	Iteration 16Q: 3 clusters Score -1361206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1361247.000000 Penalty: 4762.748047
	Iteration 17Q: 3 clusters Score -1361247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1361276.750000 Penalty: 4762.748047
	Iteration 18Q: 3 clusters Score -1361277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1361292.250000 Penalty: 4762.748047
	Iteration 19Q: 3 clusters Score -1361292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1361309.375000 Penalty: 4762.748047
	Iteration 20F: 3 clusters Score -1361309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1361323.375000 Penalty: 4762.748047
	Iteration 21Q: 3 clusters Score -1361323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1361339.875000 Penalty: 4762.748047
	Iteration 22Q: 3 clusters Score -1361340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1361351.375000 Penalty: 4762.748047
	Iteration 23Q: 3 clusters Score -1361351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1361366.125000 Penalty: 4762.748047
	Iteration 24Q: 3 clusters Score -1361366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1361383.750000 Penalty: 4762.748047
	Iteration 25Q: 3 clusters Score -1361384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1361404.250000 Penalty: 4762.748047
	Iteration 26Q: 3 clusters Score -1361404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1361423.750000 Penalty: 4762.748047
	Iteration 27Q: 3 clusters Score -1361424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1361442.875000 Penalty: 4762.748047
	Iteration 28Q: 3 clusters Score -1361443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1361470.000000 Penalty: 4762.748047
	Iteration 29Q: 3 clusters Score -1361470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1361493.750000 Penalty: 4762.748047
	Iteration 30Q: 3 clusters Score -1361494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1361515.375000 Penalty: 4762.748047
	Iteration 31Q: 3 clusters Score -1361515 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1361542.750000 Penalty: 4762.748047
	Iteration 32Q: 3 clusters Score -1361543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1361555.125000 Penalty: 4762.748047
	Iteration 33Q: 3 clusters Score -1361555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1361571.250000 Penalty: 4762.748047
	Iteration 34Q: 3 clusters Score -1361571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1361581.500000 Penalty: 4762.748047
	Iteration 35Q: 3 clusters Score -1361582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1361608.625000 Penalty: 4762.748047
	Iteration 36Q: 3 clusters Score -1361609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1361627.875000 Penalty: 4762.748047
	Iteration 37Q: 3 clusters Score -1361628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1361642.875000 Penalty: 4762.748047
	Iteration 38Q: 3 clusters Score -1361643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1361655.750000 Penalty: 4762.748047
	Iteration 39Q: 3 clusters Score -1361656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1361661.875000 Penalty: 4762.748047
	Iteration 40F: 3 clusters Score -1361662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1361668.750000 Penalty: 4762.748047
	Iteration 41Q: 3 clusters Score -1361669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1361675.625000 Penalty: 4762.748047
	Iteration 42Q: 3 clusters Score -1361676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1361681.000000 Penalty: 4762.748047
	Iteration 43Q: 3 clusters Score -1361681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1361685.125000 Penalty: 4762.748047
	Iteration 44Q: 3 clusters Score -1361685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1361697.500000 Penalty: 4762.748047
	Iteration 45Q: 3 clusters Score -1361698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1361703.625000 Penalty: 4762.748047
	Iteration 46Q: 3 clusters Score -1361704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1361707.500000 Penalty: 4762.748047
	Iteration 47Q: 3 clusters Score -1361708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1361704.750000 Penalty: 4762.748047
	Iteration 48Q: 3 clusters Score -1361705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1361709.250000 Penalty: 4762.748047
	Iteration 49Q: 3 clusters Score -1361709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1361709.125000 Penalty: 4762.748047
	Iteration 50Q: 3 clusters Score -1361709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1361715.750000 Penalty: 4762.748047
	Iteration 51Q: 3 clusters Score -1361716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1361721.000000 Penalty: 4762.748047
	Iteration 52Q: 3 clusters Score -1361721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1361722.875000 Penalty: 4762.748047
	Iteration 53Q: 3 clusters Score -1361723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1361724.250000 Penalty: 4762.748047
	Iteration 54Q: 3 clusters Score -1361724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1361723.125000 Penalty: 4762.748047
	Iteration 55Q: 3 clusters Score -1361723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1361722.000000 Penalty: 4762.748047
	Iteration 56Q: 3 clusters Score -1361722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1361722.875000 Penalty: 4762.748047
	Iteration 57Q: 3 clusters Score -1361723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1361725.875000 Penalty: 4762.748047
	Iteration 58Q: 3 clusters Score -1361726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1361728.000000 Penalty: 4762.748047
	Iteration 59Q: 3 clusters Score -1361728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1361730.250000 Penalty: 4762.748047
	Iteration 60F: 3 clusters Score -1361730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1361732.250000 Penalty: 4762.748047
	Iteration 61Q: 3 clusters Score -1361732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1361731.750000 Penalty: 4762.748047
	Iteration 62Q: 3 clusters Score -1361732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1361731.875000 Penalty: 4762.748047
	Iteration 63Q: 3 clusters Score -1361732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1361734.625000 Penalty: 4762.748047
	Iteration 64Q: 3 clusters Score -1361735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1361733.875000 Penalty: 4762.748047
	Iteration 65Q: 3 clusters Score -1361734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1361733.875000 Penalty: 4762.748047
	Iteration 66F: 3 clusters Score -1361734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -267464.593750 Penalty: 2019.375977
	Iteration 0F: 2 clusters Score -267464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -264186.781250 Penalty: 4038.751953
	Iteration 0F: 3 clusters Score -264186.8 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -266620.218750 Penalty: 4038.751953
	Iteration 1F: 3 clusters Score -266620.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -268727.281250 Penalty: 4038.751953
	Iteration 2F: 3 clusters Score -268727.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -269613.937500 Penalty: 4038.751953
	Iteration 3F: 3 clusters Score -269613.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -269867.062500 Penalty: 4038.751953
	Iteration 4Q: 3 clusters Score -269867.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -270081.843750 Penalty: 4038.751953
	Iteration 5Q: 3 clusters Score -270081.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -270427.156250 Penalty: 4038.751953
	Iteration 6Q: 3 clusters Score -270427.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -270834.937500 Penalty: 4038.751953
	Iteration 7Q: 3 clusters Score -270834.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -271032.937500 Penalty: 4038.751953
	Iteration 8Q: 3 clusters Score -271032.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -271134.312500 Penalty: 4038.751953
	Iteration 9Q: 3 clusters Score -271134.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -271145.750000 Penalty: 4038.751953
	Iteration 10Q: 3 clusters Score -271145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -271146.843750 Penalty: 4038.751953
	Iteration 11Q: 3 clusters Score -271146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -271147.562500 Penalty: 4038.751953
	Iteration 12Q: 3 clusters Score -271147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -271151.562500 Penalty: 4038.751953
	Iteration 13Q: 3 clusters Score -271151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -271182.750000 Penalty: 4038.751953
	Iteration 14F: 3 clusters Score -271182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -271209.062500 Penalty: 4038.751953
	Iteration 15Q: 3 clusters Score -271209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -271245.125000 Penalty: 4038.751953
	Iteration 16Q: 3 clusters Score -271245.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -271295.781250 Penalty: 4038.751953
	Iteration 17Q: 3 clusters Score -271295.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -271348.593750 Penalty: 4038.751953
	Iteration 18Q: 3 clusters Score -271348.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -271390.937500 Penalty: 4038.751953
	Iteration 19Q: 3 clusters Score -271390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -271432.593750 Penalty: 4038.751953
	Iteration 20F: 3 clusters Score -271432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -271499.812500 Penalty: 4038.751953
	Iteration 21Q: 3 clusters Score -271499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -271520.562500 Penalty: 4038.751953
	Iteration 22Q: 3 clusters Score -271520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -271534.968750 Penalty: 4038.751953
	Iteration 23Q: 3 clusters Score -271535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -271546.906250 Penalty: 4038.751953
	Iteration 24Q: 3 clusters Score -271546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -271567.125000 Penalty: 4038.751953
	Iteration 25Q: 3 clusters Score -271567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -271605.781250 Penalty: 4038.751953
	Iteration 26Q: 3 clusters Score -271605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -271619.156250 Penalty: 4038.751953
	Iteration 27Q: 3 clusters Score -271619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -271619.156250 Penalty: 4038.751953
	Iteration 28Q: 3 clusters Score -271619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -271638.156250 Penalty: 4038.751953
	Iteration 29F: 3 clusters Score -271638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -271653.531250 Penalty: 4038.751953
	Iteration 30Q: 3 clusters Score -271653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -271659.500000 Penalty: 4038.751953
	Iteration 31Q: 3 clusters Score -271659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -271661.875000 Penalty: 4038.751953
	Iteration 32Q: 3 clusters Score -271661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -271662.218750 Penalty: 4038.751953
	Iteration 33Q: 3 clusters Score -271662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -271662.218750 Penalty: 4038.751953
	Iteration 34F: 3 clusters Score -271662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253937 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3479 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 159614 members 
Mstep: Class 9 contains 14799 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 9290 members 
Mstep: Class 13 contains 2276 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 26844 members 
Mstep: Class 17 contains 436652 members 
Mstep: Class 18 contains 28710 members 
Mstep: Class 19 contains 14536 members 
Mstep: Class 20 contains 39149 members 
Mstep: Class 21 contains 8110 members 
Mstep: Class 22 contains 9511 members 
Mstep: Class 23 contains 1415 members 
Entering Unmasked Estep 
Score: -93619792.000000 Penalty: 79092.414062
Splitting cluster 10 changes total score from -93614800.000000 to -93619792.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (9141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Entering Unmasked Estep 
Score: -777569.437500 Penalty: 2261.890381
	Iteration 0F: 2 clusters Score -777569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -770485.875000 Penalty: 4523.780762
	Iteration 0F: 3 clusters Score -770485.9 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -772528.562500 Penalty: 4523.780762
	Iteration 1F: 3 clusters Score -772528.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -772825.562500 Penalty: 4523.780762
	Iteration 2F: 3 clusters Score -772825.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -773040.500000 Penalty: 4523.780762
	Iteration 3F: 3 clusters Score -773040.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -773194.062500 Penalty: 4523.780762
	Iteration 4Q: 3 clusters Score -773194.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -773337.875000 Penalty: 4523.780762
	Iteration 5Q: 3 clusters Score -773337.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -773481.062500 Penalty: 4523.780762
	Iteration 6Q: 3 clusters Score -773481.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -773645.000000 Penalty: 4523.780762
	Iteration 7Q: 3 clusters Score -773645 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -773822.187500 Penalty: 4523.780762
	Iteration 8Q: 3 clusters Score -773822.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -774001.312500 Penalty: 4523.780762
	Iteration 9Q: 3 clusters Score -774001.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -774197.500000 Penalty: 4523.780762
	Iteration 10Q: 3 clusters Score -774197.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -774387.875000 Penalty: 4523.780762
	Iteration 11Q: 3 clusters Score -774387.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -774588.437500 Penalty: 4523.780762
	Iteration 12Q: 3 clusters Score -774588.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -774782.750000 Penalty: 4523.780762
	Iteration 13Q: 3 clusters Score -774782.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -774967.875000 Penalty: 4523.780762
	Iteration 14Q: 3 clusters Score -774967.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -775156.000000 Penalty: 4523.780762
	Iteration 15Q: 3 clusters Score -775156 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -775316.000000 Penalty: 4523.780762
	Iteration 16Q: 3 clusters Score -775316 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -775462.062500 Penalty: 4523.780762
	Iteration 17Q: 3 clusters Score -775462.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -775611.312500 Penalty: 4523.780762
	Iteration 18Q: 3 clusters Score -775611.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -775758.375000 Penalty: 4523.780762
	Iteration 19Q: 3 clusters Score -775758.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -775905.937500 Penalty: 4523.780762
	Iteration 20F: 3 clusters Score -775905.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -776007.312500 Penalty: 4523.780762
	Iteration 21Q: 3 clusters Score -776007.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -776093.187500 Penalty: 4523.780762
	Iteration 22Q: 3 clusters Score -776093.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -776161.375000 Penalty: 4523.780762
	Iteration 23Q: 3 clusters Score -776161.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -776212.750000 Penalty: 4523.780762
	Iteration 24Q: 3 clusters Score -776212.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -776250.062500 Penalty: 4523.780762
	Iteration 25Q: 3 clusters Score -776250.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -776282.750000 Penalty: 4523.780762
	Iteration 26Q: 3 clusters Score -776282.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -776310.500000 Penalty: 4523.780762
	Iteration 27Q: 3 clusters Score -776310.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -776331.937500 Penalty: 4523.780762
	Iteration 28Q: 3 clusters Score -776331.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -776348.625000 Penalty: 4523.780762
	Iteration 29Q: 3 clusters Score -776348.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -776367.500000 Penalty: 4523.780762
	Iteration 30Q: 3 clusters Score -776367.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -776382.500000 Penalty: 4523.780762
	Iteration 31Q: 3 clusters Score -776382.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -776399.312500 Penalty: 4523.780762
	Iteration 32Q: 3 clusters Score -776399.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -776409.437500 Penalty: 4523.780762
	Iteration 33Q: 3 clusters Score -776409.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -776417.625000 Penalty: 4523.780762
	Iteration 34Q: 3 clusters Score -776417.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -776428.625000 Penalty: 4523.780762
	Iteration 35Q: 3 clusters Score -776428.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -776441.312500 Penalty: 4523.780762
	Iteration 36Q: 3 clusters Score -776441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -776451.250000 Penalty: 4523.780762
	Iteration 37Q: 3 clusters Score -776451.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -776461.312500 Penalty: 4523.780762
	Iteration 38Q: 3 clusters Score -776461.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -776471.062500 Penalty: 4523.780762
	Iteration 39Q: 3 clusters Score -776471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -776481.562500 Penalty: 4523.780762
	Iteration 40F: 3 clusters Score -776481.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -776487.250000 Penalty: 4523.780762
	Iteration 41Q: 3 clusters Score -776487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -776489.187500 Penalty: 4523.780762
	Iteration 42Q: 3 clusters Score -776489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -776490.875000 Penalty: 4523.780762
	Iteration 43Q: 3 clusters Score -776490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -776490.812500 Penalty: 4523.780762
	Iteration 44Q: 3 clusters Score -776490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -776492.375000 Penalty: 4523.780762
	Iteration 45Q: 3 clusters Score -776492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -776492.125000 Penalty: 4523.780762
	Iteration 46Q: 3 clusters Score -776492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -776492.562500 Penalty: 4523.780762
	Iteration 47Q: 3 clusters Score -776492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -776492.562500 Penalty: 4523.780762
	Iteration 48F: 3 clusters Score -776492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Entering Unmasked Estep 
Score: -861507.875000 Penalty: 2265.900146
	Iteration 0F: 2 clusters Score -861507.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -854252.000000 Penalty: 4531.800293
	Iteration 0F: 3 clusters Score -854252 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -856283.125000 Penalty: 4531.800293
	Iteration 1F: 3 clusters Score -856283.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -856581.562500 Penalty: 4531.800293
	Iteration 2F: 3 clusters Score -856581.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -856759.000000 Penalty: 4531.800293
	Iteration 3Q: 3 clusters Score -856759 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -856903.812500 Penalty: 4531.800293
	Iteration 4Q: 3 clusters Score -856903.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -857023.875000 Penalty: 4531.800293
	Iteration 5Q: 3 clusters Score -857023.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -857149.312500 Penalty: 4531.800293
	Iteration 6Q: 3 clusters Score -857149.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -857256.437500 Penalty: 4531.800293
	Iteration 7Q: 3 clusters Score -857256.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -857352.625000 Penalty: 4531.800293
	Iteration 8Q: 3 clusters Score -857352.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -857431.750000 Penalty: 4531.800293
	Iteration 9Q: 3 clusters Score -857431.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -857525.937500 Penalty: 4531.800293
	Iteration 10Q: 3 clusters Score -857525.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -857611.687500 Penalty: 4531.800293
	Iteration 11Q: 3 clusters Score -857611.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -857696.875000 Penalty: 4531.800293
	Iteration 12Q: 3 clusters Score -857696.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -857803.812500 Penalty: 4531.800293
	Iteration 13Q: 3 clusters Score -857803.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -857927.812500 Penalty: 4531.800293
	Iteration 14Q: 3 clusters Score -857927.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -858051.812500 Penalty: 4531.800293
	Iteration 15Q: 3 clusters Score -858051.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -858195.937500 Penalty: 4531.800293
	Iteration 16Q: 3 clusters Score -858195.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -858348.312500 Penalty: 4531.800293
	Iteration 17Q: 3 clusters Score -858348.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -858531.625000 Penalty: 4531.800293
	Iteration 18Q: 3 clusters Score -858531.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -858724.812500 Penalty: 4531.800293
	Iteration 19Q: 3 clusters Score -858724.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -858930.062500 Penalty: 4531.800293
	Iteration 20F: 3 clusters Score -858930.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -859108.625000 Penalty: 4531.800293
	Iteration 21Q: 3 clusters Score -859108.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -859231.000000 Penalty: 4531.800293
	Iteration 22Q: 3 clusters Score -859231 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -859328.937500 Penalty: 4531.800293
	Iteration 23Q: 3 clusters Score -859328.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -859409.687500 Penalty: 4531.800293
	Iteration 24Q: 3 clusters Score -859409.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -859460.937500 Penalty: 4531.800293
	Iteration 25Q: 3 clusters Score -859460.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -859492.687500 Penalty: 4531.800293
	Iteration 26Q: 3 clusters Score -859492.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -859519.312500 Penalty: 4531.800293
	Iteration 27Q: 3 clusters Score -859519.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -859539.187500 Penalty: 4531.800293
	Iteration 28Q: 3 clusters Score -859539.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -859554.000000 Penalty: 4531.800293
	Iteration 29Q: 3 clusters Score -859554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -859562.187500 Penalty: 4531.800293
	Iteration 30Q: 3 clusters Score -859562.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -859571.562500 Penalty: 4531.800293
	Iteration 31Q: 3 clusters Score -859571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -859580.312500 Penalty: 4531.800293
	Iteration 32Q: 3 clusters Score -859580.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -859587.687500 Penalty: 4531.800293
	Iteration 33Q: 3 clusters Score -859587.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -859594.562500 Penalty: 4531.800293
	Iteration 34Q: 3 clusters Score -859594.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -859600.875000 Penalty: 4531.800293
	Iteration 35Q: 3 clusters Score -859600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -859608.625000 Penalty: 4531.800293
	Iteration 36Q: 3 clusters Score -859608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -859612.812500 Penalty: 4531.800293
	Iteration 37Q: 3 clusters Score -859612.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -859618.437500 Penalty: 4531.800293
	Iteration 38Q: 3 clusters Score -859618.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -859634.375000 Penalty: 4531.800293
	Iteration 39Q: 3 clusters Score -859634.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -859640.812500 Penalty: 4531.800293
	Iteration 40F: 3 clusters Score -859640.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -859643.312500 Penalty: 4531.800293
	Iteration 41Q: 3 clusters Score -859643.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -859649.687500 Penalty: 4531.800293
	Iteration 42Q: 3 clusters Score -859649.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -859655.312500 Penalty: 4531.800293
	Iteration 43Q: 3 clusters Score -859655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -859656.812500 Penalty: 4531.800293
	Iteration 44Q: 3 clusters Score -859656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -859657.875000 Penalty: 4531.800293
	Iteration 45Q: 3 clusters Score -859657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -859659.312500 Penalty: 4531.800293
	Iteration 46Q: 3 clusters Score -859659.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -859659.312500 Penalty: 4531.800293
	Iteration 47F: 3 clusters Score -859659.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -422800.937500 Penalty: 2103.788086
	Iteration 0F: 2 clusters Score -422800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -418418.875000 Penalty: 4207.576172
	Iteration 0F: 3 clusters Score -418418.9 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -419511.125000 Penalty: 4207.576172
	Iteration 1F: 3 clusters Score -419511.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -419709.562500 Penalty: 4207.576172
	Iteration 2F: 3 clusters Score -419709.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -419835.156250 Penalty: 4207.576172
	Iteration 3Q: 3 clusters Score -419835.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -419925.593750 Penalty: 4207.576172
	Iteration 4Q: 3 clusters Score -419925.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -420008.406250 Penalty: 4207.576172
	Iteration 5Q: 3 clusters Score -420008.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -420081.781250 Penalty: 4207.576172
	Iteration 6Q: 3 clusters Score -420081.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -420144.968750 Penalty: 4207.576172
	Iteration 7Q: 3 clusters Score -420145 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -420194.281250 Penalty: 4207.576172
	Iteration 8Q: 3 clusters Score -420194.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420241.218750 Penalty: 4207.576172
	Iteration 9Q: 3 clusters Score -420241.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -420286.375000 Penalty: 4207.576172
	Iteration 10Q: 3 clusters Score -420286.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -420335.375000 Penalty: 4207.576172
	Iteration 11Q: 3 clusters Score -420335.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -420364.781250 Penalty: 4207.576172
	Iteration 12Q: 3 clusters Score -420364.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -420389.093750 Penalty: 4207.576172
	Iteration 13Q: 3 clusters Score -420389.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -420410.156250 Penalty: 4207.576172
	Iteration 14Q: 3 clusters Score -420410.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -420431.500000 Penalty: 4207.576172
	Iteration 15Q: 3 clusters Score -420431.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -420454.125000 Penalty: 4207.576172
	Iteration 16Q: 3 clusters Score -420454.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -420480.187500 Penalty: 4207.576172
	Iteration 17Q: 3 clusters Score -420480.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -420511.625000 Penalty: 4207.576172
	Iteration 18Q: 3 clusters Score -420511.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -420533.343750 Penalty: 4207.576172
	Iteration 19Q: 3 clusters Score -420533.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -420552.062500 Penalty: 4207.576172
	Iteration 20F: 3 clusters Score -420552.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -420573.468750 Penalty: 4207.576172
	Iteration 21Q: 3 clusters Score -420573.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -420597.781250 Penalty: 4207.576172
	Iteration 22Q: 3 clusters Score -420597.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -420636.937500 Penalty: 4207.576172
	Iteration 23Q: 3 clusters Score -420636.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -420674.000000 Penalty: 4207.576172
	Iteration 24Q: 3 clusters Score -420674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -420702.062500 Penalty: 4207.576172
	Iteration 25Q: 3 clusters Score -420702.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -420729.593750 Penalty: 4207.576172
	Iteration 26Q: 3 clusters Score -420729.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -420757.906250 Penalty: 4207.576172
	Iteration 27Q: 3 clusters Score -420757.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -420788.468750 Penalty: 4207.576172
	Iteration 28Q: 3 clusters Score -420788.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -420810.906250 Penalty: 4207.576172
	Iteration 29Q: 3 clusters Score -420810.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -420847.781250 Penalty: 4207.576172
	Iteration 30Q: 3 clusters Score -420847.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -420876.468750 Penalty: 4207.576172
	Iteration 31Q: 3 clusters Score -420876.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -420902.781250 Penalty: 4207.576172
	Iteration 32Q: 3 clusters Score -420902.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -420930.281250 Penalty: 4207.576172
	Iteration 33Q: 3 clusters Score -420930.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -420952.968750 Penalty: 4207.576172
	Iteration 34Q: 3 clusters Score -420953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -420968.968750 Penalty: 4207.576172
	Iteration 35Q: 3 clusters Score -420969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -420985.718750 Penalty: 4207.576172
	Iteration 36Q: 3 clusters Score -420985.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -421000.625000 Penalty: 4207.576172
	Iteration 37Q: 3 clusters Score -421000.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -421008.750000 Penalty: 4207.576172
	Iteration 38Q: 3 clusters Score -421008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -421017.031250 Penalty: 4207.576172
	Iteration 39Q: 3 clusters Score -421017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -421023.468750 Penalty: 4207.576172
	Iteration 40F: 3 clusters Score -421023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -421027.750000 Penalty: 4207.576172
	Iteration 41Q: 3 clusters Score -421027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -421030.843750 Penalty: 4207.576172
	Iteration 42Q: 3 clusters Score -421030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -421032.125000 Penalty: 4207.576172
	Iteration 43Q: 3 clusters Score -421032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -421033.687500 Penalty: 4207.576172
	Iteration 44Q: 3 clusters Score -421033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -421033.687500 Penalty: 4207.576172
	Iteration 45F: 3 clusters Score -421033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -250541.234375 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -250541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -247537.015625 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -247537 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -248436.015625 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -248436 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -248803.078125 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -248803.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -249201.328125 Penalty: 3967.174316
	Iteration 3F: 3 clusters Score -249201.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -249682.234375 Penalty: 3967.174316
	Iteration 4F: 3 clusters Score -249682.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -250176.984375 Penalty: 3967.174316
	Iteration 5F: 3 clusters Score -250177 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -250963.421875 Penalty: 3967.174316
	Iteration 6F: 3 clusters Score -250963.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -251786.671875 Penalty: 3967.174316
	Iteration 7F: 3 clusters Score -251786.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -251983.812500 Penalty: 3967.174316
	Iteration 8Q: 3 clusters Score -251983.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -252050.281250 Penalty: 3967.174316
	Iteration 9Q: 3 clusters Score -252050.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -252075.093750 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -252075.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -252089.187500 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -252089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -252092.343750 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -252092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -252096.171875 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -252096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -252097.250000 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -252097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -252097.734375 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -252097.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -252097.734375 Penalty: 3967.174316
	Iteration 16F: 3 clusters Score -252097.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253937 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3479 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 159614 members 
Mstep: Class 9 contains 14799 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 9290 members 
Mstep: Class 13 contains 2276 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 26844 members 
Mstep: Class 17 contains 436652 members 
Mstep: Class 18 contains 28710 members 
Mstep: Class 19 contains 14536 members 
Mstep: Class 20 contains 39149 members 
Mstep: Class 21 contains 8110 members 
Mstep: Class 22 contains 9511 members 
Mstep: Class 23 contains 1415 members 
Mstep: Class 24 contains 197 members 
Entering Unmasked Estep 
Score: -93619920.000000 Penalty: 82531.210938
Splitting cluster 15 changes total score from -93614800.000000 to -93619920.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (26844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Entering Unmasked Estep 
Score: -2382694.000000 Penalty: 2529.053955
	Iteration 0F: 2 clusters Score -2382694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2364197.250000 Penalty: 5058.107910
	Iteration 0F: 3 clusters Score -2364197 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2370654.250000 Penalty: 5058.107910
	Iteration 1F: 3 clusters Score -2370654 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2371194.000000 Penalty: 5058.107910
	Iteration 2F: 3 clusters Score -2371194 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2371719.000000 Penalty: 5058.107910
	Iteration 3Q: 3 clusters Score -2371719 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2372278.750000 Penalty: 5058.107910
	Iteration 4Q: 3 clusters Score -2372279 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2372843.500000 Penalty: 5058.107910
	Iteration 5Q: 3 clusters Score -2372844 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2373463.250000 Penalty: 5058.107910
	Iteration 6Q: 3 clusters Score -2373463 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2374174.500000 Penalty: 5058.107910
	Iteration 7Q: 3 clusters Score -2374174 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2374871.250000 Penalty: 5058.107910
	Iteration 8Q: 3 clusters Score -2374871 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2375628.500000 Penalty: 5058.107910
	Iteration 9Q: 3 clusters Score -2375628 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2376378.250000 Penalty: 5058.107910
	Iteration 10Q: 3 clusters Score -2376378 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2376986.000000 Penalty: 5058.107910
	Iteration 11Q: 3 clusters Score -2376986 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2377436.000000 Penalty: 5058.107910
	Iteration 12Q: 3 clusters Score -2377436 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2377736.500000 Penalty: 5058.107910
	Iteration 13Q: 3 clusters Score -2377736 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2377939.750000 Penalty: 5058.107910
	Iteration 14Q: 3 clusters Score -2377940 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2378094.000000 Penalty: 5058.107910
	Iteration 15Q: 3 clusters Score -2378094 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2378208.500000 Penalty: 5058.107910
	Iteration 16Q: 3 clusters Score -2378208 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2378303.500000 Penalty: 5058.107910
	Iteration 17Q: 3 clusters Score -2378304 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2378390.750000 Penalty: 5058.107910
	Iteration 18Q: 3 clusters Score -2378391 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2378494.750000 Penalty: 5058.107910
	Iteration 19Q: 3 clusters Score -2378495 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2378575.500000 Penalty: 5058.107910
	Iteration 20F: 3 clusters Score -2378576 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2378659.250000 Penalty: 5058.107910
	Iteration 21Q: 3 clusters Score -2378659 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2378730.250000 Penalty: 5058.107910
	Iteration 22Q: 3 clusters Score -2378730 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2378811.500000 Penalty: 5058.107910
	Iteration 23Q: 3 clusters Score -2378812 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2378888.750000 Penalty: 5058.107910
	Iteration 24Q: 3 clusters Score -2378889 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2378962.750000 Penalty: 5058.107910
	Iteration 25Q: 3 clusters Score -2378963 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2379018.750000 Penalty: 5058.107910
	Iteration 26Q: 3 clusters Score -2379019 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2379083.000000 Penalty: 5058.107910
	Iteration 27Q: 3 clusters Score -2379083 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2379120.000000 Penalty: 5058.107910
	Iteration 28Q: 3 clusters Score -2379120 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2379171.750000 Penalty: 5058.107910
	Iteration 29Q: 3 clusters Score -2379172 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2379221.000000 Penalty: 5058.107910
	Iteration 30Q: 3 clusters Score -2379221 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2379284.750000 Penalty: 5058.107910
	Iteration 31Q: 3 clusters Score -2379285 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2379339.250000 Penalty: 5058.107910
	Iteration 32Q: 3 clusters Score -2379339 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2379407.500000 Penalty: 5058.107910
	Iteration 33Q: 3 clusters Score -2379408 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2379485.000000 Penalty: 5058.107910
	Iteration 34Q: 3 clusters Score -2379485 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2379567.500000 Penalty: 5058.107910
	Iteration 35Q: 3 clusters Score -2379568 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2379637.500000 Penalty: 5058.107910
	Iteration 36Q: 3 clusters Score -2379638 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2379714.000000 Penalty: 5058.107910
	Iteration 37Q: 3 clusters Score -2379714 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2379800.250000 Penalty: 5058.107910
	Iteration 38Q: 3 clusters Score -2379800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -2379892.000000 Penalty: 5058.107910
	Iteration 39Q: 3 clusters Score -2379892 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2379991.000000 Penalty: 5058.107910
	Iteration 40F: 3 clusters Score -2379991 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2380094.250000 Penalty: 5058.107910
	Iteration 41Q: 3 clusters Score -2380094 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2380190.750000 Penalty: 5058.107910
	Iteration 42Q: 3 clusters Score -2380191 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2380307.000000 Penalty: 5058.107910
	Iteration 43Q: 3 clusters Score -2380307 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2380476.000000 Penalty: 5058.107910
	Iteration 44Q: 3 clusters Score -2380476 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2380653.500000 Penalty: 5058.107910
	Iteration 45Q: 3 clusters Score -2380654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2380839.500000 Penalty: 5058.107910
	Iteration 46Q: 3 clusters Score -2380840 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2380971.000000 Penalty: 5058.107910
	Iteration 47Q: 3 clusters Score -2380971 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2381047.500000 Penalty: 5058.107910
	Iteration 48Q: 3 clusters Score -2381048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2381102.750000 Penalty: 5058.107910
	Iteration 49Q: 3 clusters Score -2381103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -2381122.000000 Penalty: 5058.107910
	Iteration 50Q: 3 clusters Score -2381122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2381130.500000 Penalty: 5058.107910
	Iteration 51Q: 3 clusters Score -2381130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2381136.500000 Penalty: 5058.107910
	Iteration 52Q: 3 clusters Score -2381136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2381141.000000 Penalty: 5058.107910
	Iteration 53Q: 3 clusters Score -2381141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2381135.500000 Penalty: 5058.107910
	Iteration 54Q: 3 clusters Score -2381136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2381133.500000 Penalty: 5058.107910
	Iteration 55Q: 3 clusters Score -2381134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2381142.000000 Penalty: 5058.107910
	Iteration 56Q: 3 clusters Score -2381142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2381146.250000 Penalty: 5058.107910
	Iteration 57Q: 3 clusters Score -2381146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2381146.000000 Penalty: 5058.107910
	Iteration 58Q: 3 clusters Score -2381146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2381143.250000 Penalty: 5058.107910
	Iteration 59Q: 3 clusters Score -2381143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2381144.500000 Penalty: 5058.107910
	Iteration 60F: 3 clusters Score -2381144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2381143.000000 Penalty: 5058.107910
	Iteration 61Q: 3 clusters Score -2381143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2381145.750000 Penalty: 5058.107910
	Iteration 62Q: 3 clusters Score -2381146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2381145.750000 Penalty: 5058.107910
	Iteration 63F: 3 clusters Score -2381146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (436652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436652 members 
Entering Unmasked Estep 
Score: -40137744.000000 Penalty: 3220.749268
	Iteration 0F: 2 clusters Score -4.013774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218286 members 
Mstep: Class 2 contains 218366 members 
Entering Unmasked Estep 
Score: -39843320.000000 Penalty: 6441.498535
	Iteration 0F: 3 clusters Score -3.984332e+07 nChanged 213060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219450 members 
Mstep: Class 2 contains 217202 members 
Entering Unmasked Estep 
Score: -39971056.000000 Penalty: 6441.498535
	Iteration 1F: 3 clusters Score -3.997106e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220567 members 
Mstep: Class 2 contains 216085 members 
Entering Unmasked Estep 
Score: -39974460.000000 Penalty: 6441.498535
	Iteration 2Q: 3 clusters Score -3.997446e+07 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222663 members 
Mstep: Class 2 contains 213989 members 
Entering Unmasked Estep 
Score: -39979520.000000 Penalty: 6441.498535
	Iteration 3Q: 3 clusters Score -3.997952e+07 nChanged 18475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226328 members 
Mstep: Class 2 contains 210324 members 
Entering Unmasked Estep 
Score: -39986752.000000 Penalty: 6441.498535
	Iteration 4Q: 3 clusters Score -3.998675e+07 nChanged 22090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232088 members 
Mstep: Class 2 contains 204564 members 
Entering Unmasked Estep 
Score: -39996452.000000 Penalty: 6441.498535
	Iteration 5F: 3 clusters Score -3.999645e+07 nChanged 24831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240345 members 
Mstep: Class 2 contains 196307 members 
Entering Unmasked Estep 
Score: -40008888.000000 Penalty: 6441.498535
	Iteration 6F: 3 clusters Score -4.000889e+07 nChanged 25717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250398 members 
Mstep: Class 2 contains 186254 members 
Entering Unmasked Estep 
Score: -40020972.000000 Penalty: 6441.498535
	Iteration 7F: 3 clusters Score -4.002097e+07 nChanged 23903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261187 members 
Mstep: Class 2 contains 175465 members 
Entering Unmasked Estep 
Score: -40031864.000000 Penalty: 6441.498535
	Iteration 8F: 3 clusters Score -4.003186e+07 nChanged 20402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272195 members 
Mstep: Class 2 contains 164457 members 
Entering Unmasked Estep 
Score: -40040520.000000 Penalty: 6441.498535
	Iteration 9Q: 3 clusters Score -4.004052e+07 nChanged 17017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283530 members 
Mstep: Class 2 contains 153122 members 
Entering Unmasked Estep 
Score: -40046584.000000 Penalty: 6441.498535
	Iteration 10Q: 3 clusters Score -4.004658e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295510 members 
Mstep: Class 2 contains 141142 members 
Entering Unmasked Estep 
Score: -40054328.000000 Penalty: 6441.498535
	Iteration 11Q: 3 clusters Score -4.005433e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308110 members 
Mstep: Class 2 contains 128542 members 
Entering Unmasked Estep 
Score: -40062988.000000 Penalty: 6441.498535
	Iteration 12Q: 3 clusters Score -4.006299e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320889 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -40072224.000000 Penalty: 6441.498535
	Iteration 13Q: 3 clusters Score -4.007222e+07 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333155 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -40081116.000000 Penalty: 6441.498535
	Iteration 14Q: 3 clusters Score -4.008112e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344469 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -40088344.000000 Penalty: 6441.498535
	Iteration 15Q: 3 clusters Score -4.008834e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354988 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -40094384.000000 Penalty: 6441.498535
	Iteration 16Q: 3 clusters Score -4.009438e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364956 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -40099264.000000 Penalty: 6441.498535
	Iteration 17Q: 3 clusters Score -4.009926e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374208 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -40103984.000000 Penalty: 6441.498535
	Iteration 18Q: 3 clusters Score -4.010398e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382877 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -40108204.000000 Penalty: 6441.498535
	Iteration 19Q: 3 clusters Score -4.01082e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390786 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -40112328.000000 Penalty: 6441.498535
	Iteration 20F: 3 clusters Score -4.011233e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397883 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -40116284.000000 Penalty: 6441.498535
	Iteration 21Q: 3 clusters Score -4.011628e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404182 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -40119696.000000 Penalty: 6441.498535
	Iteration 22Q: 3 clusters Score -4.01197e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409539 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -40122740.000000 Penalty: 6441.498535
	Iteration 23Q: 3 clusters Score -4.012274e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414112 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -40125048.000000 Penalty: 6441.498535
	Iteration 24Q: 3 clusters Score -4.012505e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417933 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -40127432.000000 Penalty: 6441.498535
	Iteration 25Q: 3 clusters Score -4.012743e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421160 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -40129472.000000 Penalty: 6441.498535
	Iteration 26Q: 3 clusters Score -4.012947e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423755 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -40130824.000000 Penalty: 6441.498535
	Iteration 27Q: 3 clusters Score -4.013082e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425848 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -40131844.000000 Penalty: 6441.498535
	Iteration 28Q: 3 clusters Score -4.013184e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427532 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -40132540.000000 Penalty: 6441.498535
	Iteration 29Q: 3 clusters Score -4.013254e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428895 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -40133024.000000 Penalty: 6441.498535
	Iteration 30Q: 3 clusters Score -4.013302e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429930 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -40133436.000000 Penalty: 6441.498535
	Iteration 31Q: 3 clusters Score -4.013344e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430721 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -40133736.000000 Penalty: 6441.498535
	Iteration 32Q: 3 clusters Score -4.013374e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431352 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -40133884.000000 Penalty: 6441.498535
	Iteration 33Q: 3 clusters Score -4.013388e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431874 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -40134240.000000 Penalty: 6441.498535
	Iteration 34Q: 3 clusters Score -4.013424e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432294 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -40134488.000000 Penalty: 6441.498535
	Iteration 35Q: 3 clusters Score -4.013449e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432670 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -40134624.000000 Penalty: 6441.498535
	Iteration 36Q: 3 clusters Score -4.013462e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432990 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -40134772.000000 Penalty: 6441.498535
	Iteration 37Q: 3 clusters Score -4.013477e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433238 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -40134792.000000 Penalty: 6441.498535
	Iteration 38Q: 3 clusters Score -4.013479e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433453 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -40134828.000000 Penalty: 6441.498535
	Iteration 39Q: 3 clusters Score -4.013483e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433643 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -40134944.000000 Penalty: 6441.498535
	Iteration 40F: 3 clusters Score -4.013494e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433799 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -40135012.000000 Penalty: 6441.498535
	Iteration 41Q: 3 clusters Score -4.013501e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433928 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -40135172.000000 Penalty: 6441.498535
	Iteration 42Q: 3 clusters Score -4.013517e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434022 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -40135144.000000 Penalty: 6441.498535
	Iteration 43Q: 3 clusters Score -4.013514e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434102 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -40135108.000000 Penalty: 6441.498535
	Iteration 44Q: 3 clusters Score -4.013511e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434176 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -40135156.000000 Penalty: 6441.498535
	Iteration 45Q: 3 clusters Score -4.013516e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434244 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -40135168.000000 Penalty: 6441.498535
	Iteration 46Q: 3 clusters Score -4.013517e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434317 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -40135208.000000 Penalty: 6441.498535
	Iteration 47Q: 3 clusters Score -4.013521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434375 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -40135220.000000 Penalty: 6441.498535
	Iteration 48Q: 3 clusters Score -4.013522e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434419 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -40135180.000000 Penalty: 6441.498535
	Iteration 49Q: 3 clusters Score -4.013518e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434476 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -40135196.000000 Penalty: 6441.498535
	Iteration 50Q: 3 clusters Score -4.01352e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434519 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -40135248.000000 Penalty: 6441.498535
	Iteration 51Q: 3 clusters Score -4.013525e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434560 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -40135212.000000 Penalty: 6441.498535
	Iteration 52Q: 3 clusters Score -4.013521e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434594 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -40135224.000000 Penalty: 6441.498535
	Iteration 53Q: 3 clusters Score -4.013522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434626 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -40135220.000000 Penalty: 6441.498535
	Iteration 54Q: 3 clusters Score -4.013522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434650 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -40135244.000000 Penalty: 6441.498535
	Iteration 55Q: 3 clusters Score -4.013524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434673 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -40135292.000000 Penalty: 6441.498535
	Iteration 56Q: 3 clusters Score -4.013529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434697 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -40135296.000000 Penalty: 6441.498535
	Iteration 57Q: 3 clusters Score -4.01353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434721 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -40135268.000000 Penalty: 6441.498535
	Iteration 58Q: 3 clusters Score -4.013527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434742 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -40135288.000000 Penalty: 6441.498535
	Iteration 59Q: 3 clusters Score -4.013529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434761 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -40135292.000000 Penalty: 6441.498535
	Iteration 60F: 3 clusters Score -4.013529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434775 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -40135280.000000 Penalty: 6441.498535
	Iteration 61Q: 3 clusters Score -4.013528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434789 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -40135320.000000 Penalty: 6441.498535
	Iteration 62Q: 3 clusters Score -4.013532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434812 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -40135312.000000 Penalty: 6441.498535
	Iteration 63Q: 3 clusters Score -4.013531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434827 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -40135288.000000 Penalty: 6441.498535
	Iteration 64Q: 3 clusters Score -4.013529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434839 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -40135284.000000 Penalty: 6441.498535
	Iteration 65Q: 3 clusters Score -4.013528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434857 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -40135240.000000 Penalty: 6441.498535
	Iteration 66Q: 3 clusters Score -4.013524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434869 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -40135272.000000 Penalty: 6441.498535
	Iteration 67Q: 3 clusters Score -4.013527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434884 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -40135288.000000 Penalty: 6441.498535
	Iteration 68Q: 3 clusters Score -4.013529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434895 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -40135280.000000 Penalty: 6441.498535
	Iteration 69Q: 3 clusters Score -4.013528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434907 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -40135332.000000 Penalty: 6441.498535
	Iteration 70Q: 3 clusters Score -4.013533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434920 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -40135324.000000 Penalty: 6441.498535
	Iteration 71Q: 3 clusters Score -4.013532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434933 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -40135280.000000 Penalty: 6441.498535
	Iteration 72Q: 3 clusters Score -4.013528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434944 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -40135268.000000 Penalty: 6441.498535
	Iteration 73Q: 3 clusters Score -4.013527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434947 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -40135296.000000 Penalty: 6441.498535
	Iteration 74Q: 3 clusters Score -4.01353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434955 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -40135272.000000 Penalty: 6441.498535
	Iteration 75Q: 3 clusters Score -4.013527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434963 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -40135276.000000 Penalty: 6441.498535
	Iteration 76Q: 3 clusters Score -4.013528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434974 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -40135264.000000 Penalty: 6441.498535
	Iteration 77Q: 3 clusters Score -4.013526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434988 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -40135264.000000 Penalty: 6441.498535
	Iteration 78Q: 3 clusters Score -4.013526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434994 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -40135236.000000 Penalty: 6441.498535
	Iteration 79Q: 3 clusters Score -4.013524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435004 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -40135220.000000 Penalty: 6441.498535
	Iteration 80F: 3 clusters Score -4.013522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435010 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -40135236.000000 Penalty: 6441.498535
	Iteration 81Q: 3 clusters Score -4.013524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435015 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -40135244.000000 Penalty: 6441.498535
	Iteration 82Q: 3 clusters Score -4.013524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435018 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -40135260.000000 Penalty: 6441.498535
	Iteration 83Q: 3 clusters Score -4.013526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435018 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -40135260.000000 Penalty: 6441.498535
	Iteration 84F: 3 clusters Score -4.013526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Entering Unmasked Estep 
Score: -2612771.750000 Penalty: 2545.719971
	Iteration 0F: 2 clusters Score -2612772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2593014.250000 Penalty: 5091.439941
	Iteration 0F: 3 clusters Score -2593014 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2600090.250000 Penalty: 5091.439941
	Iteration 1F: 3 clusters Score -2600090 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2600645.500000 Penalty: 5091.439941
	Iteration 2F: 3 clusters Score -2600646 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2601255.000000 Penalty: 5091.439941
	Iteration 3Q: 3 clusters Score -2601255 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2601843.750000 Penalty: 5091.439941
	Iteration 4Q: 3 clusters Score -2601844 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2602562.000000 Penalty: 5091.439941
	Iteration 5Q: 3 clusters Score -2602562 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2603399.500000 Penalty: 5091.439941
	Iteration 6F: 3 clusters Score -2603400 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2604421.750000 Penalty: 5091.439941
	Iteration 7F: 3 clusters Score -2604422 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2605585.250000 Penalty: 5091.439941
	Iteration 8F: 3 clusters Score -2605585 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2606758.500000 Penalty: 5091.439941
	Iteration 9F: 3 clusters Score -2606758 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2607746.500000 Penalty: 5091.439941
	Iteration 10Q: 3 clusters Score -2607746 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2608447.000000 Penalty: 5091.439941
	Iteration 11Q: 3 clusters Score -2608447 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2608907.750000 Penalty: 5091.439941
	Iteration 12Q: 3 clusters Score -2608908 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2609189.000000 Penalty: 5091.439941
	Iteration 13Q: 3 clusters Score -2609189 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2609333.750000 Penalty: 5091.439941
	Iteration 14Q: 3 clusters Score -2609334 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2609476.750000 Penalty: 5091.439941
	Iteration 15Q: 3 clusters Score -2609477 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2609563.250000 Penalty: 5091.439941
	Iteration 16Q: 3 clusters Score -2609563 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2609630.500000 Penalty: 5091.439941
	Iteration 17Q: 3 clusters Score -2609630 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2609684.250000 Penalty: 5091.439941
	Iteration 18Q: 3 clusters Score -2609684 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2609741.500000 Penalty: 5091.439941
	Iteration 19Q: 3 clusters Score -2609742 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2609790.500000 Penalty: 5091.439941
	Iteration 20F: 3 clusters Score -2609790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2609822.750000 Penalty: 5091.439941
	Iteration 21Q: 3 clusters Score -2609823 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2609845.250000 Penalty: 5091.439941
	Iteration 22Q: 3 clusters Score -2609845 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2609855.750000 Penalty: 5091.439941
	Iteration 23Q: 3 clusters Score -2609856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2609865.250000 Penalty: 5091.439941
	Iteration 24Q: 3 clusters Score -2609865 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2609871.750000 Penalty: 5091.439941
	Iteration 25Q: 3 clusters Score -2609872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2609882.500000 Penalty: 5091.439941
	Iteration 26Q: 3 clusters Score -2609882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2609896.500000 Penalty: 5091.439941
	Iteration 27Q: 3 clusters Score -2609896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2609901.500000 Penalty: 5091.439941
	Iteration 28Q: 3 clusters Score -2609902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2609914.500000 Penalty: 5091.439941
	Iteration 29Q: 3 clusters Score -2609914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2609907.250000 Penalty: 5091.439941
	Iteration 30Q: 3 clusters Score -2609907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2609914.750000 Penalty: 5091.439941
	Iteration 31Q: 3 clusters Score -2609915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2609914.750000 Penalty: 5091.439941
	Iteration 32Q: 3 clusters Score -2609915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2609925.500000 Penalty: 5091.439941
	Iteration 33Q: 3 clusters Score -2609926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2609930.500000 Penalty: 5091.439941
	Iteration 34Q: 3 clusters Score -2609930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2609930.500000 Penalty: 5091.439941
	Iteration 35Q: 3 clusters Score -2609930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2609938.500000 Penalty: 5091.439941
	Iteration 36Q: 3 clusters Score -2609938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2609942.000000 Penalty: 5091.439941
	Iteration 37Q: 3 clusters Score -2609942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2609942.750000 Penalty: 5091.439941
	Iteration 38Q: 3 clusters Score -2609943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2609938.500000 Penalty: 5091.439941
	Iteration 39Q: 3 clusters Score -2609938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2609937.250000 Penalty: 5091.439941
	Iteration 40F: 3 clusters Score -2609937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2609933.000000 Penalty: 5091.439941
	Iteration 41Q: 3 clusters Score -2609933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2609933.500000 Penalty: 5091.439941
	Iteration 42Q: 3 clusters Score -2609934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2609933.750000 Penalty: 5091.439941
	Iteration 43Q: 3 clusters Score -2609934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2609933.250000 Penalty: 5091.439941
	Iteration 44Q: 3 clusters Score -2609933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2609938.500000 Penalty: 5091.439941
	Iteration 45Q: 3 clusters Score -2609938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2609927.000000 Penalty: 5091.439941
	Iteration 46Q: 3 clusters Score -2609927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2609932.000000 Penalty: 5091.439941
	Iteration 47Q: 3 clusters Score -2609932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2609933.500000 Penalty: 5091.439941
	Iteration 48Q: 3 clusters Score -2609934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2609932.250000 Penalty: 5091.439941
	Iteration 49Q: 3 clusters Score -2609932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2609933.250000 Penalty: 5091.439941
	Iteration 50Q: 3 clusters Score -2609933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2609935.750000 Penalty: 5091.439941
	Iteration 51Q: 3 clusters Score -2609936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2609938.500000 Penalty: 5091.439941
	Iteration 52Q: 3 clusters Score -2609938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2609938.250000 Penalty: 5091.439941
	Iteration 53Q: 3 clusters Score -2609938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2609936.250000 Penalty: 5091.439941
	Iteration 54Q: 3 clusters Score -2609936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2609935.000000 Penalty: 5091.439941
	Iteration 55Q: 3 clusters Score -2609935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2609935.250000 Penalty: 5091.439941
	Iteration 56Q: 3 clusters Score -2609935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2609935.250000 Penalty: 5091.439941
	Iteration 57Q: 3 clusters Score -2609935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2609934.500000 Penalty: 5091.439941
	Iteration 58Q: 3 clusters Score -2609934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2609934.500000 Penalty: 5091.439941
	Iteration 59F: 3 clusters Score -2609934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Entering Unmasked Estep 
Score: -1241706.000000 Penalty: 2376.927246
	Iteration 0F: 2 clusters Score -1241706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1231205.625000 Penalty: 4753.854492
	Iteration 0F: 3 clusters Score -1231206 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1234500.500000 Penalty: 4753.854492
	Iteration 1F: 3 clusters Score -1234500 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1234820.125000 Penalty: 4753.854492
	Iteration 2F: 3 clusters Score -1234820 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1235093.000000 Penalty: 4753.854492
	Iteration 3Q: 3 clusters Score -1235093 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1235350.125000 Penalty: 4753.854492
	Iteration 4Q: 3 clusters Score -1235350 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1235584.500000 Penalty: 4753.854492
	Iteration 5Q: 3 clusters Score -1235584 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1235796.750000 Penalty: 4753.854492
	Iteration 6Q: 3 clusters Score -1235797 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1236039.125000 Penalty: 4753.854492
	Iteration 7Q: 3 clusters Score -1236039 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1236272.250000 Penalty: 4753.854492
	Iteration 8Q: 3 clusters Score -1236272 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1236535.000000 Penalty: 4753.854492
	Iteration 9Q: 3 clusters Score -1236535 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1236842.375000 Penalty: 4753.854492
	Iteration 10Q: 3 clusters Score -1236842 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1237170.625000 Penalty: 4753.854492
	Iteration 11Q: 3 clusters Score -1237171 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1237515.125000 Penalty: 4753.854492
	Iteration 12Q: 3 clusters Score -1237515 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1237841.875000 Penalty: 4753.854492
	Iteration 13Q: 3 clusters Score -1237842 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1238172.000000 Penalty: 4753.854492
	Iteration 14Q: 3 clusters Score -1238172 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1238434.625000 Penalty: 4753.854492
	Iteration 15Q: 3 clusters Score -1238435 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1238688.500000 Penalty: 4753.854492
	Iteration 16Q: 3 clusters Score -1238688 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1238907.375000 Penalty: 4753.854492
	Iteration 17Q: 3 clusters Score -1238907 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1239112.875000 Penalty: 4753.854492
	Iteration 18Q: 3 clusters Score -1239113 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1239272.125000 Penalty: 4753.854492
	Iteration 19Q: 3 clusters Score -1239272 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1239390.750000 Penalty: 4753.854492
	Iteration 20F: 3 clusters Score -1239391 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1239478.500000 Penalty: 4753.854492
	Iteration 21Q: 3 clusters Score -1239478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1239545.250000 Penalty: 4753.854492
	Iteration 22Q: 3 clusters Score -1239545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1239594.875000 Penalty: 4753.854492
	Iteration 23Q: 3 clusters Score -1239595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1239626.750000 Penalty: 4753.854492
	Iteration 24Q: 3 clusters Score -1239627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1239669.125000 Penalty: 4753.854492
	Iteration 25Q: 3 clusters Score -1239669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1239707.250000 Penalty: 4753.854492
	Iteration 26Q: 3 clusters Score -1239707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1239755.625000 Penalty: 4753.854492
	Iteration 27Q: 3 clusters Score -1239756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1239822.500000 Penalty: 4753.854492
	Iteration 28Q: 3 clusters Score -1239822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1239858.125000 Penalty: 4753.854492
	Iteration 29Q: 3 clusters Score -1239858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1239883.375000 Penalty: 4753.854492
	Iteration 30Q: 3 clusters Score -1239883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1239892.875000 Penalty: 4753.854492
	Iteration 31Q: 3 clusters Score -1239893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1239902.500000 Penalty: 4753.854492
	Iteration 32Q: 3 clusters Score -1239902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1239913.250000 Penalty: 4753.854492
	Iteration 33Q: 3 clusters Score -1239913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1239922.625000 Penalty: 4753.854492
	Iteration 34Q: 3 clusters Score -1239923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1239923.625000 Penalty: 4753.854492
	Iteration 35Q: 3 clusters Score -1239924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1239926.625000 Penalty: 4753.854492
	Iteration 36Q: 3 clusters Score -1239927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1239925.875000 Penalty: 4753.854492
	Iteration 37Q: 3 clusters Score -1239926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1239925.875000 Penalty: 4753.854492
	Iteration 38F: 3 clusters Score -1239926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Entering Unmasked Estep 
Score: -3687986.500000 Penalty: 2622.632324
	Iteration 0F: 2 clusters Score -3687986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3661444.000000 Penalty: 5245.264648
	Iteration 0F: 3 clusters Score -3661444 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3671134.000000 Penalty: 5245.264648
	Iteration 1F: 3 clusters Score -3671134 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3671599.250000 Penalty: 5245.264648
	Iteration 2Q: 3 clusters Score -3671599 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3672029.250000 Penalty: 5245.264648
	Iteration 3Q: 3 clusters Score -3672029 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3672436.500000 Penalty: 5245.264648
	Iteration 4Q: 3 clusters Score -3672436 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3672806.500000 Penalty: 5245.264648
	Iteration 5Q: 3 clusters Score -3672806 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3673177.250000 Penalty: 5245.264648
	Iteration 6Q: 3 clusters Score -3673177 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3673627.750000 Penalty: 5245.264648
	Iteration 7Q: 3 clusters Score -3673628 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3674170.500000 Penalty: 5245.264648
	Iteration 8Q: 3 clusters Score -3674170 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3674838.500000 Penalty: 5245.264648
	Iteration 9Q: 3 clusters Score -3674838 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3675688.000000 Penalty: 5245.264648
	Iteration 10Q: 3 clusters Score -3675688 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3676795.750000 Penalty: 5245.264648
	Iteration 11Q: 3 clusters Score -3676796 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3678011.000000 Penalty: 5245.264648
	Iteration 12Q: 3 clusters Score -3678011 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3679248.000000 Penalty: 5245.264648
	Iteration 13Q: 3 clusters Score -3679248 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3680393.750000 Penalty: 5245.264648
	Iteration 14Q: 3 clusters Score -3680394 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3681386.250000 Penalty: 5245.264648
	Iteration 15Q: 3 clusters Score -3681386 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3682146.500000 Penalty: 5245.264648
	Iteration 16Q: 3 clusters Score -3682146 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3682803.500000 Penalty: 5245.264648
	Iteration 17Q: 3 clusters Score -3682804 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3683404.250000 Penalty: 5245.264648
	Iteration 18Q: 3 clusters Score -3683404 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3683912.500000 Penalty: 5245.264648
	Iteration 19Q: 3 clusters Score -3683912 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3684328.750000 Penalty: 5245.264648
	Iteration 20F: 3 clusters Score -3684329 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3684637.250000 Penalty: 5245.264648
	Iteration 21Q: 3 clusters Score -3684637 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3684874.750000 Penalty: 5245.264648
	Iteration 22Q: 3 clusters Score -3684875 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3685046.250000 Penalty: 5245.264648
	Iteration 23Q: 3 clusters Score -3685046 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3685177.250000 Penalty: 5245.264648
	Iteration 24Q: 3 clusters Score -3685177 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3685301.000000 Penalty: 5245.264648
	Iteration 25Q: 3 clusters Score -3685301 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3685384.500000 Penalty: 5245.264648
	Iteration 26Q: 3 clusters Score -3685384 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3685481.750000 Penalty: 5245.264648
	Iteration 27Q: 3 clusters Score -3685482 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3685570.000000 Penalty: 5245.264648
	Iteration 28Q: 3 clusters Score -3685570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3685621.000000 Penalty: 5245.264648
	Iteration 29Q: 3 clusters Score -3685621 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3685656.500000 Penalty: 5245.264648
	Iteration 30Q: 3 clusters Score -3685656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3685683.500000 Penalty: 5245.264648
	Iteration 31Q: 3 clusters Score -3685684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3685708.750000 Penalty: 5245.264648
	Iteration 32Q: 3 clusters Score -3685709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3685721.250000 Penalty: 5245.264648
	Iteration 33Q: 3 clusters Score -3685721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3685730.750000 Penalty: 5245.264648
	Iteration 34Q: 3 clusters Score -3685731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3685738.500000 Penalty: 5245.264648
	Iteration 35Q: 3 clusters Score -3685738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3685757.500000 Penalty: 5245.264648
	Iteration 36Q: 3 clusters Score -3685758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3685774.750000 Penalty: 5245.264648
	Iteration 37Q: 3 clusters Score -3685775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3685784.000000 Penalty: 5245.264648
	Iteration 38Q: 3 clusters Score -3685784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3685786.000000 Penalty: 5245.264648
	Iteration 39Q: 3 clusters Score -3685786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3685788.750000 Penalty: 5245.264648
	Iteration 40F: 3 clusters Score -3685789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3685793.500000 Penalty: 5245.264648
	Iteration 41Q: 3 clusters Score -3685794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3685803.500000 Penalty: 5245.264648
	Iteration 42Q: 3 clusters Score -3685804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3685810.500000 Penalty: 5245.264648
	Iteration 43Q: 3 clusters Score -3685810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3685814.500000 Penalty: 5245.264648
	Iteration 44Q: 3 clusters Score -3685814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3685814.250000 Penalty: 5245.264648
	Iteration 45Q: 3 clusters Score -3685814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3685818.500000 Penalty: 5245.264648
	Iteration 46Q: 3 clusters Score -3685818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3685815.500000 Penalty: 5245.264648
	Iteration 47Q: 3 clusters Score -3685816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3685819.000000 Penalty: 5245.264648
	Iteration 48Q: 3 clusters Score -3685819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3685823.750000 Penalty: 5245.264648
	Iteration 49Q: 3 clusters Score -3685824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3685822.500000 Penalty: 5245.264648
	Iteration 50Q: 3 clusters Score -3685822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3685825.000000 Penalty: 5245.264648
	Iteration 51Q: 3 clusters Score -3685825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3685825.000000 Penalty: 5245.264648
	Iteration 52F: 3 clusters Score -3685825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Entering Unmasked Estep 
Score: -701965.937500 Penalty: 2232.211670
	Iteration 0F: 2 clusters Score -701965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -695505.125000 Penalty: 4464.423340
	Iteration 0F: 3 clusters Score -695505.1 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -697231.500000 Penalty: 4464.423340
	Iteration 1F: 3 clusters Score -697231.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -697494.062500 Penalty: 4464.423340
	Iteration 2F: 3 clusters Score -697494.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -697678.125000 Penalty: 4464.423340
	Iteration 3Q: 3 clusters Score -697678.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -697830.750000 Penalty: 4464.423340
	Iteration 4Q: 3 clusters Score -697830.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -697971.250000 Penalty: 4464.423340
	Iteration 5Q: 3 clusters Score -697971.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -698104.875000 Penalty: 4464.423340
	Iteration 6Q: 3 clusters Score -698104.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -698228.562500 Penalty: 4464.423340
	Iteration 7Q: 3 clusters Score -698228.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -698367.187500 Penalty: 4464.423340
	Iteration 8Q: 3 clusters Score -698367.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -698543.125000 Penalty: 4464.423340
	Iteration 9Q: 3 clusters Score -698543.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -698775.625000 Penalty: 4464.423340
	Iteration 10Q: 3 clusters Score -698775.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -699014.625000 Penalty: 4464.423340
	Iteration 11Q: 3 clusters Score -699014.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -699223.375000 Penalty: 4464.423340
	Iteration 12Q: 3 clusters Score -699223.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -699389.125000 Penalty: 4464.423340
	Iteration 13Q: 3 clusters Score -699389.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -699545.625000 Penalty: 4464.423340
	Iteration 14Q: 3 clusters Score -699545.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -699666.500000 Penalty: 4464.423340
	Iteration 15Q: 3 clusters Score -699666.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -699761.250000 Penalty: 4464.423340
	Iteration 16Q: 3 clusters Score -699761.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -699833.875000 Penalty: 4464.423340
	Iteration 17Q: 3 clusters Score -699833.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -699876.750000 Penalty: 4464.423340
	Iteration 18Q: 3 clusters Score -699876.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -699906.937500 Penalty: 4464.423340
	Iteration 19Q: 3 clusters Score -699906.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -699933.125000 Penalty: 4464.423340
	Iteration 20F: 3 clusters Score -699933.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -699956.875000 Penalty: 4464.423340
	Iteration 21Q: 3 clusters Score -699956.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -699972.812500 Penalty: 4464.423340
	Iteration 22Q: 3 clusters Score -699972.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -699984.500000 Penalty: 4464.423340
	Iteration 23Q: 3 clusters Score -699984.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -699993.500000 Penalty: 4464.423340
	Iteration 24Q: 3 clusters Score -699993.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -700002.062500 Penalty: 4464.423340
	Iteration 25Q: 3 clusters Score -700002.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -700004.562500 Penalty: 4464.423340
	Iteration 26Q: 3 clusters Score -700004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -700010.312500 Penalty: 4464.423340
	Iteration 27Q: 3 clusters Score -700010.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -700019.875000 Penalty: 4464.423340
	Iteration 28Q: 3 clusters Score -700019.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -700028.062500 Penalty: 4464.423340
	Iteration 29Q: 3 clusters Score -700028.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -700035.812500 Penalty: 4464.423340
	Iteration 30Q: 3 clusters Score -700035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -700042.562500 Penalty: 4464.423340
	Iteration 31Q: 3 clusters Score -700042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -700046.125000 Penalty: 4464.423340
	Iteration 32Q: 3 clusters Score -700046.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -700051.875000 Penalty: 4464.423340
	Iteration 33Q: 3 clusters Score -700051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -700054.062500 Penalty: 4464.423340
	Iteration 34Q: 3 clusters Score -700054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -700056.750000 Penalty: 4464.423340
	Iteration 35Q: 3 clusters Score -700056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -700063.312500 Penalty: 4464.423340
	Iteration 36Q: 3 clusters Score -700063.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -700065.875000 Penalty: 4464.423340
	Iteration 37Q: 3 clusters Score -700065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -700070.250000 Penalty: 4464.423340
	Iteration 38Q: 3 clusters Score -700070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -700075.062500 Penalty: 4464.423340
	Iteration 39Q: 3 clusters Score -700075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -700078.187500 Penalty: 4464.423340
	Iteration 40F: 3 clusters Score -700078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -700079.750000 Penalty: 4464.423340
	Iteration 41Q: 3 clusters Score -700079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -700080.250000 Penalty: 4464.423340
	Iteration 42Q: 3 clusters Score -700080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -700083.187500 Penalty: 4464.423340
	Iteration 43Q: 3 clusters Score -700083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -700083.375000 Penalty: 4464.423340
	Iteration 44Q: 3 clusters Score -700083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -700085.687500 Penalty: 4464.423340
	Iteration 45Q: 3 clusters Score -700085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -700086.000000 Penalty: 4464.423340
	Iteration 46Q: 3 clusters Score -700086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -700086.000000 Penalty: 4464.423340
	Iteration 47F: 3 clusters Score -700086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Entering Unmasked Estep 
Score: -854197.312500 Penalty: 2271.730469
	Iteration 0F: 2 clusters Score -854197.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -846825.125000 Penalty: 4543.460938
	Iteration 0F: 3 clusters Score -846825.1 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -848949.437500 Penalty: 4543.460938
	Iteration 1F: 3 clusters Score -848949.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -849236.312500 Penalty: 4543.460938
	Iteration 2F: 3 clusters Score -849236.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -849416.500000 Penalty: 4543.460938
	Iteration 3Q: 3 clusters Score -849416.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -849564.312500 Penalty: 4543.460938
	Iteration 4Q: 3 clusters Score -849564.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -849698.250000 Penalty: 4543.460938
	Iteration 5Q: 3 clusters Score -849698.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -849821.250000 Penalty: 4543.460938
	Iteration 6Q: 3 clusters Score -849821.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -849935.062500 Penalty: 4543.460938
	Iteration 7Q: 3 clusters Score -849935.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -850042.625000 Penalty: 4543.460938
	Iteration 8Q: 3 clusters Score -850042.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -850147.062500 Penalty: 4543.460938
	Iteration 9Q: 3 clusters Score -850147.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -850241.687500 Penalty: 4543.460938
	Iteration 10Q: 3 clusters Score -850241.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -850349.500000 Penalty: 4543.460938
	Iteration 11Q: 3 clusters Score -850349.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -850463.937500 Penalty: 4543.460938
	Iteration 12Q: 3 clusters Score -850463.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -850602.000000 Penalty: 4543.460938
	Iteration 13Q: 3 clusters Score -850602 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -850724.812500 Penalty: 4543.460938
	Iteration 14Q: 3 clusters Score -850724.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -850844.375000 Penalty: 4543.460938
	Iteration 15Q: 3 clusters Score -850844.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -850961.062500 Penalty: 4543.460938
	Iteration 16Q: 3 clusters Score -850961.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -851104.375000 Penalty: 4543.460938
	Iteration 17Q: 3 clusters Score -851104.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -851241.187500 Penalty: 4543.460938
	Iteration 18Q: 3 clusters Score -851241.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -851376.312500 Penalty: 4543.460938
	Iteration 19Q: 3 clusters Score -851376.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -851503.625000 Penalty: 4543.460938
	Iteration 20F: 3 clusters Score -851503.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -851638.062500 Penalty: 4543.460938
	Iteration 21Q: 3 clusters Score -851638.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -851762.000000 Penalty: 4543.460938
	Iteration 22Q: 3 clusters Score -851762 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -851877.562500 Penalty: 4543.460938
	Iteration 23Q: 3 clusters Score -851877.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -852002.875000 Penalty: 4543.460938
	Iteration 24Q: 3 clusters Score -852002.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -852123.187500 Penalty: 4543.460938
	Iteration 25Q: 3 clusters Score -852123.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -852230.125000 Penalty: 4543.460938
	Iteration 26Q: 3 clusters Score -852230.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -852314.187500 Penalty: 4543.460938
	Iteration 27Q: 3 clusters Score -852314.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -852394.187500 Penalty: 4543.460938
	Iteration 28Q: 3 clusters Score -852394.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -852459.812500 Penalty: 4543.460938
	Iteration 29Q: 3 clusters Score -852459.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -852497.812500 Penalty: 4543.460938
	Iteration 30Q: 3 clusters Score -852497.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -852523.250000 Penalty: 4543.460938
	Iteration 31Q: 3 clusters Score -852523.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -852541.875000 Penalty: 4543.460938
	Iteration 32Q: 3 clusters Score -852541.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -852559.375000 Penalty: 4543.460938
	Iteration 33Q: 3 clusters Score -852559.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -852566.562500 Penalty: 4543.460938
	Iteration 34Q: 3 clusters Score -852566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -852572.875000 Penalty: 4543.460938
	Iteration 35Q: 3 clusters Score -852572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -852574.437500 Penalty: 4543.460938
	Iteration 36Q: 3 clusters Score -852574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -852574.562500 Penalty: 4543.460938
	Iteration 37Q: 3 clusters Score -852574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -852577.000000 Penalty: 4543.460938
	Iteration 38Q: 3 clusters Score -852577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -852576.750000 Penalty: 4543.460938
	Iteration 39Q: 3 clusters Score -852576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -852578.312500 Penalty: 4543.460938
	Iteration 40F: 3 clusters Score -852578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 253937 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 3479 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 159614 members 
Mstep: Class 9 contains 14799 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 9290 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 26844 members 
Mstep: Class 17 contains 436652 members 
Mstep: Class 18 contains 28710 members 
Mstep: Class 19 contains 14536 members 
Mstep: Class 20 contains 39149 members 
Mstep: Class 21 contains 8110 members 
Mstep: Class 22 contains 9511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620496.000000 Penalty: 82531.210938
Iteration 79Q: 25 clusters Score -9.36205e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 254016 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 13698 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 159569 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 9302 members 
Mstep: Class 13 contains 2274 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 26818 members 
Mstep: Class 17 contains 436322 members 
Mstep: Class 18 contains 28778 members 
Mstep: Class 19 contains 14487 members 
Mstep: Class 20 contains 39144 members 
Mstep: Class 21 contains 8094 members 
Mstep: Class 22 contains 9522 members 
Mstep: Class 23 contains 1398 members 
Mstep: Class 24 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623400.000000 Penalty: 82531.210938
Iteration 80F: 25 clusters Score -9.36234e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 254074 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 13686 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 233 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 159542 members 
Mstep: Class 9 contains 14619 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9126 members 
Mstep: Class 12 contains 9319 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 3426 members 
Mstep: Class 16 contains 26802 members 
Mstep: Class 17 contains 436088 members 
Mstep: Class 18 contains 28837 members 
Mstep: Class 19 contains 14464 members 
Mstep: Class 20 contains 39145 members 
Mstep: Class 21 contains 8087 members 
Mstep: Class 22 contains 9523 members 
Mstep: Class 23 contains 1392 members 
Mstep: Class 24 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93625736.000000 Penalty: 82531.210938
Iteration 81Q: 25 clusters Score -9.362574e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254153 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13669 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 3519 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 159508 members 
Mstep: Class 9 contains 14529 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9129 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 26785 members 
Mstep: Class 17 contains 435947 members 
Mstep: Class 18 contains 28901 members 
Mstep: Class 19 contains 14438 members 
Mstep: Class 20 contains 39144 members 
Mstep: Class 21 contains 8077 members 
Mstep: Class 22 contains 9525 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626560.000000 Penalty: 82531.210938
Iteration 82Q: 25 clusters Score -9.362656e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254188 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 13654 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8545 members 
Mstep: Class 8 contains 159487 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 26778 members 
Mstep: Class 17 contains 435855 members 
Mstep: Class 18 contains 28957 members 
Mstep: Class 19 contains 14433 members 
Mstep: Class 20 contains 39142 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626664.000000 Penalty: 82531.210938
Iteration 83Q: 25 clusters Score -9.362666e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254218 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13646 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 159454 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 9361 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 3726 members 
Mstep: Class 16 contains 26767 members 
Mstep: Class 17 contains 435804 members 
Mstep: Class 18 contains 29000 members 
Mstep: Class 19 contains 14433 members 
Mstep: Class 20 contains 39137 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 9533 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626680.000000 Penalty: 82531.210938
Iteration 84Q: 25 clusters Score -9.362668e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254242 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13638 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8545 members 
Mstep: Class 8 contains 159421 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 9370 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 26758 members 
Mstep: Class 17 contains 435761 members 
Mstep: Class 18 contains 29031 members 
Mstep: Class 19 contains 14429 members 
Mstep: Class 20 contains 39133 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 9539 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626752.000000 Penalty: 82531.210938
Iteration 85Q: 25 clusters Score -9.362675e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254284 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13632 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3519 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 159387 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 9379 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 26752 members 
Mstep: Class 17 contains 435734 members 
Mstep: Class 18 contains 29058 members 
Mstep: Class 19 contains 14427 members 
Mstep: Class 20 contains 39130 members 
Mstep: Class 21 contains 8058 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626736.000000 Penalty: 82531.210938
Iteration 86Q: 25 clusters Score -9.362674e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254307 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13626 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 159360 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 9391 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 26748 members 
Mstep: Class 17 contains 435702 members 
Mstep: Class 18 contains 29082 members 
Mstep: Class 19 contains 14431 members 
Mstep: Class 20 contains 39129 members 
Mstep: Class 21 contains 8058 members 
Mstep: Class 22 contains 9548 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626656.000000 Penalty: 82531.210938
Iteration 87Q: 25 clusters Score -9.362666e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254317 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 159323 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 3833 members 
Mstep: Class 16 contains 26742 members 
Mstep: Class 17 contains 435665 members 
Mstep: Class 18 contains 29106 members 
Mstep: Class 19 contains 14440 members 
Mstep: Class 20 contains 39126 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9555 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626816.000000 Penalty: 82531.210938
Iteration 88Q: 25 clusters Score -9.362682e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254316 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 159289 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 16 contains 26741 members 
Mstep: Class 17 contains 435651 members 
Mstep: Class 18 contains 29126 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 39126 members 
Mstep: Class 21 contains 8061 members 
Mstep: Class 22 contains 9556 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626928.000000 Penalty: 82531.210938
Iteration 89Q: 25 clusters Score -9.362693e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254326 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13606 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8529 members 
Mstep: Class 8 contains 159264 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 9429 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 26744 members 
Mstep: Class 17 contains 435640 members 
Mstep: Class 18 contains 29151 members 
Mstep: Class 19 contains 14428 members 
Mstep: Class 20 contains 39124 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9558 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626984.000000 Penalty: 82531.210938
Iteration 90Q: 25 clusters Score -9.362698e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254340 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13596 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3512 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8524 members 
Mstep: Class 8 contains 159254 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9153 members 
Mstep: Class 12 contains 9441 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 26742 members 
Mstep: Class 17 contains 435629 members 
Mstep: Class 18 contains 29161 members 
Mstep: Class 19 contains 14421 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 9556 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626872.000000 Penalty: 82531.210938
Iteration 91Q: 25 clusters Score -9.362687e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254351 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3512 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 159229 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 9454 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 26747 members 
Mstep: Class 17 contains 435616 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9556 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626760.000000 Penalty: 82531.210938
Iteration 92Q: 25 clusters Score -9.362676e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254359 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13585 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8518 members 
Mstep: Class 8 contains 159223 members 
Mstep: Class 9 contains 14410 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9154 members 
Mstep: Class 12 contains 9462 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 3880 members 
Mstep: Class 16 contains 26746 members 
Mstep: Class 17 contains 435609 members 
Mstep: Class 18 contains 29185 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 9557 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626896.000000 Penalty: 82531.210938
Iteration 93Q: 25 clusters Score -9.36269e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254365 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13580 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159206 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9157 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 3885 members 
Mstep: Class 16 contains 26745 members 
Mstep: Class 17 contains 435605 members 
Mstep: Class 18 contains 29195 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 9558 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626952.000000 Penalty: 82531.210938
Iteration 94Q: 25 clusters Score -9.362695e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254355 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13577 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8517 members 
Mstep: Class 8 contains 159195 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9157 members 
Mstep: Class 12 contains 9475 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 26742 members 
Mstep: Class 17 contains 435593 members 
Mstep: Class 18 contains 29207 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8064 members 
Mstep: Class 22 contains 9559 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93626896.000000 Penalty: 82531.210938
Iteration 95Q: 25 clusters Score -9.36269e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254356 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13575 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 159188 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 16 contains 26741 members 
Mstep: Class 17 contains 435586 members 
Mstep: Class 18 contains 29211 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9561 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627000.000000 Penalty: 82531.210938
Iteration 96Q: 25 clusters Score -9.3627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254358 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13576 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 159188 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 26738 members 
Mstep: Class 17 contains 435581 members 
Mstep: Class 18 contains 29214 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 9562 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627088.000000 Penalty: 82531.210938
Iteration 97Q: 25 clusters Score -9.362709e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254357 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13577 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8518 members 
Mstep: Class 8 contains 159178 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26737 members 
Mstep: Class 17 contains 435575 members 
Mstep: Class 18 contains 29219 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627088.000000 Penalty: 82531.210938
Iteration 98Q: 25 clusters Score -9.362709e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254352 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13576 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8521 members 
Mstep: Class 8 contains 159170 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26738 members 
Mstep: Class 17 contains 435572 members 
Mstep: Class 18 contains 29225 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 9561 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627072.000000 Penalty: 82531.210938
Iteration 99Q: 25 clusters Score -9.362707e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 254349 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13575 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8522 members 
Mstep: Class 8 contains 159166 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26738 members 
Mstep: Class 17 contains 435569 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627064.000000 Penalty: 82531.210938
Iteration 100F: 25 clusters Score -9.362706e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 254357 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13567 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8522 members 
Mstep: Class 8 contains 159155 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9157 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26735 members 
Mstep: Class 17 contains 435568 members 
Mstep: Class 18 contains 29230 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 9567 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627184.000000 Penalty: 82531.210938
Iteration 101Q: 25 clusters Score -9.362718e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254369 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13560 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8517 members 
Mstep: Class 8 contains 159154 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26735 members 
Mstep: Class 17 contains 435563 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 9570 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627216.000000 Penalty: 82531.210938
Iteration 102Q: 25 clusters Score -9.362722e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254371 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13559 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159144 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26736 members 
Mstep: Class 17 contains 435564 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 39122 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 9572 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627256.000000 Penalty: 82531.210938
Iteration 103Q: 25 clusters Score -9.362726e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254375 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13558 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8517 members 
Mstep: Class 8 contains 159135 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435568 members 
Mstep: Class 18 contains 29227 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 39121 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627304.000000 Penalty: 82531.210938
Iteration 104Q: 25 clusters Score -9.36273e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254372 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13556 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 159114 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9181 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435565 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 39121 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9571 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627264.000000 Penalty: 82531.210938
Iteration 105Q: 25 clusters Score -9.362726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254375 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13555 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 159098 members 
Mstep: Class 9 contains 14444 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9196 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435564 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 39121 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627336.000000 Penalty: 82531.210938
Iteration 106Q: 25 clusters Score -9.362734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254383 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13553 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 159091 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9200 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435560 members 
Mstep: Class 18 contains 29227 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 39120 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627384.000000 Penalty: 82531.210938
Iteration 107Q: 25 clusters Score -9.362738e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254392 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13554 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8518 members 
Mstep: Class 8 contains 159091 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9200 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435559 members 
Mstep: Class 18 contains 29226 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627368.000000 Penalty: 82531.210938
Iteration 108Q: 25 clusters Score -9.362737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254394 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13553 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 159090 members 
Mstep: Class 9 contains 14445 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 435559 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14410 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627400.000000 Penalty: 82531.210938
Iteration 109Q: 25 clusters Score -9.36274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254395 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13550 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 159092 members 
Mstep: Class 9 contains 14444 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 435560 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14408 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627424.000000 Penalty: 82531.210938
Iteration 110Q: 25 clusters Score -9.362742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254397 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13549 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 159090 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 435558 members 
Mstep: Class 18 contains 29230 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627360.000000 Penalty: 82531.210938
Iteration 111Q: 25 clusters Score -9.362736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254396 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13547 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8518 members 
Mstep: Class 8 contains 159091 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9496 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 26735 members 
Mstep: Class 17 contains 435559 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8064 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627360.000000 Penalty: 82531.210938
Iteration 112Q: 25 clusters Score -9.362736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254395 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8517 members 
Mstep: Class 8 contains 159090 members 
Mstep: Class 9 contains 14453 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26735 members 
Mstep: Class 17 contains 435558 members 
Mstep: Class 18 contains 29230 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627376.000000 Penalty: 82531.210938
Iteration 113Q: 25 clusters Score -9.362738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254388 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13545 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8517 members 
Mstep: Class 8 contains 159088 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9203 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 435556 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14405 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627336.000000 Penalty: 82531.210938
Iteration 114Q: 25 clusters Score -9.362734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254386 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159089 members 
Mstep: Class 9 contains 14461 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9204 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627360.000000 Penalty: 82531.210938
Iteration 115Q: 25 clusters Score -9.362736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254383 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13543 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159091 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9204 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627328.000000 Penalty: 82531.210938
Iteration 116Q: 25 clusters Score -9.362733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254385 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13542 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159091 members 
Mstep: Class 9 contains 14461 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9203 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627272.000000 Penalty: 82531.210938
Iteration 117Q: 25 clusters Score -9.362727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254385 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13540 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159093 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93627304.000000 Penalty: 82531.210938
Iteration 118Q: 25 clusters Score -9.36273e+07 nChanged 8
Entering ConstructFrom: 
Score: -93627304.000000 Penalty: 82531.210938
Entering ConstructFrom: 
Trying to split cluster 1 (254385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254385 members 
Entering Unmasked Estep 
Score: -23128824.000000 Penalty: 3086.757812
	Iteration 0F: 2 clusters Score -2.312882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127216 members 
Mstep: Class 2 contains 127169 members 
Entering Unmasked Estep 
Score: -22957732.000000 Penalty: 6173.515625
	Iteration 0F: 3 clusters Score -2.295773e+07 nChanged 122850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 123871 members 
Entering Unmasked Estep 
Score: -23030120.000000 Penalty: 6173.515625
	Iteration 1F: 3 clusters Score -2.303012e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132090 members 
Mstep: Class 2 contains 122295 members 
Entering Unmasked Estep 
Score: -23031522.000000 Penalty: 6173.515625
	Iteration 2Q: 3 clusters Score -2.303152e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -23033150.000000 Penalty: 6173.515625
	Iteration 3Q: 3 clusters Score -2.303315e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138176 members 
Mstep: Class 2 contains 116209 members 
Entering Unmasked Estep 
Score: -23035184.000000 Penalty: 6173.515625
	Iteration 4Q: 3 clusters Score -2.303518e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -23038568.000000 Penalty: 6173.515625
	Iteration 5Q: 3 clusters Score -2.303857e+07 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 102557 members 
Entering Unmasked Estep 
Score: -23043340.000000 Penalty: 6173.515625
	Iteration 6Q: 3 clusters Score -2.304334e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163223 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -23050942.000000 Penalty: 6173.515625
	Iteration 7F: 3 clusters Score -2.305094e+07 nChanged 16865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178250 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -23061876.000000 Penalty: 6173.515625
	Iteration 8F: 3 clusters Score -2.306188e+07 nChanged 18309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195739 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -23075918.000000 Penalty: 6173.515625
	Iteration 9F: 3 clusters Score -2.307592e+07 nChanged 18216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213625 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -23091238.000000 Penalty: 6173.515625
	Iteration 10F: 3 clusters Score -2.309124e+07 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229023 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -23105018.000000 Penalty: 6173.515625
	Iteration 11F: 3 clusters Score -2.310502e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240312 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -23115098.000000 Penalty: 6173.515625
	Iteration 12Q: 3 clusters Score -2.31151e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247176 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -23121088.000000 Penalty: 6173.515625
	Iteration 13Q: 3 clusters Score -2.312109e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250648 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -23123842.000000 Penalty: 6173.515625
	Iteration 14Q: 3 clusters Score -2.312384e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252285 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -23125104.000000 Penalty: 6173.515625
	Iteration 15Q: 3 clusters Score -2.31251e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252953 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -23125622.000000 Penalty: 6173.515625
	Iteration 16Q: 3 clusters Score -2.312562e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253279 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23125856.000000 Penalty: 6173.515625
	Iteration 17Q: 3 clusters Score -2.312586e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253486 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -23126008.000000 Penalty: 6173.515625
	Iteration 18Q: 3 clusters Score -2.312601e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253594 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -23126080.000000 Penalty: 6173.515625
	Iteration 19Q: 3 clusters Score -2.312608e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253653 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -23126140.000000 Penalty: 6173.515625
	Iteration 20F: 3 clusters Score -2.312614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253678 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -23126146.000000 Penalty: 6173.515625
	Iteration 21Q: 3 clusters Score -2.312615e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253705 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -23126166.000000 Penalty: 6173.515625
	Iteration 22Q: 3 clusters Score -2.312617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253721 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23126202.000000 Penalty: 6173.515625
	Iteration 23Q: 3 clusters Score -2.31262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253724 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -23126228.000000 Penalty: 6173.515625
	Iteration 24Q: 3 clusters Score -2.312623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253733 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -23126248.000000 Penalty: 6173.515625
	Iteration 25Q: 3 clusters Score -2.312625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253744 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -23126238.000000 Penalty: 6173.515625
	Iteration 26Q: 3 clusters Score -2.312624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253752 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -23126272.000000 Penalty: 6173.515625
	Iteration 27Q: 3 clusters Score -2.312627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253761 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -23126264.000000 Penalty: 6173.515625
	Iteration 28Q: 3 clusters Score -2.312626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253768 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -23126282.000000 Penalty: 6173.515625
	Iteration 29Q: 3 clusters Score -2.312628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253772 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -23126288.000000 Penalty: 6173.515625
	Iteration 30Q: 3 clusters Score -2.312629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253778 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -23126290.000000 Penalty: 6173.515625
	Iteration 31Q: 3 clusters Score -2.312629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253787 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -23126326.000000 Penalty: 6173.515625
	Iteration 32Q: 3 clusters Score -2.312633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253787 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -23126336.000000 Penalty: 6173.515625
	Iteration 33Q: 3 clusters Score -2.312634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253783 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -23126330.000000 Penalty: 6173.515625
	Iteration 34Q: 3 clusters Score -2.312633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253783 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -23126332.000000 Penalty: 6173.515625
	Iteration 35Q: 3 clusters Score -2.312633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253786 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -23126316.000000 Penalty: 6173.515625
	Iteration 36Q: 3 clusters Score -2.312632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253787 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -23126320.000000 Penalty: 6173.515625
	Iteration 37Q: 3 clusters Score -2.312632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253789 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -23126328.000000 Penalty: 6173.515625
	Iteration 38Q: 3 clusters Score -2.312633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253790 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -23126332.000000 Penalty: 6173.515625
	Iteration 39Q: 3 clusters Score -2.312633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253792 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -23126342.000000 Penalty: 6173.515625
	Iteration 40F: 3 clusters Score -2.312634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -44867.933594 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -44867.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43339.062500 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -43339.06 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43773.527344 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -43773.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44119.027344 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -44119.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44356.628906 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -44356.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44492.574219 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -44492.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44599.507812 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -44599.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44633.902344 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -44633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44643.179688 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -44643.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44644.574219 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -44644.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44644.574219 Penalty: 3165.380615
	Iteration 9F: 3 clusters Score -44644.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Entering Unmasked Estep 
Score: -1171312.250000 Penalty: 2359.269043
	Iteration 0F: 2 clusters Score -1171312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1161379.125000 Penalty: 4718.538086
	Iteration 0F: 3 clusters Score -1161379 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1164459.750000 Penalty: 4718.538086
	Iteration 1F: 3 clusters Score -1164460 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1164936.875000 Penalty: 4718.538086
	Iteration 2F: 3 clusters Score -1164937 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1165561.375000 Penalty: 4718.538086
	Iteration 3F: 3 clusters Score -1165561 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1166287.625000 Penalty: 4718.538086
	Iteration 4F: 3 clusters Score -1166288 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1167153.125000 Penalty: 4718.538086
	Iteration 5F: 3 clusters Score -1167153 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1168025.625000 Penalty: 4718.538086
	Iteration 6F: 3 clusters Score -1168026 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1168763.875000 Penalty: 4718.538086
	Iteration 7F: 3 clusters Score -1168764 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1169313.875000 Penalty: 4718.538086
	Iteration 8F: 3 clusters Score -1169314 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1169644.000000 Penalty: 4718.538086
	Iteration 9Q: 3 clusters Score -1169644 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1169878.125000 Penalty: 4718.538086
	Iteration 10Q: 3 clusters Score -1169878 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1170061.875000 Penalty: 4718.538086
	Iteration 11Q: 3 clusters Score -1170062 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1170191.125000 Penalty: 4718.538086
	Iteration 12Q: 3 clusters Score -1170191 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1170282.250000 Penalty: 4718.538086
	Iteration 13Q: 3 clusters Score -1170282 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1170337.000000 Penalty: 4718.538086
	Iteration 14Q: 3 clusters Score -1170337 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1170395.375000 Penalty: 4718.538086
	Iteration 15Q: 3 clusters Score -1170395 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1170438.875000 Penalty: 4718.538086
	Iteration 16Q: 3 clusters Score -1170439 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1170493.000000 Penalty: 4718.538086
	Iteration 17Q: 3 clusters Score -1170493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1170533.875000 Penalty: 4718.538086
	Iteration 18Q: 3 clusters Score -1170534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1170561.750000 Penalty: 4718.538086
	Iteration 19Q: 3 clusters Score -1170562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1170579.750000 Penalty: 4718.538086
	Iteration 20F: 3 clusters Score -1170580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1170584.375000 Penalty: 4718.538086
	Iteration 21Q: 3 clusters Score -1170584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1170589.000000 Penalty: 4718.538086
	Iteration 22Q: 3 clusters Score -1170589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1170592.375000 Penalty: 4718.538086
	Iteration 23Q: 3 clusters Score -1170592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1170590.875000 Penalty: 4718.538086
	Iteration 24Q: 3 clusters Score -1170591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1170595.625000 Penalty: 4718.538086
	Iteration 25Q: 3 clusters Score -1170596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1170598.000000 Penalty: 4718.538086
	Iteration 26Q: 3 clusters Score -1170598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1170599.375000 Penalty: 4718.538086
	Iteration 27Q: 3 clusters Score -1170599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1170599.000000 Penalty: 4718.538086
	Iteration 28Q: 3 clusters Score -1170599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1170601.250000 Penalty: 4718.538086
	Iteration 29Q: 3 clusters Score -1170601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1170599.375000 Penalty: 4718.538086
	Iteration 30Q: 3 clusters Score -1170599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1170602.000000 Penalty: 4718.538086
	Iteration 31Q: 3 clusters Score -1170602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1170604.500000 Penalty: 4718.538086
	Iteration 32Q: 3 clusters Score -1170604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1170602.625000 Penalty: 4718.538086
	Iteration 33Q: 3 clusters Score -1170603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1170602.625000 Penalty: 4718.538086
	Iteration 34Q: 3 clusters Score -1170603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1170608.875000 Penalty: 4718.538086
	Iteration 35Q: 3 clusters Score -1170609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1170606.875000 Penalty: 4718.538086
	Iteration 36Q: 3 clusters Score -1170607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1170611.875000 Penalty: 4718.538086
	Iteration 37Q: 3 clusters Score -1170612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1170612.625000 Penalty: 4718.538086
	Iteration 38Q: 3 clusters Score -1170613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1170613.250000 Penalty: 4718.538086
	Iteration 39Q: 3 clusters Score -1170613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1170615.000000 Penalty: 4718.538086
	Iteration 40F: 3 clusters Score -1170615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1170614.000000 Penalty: 4718.538086
	Iteration 41Q: 3 clusters Score -1170614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1170614.000000 Penalty: 4718.538086
	Iteration 42F: 3 clusters Score -1170614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -118901.789062 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -118901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116710.492188 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -116710.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117138.390625 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -117138.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -117357.890625 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -117357.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -117572.585938 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -117572.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -117935.726562 Penalty: 3603.999756
	Iteration 4F: 3 clusters Score -117935.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -118349.960938 Penalty: 3603.999756
	Iteration 5F: 3 clusters Score -118350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118684.515625 Penalty: 3603.999756
	Iteration 6F: 3 clusters Score -118684.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118862.625000 Penalty: 3603.999756
	Iteration 7F: 3 clusters Score -118862.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118994.734375 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -118994.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -119095.773438 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -119095.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -119155.546875 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -119155.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119192.929688 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -119192.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -119231.445312 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -119231.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -119250.242188 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -119250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -119257.273438 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -119257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119258.890625 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -119258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119258.890625 Penalty: 3603.999756
	Iteration 16F: 3 clusters Score -119258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254385 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 1021 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159095 members 
Mstep: Class 9 contains 14463 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 410 members 
Entering Unmasked Estep 
Score: -93625808.000000 Penalty: 85970.007812
Splitting cluster 4 changes total score from -93627304.000000 to -93625808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Entering Unmasked Estep 
Score: -314197.156250 Penalty: 2024.374878
	Iteration 0F: 2 clusters Score -314197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -310618.812500 Penalty: 4048.749756
	Iteration 0F: 3 clusters Score -310618.8 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -311387.218750 Penalty: 4048.749756
	Iteration 1F: 3 clusters Score -311387.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -311674.093750 Penalty: 4048.749756
	Iteration 2F: 3 clusters Score -311674.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -311882.750000 Penalty: 4048.749756
	Iteration 3F: 3 clusters Score -311882.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -312138.812500 Penalty: 4048.749756
	Iteration 4F: 3 clusters Score -312138.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -312358.500000 Penalty: 4048.749756
	Iteration 5F: 3 clusters Score -312358.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -312535.562500 Penalty: 4048.749756
	Iteration 6F: 3 clusters Score -312535.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -312685.312500 Penalty: 4048.749756
	Iteration 7Q: 3 clusters Score -312685.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312788.093750 Penalty: 4048.749756
	Iteration 8Q: 3 clusters Score -312788.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -312854.062500 Penalty: 4048.749756
	Iteration 9Q: 3 clusters Score -312854.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -312892.750000 Penalty: 4048.749756
	Iteration 10Q: 3 clusters Score -312892.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -312925.500000 Penalty: 4048.749756
	Iteration 11Q: 3 clusters Score -312925.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -312947.687500 Penalty: 4048.749756
	Iteration 12Q: 3 clusters Score -312947.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -312958.656250 Penalty: 4048.749756
	Iteration 13Q: 3 clusters Score -312958.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -312965.625000 Penalty: 4048.749756
	Iteration 14Q: 3 clusters Score -312965.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -312970.250000 Penalty: 4048.749756
	Iteration 15Q: 3 clusters Score -312970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -312974.437500 Penalty: 4048.749756
	Iteration 16Q: 3 clusters Score -312974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -312976.843750 Penalty: 4048.749756
	Iteration 17Q: 3 clusters Score -312976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -312978.843750 Penalty: 4048.749756
	Iteration 18Q: 3 clusters Score -312978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -312979.468750 Penalty: 4048.749756
	Iteration 19Q: 3 clusters Score -312979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -312980.468750 Penalty: 4048.749756
	Iteration 20F: 3 clusters Score -312980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -312981.218750 Penalty: 4048.749756
	Iteration 21Q: 3 clusters Score -312981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -312982.093750 Penalty: 4048.749756
	Iteration 22Q: 3 clusters Score -312982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -312982.687500 Penalty: 4048.749756
	Iteration 23Q: 3 clusters Score -312982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -312983.031250 Penalty: 4048.749756
	Iteration 24Q: 3 clusters Score -312983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -312983.437500 Penalty: 4048.749756
	Iteration 25Q: 3 clusters Score -312983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -312984.093750 Penalty: 4048.749756
	Iteration 26Q: 3 clusters Score -312984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -312985.000000 Penalty: 4048.749756
	Iteration 27Q: 3 clusters Score -312985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -312986.906250 Penalty: 4048.749756
	Iteration 28Q: 3 clusters Score -312986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -312989.468750 Penalty: 4048.749756
	Iteration 29Q: 3 clusters Score -312989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -312992.093750 Penalty: 4048.749756
	Iteration 30Q: 3 clusters Score -312992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -312992.250000 Penalty: 4048.749756
	Iteration 31Q: 3 clusters Score -312992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -312993.218750 Penalty: 4048.749756
	Iteration 32Q: 3 clusters Score -312993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -312993.906250 Penalty: 4048.749756
	Iteration 33Q: 3 clusters Score -312993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -312994.468750 Penalty: 4048.749756
	Iteration 34Q: 3 clusters Score -312994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -312995.781250 Penalty: 4048.749756
	Iteration 35Q: 3 clusters Score -312995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -312995.781250 Penalty: 4048.749756
	Iteration 36F: 3 clusters Score -312995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -16438.957031 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -16438.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15274.954102 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -15274.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15389.386719 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -15389.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15408.856445 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -15408.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15414.649414 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -15414.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15425.986328 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -15425.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15429.140625 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -15429.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15429.140625 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -15429.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Entering Unmasked Estep 
Score: -722280.375000 Penalty: 2244.325928
	Iteration 0F: 2 clusters Score -722280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -715584.062500 Penalty: 4488.651855
	Iteration 0F: 3 clusters Score -715584.1 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -717526.937500 Penalty: 4488.651855
	Iteration 1F: 3 clusters Score -717526.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -717821.062500 Penalty: 4488.651855
	Iteration 2F: 3 clusters Score -717821.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -718023.187500 Penalty: 4488.651855
	Iteration 3F: 3 clusters Score -718023.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -718186.437500 Penalty: 4488.651855
	Iteration 4Q: 3 clusters Score -718186.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -718346.437500 Penalty: 4488.651855
	Iteration 5Q: 3 clusters Score -718346.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -718528.687500 Penalty: 4488.651855
	Iteration 6Q: 3 clusters Score -718528.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -718692.937500 Penalty: 4488.651855
	Iteration 7Q: 3 clusters Score -718692.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -718867.000000 Penalty: 4488.651855
	Iteration 8Q: 3 clusters Score -718867 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -719056.375000 Penalty: 4488.651855
	Iteration 9Q: 3 clusters Score -719056.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -719212.625000 Penalty: 4488.651855
	Iteration 10Q: 3 clusters Score -719212.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -719334.000000 Penalty: 4488.651855
	Iteration 11Q: 3 clusters Score -719334 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -719443.375000 Penalty: 4488.651855
	Iteration 12Q: 3 clusters Score -719443.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -719520.187500 Penalty: 4488.651855
	Iteration 13Q: 3 clusters Score -719520.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -719575.812500 Penalty: 4488.651855
	Iteration 14Q: 3 clusters Score -719575.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -719625.187500 Penalty: 4488.651855
	Iteration 15Q: 3 clusters Score -719625.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -719666.687500 Penalty: 4488.651855
	Iteration 16Q: 3 clusters Score -719666.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -719704.812500 Penalty: 4488.651855
	Iteration 17Q: 3 clusters Score -719704.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -719731.812500 Penalty: 4488.651855
	Iteration 18Q: 3 clusters Score -719731.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -719757.437500 Penalty: 4488.651855
	Iteration 19Q: 3 clusters Score -719757.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -719780.312500 Penalty: 4488.651855
	Iteration 20F: 3 clusters Score -719780.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -719798.812500 Penalty: 4488.651855
	Iteration 21Q: 3 clusters Score -719798.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -719813.875000 Penalty: 4488.651855
	Iteration 22Q: 3 clusters Score -719813.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -719831.125000 Penalty: 4488.651855
	Iteration 23Q: 3 clusters Score -719831.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -719846.375000 Penalty: 4488.651855
	Iteration 24Q: 3 clusters Score -719846.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -719864.500000 Penalty: 4488.651855
	Iteration 25Q: 3 clusters Score -719864.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -719886.312500 Penalty: 4488.651855
	Iteration 26Q: 3 clusters Score -719886.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -719909.625000 Penalty: 4488.651855
	Iteration 27Q: 3 clusters Score -719909.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -719932.312500 Penalty: 4488.651855
	Iteration 28Q: 3 clusters Score -719932.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -719950.937500 Penalty: 4488.651855
	Iteration 29Q: 3 clusters Score -719950.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -719969.687500 Penalty: 4488.651855
	Iteration 30Q: 3 clusters Score -719969.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -719994.750000 Penalty: 4488.651855
	Iteration 31Q: 3 clusters Score -719994.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -720007.000000 Penalty: 4488.651855
	Iteration 32Q: 3 clusters Score -720007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -720019.750000 Penalty: 4488.651855
	Iteration 33Q: 3 clusters Score -720019.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -720025.500000 Penalty: 4488.651855
	Iteration 34Q: 3 clusters Score -720025.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -720031.000000 Penalty: 4488.651855
	Iteration 35Q: 3 clusters Score -720031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -720035.125000 Penalty: 4488.651855
	Iteration 36Q: 3 clusters Score -720035.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -720038.875000 Penalty: 4488.651855
	Iteration 37Q: 3 clusters Score -720038.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -720048.125000 Penalty: 4488.651855
	Iteration 38Q: 3 clusters Score -720048.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -720053.000000 Penalty: 4488.651855
	Iteration 39Q: 3 clusters Score -720053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -720055.812500 Penalty: 4488.651855
	Iteration 40F: 3 clusters Score -720055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -720057.937500 Penalty: 4488.651855
	Iteration 41Q: 3 clusters Score -720057.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -720059.187500 Penalty: 4488.651855
	Iteration 42Q: 3 clusters Score -720059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -720060.500000 Penalty: 4488.651855
	Iteration 43Q: 3 clusters Score -720060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -720061.562500 Penalty: 4488.651855
	Iteration 44Q: 3 clusters Score -720061.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -720065.437500 Penalty: 4488.651855
	Iteration 45Q: 3 clusters Score -720065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -720066.125000 Penalty: 4488.651855
	Iteration 46Q: 3 clusters Score -720066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -720066.625000 Penalty: 4488.651855
	Iteration 47Q: 3 clusters Score -720066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -720067.125000 Penalty: 4488.651855
	Iteration 48Q: 3 clusters Score -720067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -720069.562500 Penalty: 4488.651855
	Iteration 49Q: 3 clusters Score -720069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -720070.937500 Penalty: 4488.651855
	Iteration 50Q: 3 clusters Score -720070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -720072.687500 Penalty: 4488.651855
	Iteration 51Q: 3 clusters Score -720072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -720074.125000 Penalty: 4488.651855
	Iteration 52Q: 3 clusters Score -720074.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -720073.812500 Penalty: 4488.651855
	Iteration 53Q: 3 clusters Score -720073.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -720078.312500 Penalty: 4488.651855
	Iteration 54Q: 3 clusters Score -720078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -720077.000000 Penalty: 4488.651855
	Iteration 55Q: 3 clusters Score -720077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -720078.500000 Penalty: 4488.651855
	Iteration 56Q: 3 clusters Score -720078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -720078.250000 Penalty: 4488.651855
	Iteration 57Q: 3 clusters Score -720078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -720078.875000 Penalty: 4488.651855
	Iteration 58Q: 3 clusters Score -720078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -720078.875000 Penalty: 4488.651855
	Iteration 59F: 3 clusters Score -720078.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159095 members 
Entering Unmasked Estep 
Score: -14243473.000000 Penalty: 2970.359619
	Iteration 0F: 2 clusters Score -1.424347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -14136716.000000 Penalty: 5940.719238
	Iteration 0F: 3 clusters Score -1.413672e+07 nChanged 76339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -14181228.000000 Penalty: 5940.719238
	Iteration 1F: 3 clusters Score -1.418123e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -14182718.000000 Penalty: 5940.719238
	Iteration 2Q: 3 clusters Score -1.418272e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -14184887.000000 Penalty: 5940.719238
	Iteration 3Q: 3 clusters Score -1.418489e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -14188780.000000 Penalty: 5940.719238
	Iteration 4F: 3 clusters Score -1.418878e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 111515 members 
Entering Unmasked Estep 
Score: -14195687.000000 Penalty: 5940.719238
	Iteration 5F: 3 clusters Score -1.419569e+07 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -14207160.000000 Penalty: 5940.719238
	Iteration 6F: 3 clusters Score -1.420716e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -14221344.000000 Penalty: 5940.719238
	Iteration 7F: 3 clusters Score -1.422134e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -14233006.000000 Penalty: 5940.719238
	Iteration 8F: 3 clusters Score -1.423301e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 155991 members 
Entering Unmasked Estep 
Score: -14238478.000000 Penalty: 5940.719238
	Iteration 9Q: 3 clusters Score -1.423848e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 157896 members 
Entering Unmasked Estep 
Score: -14240322.000000 Penalty: 5940.719238
	Iteration 10Q: 3 clusters Score -1.424032e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -14240783.000000 Penalty: 5940.719238
	Iteration 11Q: 3 clusters Score -1.424078e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 158562 members 
Entering Unmasked Estep 
Score: -14240937.000000 Penalty: 5940.719238
	Iteration 12Q: 3 clusters Score -1.424094e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 158612 members 
Entering Unmasked Estep 
Score: -14241029.000000 Penalty: 5940.719238
	Iteration 13Q: 3 clusters Score -1.424103e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 158624 members 
Entering Unmasked Estep 
Score: -14241068.000000 Penalty: 5940.719238
	Iteration 14Q: 3 clusters Score -1.424107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -14241100.000000 Penalty: 5940.719238
	Iteration 15Q: 3 clusters Score -1.42411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -14241140.000000 Penalty: 5940.719238
	Iteration 16Q: 3 clusters Score -1.424114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 158645 members 
Entering Unmasked Estep 
Score: -14241176.000000 Penalty: 5940.719238
	Iteration 17Q: 3 clusters Score -1.424118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 158650 members 
Entering Unmasked Estep 
Score: -14241205.000000 Penalty: 5940.719238
	Iteration 18Q: 3 clusters Score -1.42412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -14241206.000000 Penalty: 5940.719238
	Iteration 19Q: 3 clusters Score -1.424121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -14241225.000000 Penalty: 5940.719238
	Iteration 20F: 3 clusters Score -1.424122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 158648 members 
Entering Unmasked Estep 
Score: -14241226.000000 Penalty: 5940.719238
	Iteration 21Q: 3 clusters Score -1.424123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 158649 members 
Entering Unmasked Estep 
Score: -14241233.000000 Penalty: 5940.719238
	Iteration 22Q: 3 clusters Score -1.424123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 158649 members 
Entering Unmasked Estep 
Score: -14241237.000000 Penalty: 5940.719238
	Iteration 23Q: 3 clusters Score -1.424124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 158648 members 
Entering Unmasked Estep 
Score: -14241227.000000 Penalty: 5940.719238
	Iteration 24Q: 3 clusters Score -1.424123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 158648 members 
Entering Unmasked Estep 
Score: -14241227.000000 Penalty: 5940.719238
	Iteration 25F: 3 clusters Score -1.424123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Entering Unmasked Estep 
Score: -1334548.375000 Penalty: 2375.678467
	Iteration 0F: 2 clusters Score -1334548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1324004.375000 Penalty: 4751.356934
	Iteration 0F: 3 clusters Score -1324004 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1327361.375000 Penalty: 4751.356934
	Iteration 1F: 3 clusters Score -1327361 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1327811.875000 Penalty: 4751.356934
	Iteration 2F: 3 clusters Score -1327812 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1328213.375000 Penalty: 4751.356934
	Iteration 3F: 3 clusters Score -1328213 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1328647.000000 Penalty: 4751.356934
	Iteration 4F: 3 clusters Score -1328647 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1329124.375000 Penalty: 4751.356934
	Iteration 5F: 3 clusters Score -1329124 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1329601.375000 Penalty: 4751.356934
	Iteration 6F: 3 clusters Score -1329601 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1330117.625000 Penalty: 4751.356934
	Iteration 7F: 3 clusters Score -1330118 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1330612.375000 Penalty: 4751.356934
	Iteration 8Q: 3 clusters Score -1330612 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1331120.875000 Penalty: 4751.356934
	Iteration 9Q: 3 clusters Score -1331121 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1331548.750000 Penalty: 4751.356934
	Iteration 10Q: 3 clusters Score -1331549 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1331848.375000 Penalty: 4751.356934
	Iteration 11Q: 3 clusters Score -1331848 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1332051.500000 Penalty: 4751.356934
	Iteration 12Q: 3 clusters Score -1332052 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1332187.250000 Penalty: 4751.356934
	Iteration 13Q: 3 clusters Score -1332187 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1332284.875000 Penalty: 4751.356934
	Iteration 14Q: 3 clusters Score -1332285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1332344.125000 Penalty: 4751.356934
	Iteration 15Q: 3 clusters Score -1332344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1332393.750000 Penalty: 4751.356934
	Iteration 16Q: 3 clusters Score -1332394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1332428.625000 Penalty: 4751.356934
	Iteration 17Q: 3 clusters Score -1332429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1332449.000000 Penalty: 4751.356934
	Iteration 18Q: 3 clusters Score -1332449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1332457.000000 Penalty: 4751.356934
	Iteration 19Q: 3 clusters Score -1332457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1332463.000000 Penalty: 4751.356934
	Iteration 20F: 3 clusters Score -1332463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1332463.625000 Penalty: 4751.356934
	Iteration 21Q: 3 clusters Score -1332464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1332465.250000 Penalty: 4751.356934
	Iteration 22Q: 3 clusters Score -1332465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1332467.125000 Penalty: 4751.356934
	Iteration 23Q: 3 clusters Score -1332467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1332472.000000 Penalty: 4751.356934
	Iteration 24Q: 3 clusters Score -1332472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1332476.250000 Penalty: 4751.356934
	Iteration 25Q: 3 clusters Score -1332476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1332482.375000 Penalty: 4751.356934
	Iteration 26Q: 3 clusters Score -1332482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1332487.250000 Penalty: 4751.356934
	Iteration 27Q: 3 clusters Score -1332487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1332491.750000 Penalty: 4751.356934
	Iteration 28Q: 3 clusters Score -1332492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1332498.125000 Penalty: 4751.356934
	Iteration 29Q: 3 clusters Score -1332498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1332504.500000 Penalty: 4751.356934
	Iteration 30Q: 3 clusters Score -1332504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1332513.375000 Penalty: 4751.356934
	Iteration 31Q: 3 clusters Score -1332513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1332520.000000 Penalty: 4751.356934
	Iteration 32Q: 3 clusters Score -1332520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1332523.000000 Penalty: 4751.356934
	Iteration 33Q: 3 clusters Score -1332523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1332523.875000 Penalty: 4751.356934
	Iteration 34Q: 3 clusters Score -1332524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1332523.250000 Penalty: 4751.356934
	Iteration 35Q: 3 clusters Score -1332523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1332523.250000 Penalty: 4751.356934
	Iteration 36F: 3 clusters Score -1332523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -164592.390625 Penalty: 1887.614258
	Iteration 0F: 2 clusters Score -164592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -162004.359375 Penalty: 3775.228516
	Iteration 0F: 3 clusters Score -162004.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -162604.265625 Penalty: 3775.228516
	Iteration 1F: 3 clusters Score -162604.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -163024.046875 Penalty: 3775.228516
	Iteration 2F: 3 clusters Score -163024 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -163564.234375 Penalty: 3775.228516
	Iteration 3F: 3 clusters Score -163564.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -164255.421875 Penalty: 3775.228516
	Iteration 4F: 3 clusters Score -164255.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -164534.671875 Penalty: 3775.228516
	Iteration 5F: 3 clusters Score -164534.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -164709.593750 Penalty: 3775.228516
	Iteration 6F: 3 clusters Score -164709.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -164816.234375 Penalty: 3775.228516
	Iteration 7Q: 3 clusters Score -164816.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -164872.375000 Penalty: 3775.228516
	Iteration 8Q: 3 clusters Score -164872.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -164898.734375 Penalty: 3775.228516
	Iteration 9Q: 3 clusters Score -164898.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -164917.343750 Penalty: 3775.228516
	Iteration 10Q: 3 clusters Score -164917.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -164943.828125 Penalty: 3775.228516
	Iteration 11Q: 3 clusters Score -164943.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -164977.859375 Penalty: 3775.228516
	Iteration 12Q: 3 clusters Score -164977.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -165004.531250 Penalty: 3775.228516
	Iteration 13Q: 3 clusters Score -165004.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -165028.250000 Penalty: 3775.228516
	Iteration 14Q: 3 clusters Score -165028.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -165057.000000 Penalty: 3775.228516
	Iteration 15Q: 3 clusters Score -165057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -165079.203125 Penalty: 3775.228516
	Iteration 16Q: 3 clusters Score -165079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -165095.890625 Penalty: 3775.228516
	Iteration 17Q: 3 clusters Score -165095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -165110.375000 Penalty: 3775.228516
	Iteration 18Q: 3 clusters Score -165110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -165117.359375 Penalty: 3775.228516
	Iteration 19Q: 3 clusters Score -165117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -165120.156250 Penalty: 3775.228516
	Iteration 20F: 3 clusters Score -165120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -165121.953125 Penalty: 3775.228516
	Iteration 21Q: 3 clusters Score -165122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -165125.578125 Penalty: 3775.228516
	Iteration 22Q: 3 clusters Score -165125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -165127.265625 Penalty: 3775.228516
	Iteration 23Q: 3 clusters Score -165127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -165129.625000 Penalty: 3775.228516
	Iteration 24Q: 3 clusters Score -165129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -165136.062500 Penalty: 3775.228516
	Iteration 25Q: 3 clusters Score -165136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -165146.921875 Penalty: 3775.228516
	Iteration 26Q: 3 clusters Score -165146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -165159.593750 Penalty: 3775.228516
	Iteration 27Q: 3 clusters Score -165159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -165162.281250 Penalty: 3775.228516
	Iteration 28Q: 3 clusters Score -165162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -165163.421875 Penalty: 3775.228516
	Iteration 29Q: 3 clusters Score -165163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -165165.093750 Penalty: 3775.228516
	Iteration 30Q: 3 clusters Score -165165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -165165.156250 Penalty: 3775.228516
	Iteration 31Q: 3 clusters Score -165165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -165165.156250 Penalty: 3775.228516
	Iteration 32F: 3 clusters Score -165165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254385 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159095 members 
Mstep: Class 9 contains 14463 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 1563 members 
Entering Unmasked Estep 
Score: -93626160.000000 Penalty: 85970.007812
Splitting cluster 10 changes total score from -93627304.000000 to -93626160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (9202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Entering Unmasked Estep 
Score: -784243.312500 Penalty: 2263.539795
	Iteration 0F: 2 clusters Score -784243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -777044.062500 Penalty: 4527.079590
	Iteration 0F: 3 clusters Score -777044.1 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -779086.000000 Penalty: 4527.079590
	Iteration 1F: 3 clusters Score -779086 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -779397.125000 Penalty: 4527.079590
	Iteration 2F: 3 clusters Score -779397.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -779657.750000 Penalty: 4527.079590
	Iteration 3F: 3 clusters Score -779657.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -779894.750000 Penalty: 4527.079590
	Iteration 4Q: 3 clusters Score -779894.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -780088.437500 Penalty: 4527.079590
	Iteration 5Q: 3 clusters Score -780088.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -780267.187500 Penalty: 4527.079590
	Iteration 6Q: 3 clusters Score -780267.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -780471.000000 Penalty: 4527.079590
	Iteration 7Q: 3 clusters Score -780471 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -780689.187500 Penalty: 4527.079590
	Iteration 8Q: 3 clusters Score -780689.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -780949.062500 Penalty: 4527.079590
	Iteration 9Q: 3 clusters Score -780949.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -781260.000000 Penalty: 4527.079590
	Iteration 10Q: 3 clusters Score -781260 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -781590.625000 Penalty: 4527.079590
	Iteration 11Q: 3 clusters Score -781590.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -781882.875000 Penalty: 4527.079590
	Iteration 12Q: 3 clusters Score -781882.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -782107.250000 Penalty: 4527.079590
	Iteration 13Q: 3 clusters Score -782107.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -782285.000000 Penalty: 4527.079590
	Iteration 14Q: 3 clusters Score -782285 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -782406.125000 Penalty: 4527.079590
	Iteration 15Q: 3 clusters Score -782406.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -782489.937500 Penalty: 4527.079590
	Iteration 16Q: 3 clusters Score -782489.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -782554.750000 Penalty: 4527.079590
	Iteration 17Q: 3 clusters Score -782554.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -782589.750000 Penalty: 4527.079590
	Iteration 18Q: 3 clusters Score -782589.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -782612.500000 Penalty: 4527.079590
	Iteration 19Q: 3 clusters Score -782612.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -782632.625000 Penalty: 4527.079590
	Iteration 20F: 3 clusters Score -782632.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -782652.750000 Penalty: 4527.079590
	Iteration 21Q: 3 clusters Score -782652.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -782667.937500 Penalty: 4527.079590
	Iteration 22Q: 3 clusters Score -782667.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -782675.312500 Penalty: 4527.079590
	Iteration 23Q: 3 clusters Score -782675.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -782684.500000 Penalty: 4527.079590
	Iteration 24Q: 3 clusters Score -782684.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -782691.562500 Penalty: 4527.079590
	Iteration 25Q: 3 clusters Score -782691.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -782697.500000 Penalty: 4527.079590
	Iteration 26Q: 3 clusters Score -782697.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -782699.625000 Penalty: 4527.079590
	Iteration 27Q: 3 clusters Score -782699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -782703.500000 Penalty: 4527.079590
	Iteration 28Q: 3 clusters Score -782703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -782709.500000 Penalty: 4527.079590
	Iteration 29Q: 3 clusters Score -782709.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -782711.375000 Penalty: 4527.079590
	Iteration 30Q: 3 clusters Score -782711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -782712.062500 Penalty: 4527.079590
	Iteration 31Q: 3 clusters Score -782712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -782714.062500 Penalty: 4527.079590
	Iteration 32Q: 3 clusters Score -782714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -782713.687500 Penalty: 4527.079590
	Iteration 33Q: 3 clusters Score -782713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -782715.812500 Penalty: 4527.079590
	Iteration 34Q: 3 clusters Score -782715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -782715.375000 Penalty: 4527.079590
	Iteration 35Q: 3 clusters Score -782715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -782715.437500 Penalty: 4527.079590
	Iteration 36Q: 3 clusters Score -782715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -782716.750000 Penalty: 4527.079590
	Iteration 37Q: 3 clusters Score -782716.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -782720.062500 Penalty: 4527.079590
	Iteration 38Q: 3 clusters Score -782720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -782720.000000 Penalty: 4527.079590
	Iteration 39Q: 3 clusters Score -782720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -782720.437500 Penalty: 4527.079590
	Iteration 40F: 3 clusters Score -782720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -782721.312500 Penalty: 4527.079590
	Iteration 41Q: 3 clusters Score -782721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -782722.625000 Penalty: 4527.079590
	Iteration 42Q: 3 clusters Score -782722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -782722.625000 Penalty: 4527.079590
	Iteration 43Q: 3 clusters Score -782722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -782726.500000 Penalty: 4527.079590
	Iteration 44Q: 3 clusters Score -782726.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -782729.062500 Penalty: 4527.079590
	Iteration 45Q: 3 clusters Score -782729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -782729.937500 Penalty: 4527.079590
	Iteration 46Q: 3 clusters Score -782729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -782732.125000 Penalty: 4527.079590
	Iteration 47Q: 3 clusters Score -782732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -782732.687500 Penalty: 4527.079590
	Iteration 48Q: 3 clusters Score -782732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -782733.937500 Penalty: 4527.079590
	Iteration 49Q: 3 clusters Score -782733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -782735.125000 Penalty: 4527.079590
	Iteration 50Q: 3 clusters Score -782735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -782735.062500 Penalty: 4527.079590
	Iteration 51Q: 3 clusters Score -782735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -782735.062500 Penalty: 4527.079590
	Iteration 52F: 3 clusters Score -782735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Entering Unmasked Estep 
Score: -881168.312500 Penalty: 2271.600342
	Iteration 0F: 2 clusters Score -881168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -873846.625000 Penalty: 4543.200684
	Iteration 0F: 3 clusters Score -873846.6 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -875984.562500 Penalty: 4543.200684
	Iteration 1F: 3 clusters Score -875984.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -876280.625000 Penalty: 4543.200684
	Iteration 2F: 3 clusters Score -876280.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -876512.625000 Penalty: 4543.200684
	Iteration 3F: 3 clusters Score -876512.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -876695.187500 Penalty: 4543.200684
	Iteration 4Q: 3 clusters Score -876695.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -876859.375000 Penalty: 4543.200684
	Iteration 5Q: 3 clusters Score -876859.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -876980.812500 Penalty: 4543.200684
	Iteration 6Q: 3 clusters Score -876980.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -877088.062500 Penalty: 4543.200684
	Iteration 7Q: 3 clusters Score -877088.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -877193.500000 Penalty: 4543.200684
	Iteration 8Q: 3 clusters Score -877193.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -877307.562500 Penalty: 4543.200684
	Iteration 9Q: 3 clusters Score -877307.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -877411.187500 Penalty: 4543.200684
	Iteration 10Q: 3 clusters Score -877411.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -877527.375000 Penalty: 4543.200684
	Iteration 11Q: 3 clusters Score -877527.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -877648.375000 Penalty: 4543.200684
	Iteration 12Q: 3 clusters Score -877648.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -877790.125000 Penalty: 4543.200684
	Iteration 13Q: 3 clusters Score -877790.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -877936.312500 Penalty: 4543.200684
	Iteration 14Q: 3 clusters Score -877936.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -878065.625000 Penalty: 4543.200684
	Iteration 15Q: 3 clusters Score -878065.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -878194.375000 Penalty: 4543.200684
	Iteration 16Q: 3 clusters Score -878194.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -878307.437500 Penalty: 4543.200684
	Iteration 17Q: 3 clusters Score -878307.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -878410.625000 Penalty: 4543.200684
	Iteration 18Q: 3 clusters Score -878410.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -878500.375000 Penalty: 4543.200684
	Iteration 19Q: 3 clusters Score -878500.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -878553.562500 Penalty: 4543.200684
	Iteration 20F: 3 clusters Score -878553.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -878581.687500 Penalty: 4543.200684
	Iteration 21Q: 3 clusters Score -878581.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -878600.562500 Penalty: 4543.200684
	Iteration 22Q: 3 clusters Score -878600.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -878613.187500 Penalty: 4543.200684
	Iteration 23Q: 3 clusters Score -878613.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -878620.750000 Penalty: 4543.200684
	Iteration 24Q: 3 clusters Score -878620.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -878624.625000 Penalty: 4543.200684
	Iteration 25Q: 3 clusters Score -878624.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -878634.312500 Penalty: 4543.200684
	Iteration 26Q: 3 clusters Score -878634.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -878641.750000 Penalty: 4543.200684
	Iteration 27Q: 3 clusters Score -878641.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -878646.250000 Penalty: 4543.200684
	Iteration 28Q: 3 clusters Score -878646.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -878650.750000 Penalty: 4543.200684
	Iteration 29Q: 3 clusters Score -878650.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -878655.062500 Penalty: 4543.200684
	Iteration 30Q: 3 clusters Score -878655.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -878656.062500 Penalty: 4543.200684
	Iteration 31Q: 3 clusters Score -878656.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -878658.937500 Penalty: 4543.200684
	Iteration 32Q: 3 clusters Score -878658.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -878662.125000 Penalty: 4543.200684
	Iteration 33Q: 3 clusters Score -878662.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -878662.437500 Penalty: 4543.200684
	Iteration 34Q: 3 clusters Score -878662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -878666.687500 Penalty: 4543.200684
	Iteration 35Q: 3 clusters Score -878666.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -878668.000000 Penalty: 4543.200684
	Iteration 36Q: 3 clusters Score -878668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -878670.125000 Penalty: 4543.200684
	Iteration 37Q: 3 clusters Score -878670.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -878674.500000 Penalty: 4543.200684
	Iteration 38Q: 3 clusters Score -878674.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -878675.875000 Penalty: 4543.200684
	Iteration 39Q: 3 clusters Score -878675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -878677.687500 Penalty: 4543.200684
	Iteration 40F: 3 clusters Score -878677.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -878681.750000 Penalty: 4543.200684
	Iteration 41Q: 3 clusters Score -878681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -878685.500000 Penalty: 4543.200684
	Iteration 42Q: 3 clusters Score -878685.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -878687.812500 Penalty: 4543.200684
	Iteration 43Q: 3 clusters Score -878687.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -878689.750000 Penalty: 4543.200684
	Iteration 44Q: 3 clusters Score -878689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -878690.437500 Penalty: 4543.200684
	Iteration 45Q: 3 clusters Score -878690.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -878690.000000 Penalty: 4543.200684
	Iteration 46Q: 3 clusters Score -878690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -878692.062500 Penalty: 4543.200684
	Iteration 47Q: 3 clusters Score -878692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -878696.250000 Penalty: 4543.200684
	Iteration 48Q: 3 clusters Score -878696.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -878698.062500 Penalty: 4543.200684
	Iteration 49Q: 3 clusters Score -878698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -878698.312500 Penalty: 4543.200684
	Iteration 50Q: 3 clusters Score -878698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -878699.750000 Penalty: 4543.200684
	Iteration 51Q: 3 clusters Score -878699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -878700.187500 Penalty: 4543.200684
	Iteration 52Q: 3 clusters Score -878700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -878699.312500 Penalty: 4543.200684
	Iteration 53Q: 3 clusters Score -878699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -878700.500000 Penalty: 4543.200684
	Iteration 54Q: 3 clusters Score -878700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -878698.562500 Penalty: 4543.200684
	Iteration 55Q: 3 clusters Score -878698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -878699.000000 Penalty: 4543.200684
	Iteration 56Q: 3 clusters Score -878699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -878699.000000 Penalty: 4543.200684
	Iteration 57F: 3 clusters Score -878699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -181769.968750 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -181770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -179119.703125 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -179119.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -181064.125000 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -181064.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181874.281250 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -181874.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -182525.171875 Penalty: 3838.073975
	Iteration 3F: 3 clusters Score -182525.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -183280.546875 Penalty: 3838.073975
	Iteration 4F: 3 clusters Score -183280.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -184116.984375 Penalty: 3838.073975
	Iteration 5F: 3 clusters Score -184117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -184321.812500 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -184321.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -184410.109375 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -184410.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -184465.750000 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -184465.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -184526.406250 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -184526.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -184638.078125 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -184638.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -184848.109375 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -184848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -184988.640625 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -184988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -184988.640625 Penalty: 3838.073975
	Iteration 13F: 3 clusters Score -184988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254385 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159095 members 
Mstep: Class 9 contains 14463 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 358 members 
Entering Unmasked Estep 
Score: -93628752.000000 Penalty: 85970.007812
Splitting cluster 13 changes total score from -93627304.000000 to -93628752.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -420444.218750 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -420444.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -416040.375000 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -416040.4 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -417054.156250 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -417054.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -417271.218750 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -417271.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -417395.468750 Penalty: 4204.899414
	Iteration 3Q: 3 clusters Score -417395.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -417499.625000 Penalty: 4204.899414
	Iteration 4Q: 3 clusters Score -417499.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -417582.125000 Penalty: 4204.899414
	Iteration 5Q: 3 clusters Score -417582.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -417646.562500 Penalty: 4204.899414
	Iteration 6Q: 3 clusters Score -417646.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -417724.593750 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -417724.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -417803.250000 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -417803.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -417876.375000 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -417876.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -417960.687500 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -417960.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -418046.000000 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -418046 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -418135.437500 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -418135.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -418207.468750 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -418207.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -418274.156250 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -418274.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -418327.468750 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -418327.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -418370.656250 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -418370.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -418406.125000 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -418406.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -418433.656250 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -418433.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418451.875000 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -418451.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -418469.187500 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -418469.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -418486.187500 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -418486.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -418498.062500 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -418498.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -418513.125000 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -418513.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -418523.656250 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -418523.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -418534.343750 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -418534.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -418545.125000 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -418545.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -418554.406250 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -418554.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -418562.468750 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -418562.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -418572.156250 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -418572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -418581.187500 Penalty: 4204.899414
	Iteration 30Q: 3 clusters Score -418581.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -418591.187500 Penalty: 4204.899414
	Iteration 31Q: 3 clusters Score -418591.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -418598.531250 Penalty: 4204.899414
	Iteration 32Q: 3 clusters Score -418598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -418604.343750 Penalty: 4204.899414
	Iteration 33Q: 3 clusters Score -418604.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -418607.937500 Penalty: 4204.899414
	Iteration 34Q: 3 clusters Score -418607.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -418610.062500 Penalty: 4204.899414
	Iteration 35Q: 3 clusters Score -418610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -418611.562500 Penalty: 4204.899414
	Iteration 36Q: 3 clusters Score -418611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -418613.375000 Penalty: 4204.899414
	Iteration 37Q: 3 clusters Score -418613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -418613.625000 Penalty: 4204.899414
	Iteration 38Q: 3 clusters Score -418613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -418613.625000 Penalty: 4204.899414
	Iteration 39F: 3 clusters Score -418613.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -338579.000000 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -338579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -334784.125000 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -334784.1 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -335650.468750 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -335650.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -335818.031250 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -335818 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -335905.125000 Penalty: 4100.782227
	Iteration 3Q: 3 clusters Score -335905.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -335967.281250 Penalty: 4100.782227
	Iteration 4Q: 3 clusters Score -335967.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -336012.468750 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -336012.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -336046.343750 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -336046.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -336070.250000 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -336070.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -336085.968750 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -336086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -336096.468750 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -336096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -336103.125000 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -336103.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -336109.156250 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -336109.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -336116.000000 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -336116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -336128.156250 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -336128.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -336138.656250 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -336138.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -336150.906250 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -336150.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -336160.062500 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -336160.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -336167.593750 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -336167.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -336174.343750 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -336174.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -336182.156250 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -336182.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -336190.281250 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -336190.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -336202.093750 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -336202.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -336207.906250 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -336207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -336213.343750 Penalty: 4100.782227
	Iteration 23Q: 3 clusters Score -336213.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -336219.281250 Penalty: 4100.782227
	Iteration 24Q: 3 clusters Score -336219.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -336229.250000 Penalty: 4100.782227
	Iteration 25Q: 3 clusters Score -336229.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -336238.562500 Penalty: 4100.782227
	Iteration 26Q: 3 clusters Score -336238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -336248.781250 Penalty: 4100.782227
	Iteration 27Q: 3 clusters Score -336248.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -336257.093750 Penalty: 4100.782227
	Iteration 28Q: 3 clusters Score -336257.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -336261.187500 Penalty: 4100.782227
	Iteration 29Q: 3 clusters Score -336261.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -336265.718750 Penalty: 4100.782227
	Iteration 30Q: 3 clusters Score -336265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -336270.437500 Penalty: 4100.782227
	Iteration 31Q: 3 clusters Score -336270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -336275.437500 Penalty: 4100.782227
	Iteration 32Q: 3 clusters Score -336275.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -336279.000000 Penalty: 4100.782227
	Iteration 33Q: 3 clusters Score -336279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -336281.531250 Penalty: 4100.782227
	Iteration 34Q: 3 clusters Score -336281.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -336285.156250 Penalty: 4100.782227
	Iteration 35Q: 3 clusters Score -336285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -336286.375000 Penalty: 4100.782227
	Iteration 36Q: 3 clusters Score -336286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -336288.281250 Penalty: 4100.782227
	Iteration 37Q: 3 clusters Score -336288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -336289.906250 Penalty: 4100.782227
	Iteration 38Q: 3 clusters Score -336289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -336290.343750 Penalty: 4100.782227
	Iteration 39Q: 3 clusters Score -336290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -336291.062500 Penalty: 4100.782227
	Iteration 40F: 3 clusters Score -336291.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Entering Unmasked Estep 
Score: -2372782.000000 Penalty: 2528.026123
	Iteration 0F: 2 clusters Score -2372782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2354273.500000 Penalty: 5056.052246
	Iteration 0F: 3 clusters Score -2354274 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2360924.250000 Penalty: 5056.052246
	Iteration 1F: 3 clusters Score -2360924 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2361452.500000 Penalty: 5056.052246
	Iteration 2F: 3 clusters Score -2361452 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2361924.500000 Penalty: 5056.052246
	Iteration 3Q: 3 clusters Score -2361924 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2362437.000000 Penalty: 5056.052246
	Iteration 4Q: 3 clusters Score -2362437 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2362965.250000 Penalty: 5056.052246
	Iteration 5Q: 3 clusters Score -2362965 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2363639.250000 Penalty: 5056.052246
	Iteration 6Q: 3 clusters Score -2363639 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2364463.000000 Penalty: 5056.052246
	Iteration 7Q: 3 clusters Score -2364463 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2365387.750000 Penalty: 5056.052246
	Iteration 8F: 3 clusters Score -2365388 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2366383.000000 Penalty: 5056.052246
	Iteration 9Q: 3 clusters Score -2366383 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2367347.000000 Penalty: 5056.052246
	Iteration 10Q: 3 clusters Score -2367347 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2368171.250000 Penalty: 5056.052246
	Iteration 11Q: 3 clusters Score -2368171 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2368765.250000 Penalty: 5056.052246
	Iteration 12Q: 3 clusters Score -2368765 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2369238.500000 Penalty: 5056.052246
	Iteration 13Q: 3 clusters Score -2369238 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2369642.500000 Penalty: 5056.052246
	Iteration 14Q: 3 clusters Score -2369642 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2369996.000000 Penalty: 5056.052246
	Iteration 15Q: 3 clusters Score -2369996 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2370292.500000 Penalty: 5056.052246
	Iteration 16Q: 3 clusters Score -2370292 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2370538.750000 Penalty: 5056.052246
	Iteration 17Q: 3 clusters Score -2370539 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2370736.250000 Penalty: 5056.052246
	Iteration 18Q: 3 clusters Score -2370736 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2370911.750000 Penalty: 5056.052246
	Iteration 19Q: 3 clusters Score -2370912 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2371025.000000 Penalty: 5056.052246
	Iteration 20F: 3 clusters Score -2371025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2371075.000000 Penalty: 5056.052246
	Iteration 21Q: 3 clusters Score -2371075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2371106.000000 Penalty: 5056.052246
	Iteration 22Q: 3 clusters Score -2371106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2371133.500000 Penalty: 5056.052246
	Iteration 23Q: 3 clusters Score -2371134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2371150.000000 Penalty: 5056.052246
	Iteration 24Q: 3 clusters Score -2371150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2371170.750000 Penalty: 5056.052246
	Iteration 25Q: 3 clusters Score -2371171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2371182.000000 Penalty: 5056.052246
	Iteration 26Q: 3 clusters Score -2371182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2371181.250000 Penalty: 5056.052246
	Iteration 27Q: 3 clusters Score -2371181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2371188.500000 Penalty: 5056.052246
	Iteration 28Q: 3 clusters Score -2371188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2371193.250000 Penalty: 5056.052246
	Iteration 29Q: 3 clusters Score -2371193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2371192.500000 Penalty: 5056.052246
	Iteration 30Q: 3 clusters Score -2371192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2371192.500000 Penalty: 5056.052246
	Iteration 31Q: 3 clusters Score -2371192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2371196.750000 Penalty: 5056.052246
	Iteration 32Q: 3 clusters Score -2371197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2371197.250000 Penalty: 5056.052246
	Iteration 33Q: 3 clusters Score -2371197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2371203.500000 Penalty: 5056.052246
	Iteration 34Q: 3 clusters Score -2371204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2371205.500000 Penalty: 5056.052246
	Iteration 35Q: 3 clusters Score -2371206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2371213.250000 Penalty: 5056.052246
	Iteration 36Q: 3 clusters Score -2371213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2371217.000000 Penalty: 5056.052246
	Iteration 37Q: 3 clusters Score -2371217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2371215.250000 Penalty: 5056.052246
	Iteration 38Q: 3 clusters Score -2371215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2371215.750000 Penalty: 5056.052246
	Iteration 39Q: 3 clusters Score -2371216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2371218.000000 Penalty: 5056.052246
	Iteration 40F: 3 clusters Score -2371218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2371218.250000 Penalty: 5056.052246
	Iteration 41Q: 3 clusters Score -2371218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2371218.250000 Penalty: 5056.052246
	Iteration 42F: 3 clusters Score -2371218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (435554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435554 members 
Entering Unmasked Estep 
Score: -40045320.000000 Penalty: 3220.124756
	Iteration 0F: 2 clusters Score -4.004532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217463 members 
Mstep: Class 2 contains 218091 members 
Entering Unmasked Estep 
Score: -39752000.000000 Penalty: 6440.249512
	Iteration 0F: 3 clusters Score -3.9752e+07 nChanged 211996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213093 members 
Mstep: Class 2 contains 222461 members 
Entering Unmasked Estep 
Score: -39879528.000000 Penalty: 6440.249512
	Iteration 1F: 3 clusters Score -3.987953e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210589 members 
Mstep: Class 2 contains 224965 members 
Entering Unmasked Estep 
Score: -39882716.000000 Penalty: 6440.249512
	Iteration 2Q: 3 clusters Score -3.988272e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206904 members 
Mstep: Class 2 contains 228650 members 
Entering Unmasked Estep 
Score: -39887296.000000 Penalty: 6440.249512
	Iteration 3Q: 3 clusters Score -3.98873e+07 nChanged 16896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201896 members 
Mstep: Class 2 contains 233658 members 
Entering Unmasked Estep 
Score: -39894656.000000 Penalty: 6440.249512
	Iteration 4Q: 3 clusters Score -3.989466e+07 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194958 members 
Mstep: Class 2 contains 240596 members 
Entering Unmasked Estep 
Score: -39904664.000000 Penalty: 6440.249512
	Iteration 5Q: 3 clusters Score -3.990466e+07 nChanged 23079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185937 members 
Mstep: Class 2 contains 249617 members 
Entering Unmasked Estep 
Score: -39917804.000000 Penalty: 6440.249512
	Iteration 6F: 3 clusters Score -3.99178e+07 nChanged 24545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174548 members 
Mstep: Class 2 contains 261006 members 
Entering Unmasked Estep 
Score: -39931848.000000 Penalty: 6440.249512
	Iteration 7F: 3 clusters Score -3.993185e+07 nChanged 23524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 274668 members 
Entering Unmasked Estep 
Score: -39944924.000000 Penalty: 6440.249512
	Iteration 8F: 3 clusters Score -3.994492e+07 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145123 members 
Mstep: Class 2 contains 290431 members 
Entering Unmasked Estep 
Score: -39956228.000000 Penalty: 6440.249512
	Iteration 9Q: 3 clusters Score -3.995623e+07 nChanged 20255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127292 members 
Mstep: Class 2 contains 308262 members 
Entering Unmasked Estep 
Score: -39967160.000000 Penalty: 6440.249512
	Iteration 10Q: 3 clusters Score -3.996716e+07 nChanged 20186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107788 members 
Mstep: Class 2 contains 327766 members 
Entering Unmasked Estep 
Score: -39979256.000000 Penalty: 6440.249512
	Iteration 11Q: 3 clusters Score -3.997926e+07 nChanged 20523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 348179 members 
Entering Unmasked Estep 
Score: -39991768.000000 Penalty: 6440.249512
	Iteration 12Q: 3 clusters Score -3.999177e+07 nChanged 20273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 368430 members 
Entering Unmasked Estep 
Score: -40004572.000000 Penalty: 6440.249512
	Iteration 13Q: 3 clusters Score -4.000457e+07 nChanged 18193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 386613 members 
Entering Unmasked Estep 
Score: -40015888.000000 Penalty: 6440.249512
	Iteration 14Q: 3 clusters Score -4.001589e+07 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 401631 members 
Entering Unmasked Estep 
Score: -40025028.000000 Penalty: 6440.249512
	Iteration 15Q: 3 clusters Score -4.002503e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 412791 members 
Entering Unmasked Estep 
Score: -40031072.000000 Penalty: 6440.249512
	Iteration 16Q: 3 clusters Score -4.003107e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 420523 members 
Entering Unmasked Estep 
Score: -40035488.000000 Penalty: 6440.249512
	Iteration 17Q: 3 clusters Score -4.003549e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 425553 members 
Entering Unmasked Estep 
Score: -40038336.000000 Penalty: 6440.249512
	Iteration 18Q: 3 clusters Score -4.003834e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 428637 members 
Entering Unmasked Estep 
Score: -40039816.000000 Penalty: 6440.249512
	Iteration 19Q: 3 clusters Score -4.003982e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 430616 members 
Entering Unmasked Estep 
Score: -40040748.000000 Penalty: 6440.249512
	Iteration 20F: 3 clusters Score -4.004075e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 431790 members 
Entering Unmasked Estep 
Score: -40041392.000000 Penalty: 6440.249512
	Iteration 21Q: 3 clusters Score -4.004139e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 432517 members 
Entering Unmasked Estep 
Score: -40041668.000000 Penalty: 6440.249512
	Iteration 22Q: 3 clusters Score -4.004167e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 433007 members 
Entering Unmasked Estep 
Score: -40042000.000000 Penalty: 6440.249512
	Iteration 23Q: 3 clusters Score -4.0042e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 433349 members 
Entering Unmasked Estep 
Score: -40042088.000000 Penalty: 6440.249512
	Iteration 24Q: 3 clusters Score -4.004209e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 433574 members 
Entering Unmasked Estep 
Score: -40042272.000000 Penalty: 6440.249512
	Iteration 25Q: 3 clusters Score -4.004227e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 433745 members 
Entering Unmasked Estep 
Score: -40042400.000000 Penalty: 6440.249512
	Iteration 26Q: 3 clusters Score -4.00424e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 433855 members 
Entering Unmasked Estep 
Score: -40042436.000000 Penalty: 6440.249512
	Iteration 27Q: 3 clusters Score -4.004244e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 433947 members 
Entering Unmasked Estep 
Score: -40042500.000000 Penalty: 6440.249512
	Iteration 28Q: 3 clusters Score -4.00425e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 434014 members 
Entering Unmasked Estep 
Score: -40042548.000000 Penalty: 6440.249512
	Iteration 29Q: 3 clusters Score -4.004255e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 434065 members 
Entering Unmasked Estep 
Score: -40042548.000000 Penalty: 6440.249512
	Iteration 30Q: 3 clusters Score -4.004255e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 434101 members 
Entering Unmasked Estep 
Score: -40042568.000000 Penalty: 6440.249512
	Iteration 31Q: 3 clusters Score -4.004257e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 434133 members 
Entering Unmasked Estep 
Score: -40042604.000000 Penalty: 6440.249512
	Iteration 32Q: 3 clusters Score -4.00426e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 434160 members 
Entering Unmasked Estep 
Score: -40042640.000000 Penalty: 6440.249512
	Iteration 33Q: 3 clusters Score -4.004264e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 434192 members 
Entering Unmasked Estep 
Score: -40042676.000000 Penalty: 6440.249512
	Iteration 34Q: 3 clusters Score -4.004268e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 434207 members 
Entering Unmasked Estep 
Score: -40042652.000000 Penalty: 6440.249512
	Iteration 35Q: 3 clusters Score -4.004265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 434223 members 
Entering Unmasked Estep 
Score: -40042636.000000 Penalty: 6440.249512
	Iteration 36Q: 3 clusters Score -4.004264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 434239 members 
Entering Unmasked Estep 
Score: -40042636.000000 Penalty: 6440.249512
	Iteration 37Q: 3 clusters Score -4.004264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 434245 members 
Entering Unmasked Estep 
Score: -40042652.000000 Penalty: 6440.249512
	Iteration 38Q: 3 clusters Score -4.004265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 434258 members 
Entering Unmasked Estep 
Score: -40042644.000000 Penalty: 6440.249512
	Iteration 39Q: 3 clusters Score -4.004264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 434269 members 
Entering Unmasked Estep 
Score: -40042640.000000 Penalty: 6440.249512
	Iteration 40F: 3 clusters Score -4.004264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 434274 members 
Entering Unmasked Estep 
Score: -40042656.000000 Penalty: 6440.249512
	Iteration 41Q: 3 clusters Score -4.004266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 434278 members 
Entering Unmasked Estep 
Score: -40042656.000000 Penalty: 6440.249512
	Iteration 42Q: 3 clusters Score -4.004266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 434283 members 
Entering Unmasked Estep 
Score: -40042668.000000 Penalty: 6440.249512
	Iteration 43Q: 3 clusters Score -4.004267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 434287 members 
Entering Unmasked Estep 
Score: -40042692.000000 Penalty: 6440.249512
	Iteration 44Q: 3 clusters Score -4.004269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 434295 members 
Entering Unmasked Estep 
Score: -40042672.000000 Penalty: 6440.249512
	Iteration 45Q: 3 clusters Score -4.004267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 434294 members 
Entering Unmasked Estep 
Score: -40042660.000000 Penalty: 6440.249512
	Iteration 46Q: 3 clusters Score -4.004266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 434291 members 
Entering Unmasked Estep 
Score: -40042668.000000 Penalty: 6440.249512
	Iteration 47Q: 3 clusters Score -4.004267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 434291 members 
Entering Unmasked Estep 
Score: -40042660.000000 Penalty: 6440.249512
	Iteration 48Q: 3 clusters Score -4.004266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 434294 members 
Entering Unmasked Estep 
Score: -40042684.000000 Penalty: 6440.249512
	Iteration 49Q: 3 clusters Score -4.004268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 434298 members 
Entering Unmasked Estep 
Score: -40042668.000000 Penalty: 6440.249512
	Iteration 50Q: 3 clusters Score -4.004267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 434301 members 
Entering Unmasked Estep 
Score: -40042684.000000 Penalty: 6440.249512
	Iteration 51Q: 3 clusters Score -4.004268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 434301 members 
Entering Unmasked Estep 
Score: -40042668.000000 Penalty: 6440.249512
	Iteration 52Q: 3 clusters Score -4.004267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 434305 members 
Entering Unmasked Estep 
Score: -40042680.000000 Penalty: 6440.249512
	Iteration 53Q: 3 clusters Score -4.004268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 434307 members 
Entering Unmasked Estep 
Score: -40042692.000000 Penalty: 6440.249512
	Iteration 54Q: 3 clusters Score -4.004269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 434311 members 
Entering Unmasked Estep 
Score: -40042680.000000 Penalty: 6440.249512
	Iteration 55Q: 3 clusters Score -4.004268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 434318 members 
Entering Unmasked Estep 
Score: -40042684.000000 Penalty: 6440.249512
	Iteration 56Q: 3 clusters Score -4.004268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 434329 members 
Entering Unmasked Estep 
Score: -40042668.000000 Penalty: 6440.249512
	Iteration 57Q: 3 clusters Score -4.004267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 434339 members 
Entering Unmasked Estep 
Score: -40042680.000000 Penalty: 6440.249512
	Iteration 58Q: 3 clusters Score -4.004268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 434342 members 
Entering Unmasked Estep 
Score: -40042716.000000 Penalty: 6440.249512
	Iteration 59Q: 3 clusters Score -4.004272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 434354 members 
Entering Unmasked Estep 
Score: -40042712.000000 Penalty: 6440.249512
	Iteration 60F: 3 clusters Score -4.004271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 434361 members 
Entering Unmasked Estep 
Score: -40042716.000000 Penalty: 6440.249512
	Iteration 61Q: 3 clusters Score -4.004272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 434366 members 
Entering Unmasked Estep 
Score: -40042688.000000 Penalty: 6440.249512
	Iteration 62Q: 3 clusters Score -4.004269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 434370 members 
Entering Unmasked Estep 
Score: -40042700.000000 Penalty: 6440.249512
	Iteration 63Q: 3 clusters Score -4.00427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 434368 members 
Entering Unmasked Estep 
Score: -40042736.000000 Penalty: 6440.249512
	Iteration 64Q: 3 clusters Score -4.004274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 434368 members 
Entering Unmasked Estep 
Score: -40042716.000000 Penalty: 6440.249512
	Iteration 65Q: 3 clusters Score -4.004272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 434372 members 
Entering Unmasked Estep 
Score: -40042720.000000 Penalty: 6440.249512
	Iteration 66Q: 3 clusters Score -4.004272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 434373 members 
Entering Unmasked Estep 
Score: -40042724.000000 Penalty: 6440.249512
	Iteration 67Q: 3 clusters Score -4.004272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 434373 members 
Entering Unmasked Estep 
Score: -40042724.000000 Penalty: 6440.249512
	Iteration 68F: 3 clusters Score -4.004272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Entering Unmasked Estep 
Score: -2659346.250000 Penalty: 2550.180176
	Iteration 0F: 2 clusters Score -2659346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2639317.000000 Penalty: 5100.360352
	Iteration 0F: 3 clusters Score -2639317 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2646478.500000 Penalty: 5100.360352
	Iteration 1F: 3 clusters Score -2646478 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2647058.000000 Penalty: 5100.360352
	Iteration 2F: 3 clusters Score -2647058 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2647633.500000 Penalty: 5100.360352
	Iteration 3Q: 3 clusters Score -2647634 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2648211.500000 Penalty: 5100.360352
	Iteration 4Q: 3 clusters Score -2648212 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2648928.250000 Penalty: 5100.360352
	Iteration 5Q: 3 clusters Score -2648928 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2649689.250000 Penalty: 5100.360352
	Iteration 6F: 3 clusters Score -2649689 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2650438.000000 Penalty: 5100.360352
	Iteration 7F: 3 clusters Score -2650438 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2651143.750000 Penalty: 5100.360352
	Iteration 8Q: 3 clusters Score -2651144 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2651787.250000 Penalty: 5100.360352
	Iteration 9Q: 3 clusters Score -2651787 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2652356.500000 Penalty: 5100.360352
	Iteration 10Q: 3 clusters Score -2652356 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2652906.500000 Penalty: 5100.360352
	Iteration 11Q: 3 clusters Score -2652906 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2653404.250000 Penalty: 5100.360352
	Iteration 12Q: 3 clusters Score -2653404 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2653888.750000 Penalty: 5100.360352
	Iteration 13Q: 3 clusters Score -2653889 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2654397.250000 Penalty: 5100.360352
	Iteration 14Q: 3 clusters Score -2654397 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2654744.750000 Penalty: 5100.360352
	Iteration 15Q: 3 clusters Score -2654745 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2654980.500000 Penalty: 5100.360352
	Iteration 16Q: 3 clusters Score -2654980 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2655164.250000 Penalty: 5100.360352
	Iteration 17Q: 3 clusters Score -2655164 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2655311.250000 Penalty: 5100.360352
	Iteration 18Q: 3 clusters Score -2655311 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2655435.000000 Penalty: 5100.360352
	Iteration 19Q: 3 clusters Score -2655435 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2655521.250000 Penalty: 5100.360352
	Iteration 20F: 3 clusters Score -2655521 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2655612.750000 Penalty: 5100.360352
	Iteration 21Q: 3 clusters Score -2655613 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2655711.000000 Penalty: 5100.360352
	Iteration 22Q: 3 clusters Score -2655711 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2655781.750000 Penalty: 5100.360352
	Iteration 23Q: 3 clusters Score -2655782 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2655845.750000 Penalty: 5100.360352
	Iteration 24Q: 3 clusters Score -2655846 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2655921.750000 Penalty: 5100.360352
	Iteration 25Q: 3 clusters Score -2655922 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2656015.000000 Penalty: 5100.360352
	Iteration 26Q: 3 clusters Score -2656015 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2656099.500000 Penalty: 5100.360352
	Iteration 27Q: 3 clusters Score -2656100 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2656199.750000 Penalty: 5100.360352
	Iteration 28Q: 3 clusters Score -2656200 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2656292.000000 Penalty: 5100.360352
	Iteration 29Q: 3 clusters Score -2656292 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2656391.000000 Penalty: 5100.360352
	Iteration 30Q: 3 clusters Score -2656391 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2656488.500000 Penalty: 5100.360352
	Iteration 31Q: 3 clusters Score -2656488 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2656596.500000 Penalty: 5100.360352
	Iteration 32Q: 3 clusters Score -2656596 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2656730.250000 Penalty: 5100.360352
	Iteration 33Q: 3 clusters Score -2656730 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2656883.000000 Penalty: 5100.360352
	Iteration 34Q: 3 clusters Score -2656883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2657005.000000 Penalty: 5100.360352
	Iteration 35Q: 3 clusters Score -2657005 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2657100.250000 Penalty: 5100.360352
	Iteration 36Q: 3 clusters Score -2657100 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2657163.000000 Penalty: 5100.360352
	Iteration 37Q: 3 clusters Score -2657163 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2657227.750000 Penalty: 5100.360352
	Iteration 38Q: 3 clusters Score -2657228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2657262.500000 Penalty: 5100.360352
	Iteration 39Q: 3 clusters Score -2657262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2657287.750000 Penalty: 5100.360352
	Iteration 40F: 3 clusters Score -2657288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2657300.250000 Penalty: 5100.360352
	Iteration 41Q: 3 clusters Score -2657300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2657311.750000 Penalty: 5100.360352
	Iteration 42Q: 3 clusters Score -2657312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2657327.250000 Penalty: 5100.360352
	Iteration 43Q: 3 clusters Score -2657327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2657343.250000 Penalty: 5100.360352
	Iteration 44Q: 3 clusters Score -2657343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2657348.750000 Penalty: 5100.360352
	Iteration 45Q: 3 clusters Score -2657349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2657352.750000 Penalty: 5100.360352
	Iteration 46Q: 3 clusters Score -2657353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2657350.250000 Penalty: 5100.360352
	Iteration 47Q: 3 clusters Score -2657350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2657354.750000 Penalty: 5100.360352
	Iteration 48Q: 3 clusters Score -2657355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2657357.500000 Penalty: 5100.360352
	Iteration 49Q: 3 clusters Score -2657358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2657358.750000 Penalty: 5100.360352
	Iteration 50Q: 3 clusters Score -2657359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2657353.500000 Penalty: 5100.360352
	Iteration 51Q: 3 clusters Score -2657354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2657355.500000 Penalty: 5100.360352
	Iteration 52Q: 3 clusters Score -2657356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2657354.000000 Penalty: 5100.360352
	Iteration 53Q: 3 clusters Score -2657354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2657359.250000 Penalty: 5100.360352
	Iteration 54Q: 3 clusters Score -2657359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2657356.750000 Penalty: 5100.360352
	Iteration 55Q: 3 clusters Score -2657357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2657357.000000 Penalty: 5100.360352
	Iteration 56Q: 3 clusters Score -2657357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2657357.000000 Penalty: 5100.360352
	Iteration 57Q: 3 clusters Score -2657357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2657354.500000 Penalty: 5100.360352
	Iteration 58Q: 3 clusters Score -2657354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2657355.750000 Penalty: 5100.360352
	Iteration 59Q: 3 clusters Score -2657356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2657346.250000 Penalty: 5100.360352
	Iteration 60F: 3 clusters Score -2657346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2657345.750000 Penalty: 5100.360352
	Iteration 61Q: 3 clusters Score -2657346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2657347.750000 Penalty: 5100.360352
	Iteration 62Q: 3 clusters Score -2657348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2657346.500000 Penalty: 5100.360352
	Iteration 63Q: 3 clusters Score -2657346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2657346.500000 Penalty: 5100.360352
	Iteration 64F: 3 clusters Score -2657346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Entering Unmasked Estep 
Score: -1231277.625000 Penalty: 2374.716309
	Iteration 0F: 2 clusters Score -1231278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1220767.125000 Penalty: 4749.432617
	Iteration 0F: 3 clusters Score -1220767 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1224242.500000 Penalty: 4749.432617
	Iteration 1F: 3 clusters Score -1224242 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1224719.500000 Penalty: 4749.432617
	Iteration 2F: 3 clusters Score -1224720 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1225142.500000 Penalty: 4749.432617
	Iteration 3F: 3 clusters Score -1225142 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1225589.500000 Penalty: 4749.432617
	Iteration 4Q: 3 clusters Score -1225590 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1226075.500000 Penalty: 4749.432617
	Iteration 5F: 3 clusters Score -1226076 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1226518.125000 Penalty: 4749.432617
	Iteration 6Q: 3 clusters Score -1226518 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1226892.000000 Penalty: 4749.432617
	Iteration 7Q: 3 clusters Score -1226892 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1227270.625000 Penalty: 4749.432617
	Iteration 8Q: 3 clusters Score -1227271 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1227646.000000 Penalty: 4749.432617
	Iteration 9Q: 3 clusters Score -1227646 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1227955.750000 Penalty: 4749.432617
	Iteration 10Q: 3 clusters Score -1227956 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1228210.500000 Penalty: 4749.432617
	Iteration 11Q: 3 clusters Score -1228210 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1228409.750000 Penalty: 4749.432617
	Iteration 12Q: 3 clusters Score -1228410 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1228589.500000 Penalty: 4749.432617
	Iteration 13Q: 3 clusters Score -1228590 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1228756.375000 Penalty: 4749.432617
	Iteration 14Q: 3 clusters Score -1228756 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1228873.125000 Penalty: 4749.432617
	Iteration 15Q: 3 clusters Score -1228873 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1228987.625000 Penalty: 4749.432617
	Iteration 16Q: 3 clusters Score -1228988 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1229084.750000 Penalty: 4749.432617
	Iteration 17Q: 3 clusters Score -1229085 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1229149.375000 Penalty: 4749.432617
	Iteration 18Q: 3 clusters Score -1229149 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1229198.000000 Penalty: 4749.432617
	Iteration 19Q: 3 clusters Score -1229198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1229235.250000 Penalty: 4749.432617
	Iteration 20F: 3 clusters Score -1229235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1229265.375000 Penalty: 4749.432617
	Iteration 21Q: 3 clusters Score -1229265 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1229294.250000 Penalty: 4749.432617
	Iteration 22Q: 3 clusters Score -1229294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1229316.875000 Penalty: 4749.432617
	Iteration 23Q: 3 clusters Score -1229317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1229335.750000 Penalty: 4749.432617
	Iteration 24Q: 3 clusters Score -1229336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1229350.875000 Penalty: 4749.432617
	Iteration 25Q: 3 clusters Score -1229351 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1229363.375000 Penalty: 4749.432617
	Iteration 26Q: 3 clusters Score -1229363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1229373.625000 Penalty: 4749.432617
	Iteration 27Q: 3 clusters Score -1229374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1229375.375000 Penalty: 4749.432617
	Iteration 28Q: 3 clusters Score -1229375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1229383.750000 Penalty: 4749.432617
	Iteration 29Q: 3 clusters Score -1229384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1229393.750000 Penalty: 4749.432617
	Iteration 30Q: 3 clusters Score -1229394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1229398.625000 Penalty: 4749.432617
	Iteration 31Q: 3 clusters Score -1229399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1229409.125000 Penalty: 4749.432617
	Iteration 32Q: 3 clusters Score -1229409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1229415.750000 Penalty: 4749.432617
	Iteration 33Q: 3 clusters Score -1229416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1229422.250000 Penalty: 4749.432617
	Iteration 34Q: 3 clusters Score -1229422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1229424.125000 Penalty: 4749.432617
	Iteration 35Q: 3 clusters Score -1229424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1229424.250000 Penalty: 4749.432617
	Iteration 36Q: 3 clusters Score -1229424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1229423.000000 Penalty: 4749.432617
	Iteration 37Q: 3 clusters Score -1229423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1229425.750000 Penalty: 4749.432617
	Iteration 38Q: 3 clusters Score -1229426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1229425.750000 Penalty: 4749.432617
	Iteration 39F: 3 clusters Score -1229426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Entering Unmasked Estep 
Score: -3685166.500000 Penalty: 2622.429443
	Iteration 0F: 2 clusters Score -3685166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3658453.500000 Penalty: 5244.858887
	Iteration 0F: 3 clusters Score -3658454 nChanged 18068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3668693.500000 Penalty: 5244.858887
	Iteration 1F: 3 clusters Score -3668694 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3669453.250000 Penalty: 5244.858887
	Iteration 2Q: 3 clusters Score -3669453 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3670515.250000 Penalty: 5244.858887
	Iteration 3F: 3 clusters Score -3670515 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3672031.500000 Penalty: 5244.858887
	Iteration 4F: 3 clusters Score -3672032 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3674009.000000 Penalty: 5244.858887
	Iteration 5F: 3 clusters Score -3674009 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3676181.500000 Penalty: 5244.858887
	Iteration 6F: 3 clusters Score -3676182 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3677938.000000 Penalty: 5244.858887
	Iteration 7F: 3 clusters Score -3677938 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -3679131.750000 Penalty: 5244.858887
	Iteration 8F: 3 clusters Score -3679132 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3679749.750000 Penalty: 5244.858887
	Iteration 9Q: 3 clusters Score -3679750 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -3680130.250000 Penalty: 5244.858887
	Iteration 10Q: 3 clusters Score -3680130 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3680468.750000 Penalty: 5244.858887
	Iteration 11Q: 3 clusters Score -3680469 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -3680740.250000 Penalty: 5244.858887
	Iteration 12Q: 3 clusters Score -3680740 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -3681004.750000 Penalty: 5244.858887
	Iteration 13Q: 3 clusters Score -3681005 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -3681323.250000 Penalty: 5244.858887
	Iteration 14Q: 3 clusters Score -3681323 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -3681661.500000 Penalty: 5244.858887
	Iteration 15Q: 3 clusters Score -3681662 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -3681939.000000 Penalty: 5244.858887
	Iteration 16Q: 3 clusters Score -3681939 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -3682215.500000 Penalty: 5244.858887
	Iteration 17Q: 3 clusters Score -3682216 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -3682433.750000 Penalty: 5244.858887
	Iteration 18Q: 3 clusters Score -3682434 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -3682587.000000 Penalty: 5244.858887
	Iteration 19Q: 3 clusters Score -3682587 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -3682697.250000 Penalty: 5244.858887
	Iteration 20F: 3 clusters Score -3682697 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -3682766.750000 Penalty: 5244.858887
	Iteration 21Q: 3 clusters Score -3682767 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -3682828.750000 Penalty: 5244.858887
	Iteration 22Q: 3 clusters Score -3682829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -3682873.250000 Penalty: 5244.858887
	Iteration 23Q: 3 clusters Score -3682873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -3682896.750000 Penalty: 5244.858887
	Iteration 24Q: 3 clusters Score -3682897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -3682912.000000 Penalty: 5244.858887
	Iteration 25Q: 3 clusters Score -3682912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -3682923.500000 Penalty: 5244.858887
	Iteration 26Q: 3 clusters Score -3682924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -3682930.250000 Penalty: 5244.858887
	Iteration 27Q: 3 clusters Score -3682930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -3682930.500000 Penalty: 5244.858887
	Iteration 28Q: 3 clusters Score -3682930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -3682935.250000 Penalty: 5244.858887
	Iteration 29Q: 3 clusters Score -3682935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -3682941.000000 Penalty: 5244.858887
	Iteration 30Q: 3 clusters Score -3682941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -3682947.750000 Penalty: 5244.858887
	Iteration 31Q: 3 clusters Score -3682948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -3682949.000000 Penalty: 5244.858887
	Iteration 32Q: 3 clusters Score -3682949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -3682951.250000 Penalty: 5244.858887
	Iteration 33Q: 3 clusters Score -3682951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -3682949.750000 Penalty: 5244.858887
	Iteration 34Q: 3 clusters Score -3682950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -3682961.000000 Penalty: 5244.858887
	Iteration 35Q: 3 clusters Score -3682961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -3682966.750000 Penalty: 5244.858887
	Iteration 36Q: 3 clusters Score -3682967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -3682967.500000 Penalty: 5244.858887
	Iteration 37Q: 3 clusters Score -3682968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -3682969.750000 Penalty: 5244.858887
	Iteration 38Q: 3 clusters Score -3682970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -3682972.750000 Penalty: 5244.858887
	Iteration 39Q: 3 clusters Score -3682973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -3682973.250000 Penalty: 5244.858887
	Iteration 40F: 3 clusters Score -3682973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -3682975.250000 Penalty: 5244.858887
	Iteration 41Q: 3 clusters Score -3682975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -3682974.250000 Penalty: 5244.858887
	Iteration 42Q: 3 clusters Score -3682974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -3682979.250000 Penalty: 5244.858887
	Iteration 43Q: 3 clusters Score -3682979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -3682984.250000 Penalty: 5244.858887
	Iteration 44Q: 3 clusters Score -3682984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -3682986.250000 Penalty: 5244.858887
	Iteration 45Q: 3 clusters Score -3682986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -3682987.750000 Penalty: 5244.858887
	Iteration 46Q: 3 clusters Score -3682988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -3682987.750000 Penalty: 5244.858887
	Iteration 47F: 3 clusters Score -3682988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Entering Unmasked Estep 
Score: -698104.812500 Penalty: 2230.770020
	Iteration 0F: 2 clusters Score -698104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -691640.250000 Penalty: 4461.540039
	Iteration 0F: 3 clusters Score -691640.2 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -693331.250000 Penalty: 4461.540039
	Iteration 1F: 3 clusters Score -693331.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -693606.125000 Penalty: 4461.540039
	Iteration 2F: 3 clusters Score -693606.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -693793.187500 Penalty: 4461.540039
	Iteration 3F: 3 clusters Score -693793.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -693946.375000 Penalty: 4461.540039
	Iteration 4Q: 3 clusters Score -693946.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -694068.562500 Penalty: 4461.540039
	Iteration 5Q: 3 clusters Score -694068.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -694195.250000 Penalty: 4461.540039
	Iteration 6Q: 3 clusters Score -694195.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -694320.250000 Penalty: 4461.540039
	Iteration 7Q: 3 clusters Score -694320.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -694452.625000 Penalty: 4461.540039
	Iteration 8Q: 3 clusters Score -694452.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -694599.062500 Penalty: 4461.540039
	Iteration 9Q: 3 clusters Score -694599.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -694734.312500 Penalty: 4461.540039
	Iteration 10Q: 3 clusters Score -694734.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -694904.375000 Penalty: 4461.540039
	Iteration 11Q: 3 clusters Score -694904.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -695089.875000 Penalty: 4461.540039
	Iteration 12Q: 3 clusters Score -695089.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -695263.750000 Penalty: 4461.540039
	Iteration 13Q: 3 clusters Score -695263.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -695417.687500 Penalty: 4461.540039
	Iteration 14Q: 3 clusters Score -695417.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -695573.625000 Penalty: 4461.540039
	Iteration 15Q: 3 clusters Score -695573.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -695698.437500 Penalty: 4461.540039
	Iteration 16Q: 3 clusters Score -695698.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -695777.062500 Penalty: 4461.540039
	Iteration 17Q: 3 clusters Score -695777.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -695835.437500 Penalty: 4461.540039
	Iteration 18Q: 3 clusters Score -695835.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -695892.937500 Penalty: 4461.540039
	Iteration 19Q: 3 clusters Score -695892.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -695945.875000 Penalty: 4461.540039
	Iteration 20F: 3 clusters Score -695945.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -695983.000000 Penalty: 4461.540039
	Iteration 21Q: 3 clusters Score -695983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -696009.187500 Penalty: 4461.540039
	Iteration 22Q: 3 clusters Score -696009.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -696034.562500 Penalty: 4461.540039
	Iteration 23Q: 3 clusters Score -696034.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -696053.500000 Penalty: 4461.540039
	Iteration 24Q: 3 clusters Score -696053.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -696069.187500 Penalty: 4461.540039
	Iteration 25Q: 3 clusters Score -696069.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -696079.375000 Penalty: 4461.540039
	Iteration 26Q: 3 clusters Score -696079.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -696092.562500 Penalty: 4461.540039
	Iteration 27Q: 3 clusters Score -696092.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -696104.437500 Penalty: 4461.540039
	Iteration 28Q: 3 clusters Score -696104.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -696111.750000 Penalty: 4461.540039
	Iteration 29Q: 3 clusters Score -696111.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -696120.812500 Penalty: 4461.540039
	Iteration 30Q: 3 clusters Score -696120.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -696127.250000 Penalty: 4461.540039
	Iteration 31Q: 3 clusters Score -696127.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -696134.625000 Penalty: 4461.540039
	Iteration 32Q: 3 clusters Score -696134.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -696138.750000 Penalty: 4461.540039
	Iteration 33Q: 3 clusters Score -696138.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -696144.250000 Penalty: 4461.540039
	Iteration 34Q: 3 clusters Score -696144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -696146.062500 Penalty: 4461.540039
	Iteration 35Q: 3 clusters Score -696146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -696147.875000 Penalty: 4461.540039
	Iteration 36Q: 3 clusters Score -696147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -696147.187500 Penalty: 4461.540039
	Iteration 37Q: 3 clusters Score -696147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -696147.187500 Penalty: 4461.540039
	Iteration 38F: 3 clusters Score -696147.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -859086.812500 Penalty: 2273.212646
	Iteration 0F: 2 clusters Score -859086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -851570.875000 Penalty: 4546.425293
	Iteration 0F: 3 clusters Score -851570.9 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -853786.250000 Penalty: 4546.425293
	Iteration 1F: 3 clusters Score -853786.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -854080.375000 Penalty: 4546.425293
	Iteration 2F: 3 clusters Score -854080.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -854282.500000 Penalty: 4546.425293
	Iteration 3Q: 3 clusters Score -854282.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -854441.062500 Penalty: 4546.425293
	Iteration 4Q: 3 clusters Score -854441.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -854569.125000 Penalty: 4546.425293
	Iteration 5Q: 3 clusters Score -854569.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -854669.437500 Penalty: 4546.425293
	Iteration 6Q: 3 clusters Score -854669.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -854767.187500 Penalty: 4546.425293
	Iteration 7Q: 3 clusters Score -854767.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -854852.250000 Penalty: 4546.425293
	Iteration 8Q: 3 clusters Score -854852.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -854944.875000 Penalty: 4546.425293
	Iteration 9Q: 3 clusters Score -854944.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -855021.437500 Penalty: 4546.425293
	Iteration 10Q: 3 clusters Score -855021.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -855090.687500 Penalty: 4546.425293
	Iteration 11Q: 3 clusters Score -855090.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -855153.375000 Penalty: 4546.425293
	Iteration 12Q: 3 clusters Score -855153.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -855217.875000 Penalty: 4546.425293
	Iteration 13Q: 3 clusters Score -855217.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -855298.187500 Penalty: 4546.425293
	Iteration 14Q: 3 clusters Score -855298.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -855380.562500 Penalty: 4546.425293
	Iteration 15Q: 3 clusters Score -855380.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -855493.562500 Penalty: 4546.425293
	Iteration 16Q: 3 clusters Score -855493.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -855653.062500 Penalty: 4546.425293
	Iteration 17Q: 3 clusters Score -855653.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -855821.375000 Penalty: 4546.425293
	Iteration 18Q: 3 clusters Score -855821.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -855969.500000 Penalty: 4546.425293
	Iteration 19Q: 3 clusters Score -855969.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -856107.000000 Penalty: 4546.425293
	Iteration 20F: 3 clusters Score -856107 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -856245.375000 Penalty: 4546.425293
	Iteration 21Q: 3 clusters Score -856245.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -856354.000000 Penalty: 4546.425293
	Iteration 22Q: 3 clusters Score -856354 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -856453.937500 Penalty: 4546.425293
	Iteration 23Q: 3 clusters Score -856453.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -856555.437500 Penalty: 4546.425293
	Iteration 24Q: 3 clusters Score -856555.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -856659.437500 Penalty: 4546.425293
	Iteration 25Q: 3 clusters Score -856659.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -856766.250000 Penalty: 4546.425293
	Iteration 26Q: 3 clusters Score -856766.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -856884.375000 Penalty: 4546.425293
	Iteration 27Q: 3 clusters Score -856884.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -857023.375000 Penalty: 4546.425293
	Iteration 28Q: 3 clusters Score -857023.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -857152.187500 Penalty: 4546.425293
	Iteration 29Q: 3 clusters Score -857152.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -857241.875000 Penalty: 4546.425293
	Iteration 30Q: 3 clusters Score -857241.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -857323.437500 Penalty: 4546.425293
	Iteration 31Q: 3 clusters Score -857323.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -857379.625000 Penalty: 4546.425293
	Iteration 32Q: 3 clusters Score -857379.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -857421.812500 Penalty: 4546.425293
	Iteration 33Q: 3 clusters Score -857421.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -857462.187500 Penalty: 4546.425293
	Iteration 34Q: 3 clusters Score -857462.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -857483.750000 Penalty: 4546.425293
	Iteration 35Q: 3 clusters Score -857483.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -857492.687500 Penalty: 4546.425293
	Iteration 36Q: 3 clusters Score -857492.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -857498.562500 Penalty: 4546.425293
	Iteration 37Q: 3 clusters Score -857498.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -857504.500000 Penalty: 4546.425293
	Iteration 38Q: 3 clusters Score -857504.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -857508.375000 Penalty: 4546.425293
	Iteration 39Q: 3 clusters Score -857508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -857510.812500 Penalty: 4546.425293
	Iteration 40F: 3 clusters Score -857510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -857514.687500 Penalty: 4546.425293
	Iteration 41Q: 3 clusters Score -857514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -857518.000000 Penalty: 4546.425293
	Iteration 42Q: 3 clusters Score -857518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -857520.875000 Penalty: 4546.425293
	Iteration 43Q: 3 clusters Score -857520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -857523.812500 Penalty: 4546.425293
	Iteration 44Q: 3 clusters Score -857523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -857525.062500 Penalty: 4546.425293
	Iteration 45Q: 3 clusters Score -857525.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -857525.125000 Penalty: 4546.425293
	Iteration 46Q: 3 clusters Score -857525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -857528.062500 Penalty: 4546.425293
	Iteration 47Q: 3 clusters Score -857528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -857527.750000 Penalty: 4546.425293
	Iteration 48Q: 3 clusters Score -857527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -857528.750000 Penalty: 4546.425293
	Iteration 49Q: 3 clusters Score -857528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -857527.750000 Penalty: 4546.425293
	Iteration 50Q: 3 clusters Score -857527.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -857527.750000 Penalty: 4546.425293
	Iteration 51F: 3 clusters Score -857527.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -107835.796875 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -107835.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105731.695312 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -105731.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -106397.000000 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -106397 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106925.414062 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -106925.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -107589.468750 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -107589.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -108406.554688 Penalty: 3587.793945
	Iteration 4F: 3 clusters Score -108406.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108983.093750 Penalty: 3587.793945
	Iteration 5F: 3 clusters Score -108983.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -109385.000000 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -109385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109656.570312 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -109656.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -109704.828125 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -109704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -109721.359375 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -109721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109737.382812 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -109737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -109754.171875 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -109754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109764.453125 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -109764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109768.882812 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -109768.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109769.476562 Penalty: 3587.793945
	Iteration 14F: 3 clusters Score -109769.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109770.914062 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -109770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109770.914062 Penalty: 3587.793945
	Iteration 16F: 3 clusters Score -109770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254385 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159095 members 
Mstep: Class 9 contains 14463 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 358 members 
Mstep: Class 26 contains 414 members 
Entering Unmasked Estep 
Score: -93628856.000000 Penalty: 89408.812500
Splitting cluster 23 changes total score from -93627304.000000 to -93628856.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 24 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -24073.404297 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -24073.4 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 171 members 
Entering Unmasked Estep 
Score: -22835.250000 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -22835.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23086.976562 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -23086.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23157.597656 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -23157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23180.136719 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -23180.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23185.062500 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -23185.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23193.648438 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -23193.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23196.070312 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -23196.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23196.070312 Penalty: 2888.230713
	Iteration 7F: 3 clusters Score -23196.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254385 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159095 members 
Mstep: Class 9 contains 14463 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9202 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93628992.000000 Penalty: 89408.812500
Iteration 119Q: 27 clusters Score -9.362899e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 254386 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13536 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159095 members 
Mstep: Class 9 contains 14465 members 
Mstep: Class 10 contains 1974 members 
Mstep: Class 11 contains 9205 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 26731 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9564 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 358 members 
Mstep: Class 26 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93629488.000000 Penalty: 89408.812500
Iteration 120F: 27 clusters Score -9.362949e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 254386 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13527 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 238 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159093 members 
Mstep: Class 9 contains 14467 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 9205 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 26731 members 
Mstep: Class 17 contains 435554 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93630088.000000 Penalty: 89408.812500
Iteration 121Q: 27 clusters Score -9.363009e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254386 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13514 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 239 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 159096 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 9205 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 26731 members 
Mstep: Class 17 contains 435555 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9562 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93630184.000000 Penalty: 89408.812500
Iteration 122Q: 27 clusters Score -9.363018e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254381 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13509 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159088 members 
Mstep: Class 9 contains 14469 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 11 contains 9219 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 26731 members 
Mstep: Class 17 contains 435552 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9560 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 364 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93630432.000000 Penalty: 89408.812500
Iteration 123Q: 27 clusters Score -9.363043e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 254379 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13512 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159073 members 
Mstep: Class 9 contains 14471 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 9232 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435552 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 9557 members 
Mstep: Class 23 contains 1212 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93630688.000000 Penalty: 89408.812500
Iteration 124Q: 27 clusters Score -9.363069e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254379 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13517 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159057 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435552 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 9556 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93630872.000000 Penalty: 89408.812500
Iteration 125Q: 27 clusters Score -9.363087e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254384 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 13512 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159054 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 1723 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435553 members 
Mstep: Class 18 contains 29227 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 9556 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631040.000000 Penalty: 89408.812500
Iteration 126Q: 27 clusters Score -9.363104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 254381 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159047 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 1718 members 
Mstep: Class 11 contains 9255 members 
Mstep: Class 12 contains 9508 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435550 members 
Mstep: Class 18 contains 29227 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 9555 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631136.000000 Penalty: 89408.812500
Iteration 127Q: 27 clusters Score -9.363114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254383 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159041 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 1717 members 
Mstep: Class 11 contains 9260 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435550 members 
Mstep: Class 18 contains 29230 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 9548 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631168.000000 Penalty: 89408.812500
Iteration 128Q: 27 clusters Score -9.363117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 254385 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159032 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435549 members 
Mstep: Class 18 contains 29230 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 9549 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631264.000000 Penalty: 89408.812500
Iteration 129Q: 27 clusters Score -9.363126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 254386 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159028 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435547 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 9547 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631288.000000 Penalty: 89408.812500
Iteration 130Q: 27 clusters Score -9.363129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254390 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159027 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435547 members 
Mstep: Class 18 contains 29230 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9547 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631336.000000 Penalty: 89408.812500
Iteration 131Q: 27 clusters Score -9.363134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254395 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159024 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435546 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9548 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631360.000000 Penalty: 89408.812500
Iteration 132Q: 27 clusters Score -9.363136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254397 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159022 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435545 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9548 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631336.000000 Penalty: 89408.812500
Iteration 133Q: 27 clusters Score -9.363134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254400 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159021 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435544 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9547 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631320.000000 Penalty: 89408.812500
Iteration 134Q: 27 clusters Score -9.363132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254402 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159019 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 9265 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435544 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631328.000000 Penalty: 89408.812500
Iteration 135Q: 27 clusters Score -9.363133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 254402 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159019 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 9265 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435544 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631544.000000 Penalty: 89408.812500
Iteration 136F: 27 clusters Score -9.363154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 254402 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13504 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159019 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1709 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 26732 members 
Mstep: Class 17 contains 435544 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631672.000000 Penalty: 89408.812500
Iteration 137Q: 27 clusters Score -9.363167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 254401 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13498 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159020 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 26731 members 
Mstep: Class 17 contains 435544 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8058 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 390 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631672.000000 Penalty: 89408.812500
Iteration 138Q: 27 clusters Score -9.363167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 254401 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13495 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159017 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9272 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 26730 members 
Mstep: Class 17 contains 435541 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14408 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 9544 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 391 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631688.000000 Penalty: 89408.812500
Iteration 139Q: 27 clusters Score -9.363169e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 254397 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13497 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 159013 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9280 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 16 contains 26729 members 
Mstep: Class 17 contains 435537 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8058 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 394 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631632.000000 Penalty: 89408.812500
Iteration 140F: 27 clusters Score -9.363163e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254403 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13504 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158994 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9283 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435534 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14405 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 398 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631640.000000 Penalty: 89408.812500
Iteration 141Q: 27 clusters Score -9.363164e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254403 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13502 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158983 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3928 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435533 members 
Mstep: Class 18 contains 29232 members 
Mstep: Class 19 contains 14403 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 9542 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 401 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631656.000000 Penalty: 89408.812500
Iteration 142Q: 27 clusters Score -9.363166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254406 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13503 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158975 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3929 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14402 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 9539 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 404 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631616.000000 Penalty: 89408.812500
Iteration 143Q: 27 clusters Score -9.363162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254407 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13510 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158963 members 
Mstep: Class 9 contains 14485 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435527 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14400 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8057 members 
Mstep: Class 22 contains 9537 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631648.000000 Penalty: 89408.812500
Iteration 144Q: 27 clusters Score -9.363165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254405 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13520 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158952 members 
Mstep: Class 9 contains 14487 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631664.000000 Penalty: 89408.812500
Iteration 145Q: 27 clusters Score -9.363166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254405 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13527 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158940 members 
Mstep: Class 9 contains 14490 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 39115 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631656.000000 Penalty: 89408.812500
Iteration 146Q: 27 clusters Score -9.363166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254401 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158934 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9307 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39115 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631672.000000 Penalty: 89408.812500
Iteration 147Q: 27 clusters Score -9.363167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254399 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13531 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158931 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9310 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39115 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 9534 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631664.000000 Penalty: 89408.812500
Iteration 148Q: 27 clusters Score -9.363166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254397 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158928 members 
Mstep: Class 9 contains 14494 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39115 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 9533 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631648.000000 Penalty: 89408.812500
Iteration 149Q: 27 clusters Score -9.363165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254395 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158925 members 
Mstep: Class 9 contains 14495 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 9533 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631696.000000 Penalty: 89408.812500
Iteration 150Q: 27 clusters Score -9.36317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254396 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158923 members 
Mstep: Class 9 contains 14494 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9320 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9532 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631744.000000 Penalty: 89408.812500
Iteration 151Q: 27 clusters Score -9.363174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254396 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158922 members 
Mstep: Class 9 contains 14494 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9322 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29235 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9530 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631736.000000 Penalty: 89408.812500
Iteration 152Q: 27 clusters Score -9.363174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254395 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158919 members 
Mstep: Class 9 contains 14498 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9323 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29235 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9529 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631728.000000 Penalty: 89408.812500
Iteration 153Q: 27 clusters Score -9.363173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254394 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158919 members 
Mstep: Class 9 contains 14498 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9325 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29235 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9528 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631728.000000 Penalty: 89408.812500
Iteration 154Q: 27 clusters Score -9.363173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254393 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158919 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9326 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29235 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9527 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631728.000000 Penalty: 89408.812500
Iteration 155Q: 27 clusters Score -9.363173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254390 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158919 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9328 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29235 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631736.000000 Penalty: 89408.812500
Iteration 156Q: 27 clusters Score -9.363174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254386 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14503 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9331 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29235 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631760.000000 Penalty: 89408.812500
Iteration 157Q: 27 clusters Score -9.363176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254387 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435531 members 
Mstep: Class 18 contains 29235 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631760.000000 Penalty: 89408.812500
Iteration 158Q: 27 clusters Score -9.363176e+07 nChanged 5
Entering ConstructFrom: 
Score: -93631760.000000 Penalty: 89408.812500
Entering ConstructFrom: 
Trying to split cluster 1 (254389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254389 members 
Entering Unmasked Estep 
Score: -23129428.000000 Penalty: 3086.761719
	Iteration 0F: 2 clusters Score -2.312943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 127471 members 
Entering Unmasked Estep 
Score: -22958860.000000 Penalty: 6173.523438
	Iteration 0F: 3 clusters Score -2.295886e+07 nChanged 122808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 130963 members 
Entering Unmasked Estep 
Score: -23030746.000000 Penalty: 6173.523438
	Iteration 1F: 3 clusters Score -2.303075e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120733 members 
Mstep: Class 2 contains 133656 members 
Entering Unmasked Estep 
Score: -23032652.000000 Penalty: 6173.523438
	Iteration 2Q: 3 clusters Score -2.303265e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116704 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -23035532.000000 Penalty: 6173.523438
	Iteration 3Q: 3 clusters Score -2.303553e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 143903 members 
Entering Unmasked Estep 
Score: -23039538.000000 Penalty: 6173.523438
	Iteration 4Q: 3 clusters Score -2.303954e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101452 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -23045622.000000 Penalty: 6173.523438
	Iteration 5Q: 3 clusters Score -2.304562e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -23055306.000000 Penalty: 6173.523438
	Iteration 6F: 3 clusters Score -2.305531e+07 nChanged 17249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 181350 members 
Entering Unmasked Estep 
Score: -23068240.000000 Penalty: 6173.523438
	Iteration 7F: 3 clusters Score -2.306824e+07 nChanged 17844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 198242 members 
Entering Unmasked Estep 
Score: -23083312.000000 Penalty: 6173.523438
	Iteration 8F: 3 clusters Score -2.308331e+07 nChanged 15721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 213403 members 
Entering Unmasked Estep 
Score: -23096904.000000 Penalty: 6173.523438
	Iteration 9F: 3 clusters Score -2.30969e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 225028 members 
Entering Unmasked Estep 
Score: -23107038.000000 Penalty: 6173.523438
	Iteration 10Q: 3 clusters Score -2.310704e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 233127 members 
Entering Unmasked Estep 
Score: -23113734.000000 Penalty: 6173.523438
	Iteration 11Q: 3 clusters Score -2.311373e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 238781 members 
Entering Unmasked Estep 
Score: -23118000.000000 Penalty: 6173.523438
	Iteration 12Q: 3 clusters Score -2.3118e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 242780 members 
Entering Unmasked Estep 
Score: -23120854.000000 Penalty: 6173.523438
	Iteration 13Q: 3 clusters Score -2.312085e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 245633 members 
Entering Unmasked Estep 
Score: -23122998.000000 Penalty: 6173.523438
	Iteration 14Q: 3 clusters Score -2.3123e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 247624 members 
Entering Unmasked Estep 
Score: -23124476.000000 Penalty: 6173.523438
	Iteration 15Q: 3 clusters Score -2.312448e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 248977 members 
Entering Unmasked Estep 
Score: -23125516.000000 Penalty: 6173.523438
	Iteration 16Q: 3 clusters Score -2.312552e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 249874 members 
Entering Unmasked Estep 
Score: -23126222.000000 Penalty: 6173.523438
	Iteration 17Q: 3 clusters Score -2.312622e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 250411 members 
Entering Unmasked Estep 
Score: -23126632.000000 Penalty: 6173.523438
	Iteration 18Q: 3 clusters Score -2.312663e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 250758 members 
Entering Unmasked Estep 
Score: -23126890.000000 Penalty: 6173.523438
	Iteration 19Q: 3 clusters Score -2.312689e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 250998 members 
Entering Unmasked Estep 
Score: -23127130.000000 Penalty: 6173.523438
	Iteration 20F: 3 clusters Score -2.312713e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 251162 members 
Entering Unmasked Estep 
Score: -23127226.000000 Penalty: 6173.523438
	Iteration 21Q: 3 clusters Score -2.312723e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 251244 members 
Entering Unmasked Estep 
Score: -23127340.000000 Penalty: 6173.523438
	Iteration 22Q: 3 clusters Score -2.312734e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 251320 members 
Entering Unmasked Estep 
Score: -23127382.000000 Penalty: 6173.523438
	Iteration 23Q: 3 clusters Score -2.312738e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 251386 members 
Entering Unmasked Estep 
Score: -23127446.000000 Penalty: 6173.523438
	Iteration 24Q: 3 clusters Score -2.312745e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 251440 members 
Entering Unmasked Estep 
Score: -23127476.000000 Penalty: 6173.523438
	Iteration 25Q: 3 clusters Score -2.312748e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 251468 members 
Entering Unmasked Estep 
Score: -23127510.000000 Penalty: 6173.523438
	Iteration 26Q: 3 clusters Score -2.312751e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 251492 members 
Entering Unmasked Estep 
Score: -23127494.000000 Penalty: 6173.523438
	Iteration 27Q: 3 clusters Score -2.312749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 251516 members 
Entering Unmasked Estep 
Score: -23127494.000000 Penalty: 6173.523438
	Iteration 28Q: 3 clusters Score -2.312749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 251540 members 
Entering Unmasked Estep 
Score: -23127522.000000 Penalty: 6173.523438
	Iteration 29Q: 3 clusters Score -2.312752e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 251567 members 
Entering Unmasked Estep 
Score: -23127538.000000 Penalty: 6173.523438
	Iteration 30Q: 3 clusters Score -2.312754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 251569 members 
Entering Unmasked Estep 
Score: -23127542.000000 Penalty: 6173.523438
	Iteration 31Q: 3 clusters Score -2.312754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 251584 members 
Entering Unmasked Estep 
Score: -23127532.000000 Penalty: 6173.523438
	Iteration 32Q: 3 clusters Score -2.312753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 251593 members 
Entering Unmasked Estep 
Score: -23127554.000000 Penalty: 6173.523438
	Iteration 33Q: 3 clusters Score -2.312755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 251599 members 
Entering Unmasked Estep 
Score: -23127530.000000 Penalty: 6173.523438
	Iteration 34Q: 3 clusters Score -2.312753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 251600 members 
Entering Unmasked Estep 
Score: -23127534.000000 Penalty: 6173.523438
	Iteration 35Q: 3 clusters Score -2.312753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 251607 members 
Entering Unmasked Estep 
Score: -23127556.000000 Penalty: 6173.523438
	Iteration 36Q: 3 clusters Score -2.312756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 251608 members 
Entering Unmasked Estep 
Score: -23127552.000000 Penalty: 6173.523438
	Iteration 37Q: 3 clusters Score -2.312755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 251609 members 
Entering Unmasked Estep 
Score: -23127574.000000 Penalty: 6173.523438
	Iteration 38Q: 3 clusters Score -2.312757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 251609 members 
Entering Unmasked Estep 
Score: -23127566.000000 Penalty: 6173.523438
	Iteration 39Q: 3 clusters Score -2.312757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 251613 members 
Entering Unmasked Estep 
Score: -23127562.000000 Penalty: 6173.523438
	Iteration 40F: 3 clusters Score -2.312756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 251616 members 
Entering Unmasked Estep 
Score: -23127566.000000 Penalty: 6173.523438
	Iteration 41Q: 3 clusters Score -2.312757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 251618 members 
Entering Unmasked Estep 
Score: -23127574.000000 Penalty: 6173.523438
	Iteration 42Q: 3 clusters Score -2.312757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 251618 members 
Entering Unmasked Estep 
Score: -23127572.000000 Penalty: 6173.523438
	Iteration 43Q: 3 clusters Score -2.312757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 251620 members 
Entering Unmasked Estep 
Score: -23127578.000000 Penalty: 6173.523438
	Iteration 44Q: 3 clusters Score -2.312758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 251621 members 
Entering Unmasked Estep 
Score: -23127586.000000 Penalty: 6173.523438
	Iteration 45Q: 3 clusters Score -2.312759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 251621 members 
Entering Unmasked Estep 
Score: -23127586.000000 Penalty: 6173.523438
	Iteration 46F: 3 clusters Score -2.312759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -44723.656250 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -44723.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43196.117188 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -43196.12 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43531.480469 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -43531.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43698.410156 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -43698.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43795.703125 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -43795.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43852.753906 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -43852.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43905.445312 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -43905.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43947.734375 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -43947.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43964.539062 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -43964.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43990.609375 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -43990.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44024.218750 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -44024.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44078.867188 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -44078.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44103.753906 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -44103.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44122.546875 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -44122.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44142.898438 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -44142.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44155.441406 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -44155.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44162.398438 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -44162.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44162.398438 Penalty: 3163.699219
	Iteration 16F: 3 clusters Score -44162.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Entering Unmasked Estep 
Score: -1172801.875000 Penalty: 2359.177490
	Iteration 0F: 2 clusters Score -1172802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1162949.875000 Penalty: 4718.354980
	Iteration 0F: 3 clusters Score -1162950 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1166212.375000 Penalty: 4718.354980
	Iteration 1F: 3 clusters Score -1166212 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1167028.625000 Penalty: 4718.354980
	Iteration 2F: 3 clusters Score -1167029 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1167979.750000 Penalty: 4718.354980
	Iteration 3F: 3 clusters Score -1167980 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1168977.625000 Penalty: 4718.354980
	Iteration 4F: 3 clusters Score -1168978 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1169821.000000 Penalty: 4718.354980
	Iteration 5F: 3 clusters Score -1169821 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1170416.500000 Penalty: 4718.354980
	Iteration 6F: 3 clusters Score -1170416 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1170746.000000 Penalty: 4718.354980
	Iteration 7Q: 3 clusters Score -1170746 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1170917.125000 Penalty: 4718.354980
	Iteration 8Q: 3 clusters Score -1170917 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1171000.875000 Penalty: 4718.354980
	Iteration 9Q: 3 clusters Score -1171001 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1171057.500000 Penalty: 4718.354980
	Iteration 10Q: 3 clusters Score -1171058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1171097.000000 Penalty: 4718.354980
	Iteration 11Q: 3 clusters Score -1171097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1171116.000000 Penalty: 4718.354980
	Iteration 12Q: 3 clusters Score -1171116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1171152.750000 Penalty: 4718.354980
	Iteration 13Q: 3 clusters Score -1171153 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1171198.125000 Penalty: 4718.354980
	Iteration 14Q: 3 clusters Score -1171198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1171273.750000 Penalty: 4718.354980
	Iteration 15Q: 3 clusters Score -1171274 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1171375.750000 Penalty: 4718.354980
	Iteration 16Q: 3 clusters Score -1171376 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1171475.625000 Penalty: 4718.354980
	Iteration 17Q: 3 clusters Score -1171476 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1171537.000000 Penalty: 4718.354980
	Iteration 18Q: 3 clusters Score -1171537 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1171574.750000 Penalty: 4718.354980
	Iteration 19Q: 3 clusters Score -1171575 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1171615.250000 Penalty: 4718.354980
	Iteration 20F: 3 clusters Score -1171615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1171648.125000 Penalty: 4718.354980
	Iteration 21Q: 3 clusters Score -1171648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1171672.375000 Penalty: 4718.354980
	Iteration 22Q: 3 clusters Score -1171672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1171695.875000 Penalty: 4718.354980
	Iteration 23Q: 3 clusters Score -1171696 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1171713.750000 Penalty: 4718.354980
	Iteration 24Q: 3 clusters Score -1171714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1171735.250000 Penalty: 4718.354980
	Iteration 25Q: 3 clusters Score -1171735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1171749.125000 Penalty: 4718.354980
	Iteration 26Q: 3 clusters Score -1171749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1171757.000000 Penalty: 4718.354980
	Iteration 27Q: 3 clusters Score -1171757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1171769.375000 Penalty: 4718.354980
	Iteration 28Q: 3 clusters Score -1171769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1171781.000000 Penalty: 4718.354980
	Iteration 29Q: 3 clusters Score -1171781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1171792.500000 Penalty: 4718.354980
	Iteration 30Q: 3 clusters Score -1171792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1171808.625000 Penalty: 4718.354980
	Iteration 31Q: 3 clusters Score -1171809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1171818.375000 Penalty: 4718.354980
	Iteration 32Q: 3 clusters Score -1171818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1171829.500000 Penalty: 4718.354980
	Iteration 33Q: 3 clusters Score -1171830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1171838.625000 Penalty: 4718.354980
	Iteration 34Q: 3 clusters Score -1171839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1171842.750000 Penalty: 4718.354980
	Iteration 35Q: 3 clusters Score -1171843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1171841.750000 Penalty: 4718.354980
	Iteration 36Q: 3 clusters Score -1171842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1171847.750000 Penalty: 4718.354980
	Iteration 37Q: 3 clusters Score -1171848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1171850.500000 Penalty: 4718.354980
	Iteration 38Q: 3 clusters Score -1171850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1171853.125000 Penalty: 4718.354980
	Iteration 39Q: 3 clusters Score -1171853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1171854.125000 Penalty: 4718.354980
	Iteration 40F: 3 clusters Score -1171854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1171855.625000 Penalty: 4718.354980
	Iteration 41Q: 3 clusters Score -1171856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1171858.750000 Penalty: 4718.354980
	Iteration 42Q: 3 clusters Score -1171859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1171863.625000 Penalty: 4718.354980
	Iteration 43Q: 3 clusters Score -1171864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1171865.500000 Penalty: 4718.354980
	Iteration 44Q: 3 clusters Score -1171866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1171867.625000 Penalty: 4718.354980
	Iteration 45Q: 3 clusters Score -1171868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1171868.250000 Penalty: 4718.354980
	Iteration 46Q: 3 clusters Score -1171868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1171870.250000 Penalty: 4718.354980
	Iteration 47Q: 3 clusters Score -1171870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1171869.500000 Penalty: 4718.354980
	Iteration 48Q: 3 clusters Score -1171870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1171871.750000 Penalty: 4718.354980
	Iteration 49Q: 3 clusters Score -1171872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1171874.000000 Penalty: 4718.354980
	Iteration 50Q: 3 clusters Score -1171874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1171876.000000 Penalty: 4718.354980
	Iteration 51Q: 3 clusters Score -1171876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1171876.625000 Penalty: 4718.354980
	Iteration 52Q: 3 clusters Score -1171877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1171878.125000 Penalty: 4718.354980
	Iteration 53Q: 3 clusters Score -1171878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1171878.125000 Penalty: 4718.354980
	Iteration 54F: 3 clusters Score -1171878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -118954.796875 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -118954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116700.515625 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -116700.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -117124.718750 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -117124.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -117328.289062 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -117328.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -117518.093750 Penalty: 3604.346436
	Iteration 3F: 3 clusters Score -117518.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -117706.187500 Penalty: 3604.346436
	Iteration 4Q: 3 clusters Score -117706.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -117851.476562 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -117851.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -117955.218750 Penalty: 3604.346436
	Iteration 6F: 3 clusters Score -117955.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -118037.484375 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -118037.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -118173.500000 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -118173.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -118221.117188 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -118221.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -118234.429688 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -118234.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -118249.093750 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -118249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118250.695312 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -118250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118251.539062 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -118251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118251.539062 Penalty: 3604.346436
	Iteration 14F: 3 clusters Score -118251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -314093.937500 Penalty: 2024.304077
	Iteration 0F: 2 clusters Score -314093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -310524.468750 Penalty: 4048.608154
	Iteration 0F: 3 clusters Score -310524.5 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -311411.437500 Penalty: 4048.608154
	Iteration 1F: 3 clusters Score -311411.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -311800.718750 Penalty: 4048.608154
	Iteration 2F: 3 clusters Score -311800.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -312076.437500 Penalty: 4048.608154
	Iteration 3F: 3 clusters Score -312076.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -312271.156250 Penalty: 4048.608154
	Iteration 4F: 3 clusters Score -312271.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -312416.656250 Penalty: 4048.608154
	Iteration 5F: 3 clusters Score -312416.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -312508.500000 Penalty: 4048.608154
	Iteration 6Q: 3 clusters Score -312508.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -312578.625000 Penalty: 4048.608154
	Iteration 7Q: 3 clusters Score -312578.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -312652.062500 Penalty: 4048.608154
	Iteration 8Q: 3 clusters Score -312652.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -312722.375000 Penalty: 4048.608154
	Iteration 9Q: 3 clusters Score -312722.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -312778.062500 Penalty: 4048.608154
	Iteration 10Q: 3 clusters Score -312778.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -312813.687500 Penalty: 4048.608154
	Iteration 11Q: 3 clusters Score -312813.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -312832.375000 Penalty: 4048.608154
	Iteration 12Q: 3 clusters Score -312832.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -312843.500000 Penalty: 4048.608154
	Iteration 13Q: 3 clusters Score -312843.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -312849.281250 Penalty: 4048.608154
	Iteration 14Q: 3 clusters Score -312849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -312851.500000 Penalty: 4048.608154
	Iteration 15Q: 3 clusters Score -312851.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -312856.375000 Penalty: 4048.608154
	Iteration 16Q: 3 clusters Score -312856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -312857.468750 Penalty: 4048.608154
	Iteration 17Q: 3 clusters Score -312857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -312858.718750 Penalty: 4048.608154
	Iteration 18Q: 3 clusters Score -312858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -312859.656250 Penalty: 4048.608154
	Iteration 19Q: 3 clusters Score -312859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -312859.656250 Penalty: 4048.608154
	Iteration 20F: 3 clusters Score -312859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -16676.044922 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -16676.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15536.916016 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -15536.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15674.689453 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -15674.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15746.616211 Penalty: 2718.396973
	Iteration 2Q: 3 clusters Score -15746.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15760.517578 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -15760.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15765.087891 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -15765.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15767.267578 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -15767.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15767.267578 Penalty: 2718.396973
	Iteration 6F: 3 clusters Score -15767.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Entering Unmasked Estep 
Score: -722195.937500 Penalty: 2244.296875
	Iteration 0F: 2 clusters Score -722195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -715496.437500 Penalty: 4488.593750
	Iteration 0F: 3 clusters Score -715496.4 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -717321.625000 Penalty: 4488.593750
	Iteration 1F: 3 clusters Score -717321.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -717596.937500 Penalty: 4488.593750
	Iteration 2F: 3 clusters Score -717596.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -717800.000000 Penalty: 4488.593750
	Iteration 3F: 3 clusters Score -717800 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -717994.312500 Penalty: 4488.593750
	Iteration 4Q: 3 clusters Score -717994.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -718170.125000 Penalty: 4488.593750
	Iteration 5Q: 3 clusters Score -718170.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -718351.750000 Penalty: 4488.593750
	Iteration 6Q: 3 clusters Score -718351.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -718507.812500 Penalty: 4488.593750
	Iteration 7Q: 3 clusters Score -718507.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -718672.750000 Penalty: 4488.593750
	Iteration 8Q: 3 clusters Score -718672.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -718831.125000 Penalty: 4488.593750
	Iteration 9Q: 3 clusters Score -718831.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -718974.437500 Penalty: 4488.593750
	Iteration 10Q: 3 clusters Score -718974.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -719125.437500 Penalty: 4488.593750
	Iteration 11Q: 3 clusters Score -719125.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -719272.937500 Penalty: 4488.593750
	Iteration 12Q: 3 clusters Score -719272.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -719409.125000 Penalty: 4488.593750
	Iteration 13Q: 3 clusters Score -719409.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -719524.062500 Penalty: 4488.593750
	Iteration 14Q: 3 clusters Score -719524.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -719628.812500 Penalty: 4488.593750
	Iteration 15Q: 3 clusters Score -719628.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -719691.250000 Penalty: 4488.593750
	Iteration 16Q: 3 clusters Score -719691.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -719749.500000 Penalty: 4488.593750
	Iteration 17Q: 3 clusters Score -719749.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -719793.437500 Penalty: 4488.593750
	Iteration 18Q: 3 clusters Score -719793.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -719827.312500 Penalty: 4488.593750
	Iteration 19Q: 3 clusters Score -719827.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -719847.812500 Penalty: 4488.593750
	Iteration 20F: 3 clusters Score -719847.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -719867.312500 Penalty: 4488.593750
	Iteration 21Q: 3 clusters Score -719867.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -719879.250000 Penalty: 4488.593750
	Iteration 22Q: 3 clusters Score -719879.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -719895.125000 Penalty: 4488.593750
	Iteration 23Q: 3 clusters Score -719895.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -719901.687500 Penalty: 4488.593750
	Iteration 24Q: 3 clusters Score -719901.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -719913.562500 Penalty: 4488.593750
	Iteration 25Q: 3 clusters Score -719913.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -719918.062500 Penalty: 4488.593750
	Iteration 26Q: 3 clusters Score -719918.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -719923.125000 Penalty: 4488.593750
	Iteration 27Q: 3 clusters Score -719923.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -719928.375000 Penalty: 4488.593750
	Iteration 28Q: 3 clusters Score -719928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -719932.562500 Penalty: 4488.593750
	Iteration 29Q: 3 clusters Score -719932.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -719938.812500 Penalty: 4488.593750
	Iteration 30Q: 3 clusters Score -719938.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -719943.687500 Penalty: 4488.593750
	Iteration 31Q: 3 clusters Score -719943.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -719949.312500 Penalty: 4488.593750
	Iteration 32Q: 3 clusters Score -719949.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -719952.125000 Penalty: 4488.593750
	Iteration 33Q: 3 clusters Score -719952.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -719954.625000 Penalty: 4488.593750
	Iteration 34Q: 3 clusters Score -719954.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -719957.562500 Penalty: 4488.593750
	Iteration 35Q: 3 clusters Score -719957.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -719960.062500 Penalty: 4488.593750
	Iteration 36Q: 3 clusters Score -719960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -719961.812500 Penalty: 4488.593750
	Iteration 37Q: 3 clusters Score -719961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -719961.125000 Penalty: 4488.593750
	Iteration 38Q: 3 clusters Score -719961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -719962.125000 Penalty: 4488.593750
	Iteration 39Q: 3 clusters Score -719962.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -719966.375000 Penalty: 4488.593750
	Iteration 40F: 3 clusters Score -719966.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -719966.500000 Penalty: 4488.593750
	Iteration 41Q: 3 clusters Score -719966.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -719969.687500 Penalty: 4488.593750
	Iteration 42Q: 3 clusters Score -719969.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -719973.250000 Penalty: 4488.593750
	Iteration 43Q: 3 clusters Score -719973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -719977.937500 Penalty: 4488.593750
	Iteration 44Q: 3 clusters Score -719977.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -719980.000000 Penalty: 4488.593750
	Iteration 45Q: 3 clusters Score -719980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -719984.625000 Penalty: 4488.593750
	Iteration 46Q: 3 clusters Score -719984.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -719986.500000 Penalty: 4488.593750
	Iteration 47Q: 3 clusters Score -719986.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -719990.750000 Penalty: 4488.593750
	Iteration 48Q: 3 clusters Score -719990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -719994.250000 Penalty: 4488.593750
	Iteration 49Q: 3 clusters Score -719994.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -719997.750000 Penalty: 4488.593750
	Iteration 50Q: 3 clusters Score -719997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -720000.000000 Penalty: 4488.593750
	Iteration 51Q: 3 clusters Score -720000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -720003.750000 Penalty: 4488.593750
	Iteration 52Q: 3 clusters Score -720003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -720007.625000 Penalty: 4488.593750
	Iteration 53Q: 3 clusters Score -720007.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -720009.125000 Penalty: 4488.593750
	Iteration 54Q: 3 clusters Score -720009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -720013.125000 Penalty: 4488.593750
	Iteration 55Q: 3 clusters Score -720013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -720015.625000 Penalty: 4488.593750
	Iteration 56Q: 3 clusters Score -720015.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -720014.812500 Penalty: 4488.593750
	Iteration 57Q: 3 clusters Score -720014.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -720016.062500 Penalty: 4488.593750
	Iteration 58Q: 3 clusters Score -720016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -720018.187500 Penalty: 4488.593750
	Iteration 59Q: 3 clusters Score -720018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -720018.750000 Penalty: 4488.593750
	Iteration 60F: 3 clusters Score -720018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -720022.125000 Penalty: 4488.593750
	Iteration 61Q: 3 clusters Score -720022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -720021.125000 Penalty: 4488.593750
	Iteration 62Q: 3 clusters Score -720021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -720024.875000 Penalty: 4488.593750
	Iteration 63Q: 3 clusters Score -720024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -720025.187500 Penalty: 4488.593750
	Iteration 64Q: 3 clusters Score -720025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -720027.125000 Penalty: 4488.593750
	Iteration 65Q: 3 clusters Score -720027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -720028.187500 Penalty: 4488.593750
	Iteration 66Q: 3 clusters Score -720028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -720029.625000 Penalty: 4488.593750
	Iteration 67Q: 3 clusters Score -720029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -720033.625000 Penalty: 4488.593750
	Iteration 68Q: 3 clusters Score -720033.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -720034.562500 Penalty: 4488.593750
	Iteration 69Q: 3 clusters Score -720034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -720038.750000 Penalty: 4488.593750
	Iteration 70Q: 3 clusters Score -720038.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -720042.937500 Penalty: 4488.593750
	Iteration 71Q: 3 clusters Score -720042.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -720047.062500 Penalty: 4488.593750
	Iteration 72Q: 3 clusters Score -720047.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -720052.812500 Penalty: 4488.593750
	Iteration 73Q: 3 clusters Score -720052.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -720055.687500 Penalty: 4488.593750
	Iteration 74Q: 3 clusters Score -720055.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -720063.437500 Penalty: 4488.593750
	Iteration 75Q: 3 clusters Score -720063.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -720068.812500 Penalty: 4488.593750
	Iteration 76Q: 3 clusters Score -720068.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -720073.562500 Penalty: 4488.593750
	Iteration 77Q: 3 clusters Score -720073.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -720078.750000 Penalty: 4488.593750
	Iteration 78Q: 3 clusters Score -720078.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -720080.875000 Penalty: 4488.593750
	Iteration 79Q: 3 clusters Score -720080.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -720087.625000 Penalty: 4488.593750
	Iteration 80F: 3 clusters Score -720087.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -720088.687500 Penalty: 4488.593750
	Iteration 81Q: 3 clusters Score -720088.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -720091.500000 Penalty: 4488.593750
	Iteration 82Q: 3 clusters Score -720091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -720094.687500 Penalty: 4488.593750
	Iteration 83Q: 3 clusters Score -720094.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -720097.125000 Penalty: 4488.593750
	Iteration 84Q: 3 clusters Score -720097.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -720098.875000 Penalty: 4488.593750
	Iteration 85Q: 3 clusters Score -720098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -720099.437500 Penalty: 4488.593750
	Iteration 86Q: 3 clusters Score -720099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -720100.250000 Penalty: 4488.593750
	Iteration 87Q: 3 clusters Score -720100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -720101.125000 Penalty: 4488.593750
	Iteration 88Q: 3 clusters Score -720101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -720100.562500 Penalty: 4488.593750
	Iteration 89Q: 3 clusters Score -720100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -720102.125000 Penalty: 4488.593750
	Iteration 90Q: 3 clusters Score -720102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -720103.250000 Penalty: 4488.593750
	Iteration 91Q: 3 clusters Score -720103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -720104.250000 Penalty: 4488.593750
	Iteration 92Q: 3 clusters Score -720104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -720103.500000 Penalty: 4488.593750
	Iteration 93Q: 3 clusters Score -720103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -720103.500000 Penalty: 4488.593750
	Iteration 94F: 3 clusters Score -720103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (158918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158918 members 
Entering Unmasked Estep 
Score: -14227532.000000 Penalty: 2970.083740
	Iteration 0F: 2 clusters Score -1.422753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -14120911.000000 Penalty: 5940.167480
	Iteration 0F: 3 clusters Score -1.412091e+07 nChanged 76119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -14165509.000000 Penalty: 5940.167480
	Iteration 1F: 3 clusters Score -1.416551e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -14166616.000000 Penalty: 5940.167480
	Iteration 2Q: 3 clusters Score -1.416662e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -14168032.000000 Penalty: 5940.167480
	Iteration 3Q: 3 clusters Score -1.416803e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -14169713.000000 Penalty: 5940.167480
	Iteration 4Q: 3 clusters Score -1.416971e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -14171925.000000 Penalty: 5940.167480
	Iteration 5Q: 3 clusters Score -1.417192e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -14174873.000000 Penalty: 5940.167480
	Iteration 6Q: 3 clusters Score -1.417487e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -14178645.000000 Penalty: 5940.167480
	Iteration 7F: 3 clusters Score -1.417864e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -14183393.000000 Penalty: 5940.167480
	Iteration 8F: 3 clusters Score -1.418339e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 108058 members 
Entering Unmasked Estep 
Score: -14189421.000000 Penalty: 5940.167480
	Iteration 9F: 3 clusters Score -1.418942e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 115769 members 
Entering Unmasked Estep 
Score: -14196110.000000 Penalty: 5940.167480
	Iteration 10F: 3 clusters Score -1.419611e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -14202888.000000 Penalty: 5940.167480
	Iteration 11F: 3 clusters Score -1.420289e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 128667 members 
Entering Unmasked Estep 
Score: -14207917.000000 Penalty: 5940.167480
	Iteration 12Q: 3 clusters Score -1.420792e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 132973 members 
Entering Unmasked Estep 
Score: -14211083.000000 Penalty: 5940.167480
	Iteration 13Q: 3 clusters Score -1.421108e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -14213460.000000 Penalty: 5940.167480
	Iteration 14Q: 3 clusters Score -1.421346e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 139785 members 
Entering Unmasked Estep 
Score: -14215432.000000 Penalty: 5940.167480
	Iteration 15Q: 3 clusters Score -1.421543e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -14217131.000000 Penalty: 5940.167480
	Iteration 16Q: 3 clusters Score -1.421713e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -14218644.000000 Penalty: 5940.167480
	Iteration 17Q: 3 clusters Score -1.421864e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -14219852.000000 Penalty: 5940.167480
	Iteration 18Q: 3 clusters Score -1.421985e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 149133 members 
Entering Unmasked Estep 
Score: -14220883.000000 Penalty: 5940.167480
	Iteration 19Q: 3 clusters Score -1.422088e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 150613 members 
Entering Unmasked Estep 
Score: -14221806.000000 Penalty: 5940.167480
	Iteration 20F: 3 clusters Score -1.422181e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -14222422.000000 Penalty: 5940.167480
	Iteration 21Q: 3 clusters Score -1.422242e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 152722 members 
Entering Unmasked Estep 
Score: -14222932.000000 Penalty: 5940.167480
	Iteration 22Q: 3 clusters Score -1.422293e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 153481 members 
Entering Unmasked Estep 
Score: -14223316.000000 Penalty: 5940.167480
	Iteration 23Q: 3 clusters Score -1.422332e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 154114 members 
Entering Unmasked Estep 
Score: -14223577.000000 Penalty: 5940.167480
	Iteration 24Q: 3 clusters Score -1.422358e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -14223788.000000 Penalty: 5940.167480
	Iteration 25Q: 3 clusters Score -1.422379e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -14223983.000000 Penalty: 5940.167480
	Iteration 26Q: 3 clusters Score -1.422398e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -14224151.000000 Penalty: 5940.167480
	Iteration 27Q: 3 clusters Score -1.422415e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -14224294.000000 Penalty: 5940.167480
	Iteration 28Q: 3 clusters Score -1.422429e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -14224389.000000 Penalty: 5940.167480
	Iteration 29Q: 3 clusters Score -1.422439e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -14224481.000000 Penalty: 5940.167480
	Iteration 30Q: 3 clusters Score -1.422448e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 156516 members 
Entering Unmasked Estep 
Score: -14224556.000000 Penalty: 5940.167480
	Iteration 31Q: 3 clusters Score -1.422456e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -14224637.000000 Penalty: 5940.167480
	Iteration 32Q: 3 clusters Score -1.422464e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -14224718.000000 Penalty: 5940.167480
	Iteration 33Q: 3 clusters Score -1.422472e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -14224763.000000 Penalty: 5940.167480
	Iteration 34Q: 3 clusters Score -1.422476e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -14224796.000000 Penalty: 5940.167480
	Iteration 35Q: 3 clusters Score -1.42248e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 157133 members 
Entering Unmasked Estep 
Score: -14224795.000000 Penalty: 5940.167480
	Iteration 36Q: 3 clusters Score -1.42248e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 157212 members 
Entering Unmasked Estep 
Score: -14224854.000000 Penalty: 5940.167480
	Iteration 37Q: 3 clusters Score -1.422485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -14224908.000000 Penalty: 5940.167480
	Iteration 38Q: 3 clusters Score -1.422491e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 157307 members 
Entering Unmasked Estep 
Score: -14224897.000000 Penalty: 5940.167480
	Iteration 39Q: 3 clusters Score -1.42249e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 157337 members 
Entering Unmasked Estep 
Score: -14224910.000000 Penalty: 5940.167480
	Iteration 40F: 3 clusters Score -1.422491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -14224913.000000 Penalty: 5940.167480
	Iteration 41Q: 3 clusters Score -1.422491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 157401 members 
Entering Unmasked Estep 
Score: -14224925.000000 Penalty: 5940.167480
	Iteration 42Q: 3 clusters Score -1.422492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 157427 members 
Entering Unmasked Estep 
Score: -14224947.000000 Penalty: 5940.167480
	Iteration 43Q: 3 clusters Score -1.422495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 157443 members 
Entering Unmasked Estep 
Score: -14224928.000000 Penalty: 5940.167480
	Iteration 44Q: 3 clusters Score -1.422493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 157450 members 
Entering Unmasked Estep 
Score: -14224910.000000 Penalty: 5940.167480
	Iteration 45Q: 3 clusters Score -1.422491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -14224918.000000 Penalty: 5940.167480
	Iteration 46Q: 3 clusters Score -1.422492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 157474 members 
Entering Unmasked Estep 
Score: -14224922.000000 Penalty: 5940.167480
	Iteration 47Q: 3 clusters Score -1.422492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -14224952.000000 Penalty: 5940.167480
	Iteration 48Q: 3 clusters Score -1.422495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -14224946.000000 Penalty: 5940.167480
	Iteration 49Q: 3 clusters Score -1.422495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 157503 members 
Entering Unmasked Estep 
Score: -14224941.000000 Penalty: 5940.167480
	Iteration 50Q: 3 clusters Score -1.422494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 157511 members 
Entering Unmasked Estep 
Score: -14224952.000000 Penalty: 5940.167480
	Iteration 51Q: 3 clusters Score -1.422495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 157517 members 
Entering Unmasked Estep 
Score: -14224964.000000 Penalty: 5940.167480
	Iteration 52Q: 3 clusters Score -1.422496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -14224964.000000 Penalty: 5940.167480
	Iteration 53Q: 3 clusters Score -1.422496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 157530 members 
Entering Unmasked Estep 
Score: -14224946.000000 Penalty: 5940.167480
	Iteration 54Q: 3 clusters Score -1.422495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -14224956.000000 Penalty: 5940.167480
	Iteration 55Q: 3 clusters Score -1.422496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 157539 members 
Entering Unmasked Estep 
Score: -14224956.000000 Penalty: 5940.167480
	Iteration 56Q: 3 clusters Score -1.422496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -14224962.000000 Penalty: 5940.167480
	Iteration 57Q: 3 clusters Score -1.422496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 157544 members 
Entering Unmasked Estep 
Score: -14224948.000000 Penalty: 5940.167480
	Iteration 58Q: 3 clusters Score -1.422495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -14224945.000000 Penalty: 5940.167480
	Iteration 59Q: 3 clusters Score -1.422494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -14224955.000000 Penalty: 5940.167480
	Iteration 60F: 3 clusters Score -1.422496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -14224969.000000 Penalty: 5940.167480
	Iteration 61Q: 3 clusters Score -1.422497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 157558 members 
Entering Unmasked Estep 
Score: -14224958.000000 Penalty: 5940.167480
	Iteration 62Q: 3 clusters Score -1.422496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 157563 members 
Entering Unmasked Estep 
Score: -14224958.000000 Penalty: 5940.167480
	Iteration 63Q: 3 clusters Score -1.422496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 157569 members 
Entering Unmasked Estep 
Score: -14224984.000000 Penalty: 5940.167480
	Iteration 64Q: 3 clusters Score -1.422498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 157576 members 
Entering Unmasked Estep 
Score: -14224979.000000 Penalty: 5940.167480
	Iteration 65Q: 3 clusters Score -1.422498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 157582 members 
Entering Unmasked Estep 
Score: -14224979.000000 Penalty: 5940.167480
	Iteration 66Q: 3 clusters Score -1.422498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 157588 members 
Entering Unmasked Estep 
Score: -14224978.000000 Penalty: 5940.167480
	Iteration 67Q: 3 clusters Score -1.422498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -14224972.000000 Penalty: 5940.167480
	Iteration 68Q: 3 clusters Score -1.422497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 157595 members 
Entering Unmasked Estep 
Score: -14224963.000000 Penalty: 5940.167480
	Iteration 69Q: 3 clusters Score -1.422496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 157597 members 
Entering Unmasked Estep 
Score: -14224982.000000 Penalty: 5940.167480
	Iteration 70Q: 3 clusters Score -1.422498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 157599 members 
Entering Unmasked Estep 
Score: -14224996.000000 Penalty: 5940.167480
	Iteration 71Q: 3 clusters Score -1.4225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 157602 members 
Entering Unmasked Estep 
Score: -14224990.000000 Penalty: 5940.167480
	Iteration 72Q: 3 clusters Score -1.422499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -14224984.000000 Penalty: 5940.167480
	Iteration 73Q: 3 clusters Score -1.422498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -14224981.000000 Penalty: 5940.167480
	Iteration 74Q: 3 clusters Score -1.422498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -14224977.000000 Penalty: 5940.167480
	Iteration 75Q: 3 clusters Score -1.422498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 157612 members 
Entering Unmasked Estep 
Score: -14224982.000000 Penalty: 5940.167480
	Iteration 76Q: 3 clusters Score -1.422498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 157614 members 
Entering Unmasked Estep 
Score: -14224979.000000 Penalty: 5940.167480
	Iteration 77Q: 3 clusters Score -1.422498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 157615 members 
Entering Unmasked Estep 
Score: -14224988.000000 Penalty: 5940.167480
	Iteration 78Q: 3 clusters Score -1.422499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 157617 members 
Entering Unmasked Estep 
Score: -14224975.000000 Penalty: 5940.167480
	Iteration 79Q: 3 clusters Score -1.422498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 157619 members 
Entering Unmasked Estep 
Score: -14224975.000000 Penalty: 5940.167480
	Iteration 80F: 3 clusters Score -1.422498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 157621 members 
Entering Unmasked Estep 
Score: -14224967.000000 Penalty: 5940.167480
	Iteration 81Q: 3 clusters Score -1.422497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 157624 members 
Entering Unmasked Estep 
Score: -14224960.000000 Penalty: 5940.167480
	Iteration 82Q: 3 clusters Score -1.422496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 157627 members 
Entering Unmasked Estep 
Score: -14224963.000000 Penalty: 5940.167480
	Iteration 83Q: 3 clusters Score -1.422496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -14224964.000000 Penalty: 5940.167480
	Iteration 84Q: 3 clusters Score -1.422496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -14224951.000000 Penalty: 5940.167480
	Iteration 85Q: 3 clusters Score -1.422495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -14224968.000000 Penalty: 5940.167480
	Iteration 86Q: 3 clusters Score -1.422497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 157632 members 
Entering Unmasked Estep 
Score: -14224968.000000 Penalty: 5940.167480
	Iteration 87Q: 3 clusters Score -1.422497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -14224968.000000 Penalty: 5940.167480
	Iteration 88Q: 3 clusters Score -1.422497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -14224968.000000 Penalty: 5940.167480
	Iteration 89F: 3 clusters Score -1.422497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Entering Unmasked Estep 
Score: -1338007.875000 Penalty: 2376.329346
	Iteration 0F: 2 clusters Score -1338008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1327468.375000 Penalty: 4752.658691
	Iteration 0F: 3 clusters Score -1327468 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1330702.750000 Penalty: 4752.658691
	Iteration 1F: 3 clusters Score -1330703 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1331040.375000 Penalty: 4752.658691
	Iteration 2F: 3 clusters Score -1331040 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1331296.000000 Penalty: 4752.658691
	Iteration 3Q: 3 clusters Score -1331296 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1331517.125000 Penalty: 4752.658691
	Iteration 4Q: 3 clusters Score -1331517 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1331725.500000 Penalty: 4752.658691
	Iteration 5Q: 3 clusters Score -1331726 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1331911.875000 Penalty: 4752.658691
	Iteration 6Q: 3 clusters Score -1331912 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1332089.750000 Penalty: 4752.658691
	Iteration 7Q: 3 clusters Score -1332090 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1332321.250000 Penalty: 4752.658691
	Iteration 8Q: 3 clusters Score -1332321 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1332576.750000 Penalty: 4752.658691
	Iteration 9Q: 3 clusters Score -1332577 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1332859.000000 Penalty: 4752.658691
	Iteration 10Q: 3 clusters Score -1332859 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1333140.250000 Penalty: 4752.658691
	Iteration 11Q: 3 clusters Score -1333140 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1333452.250000 Penalty: 4752.658691
	Iteration 12Q: 3 clusters Score -1333452 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1333742.750000 Penalty: 4752.658691
	Iteration 13Q: 3 clusters Score -1333743 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1333986.750000 Penalty: 4752.658691
	Iteration 14Q: 3 clusters Score -1333987 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1334164.250000 Penalty: 4752.658691
	Iteration 15Q: 3 clusters Score -1334164 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1334278.250000 Penalty: 4752.658691
	Iteration 16Q: 3 clusters Score -1334278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1334340.625000 Penalty: 4752.658691
	Iteration 17Q: 3 clusters Score -1334341 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1334398.000000 Penalty: 4752.658691
	Iteration 18Q: 3 clusters Score -1334398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1334444.375000 Penalty: 4752.658691
	Iteration 19Q: 3 clusters Score -1334444 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1334478.875000 Penalty: 4752.658691
	Iteration 20F: 3 clusters Score -1334479 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1334526.125000 Penalty: 4752.658691
	Iteration 21Q: 3 clusters Score -1334526 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1334567.625000 Penalty: 4752.658691
	Iteration 22Q: 3 clusters Score -1334568 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1334601.000000 Penalty: 4752.658691
	Iteration 23Q: 3 clusters Score -1334601 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1334629.250000 Penalty: 4752.658691
	Iteration 24Q: 3 clusters Score -1334629 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1334662.375000 Penalty: 4752.658691
	Iteration 25Q: 3 clusters Score -1334662 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1334691.375000 Penalty: 4752.658691
	Iteration 26Q: 3 clusters Score -1334691 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1334716.375000 Penalty: 4752.658691
	Iteration 27Q: 3 clusters Score -1334716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1334746.875000 Penalty: 4752.658691
	Iteration 28Q: 3 clusters Score -1334747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1334783.750000 Penalty: 4752.658691
	Iteration 29Q: 3 clusters Score -1334784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1334819.625000 Penalty: 4752.658691
	Iteration 30Q: 3 clusters Score -1334820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1334856.000000 Penalty: 4752.658691
	Iteration 31Q: 3 clusters Score -1334856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1334899.875000 Penalty: 4752.658691
	Iteration 32Q: 3 clusters Score -1334900 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1334944.125000 Penalty: 4752.658691
	Iteration 33Q: 3 clusters Score -1334944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1334984.625000 Penalty: 4752.658691
	Iteration 34Q: 3 clusters Score -1334985 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1335030.000000 Penalty: 4752.658691
	Iteration 35Q: 3 clusters Score -1335030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1335069.750000 Penalty: 4752.658691
	Iteration 36Q: 3 clusters Score -1335070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1335106.000000 Penalty: 4752.658691
	Iteration 37Q: 3 clusters Score -1335106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1335149.125000 Penalty: 4752.658691
	Iteration 38Q: 3 clusters Score -1335149 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1335191.750000 Penalty: 4752.658691
	Iteration 39Q: 3 clusters Score -1335192 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1335231.750000 Penalty: 4752.658691
	Iteration 40F: 3 clusters Score -1335232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1335277.375000 Penalty: 4752.658691
	Iteration 41Q: 3 clusters Score -1335277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1335320.125000 Penalty: 4752.658691
	Iteration 42Q: 3 clusters Score -1335320 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1335368.375000 Penalty: 4752.658691
	Iteration 43Q: 3 clusters Score -1335368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1335411.375000 Penalty: 4752.658691
	Iteration 44Q: 3 clusters Score -1335411 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1335445.625000 Penalty: 4752.658691
	Iteration 45Q: 3 clusters Score -1335446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1335492.875000 Penalty: 4752.658691
	Iteration 46Q: 3 clusters Score -1335493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1335523.625000 Penalty: 4752.658691
	Iteration 47Q: 3 clusters Score -1335524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1335555.500000 Penalty: 4752.658691
	Iteration 48Q: 3 clusters Score -1335556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1335598.625000 Penalty: 4752.658691
	Iteration 49Q: 3 clusters Score -1335599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1335630.875000 Penalty: 4752.658691
	Iteration 50Q: 3 clusters Score -1335631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1335663.375000 Penalty: 4752.658691
	Iteration 51Q: 3 clusters Score -1335663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1335689.375000 Penalty: 4752.658691
	Iteration 52Q: 3 clusters Score -1335689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1335718.125000 Penalty: 4752.658691
	Iteration 53Q: 3 clusters Score -1335718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1335746.125000 Penalty: 4752.658691
	Iteration 54Q: 3 clusters Score -1335746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1335771.250000 Penalty: 4752.658691
	Iteration 55Q: 3 clusters Score -1335771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1335794.625000 Penalty: 4752.658691
	Iteration 56Q: 3 clusters Score -1335795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1335813.625000 Penalty: 4752.658691
	Iteration 57Q: 3 clusters Score -1335814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1335827.125000 Penalty: 4752.658691
	Iteration 58Q: 3 clusters Score -1335827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1335838.250000 Penalty: 4752.658691
	Iteration 59Q: 3 clusters Score -1335838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1335846.000000 Penalty: 4752.658691
	Iteration 60F: 3 clusters Score -1335846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1335855.750000 Penalty: 4752.658691
	Iteration 61Q: 3 clusters Score -1335856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1335862.125000 Penalty: 4752.658691
	Iteration 62Q: 3 clusters Score -1335862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1335871.375000 Penalty: 4752.658691
	Iteration 63Q: 3 clusters Score -1335871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1335879.500000 Penalty: 4752.658691
	Iteration 64Q: 3 clusters Score -1335880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1335885.250000 Penalty: 4752.658691
	Iteration 65Q: 3 clusters Score -1335885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1335891.500000 Penalty: 4752.658691
	Iteration 66Q: 3 clusters Score -1335892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1335900.125000 Penalty: 4752.658691
	Iteration 67Q: 3 clusters Score -1335900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1335906.500000 Penalty: 4752.658691
	Iteration 68Q: 3 clusters Score -1335906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1335907.375000 Penalty: 4752.658691
	Iteration 69Q: 3 clusters Score -1335907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1335909.750000 Penalty: 4752.658691
	Iteration 70Q: 3 clusters Score -1335910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1335909.750000 Penalty: 4752.658691
	Iteration 71Q: 3 clusters Score -1335910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1335912.125000 Penalty: 4752.658691
	Iteration 72Q: 3 clusters Score -1335912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1335912.500000 Penalty: 4752.658691
	Iteration 73Q: 3 clusters Score -1335912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1335916.250000 Penalty: 4752.658691
	Iteration 74Q: 3 clusters Score -1335916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1335917.625000 Penalty: 4752.658691
	Iteration 75Q: 3 clusters Score -1335918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1335920.625000 Penalty: 4752.658691
	Iteration 76Q: 3 clusters Score -1335921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1335933.000000 Penalty: 4752.658691
	Iteration 77Q: 3 clusters Score -1335933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1335939.000000 Penalty: 4752.658691
	Iteration 78Q: 3 clusters Score -1335939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1335939.125000 Penalty: 4752.658691
	Iteration 79Q: 3 clusters Score -1335939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1335940.625000 Penalty: 4752.658691
	Iteration 80F: 3 clusters Score -1335941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1335940.875000 Penalty: 4752.658691
	Iteration 81Q: 3 clusters Score -1335941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1335944.125000 Penalty: 4752.658691
	Iteration 82Q: 3 clusters Score -1335944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1335946.125000 Penalty: 4752.658691
	Iteration 83Q: 3 clusters Score -1335946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1335945.875000 Penalty: 4752.658691
	Iteration 84Q: 3 clusters Score -1335946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1335951.375000 Penalty: 4752.658691
	Iteration 85Q: 3 clusters Score -1335951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1335954.750000 Penalty: 4752.658691
	Iteration 86Q: 3 clusters Score -1335955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1335954.750000 Penalty: 4752.658691
	Iteration 87F: 3 clusters Score -1335955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -141387.031250 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -141387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -139014.593750 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -139014.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -139538.484375 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -139538.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -139818.546875 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -139818.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -140085.921875 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -140085.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -140408.125000 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -140408.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140706.359375 Penalty: 3691.766846
	Iteration 5F: 3 clusters Score -140706.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -141077.171875 Penalty: 3691.766846
	Iteration 6F: 3 clusters Score -141077.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -141517.406250 Penalty: 3691.766846
	Iteration 7F: 3 clusters Score -141517.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -141665.328125 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -141665.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -141729.062500 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -141729.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -141754.484375 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -141754.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -141770.843750 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -141770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -141781.343750 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -141781.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141784.890625 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -141784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141786.406250 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -141786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141786.406250 Penalty: 3691.766846
	Iteration 15F: 3 clusters Score -141786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254389 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 801 members 
Entering Unmasked Estep 
Score: -93630360.000000 Penalty: 92847.609375
Splitting cluster 10 changes total score from -93631760.000000 to -93630360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (9332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Entering Unmasked Estep 
Score: -796025.375000 Penalty: 2267.018799
	Iteration 0F: 2 clusters Score -796025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -788690.562500 Penalty: 4534.037598
	Iteration 0F: 3 clusters Score -788690.6 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -790836.250000 Penalty: 4534.037598
	Iteration 1F: 3 clusters Score -790836.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -791242.312500 Penalty: 4534.037598
	Iteration 2F: 3 clusters Score -791242.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -791567.000000 Penalty: 4534.037598
	Iteration 3F: 3 clusters Score -791567 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -791878.750000 Penalty: 4534.037598
	Iteration 4F: 3 clusters Score -791878.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -792152.750000 Penalty: 4534.037598
	Iteration 5Q: 3 clusters Score -792152.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -792418.062500 Penalty: 4534.037598
	Iteration 6Q: 3 clusters Score -792418.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -792681.750000 Penalty: 4534.037598
	Iteration 7Q: 3 clusters Score -792681.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -792948.750000 Penalty: 4534.037598
	Iteration 8Q: 3 clusters Score -792948.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -793165.500000 Penalty: 4534.037598
	Iteration 9Q: 3 clusters Score -793165.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -793328.562500 Penalty: 4534.037598
	Iteration 10Q: 3 clusters Score -793328.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -793478.062500 Penalty: 4534.037598
	Iteration 11Q: 3 clusters Score -793478.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -793614.125000 Penalty: 4534.037598
	Iteration 12Q: 3 clusters Score -793614.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -793735.625000 Penalty: 4534.037598
	Iteration 13Q: 3 clusters Score -793735.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -793832.437500 Penalty: 4534.037598
	Iteration 14Q: 3 clusters Score -793832.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -793912.562500 Penalty: 4534.037598
	Iteration 15Q: 3 clusters Score -793912.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -793971.937500 Penalty: 4534.037598
	Iteration 16Q: 3 clusters Score -793971.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -794001.437500 Penalty: 4534.037598
	Iteration 17Q: 3 clusters Score -794001.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -794026.375000 Penalty: 4534.037598
	Iteration 18Q: 3 clusters Score -794026.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -794044.062500 Penalty: 4534.037598
	Iteration 19Q: 3 clusters Score -794044.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -794059.000000 Penalty: 4534.037598
	Iteration 20F: 3 clusters Score -794059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -794070.875000 Penalty: 4534.037598
	Iteration 21Q: 3 clusters Score -794070.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -794084.000000 Penalty: 4534.037598
	Iteration 22Q: 3 clusters Score -794084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -794087.437500 Penalty: 4534.037598
	Iteration 23Q: 3 clusters Score -794087.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -794094.625000 Penalty: 4534.037598
	Iteration 24Q: 3 clusters Score -794094.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -794100.312500 Penalty: 4534.037598
	Iteration 25Q: 3 clusters Score -794100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -794100.750000 Penalty: 4534.037598
	Iteration 26Q: 3 clusters Score -794100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -794100.750000 Penalty: 4534.037598
	Iteration 27F: 3 clusters Score -794100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Entering Unmasked Estep 
Score: -881450.875000 Penalty: 2271.678467
	Iteration 0F: 2 clusters Score -881450.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -874152.875000 Penalty: 4543.356934
	Iteration 0F: 3 clusters Score -874152.9 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -876135.500000 Penalty: 4543.356934
	Iteration 1F: 3 clusters Score -876135.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -876423.000000 Penalty: 4543.356934
	Iteration 2F: 3 clusters Score -876423 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -876618.812500 Penalty: 4543.356934
	Iteration 3F: 3 clusters Score -876618.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -876754.812500 Penalty: 4543.356934
	Iteration 4Q: 3 clusters Score -876754.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -876873.625000 Penalty: 4543.356934
	Iteration 5Q: 3 clusters Score -876873.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -876988.937500 Penalty: 4543.356934
	Iteration 6Q: 3 clusters Score -876988.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -877095.937500 Penalty: 4543.356934
	Iteration 7Q: 3 clusters Score -877095.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -877216.500000 Penalty: 4543.356934
	Iteration 8Q: 3 clusters Score -877216.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -877384.125000 Penalty: 4543.356934
	Iteration 9Q: 3 clusters Score -877384.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -877593.000000 Penalty: 4543.356934
	Iteration 10Q: 3 clusters Score -877593 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -877815.437500 Penalty: 4543.356934
	Iteration 11Q: 3 clusters Score -877815.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -878073.687500 Penalty: 4543.356934
	Iteration 12Q: 3 clusters Score -878073.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -878376.312500 Penalty: 4543.356934
	Iteration 13Q: 3 clusters Score -878376.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -878645.875000 Penalty: 4543.356934
	Iteration 14Q: 3 clusters Score -878645.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -878839.875000 Penalty: 4543.356934
	Iteration 15Q: 3 clusters Score -878839.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -879010.437500 Penalty: 4543.356934
	Iteration 16Q: 3 clusters Score -879010.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -879118.000000 Penalty: 4543.356934
	Iteration 17Q: 3 clusters Score -879118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -879201.625000 Penalty: 4543.356934
	Iteration 18Q: 3 clusters Score -879201.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -879255.625000 Penalty: 4543.356934
	Iteration 19Q: 3 clusters Score -879255.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -879287.875000 Penalty: 4543.356934
	Iteration 20F: 3 clusters Score -879287.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -879309.437500 Penalty: 4543.356934
	Iteration 21Q: 3 clusters Score -879309.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -879324.125000 Penalty: 4543.356934
	Iteration 22Q: 3 clusters Score -879324.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -879341.625000 Penalty: 4543.356934
	Iteration 23Q: 3 clusters Score -879341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -879358.500000 Penalty: 4543.356934
	Iteration 24Q: 3 clusters Score -879358.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -879378.125000 Penalty: 4543.356934
	Iteration 25Q: 3 clusters Score -879378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -879389.812500 Penalty: 4543.356934
	Iteration 26Q: 3 clusters Score -879389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -879403.000000 Penalty: 4543.356934
	Iteration 27Q: 3 clusters Score -879403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -879416.312500 Penalty: 4543.356934
	Iteration 28Q: 3 clusters Score -879416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -879428.062500 Penalty: 4543.356934
	Iteration 29Q: 3 clusters Score -879428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -879440.687500 Penalty: 4543.356934
	Iteration 30Q: 3 clusters Score -879440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -879446.562500 Penalty: 4543.356934
	Iteration 31Q: 3 clusters Score -879446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -879452.062500 Penalty: 4543.356934
	Iteration 32Q: 3 clusters Score -879452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -879454.500000 Penalty: 4543.356934
	Iteration 33Q: 3 clusters Score -879454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -879456.875000 Penalty: 4543.356934
	Iteration 34Q: 3 clusters Score -879456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -879458.375000 Penalty: 4543.356934
	Iteration 35Q: 3 clusters Score -879458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -879458.375000 Penalty: 4543.356934
	Iteration 36F: 3 clusters Score -879458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -158009.281250 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -158009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -155449.671875 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -155449.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -155993.046875 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -155993 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -156227.078125 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -156227.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -156541.406250 Penalty: 3753.659912
	Iteration 3F: 3 clusters Score -156541.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -156875.671875 Penalty: 3753.659912
	Iteration 4F: 3 clusters Score -156875.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -157224.562500 Penalty: 3753.659912
	Iteration 5F: 3 clusters Score -157224.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -157493.312500 Penalty: 3753.659912
	Iteration 6F: 3 clusters Score -157493.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -157693.296875 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -157693.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -157919.078125 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -157919.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158087.750000 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -158087.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -158209.312500 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -158209.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158251.703125 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -158251.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158270.640625 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -158270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158280.687500 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -158280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158284.453125 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -158284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -158288.000000 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -158288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158291.062500 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -158291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158291.062500 Penalty: 3753.659912
	Iteration 17F: 3 clusters Score -158291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254389 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 723 members 
Entering Unmasked Estep 
Score: -93630664.000000 Penalty: 92847.609375
Splitting cluster 13 changes total score from -93631760.000000 to -93630664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -420444.218750 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -420444.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -416038.031250 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -416038 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -417096.656250 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -417096.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -417288.250000 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -417288.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -417420.781250 Penalty: 4204.899414
	Iteration 3Q: 3 clusters Score -417420.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -417515.625000 Penalty: 4204.899414
	Iteration 4Q: 3 clusters Score -417515.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -417597.750000 Penalty: 4204.899414
	Iteration 5Q: 3 clusters Score -417597.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -417671.625000 Penalty: 4204.899414
	Iteration 6Q: 3 clusters Score -417671.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -417734.218750 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -417734.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -417774.531250 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -417774.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -417809.875000 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -417809.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -417839.843750 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -417839.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -417867.437500 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -417867.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -417897.343750 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -417897.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -417927.500000 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -417927.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -417958.750000 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -417958.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -417988.156250 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -417988.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -418018.437500 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -418018.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -418053.281250 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -418053.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -418084.281250 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -418084.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -418115.000000 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -418115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -418141.656250 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -418141.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -418166.750000 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -418166.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -418191.656250 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -418191.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -418223.343750 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -418223.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -418250.843750 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -418250.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -418275.343750 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -418275.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -418300.812500 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -418300.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -418327.562500 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -418327.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -418347.968750 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -418348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -418365.687500 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -418365.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -418378.593750 Penalty: 4204.899414
	Iteration 30Q: 3 clusters Score -418378.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -418396.093750 Penalty: 4204.899414
	Iteration 31Q: 3 clusters Score -418396.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -418420.625000 Penalty: 4204.899414
	Iteration 32Q: 3 clusters Score -418420.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -418437.625000 Penalty: 4204.899414
	Iteration 33Q: 3 clusters Score -418437.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -418455.625000 Penalty: 4204.899414
	Iteration 34Q: 3 clusters Score -418455.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -418475.375000 Penalty: 4204.899414
	Iteration 35Q: 3 clusters Score -418475.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -418486.500000 Penalty: 4204.899414
	Iteration 36Q: 3 clusters Score -418486.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -418499.125000 Penalty: 4204.899414
	Iteration 37Q: 3 clusters Score -418499.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -418510.500000 Penalty: 4204.899414
	Iteration 38Q: 3 clusters Score -418510.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -418521.593750 Penalty: 4204.899414
	Iteration 39Q: 3 clusters Score -418521.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -418530.250000 Penalty: 4204.899414
	Iteration 40F: 3 clusters Score -418530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -418537.625000 Penalty: 4204.899414
	Iteration 41Q: 3 clusters Score -418537.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -418547.281250 Penalty: 4204.899414
	Iteration 42Q: 3 clusters Score -418547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -418552.500000 Penalty: 4204.899414
	Iteration 43Q: 3 clusters Score -418552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -418555.593750 Penalty: 4204.899414
	Iteration 44Q: 3 clusters Score -418555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -418557.625000 Penalty: 4204.899414
	Iteration 45Q: 3 clusters Score -418557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -418561.843750 Penalty: 4204.899414
	Iteration 46Q: 3 clusters Score -418561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -418566.656250 Penalty: 4204.899414
	Iteration 47Q: 3 clusters Score -418566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -418570.593750 Penalty: 4204.899414
	Iteration 48Q: 3 clusters Score -418570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -418576.156250 Penalty: 4204.899414
	Iteration 49Q: 3 clusters Score -418576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -418580.437500 Penalty: 4204.899414
	Iteration 50Q: 3 clusters Score -418580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -418584.656250 Penalty: 4204.899414
	Iteration 51Q: 3 clusters Score -418584.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -418590.437500 Penalty: 4204.899414
	Iteration 52Q: 3 clusters Score -418590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -418592.500000 Penalty: 4204.899414
	Iteration 53Q: 3 clusters Score -418592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -418594.656250 Penalty: 4204.899414
	Iteration 54Q: 3 clusters Score -418594.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -418596.218750 Penalty: 4204.899414
	Iteration 55Q: 3 clusters Score -418596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -418597.656250 Penalty: 4204.899414
	Iteration 56Q: 3 clusters Score -418597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -418598.125000 Penalty: 4204.899414
	Iteration 57Q: 3 clusters Score -418598.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -418600.781250 Penalty: 4204.899414
	Iteration 58Q: 3 clusters Score -418600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -418601.031250 Penalty: 4204.899414
	Iteration 59Q: 3 clusters Score -418601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -418601.375000 Penalty: 4204.899414
	Iteration 60F: 3 clusters Score -418601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -341914.062500 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -341914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -338074.906250 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -338074.9 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -338943.718750 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -338943.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -339132.937500 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -339132.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -339230.093750 Penalty: 4105.722168
	Iteration 3Q: 3 clusters Score -339230.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -339282.468750 Penalty: 4105.722168
	Iteration 4Q: 3 clusters Score -339282.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -339318.968750 Penalty: 4105.722168
	Iteration 5Q: 3 clusters Score -339319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -339341.968750 Penalty: 4105.722168
	Iteration 6Q: 3 clusters Score -339342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -339364.937500 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -339364.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -339388.187500 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -339388.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -339406.218750 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -339406.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -339414.656250 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -339414.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -339421.343750 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -339421.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -339426.187500 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -339426.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -339431.750000 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -339431.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -339435.031250 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -339435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -339437.062500 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -339437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -339438.718750 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -339438.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -339441.875000 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -339441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -339442.812500 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -339442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -339443.937500 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -339443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -339444.218750 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -339444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -339446.812500 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -339446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -339449.031250 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -339449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -339450.500000 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -339450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -339451.281250 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -339451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -339452.687500 Penalty: 4105.722168
	Iteration 25Q: 3 clusters Score -339452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -339454.593750 Penalty: 4105.722168
	Iteration 26Q: 3 clusters Score -339454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -339455.031250 Penalty: 4105.722168
	Iteration 27Q: 3 clusters Score -339455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -339455.312500 Penalty: 4105.722168
	Iteration 28Q: 3 clusters Score -339455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -339455.468750 Penalty: 4105.722168
	Iteration 29Q: 3 clusters Score -339455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -339455.468750 Penalty: 4105.722168
	Iteration 30F: 3 clusters Score -339455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Entering Unmasked Estep 
Score: -2372328.250000 Penalty: 2527.979736
	Iteration 0F: 2 clusters Score -2372328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2353999.500000 Penalty: 5055.959473
	Iteration 0F: 3 clusters Score -2354000 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2360599.750000 Penalty: 5055.959473
	Iteration 1F: 3 clusters Score -2360600 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2361213.750000 Penalty: 5055.959473
	Iteration 2F: 3 clusters Score -2361214 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2361846.000000 Penalty: 5055.959473
	Iteration 3F: 3 clusters Score -2361846 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2362506.250000 Penalty: 5055.959473
	Iteration 4F: 3 clusters Score -2362506 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2363250.250000 Penalty: 5055.959473
	Iteration 5F: 3 clusters Score -2363250 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2364023.000000 Penalty: 5055.959473
	Iteration 6F: 3 clusters Score -2364023 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2364691.750000 Penalty: 5055.959473
	Iteration 7Q: 3 clusters Score -2364692 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2365314.500000 Penalty: 5055.959473
	Iteration 8Q: 3 clusters Score -2365314 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2365826.000000 Penalty: 5055.959473
	Iteration 9Q: 3 clusters Score -2365826 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2366293.500000 Penalty: 5055.959473
	Iteration 10Q: 3 clusters Score -2366294 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2366680.500000 Penalty: 5055.959473
	Iteration 11Q: 3 clusters Score -2366680 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2367010.250000 Penalty: 5055.959473
	Iteration 12Q: 3 clusters Score -2367010 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2367219.750000 Penalty: 5055.959473
	Iteration 13Q: 3 clusters Score -2367220 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2367387.500000 Penalty: 5055.959473
	Iteration 14Q: 3 clusters Score -2367388 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2367502.500000 Penalty: 5055.959473
	Iteration 15Q: 3 clusters Score -2367502 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2367601.500000 Penalty: 5055.959473
	Iteration 16Q: 3 clusters Score -2367602 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2367683.750000 Penalty: 5055.959473
	Iteration 17Q: 3 clusters Score -2367684 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2367764.000000 Penalty: 5055.959473
	Iteration 18Q: 3 clusters Score -2367764 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2367847.000000 Penalty: 5055.959473
	Iteration 19Q: 3 clusters Score -2367847 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2367933.000000 Penalty: 5055.959473
	Iteration 20F: 3 clusters Score -2367933 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2368026.250000 Penalty: 5055.959473
	Iteration 21Q: 3 clusters Score -2368026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2368131.250000 Penalty: 5055.959473
	Iteration 22Q: 3 clusters Score -2368131 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2368246.500000 Penalty: 5055.959473
	Iteration 23Q: 3 clusters Score -2368246 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2368356.500000 Penalty: 5055.959473
	Iteration 24Q: 3 clusters Score -2368356 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2368475.500000 Penalty: 5055.959473
	Iteration 25Q: 3 clusters Score -2368476 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2368602.250000 Penalty: 5055.959473
	Iteration 26Q: 3 clusters Score -2368602 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2368747.750000 Penalty: 5055.959473
	Iteration 27Q: 3 clusters Score -2368748 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2368883.500000 Penalty: 5055.959473
	Iteration 28Q: 3 clusters Score -2368884 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2369010.500000 Penalty: 5055.959473
	Iteration 29Q: 3 clusters Score -2369010 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2369136.000000 Penalty: 5055.959473
	Iteration 30Q: 3 clusters Score -2369136 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2369246.500000 Penalty: 5055.959473
	Iteration 31Q: 3 clusters Score -2369246 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2369354.500000 Penalty: 5055.959473
	Iteration 32Q: 3 clusters Score -2369354 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2369481.500000 Penalty: 5055.959473
	Iteration 33Q: 3 clusters Score -2369482 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2369588.750000 Penalty: 5055.959473
	Iteration 34Q: 3 clusters Score -2369589 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2369698.500000 Penalty: 5055.959473
	Iteration 35Q: 3 clusters Score -2369698 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2369786.750000 Penalty: 5055.959473
	Iteration 36Q: 3 clusters Score -2369787 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2369845.500000 Penalty: 5055.959473
	Iteration 37Q: 3 clusters Score -2369846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2369905.250000 Penalty: 5055.959473
	Iteration 38Q: 3 clusters Score -2369905 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2369951.250000 Penalty: 5055.959473
	Iteration 39Q: 3 clusters Score -2369951 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2369985.250000 Penalty: 5055.959473
	Iteration 40F: 3 clusters Score -2369985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2370017.500000 Penalty: 5055.959473
	Iteration 41Q: 3 clusters Score -2370018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2370035.000000 Penalty: 5055.959473
	Iteration 42Q: 3 clusters Score -2370035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2370051.250000 Penalty: 5055.959473
	Iteration 43Q: 3 clusters Score -2370051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2370069.250000 Penalty: 5055.959473
	Iteration 44Q: 3 clusters Score -2370069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2370088.250000 Penalty: 5055.959473
	Iteration 45Q: 3 clusters Score -2370088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2370101.000000 Penalty: 5055.959473
	Iteration 46Q: 3 clusters Score -2370101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2370114.000000 Penalty: 5055.959473
	Iteration 47Q: 3 clusters Score -2370114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2370123.000000 Penalty: 5055.959473
	Iteration 48Q: 3 clusters Score -2370123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2370128.750000 Penalty: 5055.959473
	Iteration 49Q: 3 clusters Score -2370129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2370132.500000 Penalty: 5055.959473
	Iteration 50Q: 3 clusters Score -2370132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2370134.500000 Penalty: 5055.959473
	Iteration 51Q: 3 clusters Score -2370134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2370139.250000 Penalty: 5055.959473
	Iteration 52Q: 3 clusters Score -2370139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2370142.250000 Penalty: 5055.959473
	Iteration 53Q: 3 clusters Score -2370142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2370148.250000 Penalty: 5055.959473
	Iteration 54Q: 3 clusters Score -2370148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2370154.000000 Penalty: 5055.959473
	Iteration 55Q: 3 clusters Score -2370154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2370156.250000 Penalty: 5055.959473
	Iteration 56Q: 3 clusters Score -2370156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2370163.250000 Penalty: 5055.959473
	Iteration 57Q: 3 clusters Score -2370163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2370159.750000 Penalty: 5055.959473
	Iteration 58Q: 3 clusters Score -2370160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2370161.250000 Penalty: 5055.959473
	Iteration 59Q: 3 clusters Score -2370161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2370161.750000 Penalty: 5055.959473
	Iteration 60F: 3 clusters Score -2370162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2370160.250000 Penalty: 5055.959473
	Iteration 61Q: 3 clusters Score -2370160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2370160.250000 Penalty: 5055.959473
	Iteration 62F: 3 clusters Score -2370160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (435530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435530 members 
Entering Unmasked Estep 
Score: -40043332.000000 Penalty: 3220.111084
	Iteration 0F: 2 clusters Score -4.004333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217847 members 
Mstep: Class 2 contains 217683 members 
Entering Unmasked Estep 
Score: -39750412.000000 Penalty: 6440.222168
	Iteration 0F: 3 clusters Score -3.975041e+07 nChanged 211459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215926 members 
Mstep: Class 2 contains 219604 members 
Entering Unmasked Estep 
Score: -39877552.000000 Penalty: 6440.222168
	Iteration 1F: 3 clusters Score -3.987755e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215610 members 
Mstep: Class 2 contains 219920 members 
Entering Unmasked Estep 
Score: -39880016.000000 Penalty: 6440.222168
	Iteration 2Q: 3 clusters Score -3.988002e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215098 members 
Mstep: Class 2 contains 220432 members 
Entering Unmasked Estep 
Score: -39883156.000000 Penalty: 6440.222168
	Iteration 3Q: 3 clusters Score -3.988316e+07 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214466 members 
Mstep: Class 2 contains 221064 members 
Entering Unmasked Estep 
Score: -39886792.000000 Penalty: 6440.222168
	Iteration 4Q: 3 clusters Score -3.988679e+07 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214094 members 
Mstep: Class 2 contains 221436 members 
Entering Unmasked Estep 
Score: -39892424.000000 Penalty: 6440.222168
	Iteration 5Q: 3 clusters Score -3.989242e+07 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 221413 members 
Entering Unmasked Estep 
Score: -39900492.000000 Penalty: 6440.222168
	Iteration 6Q: 3 clusters Score -3.990049e+07 nChanged 21807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214486 members 
Mstep: Class 2 contains 221044 members 
Entering Unmasked Estep 
Score: -39911276.000000 Penalty: 6440.222168
	Iteration 7F: 3 clusters Score -3.991128e+07 nChanged 24962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215496 members 
Mstep: Class 2 contains 220034 members 
Entering Unmasked Estep 
Score: -39927016.000000 Penalty: 6440.222168
	Iteration 8F: 3 clusters Score -3.992702e+07 nChanged 26396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217506 members 
Mstep: Class 2 contains 218024 members 
Entering Unmasked Estep 
Score: -39943924.000000 Penalty: 6440.222168
	Iteration 9F: 3 clusters Score -3.994392e+07 nChanged 24077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220137 members 
Mstep: Class 2 contains 215393 members 
Entering Unmasked Estep 
Score: -39956860.000000 Penalty: 6440.222168
	Iteration 10F: 3 clusters Score -3.995686e+07 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222609 members 
Mstep: Class 2 contains 212921 members 
Entering Unmasked Estep 
Score: -39963152.000000 Penalty: 6440.222168
	Iteration 11Q: 3 clusters Score -3.996315e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224754 members 
Mstep: Class 2 contains 210776 members 
Entering Unmasked Estep 
Score: -39965164.000000 Penalty: 6440.222168
	Iteration 12Q: 3 clusters Score -3.996516e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226829 members 
Mstep: Class 2 contains 208701 members 
Entering Unmasked Estep 
Score: -39965824.000000 Penalty: 6440.222168
	Iteration 13Q: 3 clusters Score -3.996582e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228946 members 
Mstep: Class 2 contains 206584 members 
Entering Unmasked Estep 
Score: -39966148.000000 Penalty: 6440.222168
	Iteration 14Q: 3 clusters Score -3.996615e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231180 members 
Mstep: Class 2 contains 204350 members 
Entering Unmasked Estep 
Score: -39966532.000000 Penalty: 6440.222168
	Iteration 15Q: 3 clusters Score -3.996653e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233576 members 
Mstep: Class 2 contains 201954 members 
Entering Unmasked Estep 
Score: -39966692.000000 Penalty: 6440.222168
	Iteration 16Q: 3 clusters Score -3.996669e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236178 members 
Mstep: Class 2 contains 199352 members 
Entering Unmasked Estep 
Score: -39967060.000000 Penalty: 6440.222168
	Iteration 17Q: 3 clusters Score -3.996706e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239027 members 
Mstep: Class 2 contains 196503 members 
Entering Unmasked Estep 
Score: -39967208.000000 Penalty: 6440.222168
	Iteration 18Q: 3 clusters Score -3.996721e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242115 members 
Mstep: Class 2 contains 193415 members 
Entering Unmasked Estep 
Score: -39967836.000000 Penalty: 6440.222168
	Iteration 19Q: 3 clusters Score -3.996784e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245573 members 
Mstep: Class 2 contains 189957 members 
Entering Unmasked Estep 
Score: -39968396.000000 Penalty: 6440.222168
	Iteration 20F: 3 clusters Score -3.99684e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249320 members 
Mstep: Class 2 contains 186210 members 
Entering Unmasked Estep 
Score: -39968816.000000 Penalty: 6440.222168
	Iteration 21Q: 3 clusters Score -3.996882e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253525 members 
Mstep: Class 2 contains 182005 members 
Entering Unmasked Estep 
Score: -39969392.000000 Penalty: 6440.222168
	Iteration 22Q: 3 clusters Score -3.996939e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258228 members 
Mstep: Class 2 contains 177302 members 
Entering Unmasked Estep 
Score: -39970452.000000 Penalty: 6440.222168
	Iteration 23Q: 3 clusters Score -3.997045e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263329 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -39971048.000000 Penalty: 6440.222168
	Iteration 24Q: 3 clusters Score -3.997105e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268897 members 
Mstep: Class 2 contains 166633 members 
Entering Unmasked Estep 
Score: -39972120.000000 Penalty: 6440.222168
	Iteration 25Q: 3 clusters Score -3.997212e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274965 members 
Mstep: Class 2 contains 160565 members 
Entering Unmasked Estep 
Score: -39973592.000000 Penalty: 6440.222168
	Iteration 26Q: 3 clusters Score -3.997359e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281603 members 
Mstep: Class 2 contains 153927 members 
Entering Unmasked Estep 
Score: -39975304.000000 Penalty: 6440.222168
	Iteration 27Q: 3 clusters Score -3.99753e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288708 members 
Mstep: Class 2 contains 146822 members 
Entering Unmasked Estep 
Score: -39977256.000000 Penalty: 6440.222168
	Iteration 28Q: 3 clusters Score -3.997726e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296388 members 
Mstep: Class 2 contains 139142 members 
Entering Unmasked Estep 
Score: -39979656.000000 Penalty: 6440.222168
	Iteration 29Q: 3 clusters Score -3.997966e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304587 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -39982472.000000 Penalty: 6440.222168
	Iteration 30Q: 3 clusters Score -3.998247e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313226 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -39985572.000000 Penalty: 6440.222168
	Iteration 31Q: 3 clusters Score -3.998557e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322308 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -39988728.000000 Penalty: 6440.222168
	Iteration 32Q: 3 clusters Score -3.998873e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331505 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -39992420.000000 Penalty: 6440.222168
	Iteration 33Q: 3 clusters Score -3.999242e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340907 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -39996272.000000 Penalty: 6440.222168
	Iteration 34Q: 3 clusters Score -3.999627e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350379 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -40000572.000000 Penalty: 6440.222168
	Iteration 35Q: 3 clusters Score -4.000057e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359790 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -40005184.000000 Penalty: 6440.222168
	Iteration 36Q: 3 clusters Score -4.000518e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368890 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -40009736.000000 Penalty: 6440.222168
	Iteration 37Q: 3 clusters Score -4.000974e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377383 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -40014048.000000 Penalty: 6440.222168
	Iteration 38Q: 3 clusters Score -4.001405e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385144 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -40017848.000000 Penalty: 6440.222168
	Iteration 39Q: 3 clusters Score -4.001785e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391938 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -40021680.000000 Penalty: 6440.222168
	Iteration 40F: 3 clusters Score -4.002168e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398455 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -40025460.000000 Penalty: 6440.222168
	Iteration 41Q: 3 clusters Score -4.002546e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404081 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -40028516.000000 Penalty: 6440.222168
	Iteration 42Q: 3 clusters Score -4.002852e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408958 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -40031016.000000 Penalty: 6440.222168
	Iteration 43Q: 3 clusters Score -4.003102e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413031 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -40033028.000000 Penalty: 6440.222168
	Iteration 44Q: 3 clusters Score -4.003303e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416446 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -40034844.000000 Penalty: 6440.222168
	Iteration 45Q: 3 clusters Score -4.003484e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419251 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -40036080.000000 Penalty: 6440.222168
	Iteration 46Q: 3 clusters Score -4.003608e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421614 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -40036860.000000 Penalty: 6440.222168
	Iteration 47Q: 3 clusters Score -4.003686e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423593 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -40037592.000000 Penalty: 6440.222168
	Iteration 48Q: 3 clusters Score -4.003759e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425260 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -40038180.000000 Penalty: 6440.222168
	Iteration 49Q: 3 clusters Score -4.003818e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426640 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -40038804.000000 Penalty: 6440.222168
	Iteration 50Q: 3 clusters Score -4.00388e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427767 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -40039172.000000 Penalty: 6440.222168
	Iteration 51Q: 3 clusters Score -4.003917e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428665 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -40039412.000000 Penalty: 6440.222168
	Iteration 52Q: 3 clusters Score -4.003941e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429397 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -40039612.000000 Penalty: 6440.222168
	Iteration 53Q: 3 clusters Score -4.003961e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429960 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -40039760.000000 Penalty: 6440.222168
	Iteration 54Q: 3 clusters Score -4.003976e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430455 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -40039928.000000 Penalty: 6440.222168
	Iteration 55Q: 3 clusters Score -4.003993e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430864 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -40039980.000000 Penalty: 6440.222168
	Iteration 56Q: 3 clusters Score -4.003998e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431212 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -40040132.000000 Penalty: 6440.222168
	Iteration 57Q: 3 clusters Score -4.004013e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431515 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -40040248.000000 Penalty: 6440.222168
	Iteration 58Q: 3 clusters Score -4.004025e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431780 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -40040316.000000 Penalty: 6440.222168
	Iteration 59Q: 3 clusters Score -4.004032e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431998 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -40040304.000000 Penalty: 6440.222168
	Iteration 60F: 3 clusters Score -4.00403e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432182 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -40040364.000000 Penalty: 6440.222168
	Iteration 61Q: 3 clusters Score -4.004036e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432320 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -40040432.000000 Penalty: 6440.222168
	Iteration 62Q: 3 clusters Score -4.004043e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432430 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -40040380.000000 Penalty: 6440.222168
	Iteration 63Q: 3 clusters Score -4.004038e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432516 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -40040432.000000 Penalty: 6440.222168
	Iteration 64Q: 3 clusters Score -4.004043e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432594 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -40040476.000000 Penalty: 6440.222168
	Iteration 65Q: 3 clusters Score -4.004048e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432657 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -40040524.000000 Penalty: 6440.222168
	Iteration 66Q: 3 clusters Score -4.004052e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432718 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -40040572.000000 Penalty: 6440.222168
	Iteration 67Q: 3 clusters Score -4.004057e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432778 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -40040584.000000 Penalty: 6440.222168
	Iteration 68Q: 3 clusters Score -4.004058e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432833 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -40040576.000000 Penalty: 6440.222168
	Iteration 69Q: 3 clusters Score -4.004058e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432887 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -40040588.000000 Penalty: 6440.222168
	Iteration 70Q: 3 clusters Score -4.004059e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432927 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -40040596.000000 Penalty: 6440.222168
	Iteration 71Q: 3 clusters Score -4.00406e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432973 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -40040588.000000 Penalty: 6440.222168
	Iteration 72Q: 3 clusters Score -4.004059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433011 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -40040576.000000 Penalty: 6440.222168
	Iteration 73Q: 3 clusters Score -4.004058e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433049 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -40040628.000000 Penalty: 6440.222168
	Iteration 74Q: 3 clusters Score -4.004063e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433094 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -40040608.000000 Penalty: 6440.222168
	Iteration 75Q: 3 clusters Score -4.004061e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433131 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -40040592.000000 Penalty: 6440.222168
	Iteration 76Q: 3 clusters Score -4.004059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433159 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -40040620.000000 Penalty: 6440.222168
	Iteration 77Q: 3 clusters Score -4.004062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433186 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -40040668.000000 Penalty: 6440.222168
	Iteration 78Q: 3 clusters Score -4.004067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433212 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -40040664.000000 Penalty: 6440.222168
	Iteration 79Q: 3 clusters Score -4.004066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433232 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -40040664.000000 Penalty: 6440.222168
	Iteration 80F: 3 clusters Score -4.004066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433252 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -40040692.000000 Penalty: 6440.222168
	Iteration 81Q: 3 clusters Score -4.004069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433275 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -40040672.000000 Penalty: 6440.222168
	Iteration 82Q: 3 clusters Score -4.004067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433291 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -40040692.000000 Penalty: 6440.222168
	Iteration 83Q: 3 clusters Score -4.004069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433300 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -40040700.000000 Penalty: 6440.222168
	Iteration 84Q: 3 clusters Score -4.00407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433319 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -40040696.000000 Penalty: 6440.222168
	Iteration 85Q: 3 clusters Score -4.00407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433335 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -40040672.000000 Penalty: 6440.222168
	Iteration 86Q: 3 clusters Score -4.004067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433346 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -40040688.000000 Penalty: 6440.222168
	Iteration 87Q: 3 clusters Score -4.004069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433359 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -40040652.000000 Penalty: 6440.222168
	Iteration 88Q: 3 clusters Score -4.004065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433375 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -40040656.000000 Penalty: 6440.222168
	Iteration 89Q: 3 clusters Score -4.004066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433387 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -40040652.000000 Penalty: 6440.222168
	Iteration 90Q: 3 clusters Score -4.004065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433404 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -40040664.000000 Penalty: 6440.222168
	Iteration 91Q: 3 clusters Score -4.004066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433423 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -40040712.000000 Penalty: 6440.222168
	Iteration 92Q: 3 clusters Score -4.004071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433440 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -40040704.000000 Penalty: 6440.222168
	Iteration 93Q: 3 clusters Score -4.00407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433455 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -40040728.000000 Penalty: 6440.222168
	Iteration 94Q: 3 clusters Score -4.004073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433462 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -40040740.000000 Penalty: 6440.222168
	Iteration 95Q: 3 clusters Score -4.004074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433472 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -40040752.000000 Penalty: 6440.222168
	Iteration 96Q: 3 clusters Score -4.004075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433475 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -40040748.000000 Penalty: 6440.222168
	Iteration 97Q: 3 clusters Score -4.004075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433482 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -40040736.000000 Penalty: 6440.222168
	Iteration 98Q: 3 clusters Score -4.004074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433487 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -40040708.000000 Penalty: 6440.222168
	Iteration 99Q: 3 clusters Score -4.004071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433489 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -40040736.000000 Penalty: 6440.222168
	Iteration 100F: 3 clusters Score -4.004074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433494 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -40040728.000000 Penalty: 6440.222168
	Iteration 101Q: 3 clusters Score -4.004073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433495 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -40040720.000000 Penalty: 6440.222168
	Iteration 102Q: 3 clusters Score -4.004072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433496 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -40040736.000000 Penalty: 6440.222168
	Iteration 103Q: 3 clusters Score -4.004074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433496 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -40040736.000000 Penalty: 6440.222168
	Iteration 104F: 3 clusters Score -4.004074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Entering Unmasked Estep 
Score: -2659656.500000 Penalty: 2550.205811
	Iteration 0F: 2 clusters Score -2659656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2639608.500000 Penalty: 5100.411621
	Iteration 0F: 3 clusters Score -2639608 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2647125.000000 Penalty: 5100.411621
	Iteration 1F: 3 clusters Score -2647125 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2647796.250000 Penalty: 5100.411621
	Iteration 2F: 3 clusters Score -2647796 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2648544.500000 Penalty: 5100.411621
	Iteration 3F: 3 clusters Score -2648544 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2649348.000000 Penalty: 5100.411621
	Iteration 4F: 3 clusters Score -2649348 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2650291.000000 Penalty: 5100.411621
	Iteration 5F: 3 clusters Score -2650291 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2651227.500000 Penalty: 5100.411621
	Iteration 6F: 3 clusters Score -2651228 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2652058.000000 Penalty: 5100.411621
	Iteration 7F: 3 clusters Score -2652058 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2652811.000000 Penalty: 5100.411621
	Iteration 8Q: 3 clusters Score -2652811 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2653451.500000 Penalty: 5100.411621
	Iteration 9Q: 3 clusters Score -2653452 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2653976.250000 Penalty: 5100.411621
	Iteration 10Q: 3 clusters Score -2653976 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2654426.250000 Penalty: 5100.411621
	Iteration 11Q: 3 clusters Score -2654426 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2654853.500000 Penalty: 5100.411621
	Iteration 12Q: 3 clusters Score -2654854 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2655209.500000 Penalty: 5100.411621
	Iteration 13Q: 3 clusters Score -2655210 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2655438.000000 Penalty: 5100.411621
	Iteration 14Q: 3 clusters Score -2655438 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2655617.000000 Penalty: 5100.411621
	Iteration 15Q: 3 clusters Score -2655617 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2655759.250000 Penalty: 5100.411621
	Iteration 16Q: 3 clusters Score -2655759 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2655882.500000 Penalty: 5100.411621
	Iteration 17Q: 3 clusters Score -2655882 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2655991.500000 Penalty: 5100.411621
	Iteration 18Q: 3 clusters Score -2655992 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2656077.000000 Penalty: 5100.411621
	Iteration 19Q: 3 clusters Score -2656077 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2656199.250000 Penalty: 5100.411621
	Iteration 20F: 3 clusters Score -2656199 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2656305.500000 Penalty: 5100.411621
	Iteration 21Q: 3 clusters Score -2656306 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2656393.000000 Penalty: 5100.411621
	Iteration 22Q: 3 clusters Score -2656393 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2656436.750000 Penalty: 5100.411621
	Iteration 23Q: 3 clusters Score -2656437 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2656476.250000 Penalty: 5100.411621
	Iteration 24Q: 3 clusters Score -2656476 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2656534.750000 Penalty: 5100.411621
	Iteration 25Q: 3 clusters Score -2656535 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2656578.000000 Penalty: 5100.411621
	Iteration 26Q: 3 clusters Score -2656578 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2656607.000000 Penalty: 5100.411621
	Iteration 27Q: 3 clusters Score -2656607 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2656619.750000 Penalty: 5100.411621
	Iteration 28Q: 3 clusters Score -2656620 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2656641.000000 Penalty: 5100.411621
	Iteration 29Q: 3 clusters Score -2656641 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2656655.500000 Penalty: 5100.411621
	Iteration 30Q: 3 clusters Score -2656656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2656654.250000 Penalty: 5100.411621
	Iteration 31Q: 3 clusters Score -2656654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2656665.000000 Penalty: 5100.411621
	Iteration 32Q: 3 clusters Score -2656665 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2656681.250000 Penalty: 5100.411621
	Iteration 33Q: 3 clusters Score -2656681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2656674.750000 Penalty: 5100.411621
	Iteration 34Q: 3 clusters Score -2656675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2656681.250000 Penalty: 5100.411621
	Iteration 35Q: 3 clusters Score -2656681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2656681.750000 Penalty: 5100.411621
	Iteration 36Q: 3 clusters Score -2656682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2656678.500000 Penalty: 5100.411621
	Iteration 37Q: 3 clusters Score -2656678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2656685.250000 Penalty: 5100.411621
	Iteration 38Q: 3 clusters Score -2656685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2656684.750000 Penalty: 5100.411621
	Iteration 39Q: 3 clusters Score -2656685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2656684.250000 Penalty: 5100.411621
	Iteration 40F: 3 clusters Score -2656684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2656694.750000 Penalty: 5100.411621
	Iteration 41Q: 3 clusters Score -2656695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2656704.750000 Penalty: 5100.411621
	Iteration 42Q: 3 clusters Score -2656705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2656704.750000 Penalty: 5100.411621
	Iteration 43Q: 3 clusters Score -2656705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2656707.000000 Penalty: 5100.411621
	Iteration 44Q: 3 clusters Score -2656707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2656702.250000 Penalty: 5100.411621
	Iteration 45Q: 3 clusters Score -2656702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2656703.000000 Penalty: 5100.411621
	Iteration 46Q: 3 clusters Score -2656703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2656711.750000 Penalty: 5100.411621
	Iteration 47Q: 3 clusters Score -2656712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2656712.250000 Penalty: 5100.411621
	Iteration 48Q: 3 clusters Score -2656712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2656714.000000 Penalty: 5100.411621
	Iteration 49Q: 3 clusters Score -2656714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2656725.000000 Penalty: 5100.411621
	Iteration 50Q: 3 clusters Score -2656725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2656728.500000 Penalty: 5100.411621
	Iteration 51Q: 3 clusters Score -2656728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2656726.000000 Penalty: 5100.411621
	Iteration 52Q: 3 clusters Score -2656726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2656728.500000 Penalty: 5100.411621
	Iteration 53Q: 3 clusters Score -2656728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2656725.750000 Penalty: 5100.411621
	Iteration 54Q: 3 clusters Score -2656726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2656723.750000 Penalty: 5100.411621
	Iteration 55Q: 3 clusters Score -2656724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2656724.250000 Penalty: 5100.411621
	Iteration 56Q: 3 clusters Score -2656724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2656724.000000 Penalty: 5100.411621
	Iteration 57Q: 3 clusters Score -2656724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2656724.500000 Penalty: 5100.411621
	Iteration 58Q: 3 clusters Score -2656724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2656722.750000 Penalty: 5100.411621
	Iteration 59Q: 3 clusters Score -2656723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2656722.000000 Penalty: 5100.411621
	Iteration 60F: 3 clusters Score -2656722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2656720.750000 Penalty: 5100.411621
	Iteration 61Q: 3 clusters Score -2656721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2656724.000000 Penalty: 5100.411621
	Iteration 62Q: 3 clusters Score -2656724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2656724.000000 Penalty: 5100.411621
	Iteration 63Q: 3 clusters Score -2656724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2656719.500000 Penalty: 5100.411621
	Iteration 64Q: 3 clusters Score -2656720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2656723.000000 Penalty: 5100.411621
	Iteration 65Q: 3 clusters Score -2656723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2656723.000000 Penalty: 5100.411621
	Iteration 66Q: 3 clusters Score -2656723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2656721.750000 Penalty: 5100.411621
	Iteration 67Q: 3 clusters Score -2656722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2656724.500000 Penalty: 5100.411621
	Iteration 68Q: 3 clusters Score -2656724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2656721.250000 Penalty: 5100.411621
	Iteration 69Q: 3 clusters Score -2656721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2656730.500000 Penalty: 5100.411621
	Iteration 70Q: 3 clusters Score -2656730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2656731.250000 Penalty: 5100.411621
	Iteration 71Q: 3 clusters Score -2656731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2656729.500000 Penalty: 5100.411621
	Iteration 72Q: 3 clusters Score -2656730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2656727.250000 Penalty: 5100.411621
	Iteration 73Q: 3 clusters Score -2656727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2656730.250000 Penalty: 5100.411621
	Iteration 74Q: 3 clusters Score -2656730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2656732.250000 Penalty: 5100.411621
	Iteration 75Q: 3 clusters Score -2656732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2656730.250000 Penalty: 5100.411621
	Iteration 76Q: 3 clusters Score -2656730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2656732.750000 Penalty: 5100.411621
	Iteration 77Q: 3 clusters Score -2656733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2656731.000000 Penalty: 5100.411621
	Iteration 78Q: 3 clusters Score -2656731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2656731.000000 Penalty: 5100.411621
	Iteration 79Q: 3 clusters Score -2656731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2656724.000000 Penalty: 5100.411621
	Iteration 80F: 3 clusters Score -2656724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2656726.250000 Penalty: 5100.411621
	Iteration 81Q: 3 clusters Score -2656726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2656721.750000 Penalty: 5100.411621
	Iteration 82Q: 3 clusters Score -2656722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2656724.000000 Penalty: 5100.411621
	Iteration 83Q: 3 clusters Score -2656724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2656725.250000 Penalty: 5100.411621
	Iteration 84Q: 3 clusters Score -2656725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2656718.750000 Penalty: 5100.411621
	Iteration 85Q: 3 clusters Score -2656719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2656714.000000 Penalty: 5100.411621
	Iteration 86Q: 3 clusters Score -2656714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2656716.500000 Penalty: 5100.411621
	Iteration 87Q: 3 clusters Score -2656716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2656713.500000 Penalty: 5100.411621
	Iteration 88Q: 3 clusters Score -2656714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2656718.000000 Penalty: 5100.411621
	Iteration 89Q: 3 clusters Score -2656718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2656720.750000 Penalty: 5100.411621
	Iteration 90Q: 3 clusters Score -2656721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2656718.500000 Penalty: 5100.411621
	Iteration 91Q: 3 clusters Score -2656718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2656717.750000 Penalty: 5100.411621
	Iteration 92Q: 3 clusters Score -2656718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2656715.000000 Penalty: 5100.411621
	Iteration 93Q: 3 clusters Score -2656715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2656716.750000 Penalty: 5100.411621
	Iteration 94Q: 3 clusters Score -2656717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2656719.750000 Penalty: 5100.411621
	Iteration 95Q: 3 clusters Score -2656720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2656722.750000 Penalty: 5100.411621
	Iteration 96Q: 3 clusters Score -2656723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2656727.000000 Penalty: 5100.411621
	Iteration 97Q: 3 clusters Score -2656727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2656723.500000 Penalty: 5100.411621
	Iteration 98Q: 3 clusters Score -2656724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2656727.250000 Penalty: 5100.411621
	Iteration 99Q: 3 clusters Score -2656727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2656726.000000 Penalty: 5100.411621
	Iteration 100F: 3 clusters Score -2656726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2656725.750000 Penalty: 5100.411621
	Iteration 101Q: 3 clusters Score -2656726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2656724.000000 Penalty: 5100.411621
	Iteration 102Q: 3 clusters Score -2656724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2656725.250000 Penalty: 5100.411621
	Iteration 103Q: 3 clusters Score -2656725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2656725.250000 Penalty: 5100.411621
	Iteration 104F: 3 clusters Score -2656725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Entering Unmasked Estep 
Score: -1230344.875000 Penalty: 2374.527100
	Iteration 0F: 2 clusters Score -1230345 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 7174 members 
Entering Unmasked Estep 
Score: -1219915.250000 Penalty: 4749.054199
	Iteration 0F: 3 clusters Score -1219915 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1223209.125000 Penalty: 4749.054199
	Iteration 1F: 3 clusters Score -1223209 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1223633.500000 Penalty: 4749.054199
	Iteration 2F: 3 clusters Score -1223634 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1223988.000000 Penalty: 4749.054199
	Iteration 3F: 3 clusters Score -1223988 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1224308.875000 Penalty: 4749.054199
	Iteration 4Q: 3 clusters Score -1224309 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1224643.875000 Penalty: 4749.054199
	Iteration 5Q: 3 clusters Score -1224644 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1224987.000000 Penalty: 4749.054199
	Iteration 6Q: 3 clusters Score -1224987 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1225356.500000 Penalty: 4749.054199
	Iteration 7Q: 3 clusters Score -1225356 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1225787.875000 Penalty: 4749.054199
	Iteration 8Q: 3 clusters Score -1225788 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1226229.000000 Penalty: 4749.054199
	Iteration 9Q: 3 clusters Score -1226229 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1226622.000000 Penalty: 4749.054199
	Iteration 10Q: 3 clusters Score -1226622 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1226942.125000 Penalty: 4749.054199
	Iteration 11Q: 3 clusters Score -1226942 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1227225.000000 Penalty: 4749.054199
	Iteration 12Q: 3 clusters Score -1227225 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1227461.625000 Penalty: 4749.054199
	Iteration 13Q: 3 clusters Score -1227462 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1227658.875000 Penalty: 4749.054199
	Iteration 14Q: 3 clusters Score -1227659 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1227849.750000 Penalty: 4749.054199
	Iteration 15Q: 3 clusters Score -1227850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1228006.125000 Penalty: 4749.054199
	Iteration 16Q: 3 clusters Score -1228006 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1228131.500000 Penalty: 4749.054199
	Iteration 17Q: 3 clusters Score -1228132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1228211.750000 Penalty: 4749.054199
	Iteration 18Q: 3 clusters Score -1228212 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1228262.500000 Penalty: 4749.054199
	Iteration 19Q: 3 clusters Score -1228262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1228313.625000 Penalty: 4749.054199
	Iteration 20F: 3 clusters Score -1228314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1228357.250000 Penalty: 4749.054199
	Iteration 21Q: 3 clusters Score -1228357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1228386.250000 Penalty: 4749.054199
	Iteration 22Q: 3 clusters Score -1228386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1228407.000000 Penalty: 4749.054199
	Iteration 23Q: 3 clusters Score -1228407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1228412.125000 Penalty: 4749.054199
	Iteration 24Q: 3 clusters Score -1228412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1228422.000000 Penalty: 4749.054199
	Iteration 25Q: 3 clusters Score -1228422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1228429.625000 Penalty: 4749.054199
	Iteration 26Q: 3 clusters Score -1228430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1228434.375000 Penalty: 4749.054199
	Iteration 27Q: 3 clusters Score -1228434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1228435.875000 Penalty: 4749.054199
	Iteration 28Q: 3 clusters Score -1228436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1228439.750000 Penalty: 4749.054199
	Iteration 29Q: 3 clusters Score -1228440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1228440.875000 Penalty: 4749.054199
	Iteration 30Q: 3 clusters Score -1228441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1228445.125000 Penalty: 4749.054199
	Iteration 31Q: 3 clusters Score -1228445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1228445.250000 Penalty: 4749.054199
	Iteration 32Q: 3 clusters Score -1228445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1228444.750000 Penalty: 4749.054199
	Iteration 33Q: 3 clusters Score -1228445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1228447.375000 Penalty: 4749.054199
	Iteration 34Q: 3 clusters Score -1228447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1228447.375000 Penalty: 4749.054199
	Iteration 35F: 3 clusters Score -1228447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Entering Unmasked Estep 
Score: -3685150.000000 Penalty: 2622.429443
	Iteration 0F: 2 clusters Score -3685150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3658572.750000 Penalty: 5244.858887
	Iteration 0F: 3 clusters Score -3658573 nChanged 17839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3668460.250000 Penalty: 5244.858887
	Iteration 1F: 3 clusters Score -3668460 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3669360.500000 Penalty: 5244.858887
	Iteration 2F: 3 clusters Score -3669360 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3670664.500000 Penalty: 5244.858887
	Iteration 3F: 3 clusters Score -3670664 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3672625.500000 Penalty: 5244.858887
	Iteration 4F: 3 clusters Score -3672626 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3675108.000000 Penalty: 5244.858887
	Iteration 5F: 3 clusters Score -3675108 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3677445.000000 Penalty: 5244.858887
	Iteration 6F: 3 clusters Score -3677445 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3679072.750000 Penalty: 5244.858887
	Iteration 7F: 3 clusters Score -3679073 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3680032.000000 Penalty: 5244.858887
	Iteration 8Q: 3 clusters Score -3680032 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3680633.250000 Penalty: 5244.858887
	Iteration 9Q: 3 clusters Score -3680633 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3681092.750000 Penalty: 5244.858887
	Iteration 10Q: 3 clusters Score -3681093 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3681446.750000 Penalty: 5244.858887
	Iteration 11Q: 3 clusters Score -3681447 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3681813.250000 Penalty: 5244.858887
	Iteration 12Q: 3 clusters Score -3681813 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3682102.500000 Penalty: 5244.858887
	Iteration 13Q: 3 clusters Score -3682102 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3682322.500000 Penalty: 5244.858887
	Iteration 14Q: 3 clusters Score -3682322 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3682498.250000 Penalty: 5244.858887
	Iteration 15Q: 3 clusters Score -3682498 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3682617.000000 Penalty: 5244.858887
	Iteration 16Q: 3 clusters Score -3682617 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3682720.500000 Penalty: 5244.858887
	Iteration 17Q: 3 clusters Score -3682720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3682779.750000 Penalty: 5244.858887
	Iteration 18Q: 3 clusters Score -3682780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3682824.500000 Penalty: 5244.858887
	Iteration 19Q: 3 clusters Score -3682824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3682867.750000 Penalty: 5244.858887
	Iteration 20F: 3 clusters Score -3682868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3682906.000000 Penalty: 5244.858887
	Iteration 21Q: 3 clusters Score -3682906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3682927.000000 Penalty: 5244.858887
	Iteration 22Q: 3 clusters Score -3682927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3682937.750000 Penalty: 5244.858887
	Iteration 23Q: 3 clusters Score -3682938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3682946.500000 Penalty: 5244.858887
	Iteration 24Q: 3 clusters Score -3682946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3682960.500000 Penalty: 5244.858887
	Iteration 25Q: 3 clusters Score -3682960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3682966.250000 Penalty: 5244.858887
	Iteration 26Q: 3 clusters Score -3682966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3682968.500000 Penalty: 5244.858887
	Iteration 27Q: 3 clusters Score -3682968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3682973.750000 Penalty: 5244.858887
	Iteration 28Q: 3 clusters Score -3682974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3682972.750000 Penalty: 5244.858887
	Iteration 29Q: 3 clusters Score -3682973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3682972.750000 Penalty: 5244.858887
	Iteration 30F: 3 clusters Score -3682973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -697430.812500 Penalty: 2230.523926
	Iteration 0F: 2 clusters Score -697430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -690948.562500 Penalty: 4461.047852
	Iteration 0F: 3 clusters Score -690948.6 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -692724.687500 Penalty: 4461.047852
	Iteration 1F: 3 clusters Score -692724.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -693044.625000 Penalty: 4461.047852
	Iteration 2F: 3 clusters Score -693044.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -693280.375000 Penalty: 4461.047852
	Iteration 3F: 3 clusters Score -693280.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -693469.625000 Penalty: 4461.047852
	Iteration 4Q: 3 clusters Score -693469.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -693630.312500 Penalty: 4461.047852
	Iteration 5Q: 3 clusters Score -693630.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -693786.625000 Penalty: 4461.047852
	Iteration 6Q: 3 clusters Score -693786.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -693978.812500 Penalty: 4461.047852
	Iteration 7Q: 3 clusters Score -693978.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -694205.937500 Penalty: 4461.047852
	Iteration 8Q: 3 clusters Score -694205.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -694403.250000 Penalty: 4461.047852
	Iteration 9Q: 3 clusters Score -694403.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -694587.437500 Penalty: 4461.047852
	Iteration 10Q: 3 clusters Score -694587.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -694758.875000 Penalty: 4461.047852
	Iteration 11Q: 3 clusters Score -694758.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -694894.812500 Penalty: 4461.047852
	Iteration 12Q: 3 clusters Score -694894.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -694997.437500 Penalty: 4461.047852
	Iteration 13Q: 3 clusters Score -694997.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -695079.625000 Penalty: 4461.047852
	Iteration 14Q: 3 clusters Score -695079.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -695158.000000 Penalty: 4461.047852
	Iteration 15Q: 3 clusters Score -695158 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -695245.187500 Penalty: 4461.047852
	Iteration 16Q: 3 clusters Score -695245.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -695338.625000 Penalty: 4461.047852
	Iteration 17Q: 3 clusters Score -695338.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -695435.812500 Penalty: 4461.047852
	Iteration 18Q: 3 clusters Score -695435.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -695512.687500 Penalty: 4461.047852
	Iteration 19Q: 3 clusters Score -695512.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -695566.125000 Penalty: 4461.047852
	Iteration 20F: 3 clusters Score -695566.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -695616.750000 Penalty: 4461.047852
	Iteration 21Q: 3 clusters Score -695616.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -695656.250000 Penalty: 4461.047852
	Iteration 22Q: 3 clusters Score -695656.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -695702.937500 Penalty: 4461.047852
	Iteration 23Q: 3 clusters Score -695702.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -695750.000000 Penalty: 4461.047852
	Iteration 24Q: 3 clusters Score -695750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -695788.937500 Penalty: 4461.047852
	Iteration 25Q: 3 clusters Score -695788.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -695820.937500 Penalty: 4461.047852
	Iteration 26Q: 3 clusters Score -695820.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -695861.250000 Penalty: 4461.047852
	Iteration 27Q: 3 clusters Score -695861.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -695894.312500 Penalty: 4461.047852
	Iteration 28Q: 3 clusters Score -695894.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -695929.500000 Penalty: 4461.047852
	Iteration 29Q: 3 clusters Score -695929.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -695957.625000 Penalty: 4461.047852
	Iteration 30Q: 3 clusters Score -695957.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -695985.812500 Penalty: 4461.047852
	Iteration 31Q: 3 clusters Score -695985.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -696015.000000 Penalty: 4461.047852
	Iteration 32Q: 3 clusters Score -696015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -696046.000000 Penalty: 4461.047852
	Iteration 33Q: 3 clusters Score -696046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -696080.625000 Penalty: 4461.047852
	Iteration 34Q: 3 clusters Score -696080.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -696114.125000 Penalty: 4461.047852
	Iteration 35Q: 3 clusters Score -696114.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -696151.812500 Penalty: 4461.047852
	Iteration 36Q: 3 clusters Score -696151.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -696198.875000 Penalty: 4461.047852
	Iteration 37Q: 3 clusters Score -696198.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -696252.625000 Penalty: 4461.047852
	Iteration 38Q: 3 clusters Score -696252.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -696313.312500 Penalty: 4461.047852
	Iteration 39Q: 3 clusters Score -696313.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -696388.562500 Penalty: 4461.047852
	Iteration 40F: 3 clusters Score -696388.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -696457.937500 Penalty: 4461.047852
	Iteration 41Q: 3 clusters Score -696457.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -696525.062500 Penalty: 4461.047852
	Iteration 42Q: 3 clusters Score -696525.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -696581.750000 Penalty: 4461.047852
	Iteration 43Q: 3 clusters Score -696581.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -696621.750000 Penalty: 4461.047852
	Iteration 44Q: 3 clusters Score -696621.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -696648.187500 Penalty: 4461.047852
	Iteration 45Q: 3 clusters Score -696648.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -696662.187500 Penalty: 4461.047852
	Iteration 46Q: 3 clusters Score -696662.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -696669.187500 Penalty: 4461.047852
	Iteration 47Q: 3 clusters Score -696669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -696678.625000 Penalty: 4461.047852
	Iteration 48Q: 3 clusters Score -696678.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -696682.187500 Penalty: 4461.047852
	Iteration 49Q: 3 clusters Score -696682.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -696687.062500 Penalty: 4461.047852
	Iteration 50Q: 3 clusters Score -696687.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -696691.750000 Penalty: 4461.047852
	Iteration 51Q: 3 clusters Score -696691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -696690.500000 Penalty: 4461.047852
	Iteration 52Q: 3 clusters Score -696690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -696695.125000 Penalty: 4461.047852
	Iteration 53Q: 3 clusters Score -696695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -696692.937500 Penalty: 4461.047852
	Iteration 54Q: 3 clusters Score -696692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -696695.125000 Penalty: 4461.047852
	Iteration 55Q: 3 clusters Score -696695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -696695.375000 Penalty: 4461.047852
	Iteration 56Q: 3 clusters Score -696695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -696695.812500 Penalty: 4461.047852
	Iteration 57Q: 3 clusters Score -696695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -696696.562500 Penalty: 4461.047852
	Iteration 58Q: 3 clusters Score -696696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -696696.062500 Penalty: 4461.047852
	Iteration 59Q: 3 clusters Score -696696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -696700.562500 Penalty: 4461.047852
	Iteration 60F: 3 clusters Score -696700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -696700.187500 Penalty: 4461.047852
	Iteration 61Q: 3 clusters Score -696700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -696698.750000 Penalty: 4461.047852
	Iteration 62Q: 3 clusters Score -696698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -696698.750000 Penalty: 4461.047852
	Iteration 63F: 3 clusters Score -696698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Entering Unmasked Estep 
Score: -855406.437500 Penalty: 2272.121582
	Iteration 0F: 2 clusters Score -855406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -847982.000000 Penalty: 4544.243164
	Iteration 0F: 3 clusters Score -847982 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -850046.875000 Penalty: 4544.243164
	Iteration 1F: 3 clusters Score -850046.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -850343.750000 Penalty: 4544.243164
	Iteration 2F: 3 clusters Score -850343.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -850542.875000 Penalty: 4544.243164
	Iteration 3F: 3 clusters Score -850542.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -850690.687500 Penalty: 4544.243164
	Iteration 4Q: 3 clusters Score -850690.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -850821.062500 Penalty: 4544.243164
	Iteration 5Q: 3 clusters Score -850821.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -850989.937500 Penalty: 4544.243164
	Iteration 6Q: 3 clusters Score -850989.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -851184.625000 Penalty: 4544.243164
	Iteration 7Q: 3 clusters Score -851184.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -851388.937500 Penalty: 4544.243164
	Iteration 8Q: 3 clusters Score -851388.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -851643.125000 Penalty: 4544.243164
	Iteration 9Q: 3 clusters Score -851643.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -851931.625000 Penalty: 4544.243164
	Iteration 10Q: 3 clusters Score -851931.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -852240.625000 Penalty: 4544.243164
	Iteration 11Q: 3 clusters Score -852240.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -852515.875000 Penalty: 4544.243164
	Iteration 12Q: 3 clusters Score -852515.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -852774.687500 Penalty: 4544.243164
	Iteration 13Q: 3 clusters Score -852774.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -852979.000000 Penalty: 4544.243164
	Iteration 14Q: 3 clusters Score -852979 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -853164.250000 Penalty: 4544.243164
	Iteration 15Q: 3 clusters Score -853164.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -853312.187500 Penalty: 4544.243164
	Iteration 16Q: 3 clusters Score -853312.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -853401.187500 Penalty: 4544.243164
	Iteration 17Q: 3 clusters Score -853401.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -853474.312500 Penalty: 4544.243164
	Iteration 18Q: 3 clusters Score -853474.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -853540.125000 Penalty: 4544.243164
	Iteration 19Q: 3 clusters Score -853540.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -853590.625000 Penalty: 4544.243164
	Iteration 20F: 3 clusters Score -853590.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -853638.812500 Penalty: 4544.243164
	Iteration 21Q: 3 clusters Score -853638.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -853673.312500 Penalty: 4544.243164
	Iteration 22Q: 3 clusters Score -853673.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -853708.562500 Penalty: 4544.243164
	Iteration 23Q: 3 clusters Score -853708.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -853733.750000 Penalty: 4544.243164
	Iteration 24Q: 3 clusters Score -853733.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -853759.062500 Penalty: 4544.243164
	Iteration 25Q: 3 clusters Score -853759.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -853790.687500 Penalty: 4544.243164
	Iteration 26Q: 3 clusters Score -853790.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -853808.250000 Penalty: 4544.243164
	Iteration 27Q: 3 clusters Score -853808.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -853815.062500 Penalty: 4544.243164
	Iteration 28Q: 3 clusters Score -853815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -853819.812500 Penalty: 4544.243164
	Iteration 29Q: 3 clusters Score -853819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -853822.437500 Penalty: 4544.243164
	Iteration 30Q: 3 clusters Score -853822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -853825.750000 Penalty: 4544.243164
	Iteration 31Q: 3 clusters Score -853825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -853830.625000 Penalty: 4544.243164
	Iteration 32Q: 3 clusters Score -853830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -853830.562500 Penalty: 4544.243164
	Iteration 33Q: 3 clusters Score -853830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -853832.062500 Penalty: 4544.243164
	Iteration 34Q: 3 clusters Score -853832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -853833.375000 Penalty: 4544.243164
	Iteration 35Q: 3 clusters Score -853833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -853834.812500 Penalty: 4544.243164
	Iteration 36Q: 3 clusters Score -853834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -853836.625000 Penalty: 4544.243164
	Iteration 37Q: 3 clusters Score -853836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -853836.625000 Penalty: 4544.243164
	Iteration 38F: 3 clusters Score -853836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -101678.273438 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -101678.3 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 614 members 
Entering Unmasked Estep 
Score: -99580.968750 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -99580.97 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100028.507812 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -100028.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -100427.031250 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -100427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100815.632812 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -100815.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -101009.250000 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -101009.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -101166.843750 Penalty: 3528.925537
	Iteration 5F: 3 clusters Score -101166.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -101279.507812 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -101279.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -101399.570312 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -101399.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -101455.617188 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -101455.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -101490.656250 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -101490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -101511.953125 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -101512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -101532.062500 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -101532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -101548.093750 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -101548.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -101568.757812 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -101568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -101586.453125 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -101586.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -101608.359375 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -101608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -101622.351562 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -101622.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -101631.687500 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -101631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -101638.335938 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -101638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -101638.335938 Penalty: 3528.925537
	Iteration 19F: 3 clusters Score -101638.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -28151.349609 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -28151.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26901.109375 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -26901.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27068.277344 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -27068.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27152.195312 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -27152.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27182.828125 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -27182.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27237.542969 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -27237.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27296.240234 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -27296.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27323.388672 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -27323.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27336.884766 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -27336.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27356.187500 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -27356.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27385.250000 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -27385.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27414.960938 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -27414.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27435.619141 Penalty: 2977.927979
	Iteration 11Q: 3 clusters Score -27435.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27486.419922 Penalty: 2977.927979
	Iteration 12Q: 3 clusters Score -27486.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27530.207031 Penalty: 2977.927979
	Iteration 13Q: 3 clusters Score -27530.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27539.519531 Penalty: 2977.927979
	Iteration 14Q: 3 clusters Score -27539.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27548.458984 Penalty: 2977.927979
	Iteration 15Q: 3 clusters Score -27548.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27551.964844 Penalty: 2977.927979
	Iteration 16Q: 3 clusters Score -27551.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27551.964844 Penalty: 2977.927979
	Iteration 17F: 3 clusters Score -27551.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -28473.117188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -28473.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27083.013672 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -27083.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27234.664062 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -27234.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27288.777344 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -27288.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27313.566406 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -27313.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27340.761719 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -27340.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27357.917969 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -27357.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27376.677734 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -27376.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27384.869141 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -27384.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27388.386719 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -27388.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27388.386719 Penalty: 2918.127930
	Iteration 9F: 3 clusters Score -27388.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -34763.601562 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -34763.6 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 240 members 
Entering Unmasked Estep 
Score: -33311.582031 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -33311.58 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33580.226562 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -33580.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33699.109375 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -33699.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33758.855469 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -33758.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33814.574219 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -33814.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33882.125000 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -33882.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33906.625000 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -33906.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33942.804688 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -33942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33987.312500 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -33987.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34006.683594 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -34006.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34036.542969 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -34036.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34048.140625 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -34048.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34083.984375 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -34083.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34095.148438 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -34095.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34097.960938 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -34097.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34099.304688 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -34099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34099.304688 Penalty: 3054.911377
	Iteration 16F: 3 clusters Score -34099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254389 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631776.000000 Penalty: 89408.812500
Iteration 159Q: 27 clusters Score -9.363178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254391 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158917 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631720.000000 Penalty: 89408.812500
Iteration 160F: 27 clusters Score -9.363172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254392 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158919 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9330 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29232 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631752.000000 Penalty: 89408.812500
Iteration 161Q: 27 clusters Score -9.363175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254393 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9331 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631752.000000 Penalty: 89408.812500
Iteration 162Q: 27 clusters Score -9.363175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254391 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631752.000000 Penalty: 89408.812500
Iteration 163Q: 27 clusters Score -9.363175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254393 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14500 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631736.000000 Penalty: 89408.812500
Iteration 164Q: 27 clusters Score -9.363174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254392 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 14500 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435530 members 
Mstep: Class 18 contains 29232 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631720.000000 Penalty: 89408.812500
Iteration 165Q: 27 clusters Score -9.363172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254391 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158917 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631696.000000 Penalty: 89408.812500
Iteration 166Q: 27 clusters Score -9.36317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254391 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158916 members 
Mstep: Class 9 contains 14503 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631704.000000 Penalty: 89408.812500
Iteration 167Q: 27 clusters Score -9.36317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254391 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158914 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631728.000000 Penalty: 89408.812500
Iteration 168Q: 27 clusters Score -9.363173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254392 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158913 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631744.000000 Penalty: 89408.812500
Iteration 169Q: 27 clusters Score -9.363174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254392 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158913 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93631744.000000 Penalty: 89408.812500
Iteration 170F: 27 clusters Score -9.363174e+07 nChanged 0
Entering ConstructFrom: 
Score: -93631744.000000 Penalty: 89408.812500
Entering ConstructFrom: 
Trying to split cluster 1 (254392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254392 members 
Entering Unmasked Estep 
Score: -23129750.000000 Penalty: 3086.764648
	Iteration 0F: 2 clusters Score -2.312975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127244 members 
Mstep: Class 2 contains 127148 members 
Entering Unmasked Estep 
Score: -22959260.000000 Penalty: 6173.529297
	Iteration 0F: 3 clusters Score -2.295926e+07 nChanged 122817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127569 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -23031906.000000 Penalty: 6173.529297
	Iteration 1F: 3 clusters Score -2.303191e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127465 members 
Mstep: Class 2 contains 126927 members 
Entering Unmasked Estep 
Score: -23033830.000000 Penalty: 6173.529297
	Iteration 2Q: 3 clusters Score -2.303383e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127083 members 
Mstep: Class 2 contains 127309 members 
Entering Unmasked Estep 
Score: -23036324.000000 Penalty: 6173.529297
	Iteration 3Q: 3 clusters Score -2.303632e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126425 members 
Mstep: Class 2 contains 127967 members 
Entering Unmasked Estep 
Score: -23039768.000000 Penalty: 6173.529297
	Iteration 4Q: 3 clusters Score -2.303977e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -23044604.000000 Penalty: 6173.529297
	Iteration 5Q: 3 clusters Score -2.30446e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124155 members 
Mstep: Class 2 contains 130237 members 
Entering Unmasked Estep 
Score: -23051946.000000 Penalty: 6173.529297
	Iteration 6F: 3 clusters Score -2.305195e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122378 members 
Mstep: Class 2 contains 132014 members 
Entering Unmasked Estep 
Score: -23062252.000000 Penalty: 6173.529297
	Iteration 7F: 3 clusters Score -2.306225e+07 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 133553 members 
Entering Unmasked Estep 
Score: -23073404.000000 Penalty: 6173.529297
	Iteration 8F: 3 clusters Score -2.30734e+07 nChanged 14467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 134954 members 
Entering Unmasked Estep 
Score: -23081638.000000 Penalty: 6173.529297
	Iteration 9F: 3 clusters Score -2.308164e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118192 members 
Mstep: Class 2 contains 136200 members 
Entering Unmasked Estep 
Score: -23085474.000000 Penalty: 6173.529297
	Iteration 10Q: 3 clusters Score -2.308547e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116889 members 
Mstep: Class 2 contains 137503 members 
Entering Unmasked Estep 
Score: -23087170.000000 Penalty: 6173.529297
	Iteration 11Q: 3 clusters Score -2.308717e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115474 members 
Mstep: Class 2 contains 138918 members 
Entering Unmasked Estep 
Score: -23088164.000000 Penalty: 6173.529297
	Iteration 12Q: 3 clusters Score -2.308816e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114054 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -23089396.000000 Penalty: 6173.529297
	Iteration 13Q: 3 clusters Score -2.30894e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112664 members 
Mstep: Class 2 contains 141728 members 
Entering Unmasked Estep 
Score: -23090304.000000 Penalty: 6173.529297
	Iteration 14Q: 3 clusters Score -2.30903e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -23091348.000000 Penalty: 6173.529297
	Iteration 15Q: 3 clusters Score -2.309135e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 144593 members 
Entering Unmasked Estep 
Score: -23092586.000000 Penalty: 6173.529297
	Iteration 16Q: 3 clusters Score -2.309259e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 145871 members 
Entering Unmasked Estep 
Score: -23093956.000000 Penalty: 6173.529297
	Iteration 17Q: 3 clusters Score -2.309396e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -23095560.000000 Penalty: 6173.529297
	Iteration 18Q: 3 clusters Score -2.309556e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 148353 members 
Entering Unmasked Estep 
Score: -23097106.000000 Penalty: 6173.529297
	Iteration 19Q: 3 clusters Score -2.309711e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 149422 members 
Entering Unmasked Estep 
Score: -23098684.000000 Penalty: 6173.529297
	Iteration 20F: 3 clusters Score -2.309868e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 150299 members 
Entering Unmasked Estep 
Score: -23100354.000000 Penalty: 6173.529297
	Iteration 21Q: 3 clusters Score -2.310035e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 150936 members 
Entering Unmasked Estep 
Score: -23101896.000000 Penalty: 6173.529297
	Iteration 22Q: 3 clusters Score -2.31019e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -23103618.000000 Penalty: 6173.529297
	Iteration 23Q: 3 clusters Score -2.310362e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -23104926.000000 Penalty: 6173.529297
	Iteration 24Q: 3 clusters Score -2.310493e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 151743 members 
Entering Unmasked Estep 
Score: -23106206.000000 Penalty: 6173.529297
	Iteration 25Q: 3 clusters Score -2.310621e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -23107590.000000 Penalty: 6173.529297
	Iteration 26Q: 3 clusters Score -2.310759e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 151243 members 
Entering Unmasked Estep 
Score: -23108534.000000 Penalty: 6173.529297
	Iteration 27Q: 3 clusters Score -2.310853e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 150897 members 
Entering Unmasked Estep 
Score: -23109358.000000 Penalty: 6173.529297
	Iteration 28Q: 3 clusters Score -2.310936e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 150497 members 
Entering Unmasked Estep 
Score: -23110346.000000 Penalty: 6173.529297
	Iteration 29Q: 3 clusters Score -2.311035e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104295 members 
Mstep: Class 2 contains 150097 members 
Entering Unmasked Estep 
Score: -23110934.000000 Penalty: 6173.529297
	Iteration 30Q: 3 clusters Score -2.311093e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 149625 members 
Entering Unmasked Estep 
Score: -23111540.000000 Penalty: 6173.529297
	Iteration 31Q: 3 clusters Score -2.311154e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105289 members 
Mstep: Class 2 contains 149103 members 
Entering Unmasked Estep 
Score: -23111882.000000 Penalty: 6173.529297
	Iteration 32Q: 3 clusters Score -2.311188e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 148668 members 
Entering Unmasked Estep 
Score: -23112068.000000 Penalty: 6173.529297
	Iteration 33Q: 3 clusters Score -2.311207e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -23111984.000000 Penalty: 6173.529297
	Iteration 34Q: 3 clusters Score -2.311198e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 147822 members 
Entering Unmasked Estep 
Score: -23112196.000000 Penalty: 6173.529297
	Iteration 35Q: 3 clusters Score -2.31122e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106934 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -23112376.000000 Penalty: 6173.529297
	Iteration 36Q: 3 clusters Score -2.311238e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -23112398.000000 Penalty: 6173.529297
	Iteration 37Q: 3 clusters Score -2.31124e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107525 members 
Mstep: Class 2 contains 146867 members 
Entering Unmasked Estep 
Score: -23112462.000000 Penalty: 6173.529297
	Iteration 38Q: 3 clusters Score -2.311246e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -23112606.000000 Penalty: 6173.529297
	Iteration 39Q: 3 clusters Score -2.311261e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 146431 members 
Entering Unmasked Estep 
Score: -23112780.000000 Penalty: 6173.529297
	Iteration 40F: 3 clusters Score -2.311278e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108172 members 
Mstep: Class 2 contains 146220 members 
Entering Unmasked Estep 
Score: -23112914.000000 Penalty: 6173.529297
	Iteration 41Q: 3 clusters Score -2.311291e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -23112958.000000 Penalty: 6173.529297
	Iteration 42Q: 3 clusters Score -2.311296e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -23113048.000000 Penalty: 6173.529297
	Iteration 43Q: 3 clusters Score -2.311305e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 145794 members 
Entering Unmasked Estep 
Score: -23113052.000000 Penalty: 6173.529297
	Iteration 44Q: 3 clusters Score -2.311305e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -23113034.000000 Penalty: 6173.529297
	Iteration 45Q: 3 clusters Score -2.311303e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108772 members 
Mstep: Class 2 contains 145620 members 
Entering Unmasked Estep 
Score: -23113052.000000 Penalty: 6173.529297
	Iteration 46Q: 3 clusters Score -2.311305e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108880 members 
Mstep: Class 2 contains 145512 members 
Entering Unmasked Estep 
Score: -23113004.000000 Penalty: 6173.529297
	Iteration 47Q: 3 clusters Score -2.3113e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -23113092.000000 Penalty: 6173.529297
	Iteration 48Q: 3 clusters Score -2.311309e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
Score: -23113108.000000 Penalty: 6173.529297
	Iteration 49Q: 3 clusters Score -2.311311e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109020 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -23113156.000000 Penalty: 6173.529297
	Iteration 50Q: 3 clusters Score -2.311316e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109051 members 
Mstep: Class 2 contains 145341 members 
Entering Unmasked Estep 
Score: -23113174.000000 Penalty: 6173.529297
	Iteration 51Q: 3 clusters Score -2.311317e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 145338 members 
Entering Unmasked Estep 
Score: -23113186.000000 Penalty: 6173.529297
	Iteration 52Q: 3 clusters Score -2.311319e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 145376 members 
Entering Unmasked Estep 
Score: -23113110.000000 Penalty: 6173.529297
	Iteration 53Q: 3 clusters Score -2.311311e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 145452 members 
Entering Unmasked Estep 
Score: -23113152.000000 Penalty: 6173.529297
	Iteration 54Q: 3 clusters Score -2.311315e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 145568 members 
Entering Unmasked Estep 
Score: -23113168.000000 Penalty: 6173.529297
	Iteration 55Q: 3 clusters Score -2.311317e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -23113208.000000 Penalty: 6173.529297
	Iteration 56Q: 3 clusters Score -2.311321e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 145929 members 
Entering Unmasked Estep 
Score: -23113332.000000 Penalty: 6173.529297
	Iteration 57Q: 3 clusters Score -2.311333e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 146158 members 
Entering Unmasked Estep 
Score: -23113378.000000 Penalty: 6173.529297
	Iteration 58Q: 3 clusters Score -2.311338e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 146413 members 
Entering Unmasked Estep 
Score: -23113440.000000 Penalty: 6173.529297
	Iteration 59Q: 3 clusters Score -2.311344e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 146681 members 
Entering Unmasked Estep 
Score: -23113392.000000 Penalty: 6173.529297
	Iteration 60F: 3 clusters Score -2.311339e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107417 members 
Mstep: Class 2 contains 146975 members 
Entering Unmasked Estep 
Score: -23113510.000000 Penalty: 6173.529297
	Iteration 61Q: 3 clusters Score -2.311351e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -23113516.000000 Penalty: 6173.529297
	Iteration 62Q: 3 clusters Score -2.311352e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106724 members 
Mstep: Class 2 contains 147668 members 
Entering Unmasked Estep 
Score: -23113632.000000 Penalty: 6173.529297
	Iteration 63Q: 3 clusters Score -2.311363e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 148039 members 
Entering Unmasked Estep 
Score: -23113622.000000 Penalty: 6173.529297
	Iteration 64Q: 3 clusters Score -2.311362e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -23113634.000000 Penalty: 6173.529297
	Iteration 65Q: 3 clusters Score -2.311363e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 148857 members 
Entering Unmasked Estep 
Score: -23113602.000000 Penalty: 6173.529297
	Iteration 66Q: 3 clusters Score -2.31136e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 149293 members 
Entering Unmasked Estep 
Score: -23113652.000000 Penalty: 6173.529297
	Iteration 67Q: 3 clusters Score -2.311365e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 149827 members 
Entering Unmasked Estep 
Score: -23113738.000000 Penalty: 6173.529297
	Iteration 68Q: 3 clusters Score -2.311374e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 150457 members 
Entering Unmasked Estep 
Score: -23113846.000000 Penalty: 6173.529297
	Iteration 69Q: 3 clusters Score -2.311385e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 151141 members 
Entering Unmasked Estep 
Score: -23113960.000000 Penalty: 6173.529297
	Iteration 70Q: 3 clusters Score -2.311396e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -23114066.000000 Penalty: 6173.529297
	Iteration 71Q: 3 clusters Score -2.311407e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -23114254.000000 Penalty: 6173.529297
	Iteration 72Q: 3 clusters Score -2.311425e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -23114464.000000 Penalty: 6173.529297
	Iteration 73Q: 3 clusters Score -2.311446e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 154185 members 
Entering Unmasked Estep 
Score: -23114606.000000 Penalty: 6173.529297
	Iteration 74Q: 3 clusters Score -2.311461e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -23114636.000000 Penalty: 6173.529297
	Iteration 75Q: 3 clusters Score -2.311464e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -23114712.000000 Penalty: 6173.529297
	Iteration 76Q: 3 clusters Score -2.311471e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97927 members 
Mstep: Class 2 contains 156465 members 
Entering Unmasked Estep 
Score: -23114772.000000 Penalty: 6173.529297
	Iteration 77Q: 3 clusters Score -2.311477e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 157241 members 
Entering Unmasked Estep 
Score: -23114962.000000 Penalty: 6173.529297
	Iteration 78Q: 3 clusters Score -2.311496e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 158009 members 
Entering Unmasked Estep 
Score: -23115002.000000 Penalty: 6173.529297
	Iteration 79Q: 3 clusters Score -2.3115e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 158809 members 
Entering Unmasked Estep 
Score: -23115026.000000 Penalty: 6173.529297
	Iteration 80F: 3 clusters Score -2.311503e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 159586 members 
Entering Unmasked Estep 
Score: -23115036.000000 Penalty: 6173.529297
	Iteration 81Q: 3 clusters Score -2.311504e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -23115168.000000 Penalty: 6173.529297
	Iteration 82Q: 3 clusters Score -2.311517e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 161168 members 
Entering Unmasked Estep 
Score: -23115240.000000 Penalty: 6173.529297
	Iteration 83Q: 3 clusters Score -2.311524e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 161931 members 
Entering Unmasked Estep 
Score: -23115270.000000 Penalty: 6173.529297
	Iteration 84Q: 3 clusters Score -2.311527e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 162660 members 
Entering Unmasked Estep 
Score: -23115364.000000 Penalty: 6173.529297
	Iteration 85Q: 3 clusters Score -2.311536e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 163398 members 
Entering Unmasked Estep 
Score: -23115464.000000 Penalty: 6173.529297
	Iteration 86Q: 3 clusters Score -2.311546e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -23115470.000000 Penalty: 6173.529297
	Iteration 87Q: 3 clusters Score -2.311547e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Mstep: Class 2 contains 164826 members 
Entering Unmasked Estep 
Score: -23115572.000000 Penalty: 6173.529297
	Iteration 88Q: 3 clusters Score -2.311557e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -23115704.000000 Penalty: 6173.529297
	Iteration 89Q: 3 clusters Score -2.31157e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 166209 members 
Entering Unmasked Estep 
Score: -23115746.000000 Penalty: 6173.529297
	Iteration 90Q: 3 clusters Score -2.311575e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 166881 members 
Entering Unmasked Estep 
Score: -23115764.000000 Penalty: 6173.529297
	Iteration 91Q: 3 clusters Score -2.311576e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 167529 members 
Entering Unmasked Estep 
Score: -23115774.000000 Penalty: 6173.529297
	Iteration 92Q: 3 clusters Score -2.311577e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 168204 members 
Entering Unmasked Estep 
Score: -23115830.000000 Penalty: 6173.529297
	Iteration 93Q: 3 clusters Score -2.311583e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 168897 members 
Entering Unmasked Estep 
Score: -23115870.000000 Penalty: 6173.529297
	Iteration 94Q: 3 clusters Score -2.311587e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 169645 members 
Entering Unmasked Estep 
Score: -23115930.000000 Penalty: 6173.529297
	Iteration 95Q: 3 clusters Score -2.311593e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 170425 members 
Entering Unmasked Estep 
Score: -23116132.000000 Penalty: 6173.529297
	Iteration 96Q: 3 clusters Score -2.311613e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -23116164.000000 Penalty: 6173.529297
	Iteration 97Q: 3 clusters Score -2.311616e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 171904 members 
Entering Unmasked Estep 
Score: -23116186.000000 Penalty: 6173.529297
	Iteration 98Q: 3 clusters Score -2.311619e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 172606 members 
Entering Unmasked Estep 
Score: -23116198.000000 Penalty: 6173.529297
	Iteration 99Q: 3 clusters Score -2.31162e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -23116274.000000 Penalty: 6173.529297
	Iteration 100F: 3 clusters Score -2.311627e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 174116 members 
Entering Unmasked Estep 
Score: -23116336.000000 Penalty: 6173.529297
	Iteration 101Q: 3 clusters Score -2.311634e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 174850 members 
Entering Unmasked Estep 
Score: -23116386.000000 Penalty: 6173.529297
	Iteration 102Q: 3 clusters Score -2.311639e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -23116446.000000 Penalty: 6173.529297
	Iteration 103Q: 3 clusters Score -2.311645e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 176277 members 
Entering Unmasked Estep 
Score: -23116498.000000 Penalty: 6173.529297
	Iteration 104Q: 3 clusters Score -2.31165e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 176989 members 
Entering Unmasked Estep 
Score: -23116492.000000 Penalty: 6173.529297
	Iteration 105Q: 3 clusters Score -2.311649e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 177662 members 
Entering Unmasked Estep 
Score: -23116494.000000 Penalty: 6173.529297
	Iteration 106Q: 3 clusters Score -2.311649e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 178343 members 
Entering Unmasked Estep 
Score: -23116512.000000 Penalty: 6173.529297
	Iteration 107Q: 3 clusters Score -2.311651e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 179028 members 
Entering Unmasked Estep 
Score: -23116532.000000 Penalty: 6173.529297
	Iteration 108Q: 3 clusters Score -2.311653e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 179707 members 
Entering Unmasked Estep 
Score: -23116684.000000 Penalty: 6173.529297
	Iteration 109Q: 3 clusters Score -2.311668e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 180406 members 
Entering Unmasked Estep 
Score: -23116730.000000 Penalty: 6173.529297
	Iteration 110Q: 3 clusters Score -2.311673e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 181091 members 
Entering Unmasked Estep 
Score: -23116852.000000 Penalty: 6173.529297
	Iteration 111Q: 3 clusters Score -2.311685e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 181794 members 
Entering Unmasked Estep 
Score: -23116820.000000 Penalty: 6173.529297
	Iteration 112Q: 3 clusters Score -2.311682e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 182496 members 
Entering Unmasked Estep 
Score: -23116828.000000 Penalty: 6173.529297
	Iteration 113Q: 3 clusters Score -2.311683e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 183189 members 
Entering Unmasked Estep 
Score: -23116824.000000 Penalty: 6173.529297
	Iteration 114Q: 3 clusters Score -2.311682e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 183885 members 
Entering Unmasked Estep 
Score: -23116840.000000 Penalty: 6173.529297
	Iteration 115Q: 3 clusters Score -2.311684e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 184605 members 
Entering Unmasked Estep 
Score: -23116986.000000 Penalty: 6173.529297
	Iteration 116Q: 3 clusters Score -2.311699e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 185341 members 
Entering Unmasked Estep 
Score: -23116980.000000 Penalty: 6173.529297
	Iteration 117Q: 3 clusters Score -2.311698e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 186099 members 
Entering Unmasked Estep 
Score: -23117058.000000 Penalty: 6173.529297
	Iteration 118Q: 3 clusters Score -2.311706e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 186839 members 
Entering Unmasked Estep 
Score: -23117066.000000 Penalty: 6173.529297
	Iteration 119Q: 3 clusters Score -2.311707e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 187539 members 
Entering Unmasked Estep 
Score: -23117132.000000 Penalty: 6173.529297
	Iteration 120F: 3 clusters Score -2.311713e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 188266 members 
Entering Unmasked Estep 
Score: -23117150.000000 Penalty: 6173.529297
	Iteration 121Q: 3 clusters Score -2.311715e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 188992 members 
Entering Unmasked Estep 
Score: -23117222.000000 Penalty: 6173.529297
	Iteration 122Q: 3 clusters Score -2.311722e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 189701 members 
Entering Unmasked Estep 
Score: -23117338.000000 Penalty: 6173.529297
	Iteration 123Q: 3 clusters Score -2.311734e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 190414 members 
Entering Unmasked Estep 
Score: -23117450.000000 Penalty: 6173.529297
	Iteration 124Q: 3 clusters Score -2.311745e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 191138 members 
Entering Unmasked Estep 
Score: -23117572.000000 Penalty: 6173.529297
	Iteration 125Q: 3 clusters Score -2.311757e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 191868 members 
Entering Unmasked Estep 
Score: -23117656.000000 Penalty: 6173.529297
	Iteration 126Q: 3 clusters Score -2.311766e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 192565 members 
Entering Unmasked Estep 
Score: -23117800.000000 Penalty: 6173.529297
	Iteration 127Q: 3 clusters Score -2.31178e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 193251 members 
Entering Unmasked Estep 
Score: -23117798.000000 Penalty: 6173.529297
	Iteration 128Q: 3 clusters Score -2.31178e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 193948 members 
Entering Unmasked Estep 
Score: -23117770.000000 Penalty: 6173.529297
	Iteration 129Q: 3 clusters Score -2.311777e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 194676 members 
Entering Unmasked Estep 
Score: -23117826.000000 Penalty: 6173.529297
	Iteration 130Q: 3 clusters Score -2.311783e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 195448 members 
Entering Unmasked Estep 
Score: -23117916.000000 Penalty: 6173.529297
	Iteration 131Q: 3 clusters Score -2.311792e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 196202 members 
Entering Unmasked Estep 
Score: -23117990.000000 Penalty: 6173.529297
	Iteration 132Q: 3 clusters Score -2.311799e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 196926 members 
Entering Unmasked Estep 
Score: -23117990.000000 Penalty: 6173.529297
	Iteration 133Q: 3 clusters Score -2.311799e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 197645 members 
Entering Unmasked Estep 
Score: -23117984.000000 Penalty: 6173.529297
	Iteration 134Q: 3 clusters Score -2.311798e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 198399 members 
Entering Unmasked Estep 
Score: -23118058.000000 Penalty: 6173.529297
	Iteration 135Q: 3 clusters Score -2.311806e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 199174 members 
Entering Unmasked Estep 
Score: -23118112.000000 Penalty: 6173.529297
	Iteration 136Q: 3 clusters Score -2.311811e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 199945 members 
Entering Unmasked Estep 
Score: -23118118.000000 Penalty: 6173.529297
	Iteration 137Q: 3 clusters Score -2.311812e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 200695 members 
Entering Unmasked Estep 
Score: -23118230.000000 Penalty: 6173.529297
	Iteration 138Q: 3 clusters Score -2.311823e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 201415 members 
Entering Unmasked Estep 
Score: -23118288.000000 Penalty: 6173.529297
	Iteration 139Q: 3 clusters Score -2.311829e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 202093 members 
Entering Unmasked Estep 
Score: -23118336.000000 Penalty: 6173.529297
	Iteration 140F: 3 clusters Score -2.311834e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 202750 members 
Entering Unmasked Estep 
Score: -23118368.000000 Penalty: 6173.529297
	Iteration 141Q: 3 clusters Score -2.311837e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 203447 members 
Entering Unmasked Estep 
Score: -23118310.000000 Penalty: 6173.529297
	Iteration 142Q: 3 clusters Score -2.311831e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 204167 members 
Entering Unmasked Estep 
Score: -23118436.000000 Penalty: 6173.529297
	Iteration 143Q: 3 clusters Score -2.311844e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 204892 members 
Entering Unmasked Estep 
Score: -23118458.000000 Penalty: 6173.529297
	Iteration 144Q: 3 clusters Score -2.311846e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 205604 members 
Entering Unmasked Estep 
Score: -23118544.000000 Penalty: 6173.529297
	Iteration 145Q: 3 clusters Score -2.311854e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 206324 members 
Entering Unmasked Estep 
Score: -23118726.000000 Penalty: 6173.529297
	Iteration 146Q: 3 clusters Score -2.311873e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 207033 members 
Entering Unmasked Estep 
Score: -23118718.000000 Penalty: 6173.529297
	Iteration 147Q: 3 clusters Score -2.311872e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 207707 members 
Entering Unmasked Estep 
Score: -23118698.000000 Penalty: 6173.529297
	Iteration 148Q: 3 clusters Score -2.31187e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 208370 members 
Entering Unmasked Estep 
Score: -23118798.000000 Penalty: 6173.529297
	Iteration 149Q: 3 clusters Score -2.31188e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 209077 members 
Entering Unmasked Estep 
Score: -23118852.000000 Penalty: 6173.529297
	Iteration 150Q: 3 clusters Score -2.311885e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 209768 members 
Entering Unmasked Estep 
Score: -23118874.000000 Penalty: 6173.529297
	Iteration 151Q: 3 clusters Score -2.311887e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 210501 members 
Entering Unmasked Estep 
Score: -23118944.000000 Penalty: 6173.529297
	Iteration 152Q: 3 clusters Score -2.311894e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 211301 members 
Entering Unmasked Estep 
Score: -23119010.000000 Penalty: 6173.529297
	Iteration 153Q: 3 clusters Score -2.311901e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 212142 members 
Entering Unmasked Estep 
Score: -23119130.000000 Penalty: 6173.529297
	Iteration 154Q: 3 clusters Score -2.311913e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 213027 members 
Entering Unmasked Estep 
Score: -23119190.000000 Penalty: 6173.529297
	Iteration 155Q: 3 clusters Score -2.311919e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 213896 members 
Entering Unmasked Estep 
Score: -23119330.000000 Penalty: 6173.529297
	Iteration 156Q: 3 clusters Score -2.311933e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 214814 members 
Entering Unmasked Estep 
Score: -23119432.000000 Penalty: 6173.529297
	Iteration 157Q: 3 clusters Score -2.311943e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 215697 members 
Entering Unmasked Estep 
Score: -23119432.000000 Penalty: 6173.529297
	Iteration 158Q: 3 clusters Score -2.311943e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 216562 members 
Entering Unmasked Estep 
Score: -23119454.000000 Penalty: 6173.529297
	Iteration 159Q: 3 clusters Score -2.311945e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 217426 members 
Entering Unmasked Estep 
Score: -23119600.000000 Penalty: 6173.529297
	Iteration 160F: 3 clusters Score -2.31196e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 218364 members 
Entering Unmasked Estep 
Score: -23119634.000000 Penalty: 6173.529297
	Iteration 161Q: 3 clusters Score -2.311963e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 219311 members 
Entering Unmasked Estep 
Score: -23119760.000000 Penalty: 6173.529297
	Iteration 162Q: 3 clusters Score -2.311976e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 220318 members 
Entering Unmasked Estep 
Score: -23119860.000000 Penalty: 6173.529297
	Iteration 163Q: 3 clusters Score -2.311986e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 221403 members 
Entering Unmasked Estep 
Score: -23120018.000000 Penalty: 6173.529297
	Iteration 164Q: 3 clusters Score -2.312002e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 222498 members 
Entering Unmasked Estep 
Score: -23120160.000000 Penalty: 6173.529297
	Iteration 165Q: 3 clusters Score -2.312016e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 223587 members 
Entering Unmasked Estep 
Score: -23120274.000000 Penalty: 6173.529297
	Iteration 166Q: 3 clusters Score -2.312027e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 224693 members 
Entering Unmasked Estep 
Score: -23120478.000000 Penalty: 6173.529297
	Iteration 167Q: 3 clusters Score -2.312048e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 225792 members 
Entering Unmasked Estep 
Score: -23120566.000000 Penalty: 6173.529297
	Iteration 168Q: 3 clusters Score -2.312057e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 226918 members 
Entering Unmasked Estep 
Score: -23120634.000000 Penalty: 6173.529297
	Iteration 169Q: 3 clusters Score -2.312063e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 228065 members 
Entering Unmasked Estep 
Score: -23120894.000000 Penalty: 6173.529297
	Iteration 170Q: 3 clusters Score -2.312089e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 229232 members 
Entering Unmasked Estep 
Score: -23121088.000000 Penalty: 6173.529297
	Iteration 171Q: 3 clusters Score -2.312109e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 230401 members 
Entering Unmasked Estep 
Score: -23121314.000000 Penalty: 6173.529297
	Iteration 172Q: 3 clusters Score -2.312131e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 231627 members 
Entering Unmasked Estep 
Score: -23121504.000000 Penalty: 6173.529297
	Iteration 173Q: 3 clusters Score -2.31215e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 232918 members 
Entering Unmasked Estep 
Score: -23121750.000000 Penalty: 6173.529297
	Iteration 174Q: 3 clusters Score -2.312175e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 234228 members 
Entering Unmasked Estep 
Score: -23121956.000000 Penalty: 6173.529297
	Iteration 175Q: 3 clusters Score -2.312196e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 235550 members 
Entering Unmasked Estep 
Score: -23122354.000000 Penalty: 6173.529297
	Iteration 176Q: 3 clusters Score -2.312235e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 236870 members 
Entering Unmasked Estep 
Score: -23122688.000000 Penalty: 6173.529297
	Iteration 177Q: 3 clusters Score -2.312269e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 238160 members 
Entering Unmasked Estep 
Score: -23122954.000000 Penalty: 6173.529297
	Iteration 178Q: 3 clusters Score -2.312295e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 239485 members 
Entering Unmasked Estep 
Score: -23123282.000000 Penalty: 6173.529297
	Iteration 179Q: 3 clusters Score -2.312328e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 240753 members 
Entering Unmasked Estep 
Score: -23123608.000000 Penalty: 6173.529297
	Iteration 180F: 3 clusters Score -2.312361e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 241953 members 
Entering Unmasked Estep 
Score: -23123990.000000 Penalty: 6173.529297
	Iteration 181Q: 3 clusters Score -2.312399e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 243099 members 
Entering Unmasked Estep 
Score: -23124326.000000 Penalty: 6173.529297
	Iteration 182Q: 3 clusters Score -2.312433e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 244188 members 
Entering Unmasked Estep 
Score: -23124662.000000 Penalty: 6173.529297
	Iteration 183Q: 3 clusters Score -2.312466e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 245225 members 
Entering Unmasked Estep 
Score: -23124926.000000 Penalty: 6173.529297
	Iteration 184Q: 3 clusters Score -2.312493e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 246218 members 
Entering Unmasked Estep 
Score: -23125204.000000 Penalty: 6173.529297
	Iteration 185Q: 3 clusters Score -2.31252e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 247108 members 
Entering Unmasked Estep 
Score: -23125602.000000 Penalty: 6173.529297
	Iteration 186Q: 3 clusters Score -2.31256e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 247903 members 
Entering Unmasked Estep 
Score: -23125872.000000 Penalty: 6173.529297
	Iteration 187Q: 3 clusters Score -2.312587e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 248568 members 
Entering Unmasked Estep 
Score: -23126104.000000 Penalty: 6173.529297
	Iteration 188Q: 3 clusters Score -2.31261e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 249141 members 
Entering Unmasked Estep 
Score: -23126338.000000 Penalty: 6173.529297
	Iteration 189Q: 3 clusters Score -2.312634e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 249623 members 
Entering Unmasked Estep 
Score: -23126460.000000 Penalty: 6173.529297
	Iteration 190Q: 3 clusters Score -2.312646e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 250013 members 
Entering Unmasked Estep 
Score: -23126616.000000 Penalty: 6173.529297
	Iteration 191Q: 3 clusters Score -2.312662e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 250356 members 
Entering Unmasked Estep 
Score: -23126726.000000 Penalty: 6173.529297
	Iteration 192Q: 3 clusters Score -2.312673e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 250626 members 
Entering Unmasked Estep 
Score: -23126790.000000 Penalty: 6173.529297
	Iteration 193Q: 3 clusters Score -2.312679e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 250841 members 
Entering Unmasked Estep 
Score: -23126930.000000 Penalty: 6173.529297
	Iteration 194Q: 3 clusters Score -2.312693e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 251040 members 
Entering Unmasked Estep 
Score: -23127002.000000 Penalty: 6173.529297
	Iteration 195Q: 3 clusters Score -2.3127e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 251204 members 
Entering Unmasked Estep 
Score: -23127082.000000 Penalty: 6173.529297
	Iteration 196Q: 3 clusters Score -2.312708e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 251345 members 
Entering Unmasked Estep 
Score: -23127166.000000 Penalty: 6173.529297
	Iteration 197Q: 3 clusters Score -2.312717e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 251449 members 
Entering Unmasked Estep 
Score: -23127192.000000 Penalty: 6173.529297
	Iteration 198Q: 3 clusters Score -2.312719e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 251543 members 
Entering Unmasked Estep 
Score: -23127206.000000 Penalty: 6173.529297
	Iteration 199Q: 3 clusters Score -2.312721e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 251627 members 
Entering Unmasked Estep 
Score: -23127240.000000 Penalty: 6173.529297
	Iteration 200F: 3 clusters Score -2.312724e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 251710 members 
Entering Unmasked Estep 
Score: -23127264.000000 Penalty: 6173.529297
	Iteration 201Q: 3 clusters Score -2.312726e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 251766 members 
Entering Unmasked Estep 
Score: -23127262.000000 Penalty: 6173.529297
	Iteration 202Q: 3 clusters Score -2.312726e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 251802 members 
Entering Unmasked Estep 
Score: -23127302.000000 Penalty: 6173.529297
	Iteration 203Q: 3 clusters Score -2.31273e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 251837 members 
Entering Unmasked Estep 
Score: -23127284.000000 Penalty: 6173.529297
	Iteration 204Q: 3 clusters Score -2.312728e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 251862 members 
Entering Unmasked Estep 
Score: -23127312.000000 Penalty: 6173.529297
	Iteration 205Q: 3 clusters Score -2.312731e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 251897 members 
Entering Unmasked Estep 
Score: -23127322.000000 Penalty: 6173.529297
	Iteration 206Q: 3 clusters Score -2.312732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 251923 members 
Entering Unmasked Estep 
Score: -23127310.000000 Penalty: 6173.529297
	Iteration 207Q: 3 clusters Score -2.312731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 251940 members 
Entering Unmasked Estep 
Score: -23127310.000000 Penalty: 6173.529297
	Iteration 208Q: 3 clusters Score -2.312731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 251955 members 
Entering Unmasked Estep 
Score: -23127336.000000 Penalty: 6173.529297
	Iteration 209Q: 3 clusters Score -2.312734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 251979 members 
Entering Unmasked Estep 
Score: -23127354.000000 Penalty: 6173.529297
	Iteration 210Q: 3 clusters Score -2.312735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 251998 members 
Entering Unmasked Estep 
Score: -23127356.000000 Penalty: 6173.529297
	Iteration 211Q: 3 clusters Score -2.312736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 252008 members 
Entering Unmasked Estep 
Score: -23127354.000000 Penalty: 6173.529297
	Iteration 212Q: 3 clusters Score -2.312735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 252027 members 
Entering Unmasked Estep 
Score: -23127332.000000 Penalty: 6173.529297
	Iteration 213Q: 3 clusters Score -2.312733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 252040 members 
Entering Unmasked Estep 
Score: -23127352.000000 Penalty: 6173.529297
	Iteration 214Q: 3 clusters Score -2.312735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 252049 members 
Entering Unmasked Estep 
Score: -23127362.000000 Penalty: 6173.529297
	Iteration 215Q: 3 clusters Score -2.312736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 252054 members 
Entering Unmasked Estep 
Score: -23127364.000000 Penalty: 6173.529297
	Iteration 216Q: 3 clusters Score -2.312736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 252057 members 
Entering Unmasked Estep 
Score: -23127350.000000 Penalty: 6173.529297
	Iteration 217Q: 3 clusters Score -2.312735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 252066 members 
Entering Unmasked Estep 
Score: -23127364.000000 Penalty: 6173.529297
	Iteration 218Q: 3 clusters Score -2.312736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 252077 members 
Entering Unmasked Estep 
Score: -23127362.000000 Penalty: 6173.529297
	Iteration 219Q: 3 clusters Score -2.312736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 252080 members 
Entering Unmasked Estep 
Score: -23127368.000000 Penalty: 6173.529297
	Iteration 220F: 3 clusters Score -2.312737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 252083 members 
Entering Unmasked Estep 
Score: -23127366.000000 Penalty: 6173.529297
	Iteration 221Q: 3 clusters Score -2.312737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 252086 members 
Entering Unmasked Estep 
Score: -23127358.000000 Penalty: 6173.529297
	Iteration 222Q: 3 clusters Score -2.312736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 252088 members 
Entering Unmasked Estep 
Score: -23127370.000000 Penalty: 6173.529297
	Iteration 223Q: 3 clusters Score -2.312737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 252089 members 
Entering Unmasked Estep 
Score: -23127360.000000 Penalty: 6173.529297
	Iteration 224Q: 3 clusters Score -2.312736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 252092 members 
Entering Unmasked Estep 
Score: -23127364.000000 Penalty: 6173.529297
	Iteration 225Q: 3 clusters Score -2.312736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 252093 members 
Entering Unmasked Estep 
Score: -23127366.000000 Penalty: 6173.529297
	Iteration 226Q: 3 clusters Score -2.312737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 252095 members 
Entering Unmasked Estep 
Score: -23127374.000000 Penalty: 6173.529297
	Iteration 227Q: 3 clusters Score -2.312737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 252099 members 
Entering Unmasked Estep 
Score: -23127370.000000 Penalty: 6173.529297
	Iteration 228Q: 3 clusters Score -2.312737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 252103 members 
Entering Unmasked Estep 
Score: -23127366.000000 Penalty: 6173.529297
	Iteration 229Q: 3 clusters Score -2.312737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 252106 members 
Entering Unmasked Estep 
Score: -23127364.000000 Penalty: 6173.529297
	Iteration 230Q: 3 clusters Score -2.312736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 252110 members 
Entering Unmasked Estep 
Score: -23127376.000000 Penalty: 6173.529297
	Iteration 231Q: 3 clusters Score -2.312738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 252116 members 
Entering Unmasked Estep 
Score: -23127368.000000 Penalty: 6173.529297
	Iteration 232Q: 3 clusters Score -2.312737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 252123 members 
Entering Unmasked Estep 
Score: -23127370.000000 Penalty: 6173.529297
	Iteration 233Q: 3 clusters Score -2.312737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 252131 members 
Entering Unmasked Estep 
Score: -23127364.000000 Penalty: 6173.529297
	Iteration 234Q: 3 clusters Score -2.312736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 252135 members 
Entering Unmasked Estep 
Score: -23127370.000000 Penalty: 6173.529297
	Iteration 235Q: 3 clusters Score -2.312737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 252143 members 
Entering Unmasked Estep 
Score: -23127358.000000 Penalty: 6173.529297
	Iteration 236Q: 3 clusters Score -2.312736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 252150 members 
Entering Unmasked Estep 
Score: -23127368.000000 Penalty: 6173.529297
	Iteration 237Q: 3 clusters Score -2.312737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 252157 members 
Entering Unmasked Estep 
Score: -23127358.000000 Penalty: 6173.529297
	Iteration 238Q: 3 clusters Score -2.312736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 252161 members 
Entering Unmasked Estep 
Score: -23127364.000000 Penalty: 6173.529297
	Iteration 239Q: 3 clusters Score -2.312736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 252166 members 
Entering Unmasked Estep 
Score: -23127346.000000 Penalty: 6173.529297
	Iteration 240F: 3 clusters Score -2.312735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 252170 members 
Entering Unmasked Estep 
Score: -23127324.000000 Penalty: 6173.529297
	Iteration 241Q: 3 clusters Score -2.312732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 252172 members 
Entering Unmasked Estep 
Score: -23127336.000000 Penalty: 6173.529297
	Iteration 242Q: 3 clusters Score -2.312734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 252174 members 
Entering Unmasked Estep 
Score: -23127348.000000 Penalty: 6173.529297
	Iteration 243Q: 3 clusters Score -2.312735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 252176 members 
Entering Unmasked Estep 
Score: -23127344.000000 Penalty: 6173.529297
	Iteration 244Q: 3 clusters Score -2.312734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 252175 members 
Entering Unmasked Estep 
Score: -23127354.000000 Penalty: 6173.529297
	Iteration 245Q: 3 clusters Score -2.312735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 252175 members 
Entering Unmasked Estep 
Score: -23127354.000000 Penalty: 6173.529297
	Iteration 246F: 3 clusters Score -2.312735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -44723.656250 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -44723.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43160.863281 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -43160.86 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43420.187500 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -43420.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43553.085938 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -43553.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43748.765625 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -43748.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43992.621094 Penalty: 3163.699219
	Iteration 4F: 3 clusters Score -43992.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44201.699219 Penalty: 3163.699219
	Iteration 5F: 3 clusters Score -44201.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44287.039062 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -44287.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44334.859375 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -44334.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44367.921875 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -44367.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44386.875000 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -44386.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44398.128906 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -44398.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44406.433594 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -44406.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44410.304688 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -44410.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44417.417969 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -44417.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44419.878906 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -44419.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44423.308594 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -44423.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44423.746094 Penalty: 3163.699219
	Iteration 16F: 3 clusters Score -44423.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44426.699219 Penalty: 3163.699219
	Iteration 17Q: 3 clusters Score -44426.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44426.699219 Penalty: 3163.699219
	Iteration 18F: 3 clusters Score -44426.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Entering Unmasked Estep 
Score: -1172801.875000 Penalty: 2359.177490
	Iteration 0F: 2 clusters Score -1172802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1162872.875000 Penalty: 4718.354980
	Iteration 0F: 3 clusters Score -1162873 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1165928.500000 Penalty: 4718.354980
	Iteration 1F: 3 clusters Score -1165928 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1166429.500000 Penalty: 4718.354980
	Iteration 2F: 3 clusters Score -1166430 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1167040.875000 Penalty: 4718.354980
	Iteration 3F: 3 clusters Score -1167041 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1167811.500000 Penalty: 4718.354980
	Iteration 4F: 3 clusters Score -1167812 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1168750.875000 Penalty: 4718.354980
	Iteration 5F: 3 clusters Score -1168751 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1169616.875000 Penalty: 4718.354980
	Iteration 6F: 3 clusters Score -1169617 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1170368.125000 Penalty: 4718.354980
	Iteration 7F: 3 clusters Score -1170368 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1170923.375000 Penalty: 4718.354980
	Iteration 8F: 3 clusters Score -1170923 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1171253.375000 Penalty: 4718.354980
	Iteration 9Q: 3 clusters Score -1171253 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1171408.375000 Penalty: 4718.354980
	Iteration 10Q: 3 clusters Score -1171408 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1171501.250000 Penalty: 4718.354980
	Iteration 11Q: 3 clusters Score -1171501 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1171564.250000 Penalty: 4718.354980
	Iteration 12Q: 3 clusters Score -1171564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1171615.125000 Penalty: 4718.354980
	Iteration 13Q: 3 clusters Score -1171615 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1171649.125000 Penalty: 4718.354980
	Iteration 14Q: 3 clusters Score -1171649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1171671.875000 Penalty: 4718.354980
	Iteration 15Q: 3 clusters Score -1171672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1171692.250000 Penalty: 4718.354980
	Iteration 16Q: 3 clusters Score -1171692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1171708.000000 Penalty: 4718.354980
	Iteration 17Q: 3 clusters Score -1171708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1171725.875000 Penalty: 4718.354980
	Iteration 18Q: 3 clusters Score -1171726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1171741.125000 Penalty: 4718.354980
	Iteration 19Q: 3 clusters Score -1171741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1171754.250000 Penalty: 4718.354980
	Iteration 20F: 3 clusters Score -1171754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1171764.750000 Penalty: 4718.354980
	Iteration 21Q: 3 clusters Score -1171765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1171771.500000 Penalty: 4718.354980
	Iteration 22Q: 3 clusters Score -1171772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1171781.875000 Penalty: 4718.354980
	Iteration 23Q: 3 clusters Score -1171782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1171790.750000 Penalty: 4718.354980
	Iteration 24Q: 3 clusters Score -1171791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1171795.500000 Penalty: 4718.354980
	Iteration 25Q: 3 clusters Score -1171796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1171802.250000 Penalty: 4718.354980
	Iteration 26Q: 3 clusters Score -1171802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1171806.000000 Penalty: 4718.354980
	Iteration 27Q: 3 clusters Score -1171806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1171810.250000 Penalty: 4718.354980
	Iteration 28Q: 3 clusters Score -1171810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1171818.250000 Penalty: 4718.354980
	Iteration 29Q: 3 clusters Score -1171818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1171822.875000 Penalty: 4718.354980
	Iteration 30Q: 3 clusters Score -1171823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1171827.125000 Penalty: 4718.354980
	Iteration 31Q: 3 clusters Score -1171827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1171834.500000 Penalty: 4718.354980
	Iteration 32Q: 3 clusters Score -1171834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1171842.000000 Penalty: 4718.354980
	Iteration 33Q: 3 clusters Score -1171842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1171841.750000 Penalty: 4718.354980
	Iteration 34Q: 3 clusters Score -1171842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1171840.875000 Penalty: 4718.354980
	Iteration 35Q: 3 clusters Score -1171841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1171846.125000 Penalty: 4718.354980
	Iteration 36Q: 3 clusters Score -1171846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1171853.500000 Penalty: 4718.354980
	Iteration 37Q: 3 clusters Score -1171854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1171855.250000 Penalty: 4718.354980
	Iteration 38Q: 3 clusters Score -1171855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1171859.625000 Penalty: 4718.354980
	Iteration 39Q: 3 clusters Score -1171860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1171865.875000 Penalty: 4718.354980
	Iteration 40F: 3 clusters Score -1171866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1171867.875000 Penalty: 4718.354980
	Iteration 41Q: 3 clusters Score -1171868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1171869.500000 Penalty: 4718.354980
	Iteration 42Q: 3 clusters Score -1171870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1171869.625000 Penalty: 4718.354980
	Iteration 43Q: 3 clusters Score -1171870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1171870.875000 Penalty: 4718.354980
	Iteration 44Q: 3 clusters Score -1171871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1171869.125000 Penalty: 4718.354980
	Iteration 45Q: 3 clusters Score -1171869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1171869.250000 Penalty: 4718.354980
	Iteration 46Q: 3 clusters Score -1171869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1171871.000000 Penalty: 4718.354980
	Iteration 47Q: 3 clusters Score -1171871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1171867.875000 Penalty: 4718.354980
	Iteration 48Q: 3 clusters Score -1171868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1171868.375000 Penalty: 4718.354980
	Iteration 49Q: 3 clusters Score -1171868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1171868.375000 Penalty: 4718.354980
	Iteration 50F: 3 clusters Score -1171868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -118954.796875 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -118954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -116741.281250 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -116741.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -117164.226562 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -117164.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -117335.429688 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -117335.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117430.554688 Penalty: 3604.346436
	Iteration 3Q: 3 clusters Score -117430.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -117517.742188 Penalty: 3604.346436
	Iteration 4Q: 3 clusters Score -117517.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117602.007812 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -117602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -117691.476562 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -117691.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117761.281250 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -117761.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117844.156250 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -117844.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -117986.328125 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -117986.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -118413.703125 Penalty: 3604.346436
	Iteration 10F: 3 clusters Score -118413.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -118898.203125 Penalty: 3604.346436
	Iteration 11F: 3 clusters Score -118898.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -119092.945312 Penalty: 3604.346436
	Iteration 12F: 3 clusters Score -119092.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -119189.710938 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -119189.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -119262.218750 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -119262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -119299.734375 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -119299.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -119313.945312 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -119313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -119326.046875 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -119326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119329.539062 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -119329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119329.539062 Penalty: 3604.346436
	Iteration 19F: 3 clusters Score -119329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254392 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158913 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 1024 members 
Entering Unmasked Estep 
Score: -93630232.000000 Penalty: 92847.609375
Splitting cluster 4 changes total score from -93631744.000000 to -93630232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -314093.937500 Penalty: 2024.304077
	Iteration 0F: 2 clusters Score -314093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -310559.125000 Penalty: 4048.608154
	Iteration 0F: 3 clusters Score -310559.1 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -311439.906250 Penalty: 4048.608154
	Iteration 1F: 3 clusters Score -311439.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -311673.906250 Penalty: 4048.608154
	Iteration 2F: 3 clusters Score -311673.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -311850.750000 Penalty: 4048.608154
	Iteration 3F: 3 clusters Score -311850.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -311978.875000 Penalty: 4048.608154
	Iteration 4Q: 3 clusters Score -311978.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -312087.968750 Penalty: 4048.608154
	Iteration 5Q: 3 clusters Score -312088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -312187.281250 Penalty: 4048.608154
	Iteration 6Q: 3 clusters Score -312187.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -312293.187500 Penalty: 4048.608154
	Iteration 7Q: 3 clusters Score -312293.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -312377.156250 Penalty: 4048.608154
	Iteration 8Q: 3 clusters Score -312377.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -312459.406250 Penalty: 4048.608154
	Iteration 9Q: 3 clusters Score -312459.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -312522.781250 Penalty: 4048.608154
	Iteration 10Q: 3 clusters Score -312522.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -312608.593750 Penalty: 4048.608154
	Iteration 11Q: 3 clusters Score -312608.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -312674.437500 Penalty: 4048.608154
	Iteration 12Q: 3 clusters Score -312674.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -312715.562500 Penalty: 4048.608154
	Iteration 13Q: 3 clusters Score -312715.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -312749.156250 Penalty: 4048.608154
	Iteration 14Q: 3 clusters Score -312749.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -312778.781250 Penalty: 4048.608154
	Iteration 15Q: 3 clusters Score -312778.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -312799.312500 Penalty: 4048.608154
	Iteration 16Q: 3 clusters Score -312799.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -312810.562500 Penalty: 4048.608154
	Iteration 17Q: 3 clusters Score -312810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -312822.500000 Penalty: 4048.608154
	Iteration 18Q: 3 clusters Score -312822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -312827.343750 Penalty: 4048.608154
	Iteration 19Q: 3 clusters Score -312827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -312833.031250 Penalty: 4048.608154
	Iteration 20F: 3 clusters Score -312833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -312837.312500 Penalty: 4048.608154
	Iteration 21Q: 3 clusters Score -312837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -312841.750000 Penalty: 4048.608154
	Iteration 22Q: 3 clusters Score -312841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -312846.218750 Penalty: 4048.608154
	Iteration 23Q: 3 clusters Score -312846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -312850.125000 Penalty: 4048.608154
	Iteration 24Q: 3 clusters Score -312850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -312854.125000 Penalty: 4048.608154
	Iteration 25Q: 3 clusters Score -312854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -312855.156250 Penalty: 4048.608154
	Iteration 26Q: 3 clusters Score -312855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -312856.406250 Penalty: 4048.608154
	Iteration 27Q: 3 clusters Score -312856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -312857.937500 Penalty: 4048.608154
	Iteration 28Q: 3 clusters Score -312857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -312859.593750 Penalty: 4048.608154
	Iteration 29Q: 3 clusters Score -312859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -312859.593750 Penalty: 4048.608154
	Iteration 30F: 3 clusters Score -312859.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -16676.044922 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -16676.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15593.537109 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -15593.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15690.176758 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -15690.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15737.372070 Penalty: 2718.396973
	Iteration 2Q: 3 clusters Score -15737.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15740.057617 Penalty: 2718.396973
	Iteration 3F: 3 clusters Score -15740.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15770.683594 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -15770.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15775.698242 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -15775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15779.666016 Penalty: 2718.396973
	Iteration 6Q: 3 clusters Score -15779.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15779.666016 Penalty: 2718.396973
	Iteration 7F: 3 clusters Score -15779.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Entering Unmasked Estep 
Score: -722195.937500 Penalty: 2244.296875
	Iteration 0F: 2 clusters Score -722195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -715561.000000 Penalty: 4488.593750
	Iteration 0F: 3 clusters Score -715561 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -717511.500000 Penalty: 4488.593750
	Iteration 1F: 3 clusters Score -717511.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -717932.187500 Penalty: 4488.593750
	Iteration 2F: 3 clusters Score -717932.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -718249.375000 Penalty: 4488.593750
	Iteration 3F: 3 clusters Score -718249.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -718532.250000 Penalty: 4488.593750
	Iteration 4F: 3 clusters Score -718532.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -718783.562500 Penalty: 4488.593750
	Iteration 5Q: 3 clusters Score -718783.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -718997.625000 Penalty: 4488.593750
	Iteration 6Q: 3 clusters Score -718997.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -719148.062500 Penalty: 4488.593750
	Iteration 7Q: 3 clusters Score -719148.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -719279.937500 Penalty: 4488.593750
	Iteration 8Q: 3 clusters Score -719279.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -719383.000000 Penalty: 4488.593750
	Iteration 9Q: 3 clusters Score -719383 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -719464.875000 Penalty: 4488.593750
	Iteration 10Q: 3 clusters Score -719464.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -719529.812500 Penalty: 4488.593750
	Iteration 11Q: 3 clusters Score -719529.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -719582.500000 Penalty: 4488.593750
	Iteration 12Q: 3 clusters Score -719582.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -719621.812500 Penalty: 4488.593750
	Iteration 13Q: 3 clusters Score -719621.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -719651.687500 Penalty: 4488.593750
	Iteration 14Q: 3 clusters Score -719651.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -719679.875000 Penalty: 4488.593750
	Iteration 15Q: 3 clusters Score -719679.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -719701.125000 Penalty: 4488.593750
	Iteration 16Q: 3 clusters Score -719701.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -719717.187500 Penalty: 4488.593750
	Iteration 17Q: 3 clusters Score -719717.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -719732.562500 Penalty: 4488.593750
	Iteration 18Q: 3 clusters Score -719732.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -719753.875000 Penalty: 4488.593750
	Iteration 19Q: 3 clusters Score -719753.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -719769.375000 Penalty: 4488.593750
	Iteration 20F: 3 clusters Score -719769.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -719780.875000 Penalty: 4488.593750
	Iteration 21Q: 3 clusters Score -719780.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -719790.437500 Penalty: 4488.593750
	Iteration 22Q: 3 clusters Score -719790.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -719803.875000 Penalty: 4488.593750
	Iteration 23Q: 3 clusters Score -719803.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -719817.250000 Penalty: 4488.593750
	Iteration 24Q: 3 clusters Score -719817.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -719829.562500 Penalty: 4488.593750
	Iteration 25Q: 3 clusters Score -719829.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -719835.062500 Penalty: 4488.593750
	Iteration 26Q: 3 clusters Score -719835.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -719842.937500 Penalty: 4488.593750
	Iteration 27Q: 3 clusters Score -719842.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -719849.687500 Penalty: 4488.593750
	Iteration 28Q: 3 clusters Score -719849.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -719854.000000 Penalty: 4488.593750
	Iteration 29Q: 3 clusters Score -719854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -719860.312500 Penalty: 4488.593750
	Iteration 30Q: 3 clusters Score -719860.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -719871.125000 Penalty: 4488.593750
	Iteration 31Q: 3 clusters Score -719871.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -719875.562500 Penalty: 4488.593750
	Iteration 32Q: 3 clusters Score -719875.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -719884.250000 Penalty: 4488.593750
	Iteration 33Q: 3 clusters Score -719884.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -719899.125000 Penalty: 4488.593750
	Iteration 34Q: 3 clusters Score -719899.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -719913.125000 Penalty: 4488.593750
	Iteration 35Q: 3 clusters Score -719913.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -719924.187500 Penalty: 4488.593750
	Iteration 36Q: 3 clusters Score -719924.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -719930.687500 Penalty: 4488.593750
	Iteration 37Q: 3 clusters Score -719930.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -719938.125000 Penalty: 4488.593750
	Iteration 38Q: 3 clusters Score -719938.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -719941.250000 Penalty: 4488.593750
	Iteration 39Q: 3 clusters Score -719941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -719943.125000 Penalty: 4488.593750
	Iteration 40F: 3 clusters Score -719943.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -719945.375000 Penalty: 4488.593750
	Iteration 41Q: 3 clusters Score -719945.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -719944.062500 Penalty: 4488.593750
	Iteration 42Q: 3 clusters Score -719944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -719947.375000 Penalty: 4488.593750
	Iteration 43Q: 3 clusters Score -719947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -719948.000000 Penalty: 4488.593750
	Iteration 44Q: 3 clusters Score -719948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -719949.812500 Penalty: 4488.593750
	Iteration 45Q: 3 clusters Score -719949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -719952.375000 Penalty: 4488.593750
	Iteration 46Q: 3 clusters Score -719952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -719951.812500 Penalty: 4488.593750
	Iteration 47Q: 3 clusters Score -719951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -719955.562500 Penalty: 4488.593750
	Iteration 48Q: 3 clusters Score -719955.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -719957.500000 Penalty: 4488.593750
	Iteration 49Q: 3 clusters Score -719957.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -719959.187500 Penalty: 4488.593750
	Iteration 50Q: 3 clusters Score -719959.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -719962.625000 Penalty: 4488.593750
	Iteration 51Q: 3 clusters Score -719962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -719963.750000 Penalty: 4488.593750
	Iteration 52Q: 3 clusters Score -719963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -719967.187500 Penalty: 4488.593750
	Iteration 53Q: 3 clusters Score -719967.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -719968.375000 Penalty: 4488.593750
	Iteration 54Q: 3 clusters Score -719968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -719968.750000 Penalty: 4488.593750
	Iteration 55Q: 3 clusters Score -719968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -719972.875000 Penalty: 4488.593750
	Iteration 56Q: 3 clusters Score -719972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -719975.437500 Penalty: 4488.593750
	Iteration 57Q: 3 clusters Score -719975.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -719975.375000 Penalty: 4488.593750
	Iteration 58Q: 3 clusters Score -719975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -719979.500000 Penalty: 4488.593750
	Iteration 59Q: 3 clusters Score -719979.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -719979.812500 Penalty: 4488.593750
	Iteration 60F: 3 clusters Score -719979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -719981.125000 Penalty: 4488.593750
	Iteration 61Q: 3 clusters Score -719981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -719983.437500 Penalty: 4488.593750
	Iteration 62Q: 3 clusters Score -719983.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -719983.250000 Penalty: 4488.593750
	Iteration 63Q: 3 clusters Score -719983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -719984.937500 Penalty: 4488.593750
	Iteration 64Q: 3 clusters Score -719984.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -719987.437500 Penalty: 4488.593750
	Iteration 65Q: 3 clusters Score -719987.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -719991.812500 Penalty: 4488.593750
	Iteration 66Q: 3 clusters Score -719991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -719991.187500 Penalty: 4488.593750
	Iteration 67Q: 3 clusters Score -719991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -719992.000000 Penalty: 4488.593750
	Iteration 68Q: 3 clusters Score -719992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -719994.750000 Penalty: 4488.593750
	Iteration 69Q: 3 clusters Score -719994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -719996.250000 Penalty: 4488.593750
	Iteration 70Q: 3 clusters Score -719996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -719996.125000 Penalty: 4488.593750
	Iteration 71Q: 3 clusters Score -719996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -719996.125000 Penalty: 4488.593750
	Iteration 72F: 3 clusters Score -719996.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (158913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158913 members 
Entering Unmasked Estep 
Score: -14227085.000000 Penalty: 2970.075928
	Iteration 0F: 2 clusters Score -1.422708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -14120689.000000 Penalty: 5940.151855
	Iteration 0F: 3 clusters Score -1.412069e+07 nChanged 76191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -14165012.000000 Penalty: 5940.151855
	Iteration 1F: 3 clusters Score -1.416501e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -14165969.000000 Penalty: 5940.151855
	Iteration 2Q: 3 clusters Score -1.416597e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -14167084.000000 Penalty: 5940.151855
	Iteration 3Q: 3 clusters Score -1.416708e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -14168940.000000 Penalty: 5940.151855
	Iteration 4Q: 3 clusters Score -1.416894e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -14171781.000000 Penalty: 5940.151855
	Iteration 5Q: 3 clusters Score -1.417178e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -14175934.000000 Penalty: 5940.151855
	Iteration 6F: 3 clusters Score -1.417593e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -14181499.000000 Penalty: 5940.151855
	Iteration 7F: 3 clusters Score -1.41815e+07 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -14188579.000000 Penalty: 5940.151855
	Iteration 8F: 3 clusters Score -1.418858e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 121907 members 
Entering Unmasked Estep 
Score: -14196595.000000 Penalty: 5940.151855
	Iteration 9F: 3 clusters Score -1.41966e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 131147 members 
Entering Unmasked Estep 
Score: -14203935.000000 Penalty: 5940.151855
	Iteration 10F: 3 clusters Score -1.420394e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 139235 members 
Entering Unmasked Estep 
Score: -14210248.000000 Penalty: 5940.151855
	Iteration 11F: 3 clusters Score -1.421025e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 145675 members 
Entering Unmasked Estep 
Score: -14215170.000000 Penalty: 5940.151855
	Iteration 12Q: 3 clusters Score -1.421517e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -14218656.000000 Penalty: 5940.151855
	Iteration 13Q: 3 clusters Score -1.421866e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -14220995.000000 Penalty: 5940.151855
	Iteration 14Q: 3 clusters Score -1.4221e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 155722 members 
Entering Unmasked Estep 
Score: -14222433.000000 Penalty: 5940.151855
	Iteration 15Q: 3 clusters Score -1.422243e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 156959 members 
Entering Unmasked Estep 
Score: -14223405.000000 Penalty: 5940.151855
	Iteration 16Q: 3 clusters Score -1.42234e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -14223892.000000 Penalty: 5940.151855
	Iteration 17Q: 3 clusters Score -1.422389e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -14224174.000000 Penalty: 5940.151855
	Iteration 18Q: 3 clusters Score -1.422417e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -14224279.000000 Penalty: 5940.151855
	Iteration 19Q: 3 clusters Score -1.422428e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -14224378.000000 Penalty: 5940.151855
	Iteration 20F: 3 clusters Score -1.422438e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -14224438.000000 Penalty: 5940.151855
	Iteration 21Q: 3 clusters Score -1.422444e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 158368 members 
Entering Unmasked Estep 
Score: -14224471.000000 Penalty: 5940.151855
	Iteration 22Q: 3 clusters Score -1.422447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 158397 members 
Entering Unmasked Estep 
Score: -14224482.000000 Penalty: 5940.151855
	Iteration 23Q: 3 clusters Score -1.422448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -14224493.000000 Penalty: 5940.151855
	Iteration 24Q: 3 clusters Score -1.422449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -14224491.000000 Penalty: 5940.151855
	Iteration 25Q: 3 clusters Score -1.422449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -14224505.000000 Penalty: 5940.151855
	Iteration 26Q: 3 clusters Score -1.42245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -14224524.000000 Penalty: 5940.151855
	Iteration 27Q: 3 clusters Score -1.422452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -14224531.000000 Penalty: 5940.151855
	Iteration 28Q: 3 clusters Score -1.422453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -14224538.000000 Penalty: 5940.151855
	Iteration 29Q: 3 clusters Score -1.422454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 158462 members 
Entering Unmasked Estep 
Score: -14224539.000000 Penalty: 5940.151855
	Iteration 30Q: 3 clusters Score -1.422454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -14224540.000000 Penalty: 5940.151855
	Iteration 31Q: 3 clusters Score -1.422454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 158462 members 
Entering Unmasked Estep 
Score: -14224545.000000 Penalty: 5940.151855
	Iteration 32Q: 3 clusters Score -1.422454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 158463 members 
Entering Unmasked Estep 
Score: -14224546.000000 Penalty: 5940.151855
	Iteration 33Q: 3 clusters Score -1.422455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 158465 members 
Entering Unmasked Estep 
Score: -14224557.000000 Penalty: 5940.151855
	Iteration 34Q: 3 clusters Score -1.422456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 158467 members 
Entering Unmasked Estep 
Score: -14224546.000000 Penalty: 5940.151855
	Iteration 35Q: 3 clusters Score -1.422455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 158469 members 
Entering Unmasked Estep 
Score: -14224528.000000 Penalty: 5940.151855
	Iteration 36Q: 3 clusters Score -1.422453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 158473 members 
Entering Unmasked Estep 
Score: -14224549.000000 Penalty: 5940.151855
	Iteration 37Q: 3 clusters Score -1.422455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 158470 members 
Entering Unmasked Estep 
Score: -14224552.000000 Penalty: 5940.151855
	Iteration 38Q: 3 clusters Score -1.422455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 158471 members 
Entering Unmasked Estep 
Score: -14224543.000000 Penalty: 5940.151855
	Iteration 39Q: 3 clusters Score -1.422454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 158471 members 
Entering Unmasked Estep 
Score: -14224543.000000 Penalty: 5940.151855
	Iteration 40F: 3 clusters Score -1.422454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Entering Unmasked Estep 
Score: -1338363.000000 Penalty: 2376.397705
	Iteration 0F: 2 clusters Score -1338363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1327607.875000 Penalty: 4752.795410
	Iteration 0F: 3 clusters Score -1327608 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1331010.250000 Penalty: 4752.795410
	Iteration 1F: 3 clusters Score -1331010 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1331305.625000 Penalty: 4752.795410
	Iteration 2F: 3 clusters Score -1331306 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1331510.500000 Penalty: 4752.795410
	Iteration 3Q: 3 clusters Score -1331510 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1331703.625000 Penalty: 4752.795410
	Iteration 4Q: 3 clusters Score -1331704 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1331882.875000 Penalty: 4752.795410
	Iteration 5Q: 3 clusters Score -1331883 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1332074.375000 Penalty: 4752.795410
	Iteration 6Q: 3 clusters Score -1332074 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1332262.500000 Penalty: 4752.795410
	Iteration 7Q: 3 clusters Score -1332262 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1332456.875000 Penalty: 4752.795410
	Iteration 8Q: 3 clusters Score -1332457 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1332690.500000 Penalty: 4752.795410
	Iteration 9Q: 3 clusters Score -1332690 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1332936.375000 Penalty: 4752.795410
	Iteration 10Q: 3 clusters Score -1332936 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1333220.375000 Penalty: 4752.795410
	Iteration 11Q: 3 clusters Score -1333220 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1333552.250000 Penalty: 4752.795410
	Iteration 12Q: 3 clusters Score -1333552 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1333854.125000 Penalty: 4752.795410
	Iteration 13Q: 3 clusters Score -1333854 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1334139.250000 Penalty: 4752.795410
	Iteration 14Q: 3 clusters Score -1334139 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1334424.375000 Penalty: 4752.795410
	Iteration 15Q: 3 clusters Score -1334424 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1334673.750000 Penalty: 4752.795410
	Iteration 16Q: 3 clusters Score -1334674 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1334899.125000 Penalty: 4752.795410
	Iteration 17Q: 3 clusters Score -1334899 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1335114.000000 Penalty: 4752.795410
	Iteration 18Q: 3 clusters Score -1335114 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1335296.500000 Penalty: 4752.795410
	Iteration 19Q: 3 clusters Score -1335296 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1335438.250000 Penalty: 4752.795410
	Iteration 20F: 3 clusters Score -1335438 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1335567.875000 Penalty: 4752.795410
	Iteration 21Q: 3 clusters Score -1335568 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1335665.250000 Penalty: 4752.795410
	Iteration 22Q: 3 clusters Score -1335665 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1335741.750000 Penalty: 4752.795410
	Iteration 23Q: 3 clusters Score -1335742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1335830.750000 Penalty: 4752.795410
	Iteration 24Q: 3 clusters Score -1335831 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1335893.000000 Penalty: 4752.795410
	Iteration 25Q: 3 clusters Score -1335893 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1335945.250000 Penalty: 4752.795410
	Iteration 26Q: 3 clusters Score -1335945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1335986.250000 Penalty: 4752.795410
	Iteration 27Q: 3 clusters Score -1335986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1336030.250000 Penalty: 4752.795410
	Iteration 28Q: 3 clusters Score -1336030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1336068.000000 Penalty: 4752.795410
	Iteration 29Q: 3 clusters Score -1336068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1336105.625000 Penalty: 4752.795410
	Iteration 30Q: 3 clusters Score -1336106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1336131.375000 Penalty: 4752.795410
	Iteration 31Q: 3 clusters Score -1336131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1336157.000000 Penalty: 4752.795410
	Iteration 32Q: 3 clusters Score -1336157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1336170.875000 Penalty: 4752.795410
	Iteration 33Q: 3 clusters Score -1336171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1336185.750000 Penalty: 4752.795410
	Iteration 34Q: 3 clusters Score -1336186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1336195.750000 Penalty: 4752.795410
	Iteration 35Q: 3 clusters Score -1336196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1336206.625000 Penalty: 4752.795410
	Iteration 36Q: 3 clusters Score -1336207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1336215.250000 Penalty: 4752.795410
	Iteration 37Q: 3 clusters Score -1336215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1336228.750000 Penalty: 4752.795410
	Iteration 38Q: 3 clusters Score -1336229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1336246.125000 Penalty: 4752.795410
	Iteration 39Q: 3 clusters Score -1336246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1336256.250000 Penalty: 4752.795410
	Iteration 40F: 3 clusters Score -1336256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1336263.375000 Penalty: 4752.795410
	Iteration 41Q: 3 clusters Score -1336263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1336271.250000 Penalty: 4752.795410
	Iteration 42Q: 3 clusters Score -1336271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1336281.625000 Penalty: 4752.795410
	Iteration 43Q: 3 clusters Score -1336282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1336289.750000 Penalty: 4752.795410
	Iteration 44Q: 3 clusters Score -1336290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1336299.000000 Penalty: 4752.795410
	Iteration 45Q: 3 clusters Score -1336299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1336310.125000 Penalty: 4752.795410
	Iteration 46Q: 3 clusters Score -1336310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1336318.250000 Penalty: 4752.795410
	Iteration 47Q: 3 clusters Score -1336318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1336324.125000 Penalty: 4752.795410
	Iteration 48Q: 3 clusters Score -1336324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1336331.625000 Penalty: 4752.795410
	Iteration 49Q: 3 clusters Score -1336332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1336336.750000 Penalty: 4752.795410
	Iteration 50Q: 3 clusters Score -1336337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1336341.625000 Penalty: 4752.795410
	Iteration 51Q: 3 clusters Score -1336342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1336342.000000 Penalty: 4752.795410
	Iteration 52Q: 3 clusters Score -1336342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1336345.250000 Penalty: 4752.795410
	Iteration 53Q: 3 clusters Score -1336345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1336349.750000 Penalty: 4752.795410
	Iteration 54Q: 3 clusters Score -1336350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1336353.875000 Penalty: 4752.795410
	Iteration 55Q: 3 clusters Score -1336354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1336357.375000 Penalty: 4752.795410
	Iteration 56Q: 3 clusters Score -1336357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1336356.875000 Penalty: 4752.795410
	Iteration 57Q: 3 clusters Score -1336357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1336360.000000 Penalty: 4752.795410
	Iteration 58Q: 3 clusters Score -1336360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1336360.625000 Penalty: 4752.795410
	Iteration 59Q: 3 clusters Score -1336361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1336362.875000 Penalty: 4752.795410
	Iteration 60F: 3 clusters Score -1336363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1336363.875000 Penalty: 4752.795410
	Iteration 61Q: 3 clusters Score -1336364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1336363.375000 Penalty: 4752.795410
	Iteration 62Q: 3 clusters Score -1336363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1336363.375000 Penalty: 4752.795410
	Iteration 63F: 3 clusters Score -1336363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -141387.031250 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -141387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138992.843750 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -138992.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -139589.859375 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -139589.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139954.281250 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -139954.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -140327.703125 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -140327.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -140650.843750 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -140650.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -140880.078125 Penalty: 3691.766846
	Iteration 5F: 3 clusters Score -140880.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -141211.500000 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -141211.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141323.171875 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -141323.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141359.781250 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -141359.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -141378.562500 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -141378.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -141385.375000 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -141385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -141390.046875 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -141390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -141396.296875 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -141396.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -141400.937500 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -141400.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -141406.515625 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -141406.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -141409.078125 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -141409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -141409.984375 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -141410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -141411.000000 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -141411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -141411.000000 Penalty: 3691.766846
	Iteration 18F: 3 clusters Score -141411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254392 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158913 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 887 members 
Entering Unmasked Estep 
Score: -93629936.000000 Penalty: 92847.609375
Splitting cluster 10 changes total score from -93631744.000000 to -93629936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (9332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Entering Unmasked Estep 
Score: -796010.312500 Penalty: 2267.018799
	Iteration 0F: 2 clusters Score -796010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -788793.750000 Penalty: 4534.037598
	Iteration 0F: 3 clusters Score -788793.8 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -790918.312500 Penalty: 4534.037598
	Iteration 1F: 3 clusters Score -790918.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -791205.187500 Penalty: 4534.037598
	Iteration 2F: 3 clusters Score -791205.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -791406.437500 Penalty: 4534.037598
	Iteration 3Q: 3 clusters Score -791406.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -791561.375000 Penalty: 4534.037598
	Iteration 4Q: 3 clusters Score -791561.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -791719.125000 Penalty: 4534.037598
	Iteration 5Q: 3 clusters Score -791719.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -791881.062500 Penalty: 4534.037598
	Iteration 6Q: 3 clusters Score -791881.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -792023.437500 Penalty: 4534.037598
	Iteration 7Q: 3 clusters Score -792023.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -792165.687500 Penalty: 4534.037598
	Iteration 8Q: 3 clusters Score -792165.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -792302.937500 Penalty: 4534.037598
	Iteration 9Q: 3 clusters Score -792302.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -792420.500000 Penalty: 4534.037598
	Iteration 10Q: 3 clusters Score -792420.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -792525.625000 Penalty: 4534.037598
	Iteration 11Q: 3 clusters Score -792525.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -792626.562500 Penalty: 4534.037598
	Iteration 12Q: 3 clusters Score -792626.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -792709.812500 Penalty: 4534.037598
	Iteration 13Q: 3 clusters Score -792709.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -792785.562500 Penalty: 4534.037598
	Iteration 14Q: 3 clusters Score -792785.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -792862.687500 Penalty: 4534.037598
	Iteration 15Q: 3 clusters Score -792862.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -792933.437500 Penalty: 4534.037598
	Iteration 16Q: 3 clusters Score -792933.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -792991.937500 Penalty: 4534.037598
	Iteration 17Q: 3 clusters Score -792991.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -793048.500000 Penalty: 4534.037598
	Iteration 18Q: 3 clusters Score -793048.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -793102.750000 Penalty: 4534.037598
	Iteration 19Q: 3 clusters Score -793102.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -793160.062500 Penalty: 4534.037598
	Iteration 20F: 3 clusters Score -793160.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -793209.250000 Penalty: 4534.037598
	Iteration 21Q: 3 clusters Score -793209.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -793257.312500 Penalty: 4534.037598
	Iteration 22Q: 3 clusters Score -793257.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -793309.250000 Penalty: 4534.037598
	Iteration 23Q: 3 clusters Score -793309.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -793354.625000 Penalty: 4534.037598
	Iteration 24Q: 3 clusters Score -793354.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -793403.000000 Penalty: 4534.037598
	Iteration 25Q: 3 clusters Score -793403 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -793452.062500 Penalty: 4534.037598
	Iteration 26Q: 3 clusters Score -793452.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -793501.375000 Penalty: 4534.037598
	Iteration 27Q: 3 clusters Score -793501.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -793550.625000 Penalty: 4534.037598
	Iteration 28Q: 3 clusters Score -793550.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -793601.625000 Penalty: 4534.037598
	Iteration 29Q: 3 clusters Score -793601.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -793654.375000 Penalty: 4534.037598
	Iteration 30Q: 3 clusters Score -793654.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -793699.312500 Penalty: 4534.037598
	Iteration 31Q: 3 clusters Score -793699.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -793746.937500 Penalty: 4534.037598
	Iteration 32Q: 3 clusters Score -793746.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -793795.937500 Penalty: 4534.037598
	Iteration 33Q: 3 clusters Score -793795.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -793832.500000 Penalty: 4534.037598
	Iteration 34Q: 3 clusters Score -793832.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -793862.750000 Penalty: 4534.037598
	Iteration 35Q: 3 clusters Score -793862.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -793888.687500 Penalty: 4534.037598
	Iteration 36Q: 3 clusters Score -793888.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -793912.250000 Penalty: 4534.037598
	Iteration 37Q: 3 clusters Score -793912.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -793932.250000 Penalty: 4534.037598
	Iteration 38Q: 3 clusters Score -793932.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -793945.375000 Penalty: 4534.037598
	Iteration 39Q: 3 clusters Score -793945.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -793952.687500 Penalty: 4534.037598
	Iteration 40F: 3 clusters Score -793952.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -793960.687500 Penalty: 4534.037598
	Iteration 41Q: 3 clusters Score -793960.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -793966.750000 Penalty: 4534.037598
	Iteration 42Q: 3 clusters Score -793966.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -793973.562500 Penalty: 4534.037598
	Iteration 43Q: 3 clusters Score -793973.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -793982.812500 Penalty: 4534.037598
	Iteration 44Q: 3 clusters Score -793982.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -793987.000000 Penalty: 4534.037598
	Iteration 45Q: 3 clusters Score -793987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -793988.250000 Penalty: 4534.037598
	Iteration 46Q: 3 clusters Score -793988.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -793989.875000 Penalty: 4534.037598
	Iteration 47Q: 3 clusters Score -793989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -793991.125000 Penalty: 4534.037598
	Iteration 48Q: 3 clusters Score -793991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -793989.562500 Penalty: 4534.037598
	Iteration 49Q: 3 clusters Score -793989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -793993.187500 Penalty: 4534.037598
	Iteration 50Q: 3 clusters Score -793993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -793996.437500 Penalty: 4534.037598
	Iteration 51Q: 3 clusters Score -793996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -793997.562500 Penalty: 4534.037598
	Iteration 52Q: 3 clusters Score -793997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -793998.812500 Penalty: 4534.037598
	Iteration 53Q: 3 clusters Score -793998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -794002.500000 Penalty: 4534.037598
	Iteration 54Q: 3 clusters Score -794002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -794002.562500 Penalty: 4534.037598
	Iteration 55Q: 3 clusters Score -794002.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -794004.562500 Penalty: 4534.037598
	Iteration 56Q: 3 clusters Score -794004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -794007.250000 Penalty: 4534.037598
	Iteration 57Q: 3 clusters Score -794007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -794010.312500 Penalty: 4534.037598
	Iteration 58Q: 3 clusters Score -794010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -794011.687500 Penalty: 4534.037598
	Iteration 59Q: 3 clusters Score -794011.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -794015.250000 Penalty: 4534.037598
	Iteration 60F: 3 clusters Score -794015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -794016.750000 Penalty: 4534.037598
	Iteration 61Q: 3 clusters Score -794016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -794019.000000 Penalty: 4534.037598
	Iteration 62Q: 3 clusters Score -794019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -794022.125000 Penalty: 4534.037598
	Iteration 63Q: 3 clusters Score -794022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -794023.625000 Penalty: 4534.037598
	Iteration 64Q: 3 clusters Score -794023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -794025.000000 Penalty: 4534.037598
	Iteration 65Q: 3 clusters Score -794025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -794030.062500 Penalty: 4534.037598
	Iteration 66Q: 3 clusters Score -794030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -794032.812500 Penalty: 4534.037598
	Iteration 67Q: 3 clusters Score -794032.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -794036.187500 Penalty: 4534.037598
	Iteration 68Q: 3 clusters Score -794036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -794040.625000 Penalty: 4534.037598
	Iteration 69Q: 3 clusters Score -794040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -794042.125000 Penalty: 4534.037598
	Iteration 70Q: 3 clusters Score -794042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -794044.750000 Penalty: 4534.037598
	Iteration 71Q: 3 clusters Score -794044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -794046.750000 Penalty: 4534.037598
	Iteration 72Q: 3 clusters Score -794046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -794046.750000 Penalty: 4534.037598
	Iteration 73F: 3 clusters Score -794046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Entering Unmasked Estep 
Score: -881450.875000 Penalty: 2271.678467
	Iteration 0F: 2 clusters Score -881450.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -874113.750000 Penalty: 4543.356934
	Iteration 0F: 3 clusters Score -874113.8 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -876174.562500 Penalty: 4543.356934
	Iteration 1F: 3 clusters Score -876174.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -876433.500000 Penalty: 4543.356934
	Iteration 2F: 3 clusters Score -876433.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -876656.000000 Penalty: 4543.356934
	Iteration 3Q: 3 clusters Score -876656 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -876906.500000 Penalty: 4543.356934
	Iteration 4Q: 3 clusters Score -876906.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -877168.750000 Penalty: 4543.356934
	Iteration 5Q: 3 clusters Score -877168.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -877457.687500 Penalty: 4543.356934
	Iteration 6Q: 3 clusters Score -877457.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -877773.250000 Penalty: 4543.356934
	Iteration 7Q: 3 clusters Score -877773.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -878132.250000 Penalty: 4543.356934
	Iteration 8Q: 3 clusters Score -878132.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -878476.375000 Penalty: 4543.356934
	Iteration 9Q: 3 clusters Score -878476.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -878771.187500 Penalty: 4543.356934
	Iteration 10Q: 3 clusters Score -878771.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -878993.812500 Penalty: 4543.356934
	Iteration 11Q: 3 clusters Score -878993.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -879133.125000 Penalty: 4543.356934
	Iteration 12Q: 3 clusters Score -879133.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -879224.687500 Penalty: 4543.356934
	Iteration 13Q: 3 clusters Score -879224.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -879285.125000 Penalty: 4543.356934
	Iteration 14Q: 3 clusters Score -879285.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -879328.375000 Penalty: 4543.356934
	Iteration 15Q: 3 clusters Score -879328.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -879355.500000 Penalty: 4543.356934
	Iteration 16Q: 3 clusters Score -879355.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -879381.062500 Penalty: 4543.356934
	Iteration 17Q: 3 clusters Score -879381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -879386.437500 Penalty: 4543.356934
	Iteration 18Q: 3 clusters Score -879386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -879395.187500 Penalty: 4543.356934
	Iteration 19Q: 3 clusters Score -879395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -879403.250000 Penalty: 4543.356934
	Iteration 20F: 3 clusters Score -879403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -879411.562500 Penalty: 4543.356934
	Iteration 21Q: 3 clusters Score -879411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -879412.187500 Penalty: 4543.356934
	Iteration 22Q: 3 clusters Score -879412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -879415.062500 Penalty: 4543.356934
	Iteration 23Q: 3 clusters Score -879415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -879417.937500 Penalty: 4543.356934
	Iteration 24Q: 3 clusters Score -879417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -879419.312500 Penalty: 4543.356934
	Iteration 25Q: 3 clusters Score -879419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -879421.625000 Penalty: 4543.356934
	Iteration 26Q: 3 clusters Score -879421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -879422.437500 Penalty: 4543.356934
	Iteration 27Q: 3 clusters Score -879422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -879421.750000 Penalty: 4543.356934
	Iteration 28Q: 3 clusters Score -879421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -879424.625000 Penalty: 4543.356934
	Iteration 29Q: 3 clusters Score -879424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -879425.750000 Penalty: 4543.356934
	Iteration 30Q: 3 clusters Score -879425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -879425.750000 Penalty: 4543.356934
	Iteration 31F: 3 clusters Score -879425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -158009.281250 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -158009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -155466.140625 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -155466.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -156070.312500 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -156070.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -156359.812500 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -156359.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -156688.531250 Penalty: 3753.659912
	Iteration 3F: 3 clusters Score -156688.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -157189.203125 Penalty: 3753.659912
	Iteration 4F: 3 clusters Score -157189.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157599.140625 Penalty: 3753.659912
	Iteration 5F: 3 clusters Score -157599.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -157777.234375 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -157777.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -157892.328125 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -157892.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -157951.671875 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -157951.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -157994.515625 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -157994.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -158026.765625 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -158026.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -158059.515625 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -158059.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -158082.578125 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -158082.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158101.390625 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -158101.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -158119.375000 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -158119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -158125.343750 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -158125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -158127.828125 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -158127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158132.687500 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -158132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -158136.062500 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -158136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -158139.390625 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -158139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158143.203125 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -158143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -158146.000000 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -158146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -158151.000000 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -158151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -158152.906250 Penalty: 3753.659912
	Iteration 23Q: 3 clusters Score -158152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -158153.890625 Penalty: 3753.659912
	Iteration 24Q: 3 clusters Score -158153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158154.859375 Penalty: 3753.659912
	Iteration 25Q: 3 clusters Score -158154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -158156.781250 Penalty: 3753.659912
	Iteration 26Q: 3 clusters Score -158156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -158156.781250 Penalty: 3753.659912
	Iteration 27F: 3 clusters Score -158156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 254392 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 158913 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 26728 members 
Mstep: Class 17 contains 435529 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 1054 members 
Entering Unmasked Estep 
Score: -93630424.000000 Penalty: 92847.609375
Splitting cluster 13 changes total score from -93631744.000000 to -93630424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -420444.218750 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -420444.2 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 2394 members 
Entering Unmasked Estep 
Score: -416061.406250 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -416061.4 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -417069.656250 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -417069.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -417244.906250 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -417244.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -417334.187500 Penalty: 4204.899414
	Iteration 3Q: 3 clusters Score -417334.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -417400.812500 Penalty: 4204.899414
	Iteration 4Q: 3 clusters Score -417400.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -417443.500000 Penalty: 4204.899414
	Iteration 5Q: 3 clusters Score -417443.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -417493.593750 Penalty: 4204.899414
	Iteration 6Q: 3 clusters Score -417493.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -417541.343750 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -417541.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -417595.687500 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -417595.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -417660.843750 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -417660.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -417723.093750 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -417723.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -417788.187500 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -417788.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -417851.781250 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -417851.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -417924.125000 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -417924.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -417990.031250 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -417990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -418053.218750 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -418053.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -418112.437500 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -418112.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -418170.187500 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -418170.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -418216.718750 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -418216.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -418260.125000 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -418260.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -418297.843750 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -418297.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -418326.750000 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -418326.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -418351.843750 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -418351.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -418375.812500 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -418375.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -418406.500000 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -418406.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -418432.531250 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -418432.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -418458.781250 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -418458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -418486.875000 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -418486.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -418520.437500 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -418520.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -418549.781250 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -418549.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -418575.312500 Penalty: 4204.899414
	Iteration 30Q: 3 clusters Score -418575.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -418600.375000 Penalty: 4204.899414
	Iteration 31Q: 3 clusters Score -418600.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -418633.375000 Penalty: 4204.899414
	Iteration 32Q: 3 clusters Score -418633.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -418661.437500 Penalty: 4204.899414
	Iteration 33Q: 3 clusters Score -418661.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -418683.281250 Penalty: 4204.899414
	Iteration 34Q: 3 clusters Score -418683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -418703.593750 Penalty: 4204.899414
	Iteration 35Q: 3 clusters Score -418703.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -418720.531250 Penalty: 4204.899414
	Iteration 36Q: 3 clusters Score -418720.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -418727.718750 Penalty: 4204.899414
	Iteration 37Q: 3 clusters Score -418727.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -418737.250000 Penalty: 4204.899414
	Iteration 38Q: 3 clusters Score -418737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -418745.968750 Penalty: 4204.899414
	Iteration 39Q: 3 clusters Score -418746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -418753.625000 Penalty: 4204.899414
	Iteration 40F: 3 clusters Score -418753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -418756.812500 Penalty: 4204.899414
	Iteration 41Q: 3 clusters Score -418756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -418757.687500 Penalty: 4204.899414
	Iteration 42Q: 3 clusters Score -418757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -418759.187500 Penalty: 4204.899414
	Iteration 43Q: 3 clusters Score -418759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -418759.187500 Penalty: 4204.899414
	Iteration 44F: 3 clusters Score -418759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -341914.062500 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -341914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -338021.937500 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -338021.9 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -338858.187500 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -338858.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -339038.562500 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -339038.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -339145.812500 Penalty: 4105.722168
	Iteration 3Q: 3 clusters Score -339145.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -339209.343750 Penalty: 4105.722168
	Iteration 4Q: 3 clusters Score -339209.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -339258.781250 Penalty: 4105.722168
	Iteration 5Q: 3 clusters Score -339258.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -339303.375000 Penalty: 4105.722168
	Iteration 6Q: 3 clusters Score -339303.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -339332.937500 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -339332.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -339366.656250 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -339366.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -339403.656250 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -339403.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -339447.812500 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -339447.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -339484.500000 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -339484.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -339518.687500 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -339518.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -339552.312500 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -339552.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -339587.187500 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -339587.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -339619.312500 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -339619.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -339653.250000 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -339653.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -339682.843750 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -339682.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -339713.062500 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -339713.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -339737.750000 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -339737.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -339767.812500 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -339767.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -339791.000000 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -339791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -339814.500000 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -339814.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -339841.656250 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -339841.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -339871.187500 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -339871.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -339888.468750 Penalty: 4105.722168
	Iteration 25Q: 3 clusters Score -339888.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -339904.531250 Penalty: 4105.722168
	Iteration 26Q: 3 clusters Score -339904.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -339921.343750 Penalty: 4105.722168
	Iteration 27Q: 3 clusters Score -339921.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -339935.468750 Penalty: 4105.722168
	Iteration 28Q: 3 clusters Score -339935.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -339948.968750 Penalty: 4105.722168
	Iteration 29Q: 3 clusters Score -339949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -339961.687500 Penalty: 4105.722168
	Iteration 30Q: 3 clusters Score -339961.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -339971.000000 Penalty: 4105.722168
	Iteration 31Q: 3 clusters Score -339971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -339977.000000 Penalty: 4105.722168
	Iteration 32Q: 3 clusters Score -339977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -339982.531250 Penalty: 4105.722168
	Iteration 33Q: 3 clusters Score -339982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -339989.093750 Penalty: 4105.722168
	Iteration 34Q: 3 clusters Score -339989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -339996.187500 Penalty: 4105.722168
	Iteration 35Q: 3 clusters Score -339996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -340002.906250 Penalty: 4105.722168
	Iteration 36Q: 3 clusters Score -340002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -340007.281250 Penalty: 4105.722168
	Iteration 37Q: 3 clusters Score -340007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -340009.093750 Penalty: 4105.722168
	Iteration 38Q: 3 clusters Score -340009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -340010.000000 Penalty: 4105.722168
	Iteration 39Q: 3 clusters Score -340010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -340012.406250 Penalty: 4105.722168
	Iteration 40F: 3 clusters Score -340012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -340014.312500 Penalty: 4105.722168
	Iteration 41Q: 3 clusters Score -340014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -340016.718750 Penalty: 4105.722168
	Iteration 42Q: 3 clusters Score -340016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -340017.281250 Penalty: 4105.722168
	Iteration 43Q: 3 clusters Score -340017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -340018.156250 Penalty: 4105.722168
	Iteration 44Q: 3 clusters Score -340018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -340019.625000 Penalty: 4105.722168
	Iteration 45Q: 3 clusters Score -340019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -340021.968750 Penalty: 4105.722168
	Iteration 46Q: 3 clusters Score -340022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -340023.062500 Penalty: 4105.722168
	Iteration 47Q: 3 clusters Score -340023.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -340025.062500 Penalty: 4105.722168
	Iteration 48Q: 3 clusters Score -340025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -340026.593750 Penalty: 4105.722168
	Iteration 49Q: 3 clusters Score -340026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -340029.531250 Penalty: 4105.722168
	Iteration 50Q: 3 clusters Score -340029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -340029.531250 Penalty: 4105.722168
	Iteration 51F: 3 clusters Score -340029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Entering Unmasked Estep 
Score: -2372328.250000 Penalty: 2527.979736
	Iteration 0F: 2 clusters Score -2372328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2353944.000000 Penalty: 5055.959473
	Iteration 0F: 3 clusters Score -2353944 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2360371.000000 Penalty: 5055.959473
	Iteration 1F: 3 clusters Score -2360371 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2360829.000000 Penalty: 5055.959473
	Iteration 2F: 3 clusters Score -2360829 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2361242.500000 Penalty: 5055.959473
	Iteration 3Q: 3 clusters Score -2361242 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2361645.750000 Penalty: 5055.959473
	Iteration 4Q: 3 clusters Score -2361646 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2362045.000000 Penalty: 5055.959473
	Iteration 5Q: 3 clusters Score -2362045 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2362469.500000 Penalty: 5055.959473
	Iteration 6Q: 3 clusters Score -2362470 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2362895.750000 Penalty: 5055.959473
	Iteration 7Q: 3 clusters Score -2362896 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2363365.750000 Penalty: 5055.959473
	Iteration 8Q: 3 clusters Score -2363366 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2363854.000000 Penalty: 5055.959473
	Iteration 9Q: 3 clusters Score -2363854 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2364307.500000 Penalty: 5055.959473
	Iteration 10Q: 3 clusters Score -2364308 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2364742.250000 Penalty: 5055.959473
	Iteration 11Q: 3 clusters Score -2364742 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2365169.000000 Penalty: 5055.959473
	Iteration 12Q: 3 clusters Score -2365169 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2365621.750000 Penalty: 5055.959473
	Iteration 13Q: 3 clusters Score -2365622 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2366102.000000 Penalty: 5055.959473
	Iteration 14Q: 3 clusters Score -2366102 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2366580.250000 Penalty: 5055.959473
	Iteration 15Q: 3 clusters Score -2366580 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2367007.000000 Penalty: 5055.959473
	Iteration 16Q: 3 clusters Score -2367007 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2367389.500000 Penalty: 5055.959473
	Iteration 17Q: 3 clusters Score -2367390 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2367673.500000 Penalty: 5055.959473
	Iteration 18Q: 3 clusters Score -2367674 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2367975.000000 Penalty: 5055.959473
	Iteration 19Q: 3 clusters Score -2367975 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2368237.250000 Penalty: 5055.959473
	Iteration 20F: 3 clusters Score -2368237 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2368458.500000 Penalty: 5055.959473
	Iteration 21Q: 3 clusters Score -2368458 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2368631.000000 Penalty: 5055.959473
	Iteration 22Q: 3 clusters Score -2368631 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2368812.500000 Penalty: 5055.959473
	Iteration 23Q: 3 clusters Score -2368812 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2369012.750000 Penalty: 5055.959473
	Iteration 24Q: 3 clusters Score -2369013 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2369172.750000 Penalty: 5055.959473
	Iteration 25Q: 3 clusters Score -2369173 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2369317.250000 Penalty: 5055.959473
	Iteration 26Q: 3 clusters Score -2369317 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2369423.750000 Penalty: 5055.959473
	Iteration 27Q: 3 clusters Score -2369424 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2369516.750000 Penalty: 5055.959473
	Iteration 28Q: 3 clusters Score -2369517 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -2369621.750000 Penalty: 5055.959473
	Iteration 29Q: 3 clusters Score -2369622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -2369696.000000 Penalty: 5055.959473
	Iteration 30Q: 3 clusters Score -2369696 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -2369761.250000 Penalty: 5055.959473
	Iteration 31Q: 3 clusters Score -2369761 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -2369830.250000 Penalty: 5055.959473
	Iteration 32Q: 3 clusters Score -2369830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2369888.250000 Penalty: 5055.959473
	Iteration 33Q: 3 clusters Score -2369888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2369929.750000 Penalty: 5055.959473
	Iteration 34Q: 3 clusters Score -2369930 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2369965.500000 Penalty: 5055.959473
	Iteration 35Q: 3 clusters Score -2369966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -2369997.250000 Penalty: 5055.959473
	Iteration 36Q: 3 clusters Score -2369997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -2370023.250000 Penalty: 5055.959473
	Iteration 37Q: 3 clusters Score -2370023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2370046.750000 Penalty: 5055.959473
	Iteration 38Q: 3 clusters Score -2370047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2370070.750000 Penalty: 5055.959473
	Iteration 39Q: 3 clusters Score -2370071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2370098.000000 Penalty: 5055.959473
	Iteration 40F: 3 clusters Score -2370098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2370118.000000 Penalty: 5055.959473
	Iteration 41Q: 3 clusters Score -2370118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -2370132.000000 Penalty: 5055.959473
	Iteration 42Q: 3 clusters Score -2370132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -2370155.250000 Penalty: 5055.959473
	Iteration 43Q: 3 clusters Score -2370155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2370168.500000 Penalty: 5055.959473
	Iteration 44Q: 3 clusters Score -2370168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2370183.000000 Penalty: 5055.959473
	Iteration 45Q: 3 clusters Score -2370183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2370201.500000 Penalty: 5055.959473
	Iteration 46Q: 3 clusters Score -2370202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -2370216.750000 Penalty: 5055.959473
	Iteration 47Q: 3 clusters Score -2370217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -2370232.000000 Penalty: 5055.959473
	Iteration 48Q: 3 clusters Score -2370232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2370237.000000 Penalty: 5055.959473
	Iteration 49Q: 3 clusters Score -2370237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -2370252.500000 Penalty: 5055.959473
	Iteration 50Q: 3 clusters Score -2370252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2370259.750000 Penalty: 5055.959473
	Iteration 51Q: 3 clusters Score -2370260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2370273.000000 Penalty: 5055.959473
	Iteration 52Q: 3 clusters Score -2370273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -2370283.250000 Penalty: 5055.959473
	Iteration 53Q: 3 clusters Score -2370283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2370295.500000 Penalty: 5055.959473
	Iteration 54Q: 3 clusters Score -2370296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2370300.500000 Penalty: 5055.959473
	Iteration 55Q: 3 clusters Score -2370300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -2370306.500000 Penalty: 5055.959473
	Iteration 56Q: 3 clusters Score -2370306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2370312.750000 Penalty: 5055.959473
	Iteration 57Q: 3 clusters Score -2370313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -2370315.750000 Penalty: 5055.959473
	Iteration 58Q: 3 clusters Score -2370316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -2370315.750000 Penalty: 5055.959473
	Iteration 59Q: 3 clusters Score -2370316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -2370320.500000 Penalty: 5055.959473
	Iteration 60F: 3 clusters Score -2370320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2370320.000000 Penalty: 5055.959473
	Iteration 61Q: 3 clusters Score -2370320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2370324.500000 Penalty: 5055.959473
	Iteration 62Q: 3 clusters Score -2370324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2370325.000000 Penalty: 5055.959473
	Iteration 63Q: 3 clusters Score -2370325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2370327.250000 Penalty: 5055.959473
	Iteration 64Q: 3 clusters Score -2370327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -2370328.750000 Penalty: 5055.959473
	Iteration 65Q: 3 clusters Score -2370329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2370331.500000 Penalty: 5055.959473
	Iteration 66Q: 3 clusters Score -2370332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -2370335.000000 Penalty: 5055.959473
	Iteration 67Q: 3 clusters Score -2370335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -2370339.250000 Penalty: 5055.959473
	Iteration 68Q: 3 clusters Score -2370339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2370341.000000 Penalty: 5055.959473
	Iteration 69Q: 3 clusters Score -2370341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2370342.000000 Penalty: 5055.959473
	Iteration 70Q: 3 clusters Score -2370342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -2370342.750000 Penalty: 5055.959473
	Iteration 71Q: 3 clusters Score -2370343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2370344.000000 Penalty: 5055.959473
	Iteration 72Q: 3 clusters Score -2370344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2370344.000000 Penalty: 5055.959473
	Iteration 73F: 3 clusters Score -2370344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (435529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435529 members 
Entering Unmasked Estep 
Score: -40043228.000000 Penalty: 3220.110596
	Iteration 0F: 2 clusters Score -4.004323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217418 members 
Mstep: Class 2 contains 218111 members 
Entering Unmasked Estep 
Score: -39750220.000000 Penalty: 6440.221191
	Iteration 0F: 3 clusters Score -3.975022e+07 nChanged 212026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209822 members 
Mstep: Class 2 contains 225707 members 
Entering Unmasked Estep 
Score: -39876216.000000 Penalty: 6440.221191
	Iteration 1F: 3 clusters Score -3.987622e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203939 members 
Mstep: Class 2 contains 231590 members 
Entering Unmasked Estep 
Score: -39878852.000000 Penalty: 6440.221191
	Iteration 2Q: 3 clusters Score -3.987885e+07 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194162 members 
Mstep: Class 2 contains 241367 members 
Entering Unmasked Estep 
Score: -39883472.000000 Penalty: 6440.221191
	Iteration 3Q: 3 clusters Score -3.988347e+07 nChanged 20973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178575 members 
Mstep: Class 2 contains 256954 members 
Entering Unmasked Estep 
Score: -39892568.000000 Penalty: 6440.221191
	Iteration 4Q: 3 clusters Score -3.989257e+07 nChanged 28264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 279984 members 
Entering Unmasked Estep 
Score: -39909436.000000 Penalty: 6440.221191
	Iteration 5F: 3 clusters Score -3.990944e+07 nChanged 34819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125530 members 
Mstep: Class 2 contains 309999 members 
Entering Unmasked Estep 
Score: -39935000.000000 Penalty: 6440.221191
	Iteration 6F: 3 clusters Score -3.9935e+07 nChanged 36019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 342412 members 
Entering Unmasked Estep 
Score: -39963228.000000 Penalty: 6440.221191
	Iteration 7F: 3 clusters Score -3.996323e+07 nChanged 30550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 371230 members 
Entering Unmasked Estep 
Score: -39987808.000000 Penalty: 6440.221191
	Iteration 8F: 3 clusters Score -3.998781e+07 nChanged 22942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 393792 members 
Entering Unmasked Estep 
Score: -40006656.000000 Penalty: 6440.221191
	Iteration 9F: 3 clusters Score -4.000666e+07 nChanged 16426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 410184 members 
Entering Unmasked Estep 
Score: -40019872.000000 Penalty: 6440.221191
	Iteration 10Q: 3 clusters Score -4.001987e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 421194 members 
Entering Unmasked Estep 
Score: -40029284.000000 Penalty: 6440.221191
	Iteration 11Q: 3 clusters Score -4.002928e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 427681 members 
Entering Unmasked Estep 
Score: -40034688.000000 Penalty: 6440.221191
	Iteration 12Q: 3 clusters Score -4.003469e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 430978 members 
Entering Unmasked Estep 
Score: -40037500.000000 Penalty: 6440.221191
	Iteration 13Q: 3 clusters Score -4.00375e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 432511 members 
Entering Unmasked Estep 
Score: -40038940.000000 Penalty: 6440.221191
	Iteration 14Q: 3 clusters Score -4.003894e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 433165 members 
Entering Unmasked Estep 
Score: -40039480.000000 Penalty: 6440.221191
	Iteration 15Q: 3 clusters Score -4.003948e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 433531 members 
Entering Unmasked Estep 
Score: -40039860.000000 Penalty: 6440.221191
	Iteration 16Q: 3 clusters Score -4.003986e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 433743 members 
Entering Unmasked Estep 
Score: -40040156.000000 Penalty: 6440.221191
	Iteration 17Q: 3 clusters Score -4.004016e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 433889 members 
Entering Unmasked Estep 
Score: -40040272.000000 Penalty: 6440.221191
	Iteration 18Q: 3 clusters Score -4.004027e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 433996 members 
Entering Unmasked Estep 
Score: -40040364.000000 Penalty: 6440.221191
	Iteration 19Q: 3 clusters Score -4.004036e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 434054 members 
Entering Unmasked Estep 
Score: -40040436.000000 Penalty: 6440.221191
	Iteration 20F: 3 clusters Score -4.004044e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 434108 members 
Entering Unmasked Estep 
Score: -40040488.000000 Penalty: 6440.221191
	Iteration 21Q: 3 clusters Score -4.004049e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 434138 members 
Entering Unmasked Estep 
Score: -40040504.000000 Penalty: 6440.221191
	Iteration 22Q: 3 clusters Score -4.00405e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 434168 members 
Entering Unmasked Estep 
Score: -40040520.000000 Penalty: 6440.221191
	Iteration 23Q: 3 clusters Score -4.004052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 434195 members 
Entering Unmasked Estep 
Score: -40040536.000000 Penalty: 6440.221191
	Iteration 24Q: 3 clusters Score -4.004054e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 434223 members 
Entering Unmasked Estep 
Score: -40040560.000000 Penalty: 6440.221191
	Iteration 25Q: 3 clusters Score -4.004056e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 434237 members 
Entering Unmasked Estep 
Score: -40040556.000000 Penalty: 6440.221191
	Iteration 26Q: 3 clusters Score -4.004056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 434246 members 
Entering Unmasked Estep 
Score: -40040560.000000 Penalty: 6440.221191
	Iteration 27Q: 3 clusters Score -4.004056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 434251 members 
Entering Unmasked Estep 
Score: -40040604.000000 Penalty: 6440.221191
	Iteration 28Q: 3 clusters Score -4.00406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 434256 members 
Entering Unmasked Estep 
Score: -40040600.000000 Penalty: 6440.221191
	Iteration 29Q: 3 clusters Score -4.00406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 434263 members 
Entering Unmasked Estep 
Score: -40040608.000000 Penalty: 6440.221191
	Iteration 30Q: 3 clusters Score -4.004061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 434267 members 
Entering Unmasked Estep 
Score: -40040592.000000 Penalty: 6440.221191
	Iteration 31Q: 3 clusters Score -4.004059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 434272 members 
Entering Unmasked Estep 
Score: -40040588.000000 Penalty: 6440.221191
	Iteration 32Q: 3 clusters Score -4.004059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 434272 members 
Entering Unmasked Estep 
Score: -40040592.000000 Penalty: 6440.221191
	Iteration 33Q: 3 clusters Score -4.004059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 434274 members 
Entering Unmasked Estep 
Score: -40040580.000000 Penalty: 6440.221191
	Iteration 34Q: 3 clusters Score -4.004058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 434278 members 
Entering Unmasked Estep 
Score: -40040604.000000 Penalty: 6440.221191
	Iteration 35Q: 3 clusters Score -4.00406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 434281 members 
Entering Unmasked Estep 
Score: -40040600.000000 Penalty: 6440.221191
	Iteration 36Q: 3 clusters Score -4.00406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 434284 members 
Entering Unmasked Estep 
Score: -40040580.000000 Penalty: 6440.221191
	Iteration 37Q: 3 clusters Score -4.004058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 434289 members 
Entering Unmasked Estep 
Score: -40040592.000000 Penalty: 6440.221191
	Iteration 38Q: 3 clusters Score -4.004059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 434290 members 
Entering Unmasked Estep 
Score: -40040592.000000 Penalty: 6440.221191
	Iteration 39Q: 3 clusters Score -4.004059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 434290 members 
Entering Unmasked Estep 
Score: -40040588.000000 Penalty: 6440.221191
	Iteration 40F: 3 clusters Score -4.004059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 434290 members 
Entering Unmasked Estep 
Score: -40040580.000000 Penalty: 6440.221191
	Iteration 41Q: 3 clusters Score -4.004058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 434288 members 
Entering Unmasked Estep 
Score: -40040600.000000 Penalty: 6440.221191
	Iteration 42Q: 3 clusters Score -4.00406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 434288 members 
Entering Unmasked Estep 
Score: -40040608.000000 Penalty: 6440.221191
	Iteration 43Q: 3 clusters Score -4.004061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 434288 members 
Entering Unmasked Estep 
Score: -40040616.000000 Penalty: 6440.221191
	Iteration 44Q: 3 clusters Score -4.004062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 434290 members 
Entering Unmasked Estep 
Score: -40040612.000000 Penalty: 6440.221191
	Iteration 45Q: 3 clusters Score -4.004061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 434292 members 
Entering Unmasked Estep 
Score: -40040624.000000 Penalty: 6440.221191
	Iteration 46Q: 3 clusters Score -4.004062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 434294 members 
Entering Unmasked Estep 
Score: -40040612.000000 Penalty: 6440.221191
	Iteration 47Q: 3 clusters Score -4.004061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 434296 members 
Entering Unmasked Estep 
Score: -40040612.000000 Penalty: 6440.221191
	Iteration 48Q: 3 clusters Score -4.004061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 434302 members 
Entering Unmasked Estep 
Score: -40040624.000000 Penalty: 6440.221191
	Iteration 49Q: 3 clusters Score -4.004062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 434305 members 
Entering Unmasked Estep 
Score: -40040620.000000 Penalty: 6440.221191
	Iteration 50Q: 3 clusters Score -4.004062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 434308 members 
Entering Unmasked Estep 
Score: -40040624.000000 Penalty: 6440.221191
	Iteration 51Q: 3 clusters Score -4.004062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 434311 members 
Entering Unmasked Estep 
Score: -40040632.000000 Penalty: 6440.221191
	Iteration 52Q: 3 clusters Score -4.004063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 434317 members 
Entering Unmasked Estep 
Score: -40040620.000000 Penalty: 6440.221191
	Iteration 53Q: 3 clusters Score -4.004062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 434323 members 
Entering Unmasked Estep 
Score: -40040612.000000 Penalty: 6440.221191
	Iteration 54Q: 3 clusters Score -4.004061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 434329 members 
Entering Unmasked Estep 
Score: -40040640.000000 Penalty: 6440.221191
	Iteration 55Q: 3 clusters Score -4.004064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 434330 members 
Entering Unmasked Estep 
Score: -40040628.000000 Penalty: 6440.221191
	Iteration 56Q: 3 clusters Score -4.004063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 434331 members 
Entering Unmasked Estep 
Score: -40040632.000000 Penalty: 6440.221191
	Iteration 57Q: 3 clusters Score -4.004063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 434334 members 
Entering Unmasked Estep 
Score: -40040632.000000 Penalty: 6440.221191
	Iteration 58Q: 3 clusters Score -4.004063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 434336 members 
Entering Unmasked Estep 
Score: -40040636.000000 Penalty: 6440.221191
	Iteration 59Q: 3 clusters Score -4.004064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 434336 members 
Entering Unmasked Estep 
Score: -40040632.000000 Penalty: 6440.221191
	Iteration 60F: 3 clusters Score -4.004063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 434340 members 
Entering Unmasked Estep 
Score: -40040644.000000 Penalty: 6440.221191
	Iteration 61Q: 3 clusters Score -4.004064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 434341 members 
Entering Unmasked Estep 
Score: -40040656.000000 Penalty: 6440.221191
	Iteration 62Q: 3 clusters Score -4.004066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 434341 members 
Entering Unmasked Estep 
Score: -40040656.000000 Penalty: 6440.221191
	Iteration 63F: 3 clusters Score -4.004066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Entering Unmasked Estep 
Score: -2659545.750000 Penalty: 2550.197266
	Iteration 0F: 2 clusters Score -2659546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2639372.000000 Penalty: 5100.394531
	Iteration 0F: 3 clusters Score -2639372 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2646742.000000 Penalty: 5100.394531
	Iteration 1F: 3 clusters Score -2646742 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2647460.500000 Penalty: 5100.394531
	Iteration 2F: 3 clusters Score -2647460 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2648213.750000 Penalty: 5100.394531
	Iteration 3F: 3 clusters Score -2648214 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2649036.500000 Penalty: 5100.394531
	Iteration 4F: 3 clusters Score -2649036 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2649898.750000 Penalty: 5100.394531
	Iteration 5F: 3 clusters Score -2649899 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2650806.250000 Penalty: 5100.394531
	Iteration 6F: 3 clusters Score -2650806 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2651648.250000 Penalty: 5100.394531
	Iteration 7F: 3 clusters Score -2651648 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2652440.250000 Penalty: 5100.394531
	Iteration 8Q: 3 clusters Score -2652440 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2653160.250000 Penalty: 5100.394531
	Iteration 9Q: 3 clusters Score -2653160 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2653795.750000 Penalty: 5100.394531
	Iteration 10Q: 3 clusters Score -2653796 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2654360.750000 Penalty: 5100.394531
	Iteration 11Q: 3 clusters Score -2654361 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2654806.000000 Penalty: 5100.394531
	Iteration 12Q: 3 clusters Score -2654806 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2655091.000000 Penalty: 5100.394531
	Iteration 13Q: 3 clusters Score -2655091 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2655328.500000 Penalty: 5100.394531
	Iteration 14Q: 3 clusters Score -2655328 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2655497.500000 Penalty: 5100.394531
	Iteration 15Q: 3 clusters Score -2655498 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2655644.250000 Penalty: 5100.394531
	Iteration 16Q: 3 clusters Score -2655644 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2655757.500000 Penalty: 5100.394531
	Iteration 17Q: 3 clusters Score -2655758 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2655892.250000 Penalty: 5100.394531
	Iteration 18Q: 3 clusters Score -2655892 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2655996.500000 Penalty: 5100.394531
	Iteration 19Q: 3 clusters Score -2655996 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2656094.500000 Penalty: 5100.394531
	Iteration 20F: 3 clusters Score -2656094 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2656176.250000 Penalty: 5100.394531
	Iteration 21Q: 3 clusters Score -2656176 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2656228.250000 Penalty: 5100.394531
	Iteration 22Q: 3 clusters Score -2656228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2656267.750000 Penalty: 5100.394531
	Iteration 23Q: 3 clusters Score -2656268 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2656308.000000 Penalty: 5100.394531
	Iteration 24Q: 3 clusters Score -2656308 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2656354.750000 Penalty: 5100.394531
	Iteration 25Q: 3 clusters Score -2656355 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2656398.250000 Penalty: 5100.394531
	Iteration 26Q: 3 clusters Score -2656398 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2656429.250000 Penalty: 5100.394531
	Iteration 27Q: 3 clusters Score -2656429 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2656458.250000 Penalty: 5100.394531
	Iteration 28Q: 3 clusters Score -2656458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2656504.500000 Penalty: 5100.394531
	Iteration 29Q: 3 clusters Score -2656504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2656521.250000 Penalty: 5100.394531
	Iteration 30Q: 3 clusters Score -2656521 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2656538.000000 Penalty: 5100.394531
	Iteration 31Q: 3 clusters Score -2656538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2656564.500000 Penalty: 5100.394531
	Iteration 32Q: 3 clusters Score -2656564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2656584.250000 Penalty: 5100.394531
	Iteration 33Q: 3 clusters Score -2656584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2656600.000000 Penalty: 5100.394531
	Iteration 34Q: 3 clusters Score -2656600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2656605.500000 Penalty: 5100.394531
	Iteration 35Q: 3 clusters Score -2656606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2656628.750000 Penalty: 5100.394531
	Iteration 36Q: 3 clusters Score -2656629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2656630.500000 Penalty: 5100.394531
	Iteration 37Q: 3 clusters Score -2656630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2656640.000000 Penalty: 5100.394531
	Iteration 38Q: 3 clusters Score -2656640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2656651.750000 Penalty: 5100.394531
	Iteration 39Q: 3 clusters Score -2656652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2656640.750000 Penalty: 5100.394531
	Iteration 40F: 3 clusters Score -2656641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2656647.500000 Penalty: 5100.394531
	Iteration 41Q: 3 clusters Score -2656648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2656650.750000 Penalty: 5100.394531
	Iteration 42Q: 3 clusters Score -2656651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2656661.500000 Penalty: 5100.394531
	Iteration 43Q: 3 clusters Score -2656662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2656665.250000 Penalty: 5100.394531
	Iteration 44Q: 3 clusters Score -2656665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2656667.750000 Penalty: 5100.394531
	Iteration 45Q: 3 clusters Score -2656668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2656675.750000 Penalty: 5100.394531
	Iteration 46Q: 3 clusters Score -2656676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2656674.000000 Penalty: 5100.394531
	Iteration 47Q: 3 clusters Score -2656674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2656672.000000 Penalty: 5100.394531
	Iteration 48Q: 3 clusters Score -2656672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2656683.000000 Penalty: 5100.394531
	Iteration 49Q: 3 clusters Score -2656683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2656687.750000 Penalty: 5100.394531
	Iteration 50Q: 3 clusters Score -2656688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2656698.250000 Penalty: 5100.394531
	Iteration 51Q: 3 clusters Score -2656698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2656703.000000 Penalty: 5100.394531
	Iteration 52Q: 3 clusters Score -2656703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2656709.750000 Penalty: 5100.394531
	Iteration 53Q: 3 clusters Score -2656710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2656728.000000 Penalty: 5100.394531
	Iteration 54Q: 3 clusters Score -2656728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2656733.750000 Penalty: 5100.394531
	Iteration 55Q: 3 clusters Score -2656734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2656728.500000 Penalty: 5100.394531
	Iteration 56Q: 3 clusters Score -2656728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2656734.250000 Penalty: 5100.394531
	Iteration 57Q: 3 clusters Score -2656734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2656737.000000 Penalty: 5100.394531
	Iteration 58Q: 3 clusters Score -2656737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2656739.750000 Penalty: 5100.394531
	Iteration 59Q: 3 clusters Score -2656740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2656746.000000 Penalty: 5100.394531
	Iteration 60F: 3 clusters Score -2656746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2656748.000000 Penalty: 5100.394531
	Iteration 61Q: 3 clusters Score -2656748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2656757.500000 Penalty: 5100.394531
	Iteration 62Q: 3 clusters Score -2656758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2656764.750000 Penalty: 5100.394531
	Iteration 63Q: 3 clusters Score -2656765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2656765.500000 Penalty: 5100.394531
	Iteration 64Q: 3 clusters Score -2656766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2656761.000000 Penalty: 5100.394531
	Iteration 65Q: 3 clusters Score -2656761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2656760.250000 Penalty: 5100.394531
	Iteration 66Q: 3 clusters Score -2656760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2656768.000000 Penalty: 5100.394531
	Iteration 67Q: 3 clusters Score -2656768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2656765.000000 Penalty: 5100.394531
	Iteration 68Q: 3 clusters Score -2656765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2656768.000000 Penalty: 5100.394531
	Iteration 69Q: 3 clusters Score -2656768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2656772.250000 Penalty: 5100.394531
	Iteration 70Q: 3 clusters Score -2656772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2656776.250000 Penalty: 5100.394531
	Iteration 71Q: 3 clusters Score -2656776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2656784.000000 Penalty: 5100.394531
	Iteration 72Q: 3 clusters Score -2656784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2656787.500000 Penalty: 5100.394531
	Iteration 73Q: 3 clusters Score -2656788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2656793.250000 Penalty: 5100.394531
	Iteration 74Q: 3 clusters Score -2656793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2656803.000000 Penalty: 5100.394531
	Iteration 75Q: 3 clusters Score -2656803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2656815.250000 Penalty: 5100.394531
	Iteration 76Q: 3 clusters Score -2656815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2656811.500000 Penalty: 5100.394531
	Iteration 77Q: 3 clusters Score -2656812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2656820.250000 Penalty: 5100.394531
	Iteration 78Q: 3 clusters Score -2656820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2656826.000000 Penalty: 5100.394531
	Iteration 79Q: 3 clusters Score -2656826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2656836.250000 Penalty: 5100.394531
	Iteration 80F: 3 clusters Score -2656836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2656830.500000 Penalty: 5100.394531
	Iteration 81Q: 3 clusters Score -2656830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2656842.500000 Penalty: 5100.394531
	Iteration 82Q: 3 clusters Score -2656842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2656866.000000 Penalty: 5100.394531
	Iteration 83Q: 3 clusters Score -2656866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2656874.500000 Penalty: 5100.394531
	Iteration 84Q: 3 clusters Score -2656874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2656886.000000 Penalty: 5100.394531
	Iteration 85Q: 3 clusters Score -2656886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2656910.750000 Penalty: 5100.394531
	Iteration 86Q: 3 clusters Score -2656911 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2656942.000000 Penalty: 5100.394531
	Iteration 87Q: 3 clusters Score -2656942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2656988.250000 Penalty: 5100.394531
	Iteration 88Q: 3 clusters Score -2656988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2657038.000000 Penalty: 5100.394531
	Iteration 89Q: 3 clusters Score -2657038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2657099.750000 Penalty: 5100.394531
	Iteration 90Q: 3 clusters Score -2657100 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2657151.000000 Penalty: 5100.394531
	Iteration 91Q: 3 clusters Score -2657151 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2657228.000000 Penalty: 5100.394531
	Iteration 92Q: 3 clusters Score -2657228 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2657292.500000 Penalty: 5100.394531
	Iteration 93Q: 3 clusters Score -2657292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2657378.750000 Penalty: 5100.394531
	Iteration 94Q: 3 clusters Score -2657379 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2657443.000000 Penalty: 5100.394531
	Iteration 95Q: 3 clusters Score -2657443 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2657493.750000 Penalty: 5100.394531
	Iteration 96Q: 3 clusters Score -2657494 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2657569.750000 Penalty: 5100.394531
	Iteration 97Q: 3 clusters Score -2657570 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2657613.000000 Penalty: 5100.394531
	Iteration 98Q: 3 clusters Score -2657613 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2657662.250000 Penalty: 5100.394531
	Iteration 99Q: 3 clusters Score -2657662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2657703.250000 Penalty: 5100.394531
	Iteration 100F: 3 clusters Score -2657703 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2657740.000000 Penalty: 5100.394531
	Iteration 101Q: 3 clusters Score -2657740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2657770.250000 Penalty: 5100.394531
	Iteration 102Q: 3 clusters Score -2657770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2657803.500000 Penalty: 5100.394531
	Iteration 103Q: 3 clusters Score -2657804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2657832.000000 Penalty: 5100.394531
	Iteration 104Q: 3 clusters Score -2657832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2657850.000000 Penalty: 5100.394531
	Iteration 105Q: 3 clusters Score -2657850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2657875.250000 Penalty: 5100.394531
	Iteration 106Q: 3 clusters Score -2657875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2657897.500000 Penalty: 5100.394531
	Iteration 107Q: 3 clusters Score -2657898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2657909.750000 Penalty: 5100.394531
	Iteration 108Q: 3 clusters Score -2657910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2657921.250000 Penalty: 5100.394531
	Iteration 109Q: 3 clusters Score -2657921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2657927.250000 Penalty: 5100.394531
	Iteration 110Q: 3 clusters Score -2657927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2657941.500000 Penalty: 5100.394531
	Iteration 111Q: 3 clusters Score -2657942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2657946.750000 Penalty: 5100.394531
	Iteration 112Q: 3 clusters Score -2657947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2657944.750000 Penalty: 5100.394531
	Iteration 113Q: 3 clusters Score -2657945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2657954.750000 Penalty: 5100.394531
	Iteration 114Q: 3 clusters Score -2657955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2657954.750000 Penalty: 5100.394531
	Iteration 115Q: 3 clusters Score -2657955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2657957.000000 Penalty: 5100.394531
	Iteration 116Q: 3 clusters Score -2657957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2657959.000000 Penalty: 5100.394531
	Iteration 117Q: 3 clusters Score -2657959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2657959.750000 Penalty: 5100.394531
	Iteration 118Q: 3 clusters Score -2657960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2657959.750000 Penalty: 5100.394531
	Iteration 119F: 3 clusters Score -2657960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Entering Unmasked Estep 
Score: -1230344.875000 Penalty: 2374.527100
	Iteration 0F: 2 clusters Score -1230345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1219908.625000 Penalty: 4749.054199
	Iteration 0F: 3 clusters Score -1219909 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1223432.750000 Penalty: 4749.054199
	Iteration 1F: 3 clusters Score -1223433 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1224012.375000 Penalty: 4749.054199
	Iteration 2F: 3 clusters Score -1224012 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1224487.875000 Penalty: 4749.054199
	Iteration 3F: 3 clusters Score -1224488 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1224919.125000 Penalty: 4749.054199
	Iteration 4F: 3 clusters Score -1224919 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1225334.875000 Penalty: 4749.054199
	Iteration 5F: 3 clusters Score -1225335 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1225762.500000 Penalty: 4749.054199
	Iteration 6F: 3 clusters Score -1225762 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1226143.125000 Penalty: 4749.054199
	Iteration 7Q: 3 clusters Score -1226143 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1226467.875000 Penalty: 4749.054199
	Iteration 8Q: 3 clusters Score -1226468 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1226745.875000 Penalty: 4749.054199
	Iteration 9Q: 3 clusters Score -1226746 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1226976.000000 Penalty: 4749.054199
	Iteration 10Q: 3 clusters Score -1226976 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1227179.000000 Penalty: 4749.054199
	Iteration 11Q: 3 clusters Score -1227179 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1227359.625000 Penalty: 4749.054199
	Iteration 12Q: 3 clusters Score -1227360 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1227514.500000 Penalty: 4749.054199
	Iteration 13Q: 3 clusters Score -1227514 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1227638.000000 Penalty: 4749.054199
	Iteration 14Q: 3 clusters Score -1227638 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1227742.875000 Penalty: 4749.054199
	Iteration 15Q: 3 clusters Score -1227743 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1227841.125000 Penalty: 4749.054199
	Iteration 16Q: 3 clusters Score -1227841 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1227933.250000 Penalty: 4749.054199
	Iteration 17Q: 3 clusters Score -1227933 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1228011.875000 Penalty: 4749.054199
	Iteration 18Q: 3 clusters Score -1228012 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1228081.625000 Penalty: 4749.054199
	Iteration 19Q: 3 clusters Score -1228082 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1228147.250000 Penalty: 4749.054199
	Iteration 20F: 3 clusters Score -1228147 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1228195.500000 Penalty: 4749.054199
	Iteration 21Q: 3 clusters Score -1228196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1228235.125000 Penalty: 4749.054199
	Iteration 22Q: 3 clusters Score -1228235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1228274.375000 Penalty: 4749.054199
	Iteration 23Q: 3 clusters Score -1228274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1228302.125000 Penalty: 4749.054199
	Iteration 24Q: 3 clusters Score -1228302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1228331.250000 Penalty: 4749.054199
	Iteration 25Q: 3 clusters Score -1228331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1228352.375000 Penalty: 4749.054199
	Iteration 26Q: 3 clusters Score -1228352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1228365.000000 Penalty: 4749.054199
	Iteration 27Q: 3 clusters Score -1228365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1228384.250000 Penalty: 4749.054199
	Iteration 28Q: 3 clusters Score -1228384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1228399.500000 Penalty: 4749.054199
	Iteration 29Q: 3 clusters Score -1228400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1228416.750000 Penalty: 4749.054199
	Iteration 30Q: 3 clusters Score -1228417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1228430.875000 Penalty: 4749.054199
	Iteration 31Q: 3 clusters Score -1228431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1228449.125000 Penalty: 4749.054199
	Iteration 32Q: 3 clusters Score -1228449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1228464.375000 Penalty: 4749.054199
	Iteration 33Q: 3 clusters Score -1228464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1228480.125000 Penalty: 4749.054199
	Iteration 34Q: 3 clusters Score -1228480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1228496.000000 Penalty: 4749.054199
	Iteration 35Q: 3 clusters Score -1228496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1228507.125000 Penalty: 4749.054199
	Iteration 36Q: 3 clusters Score -1228507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1228515.625000 Penalty: 4749.054199
	Iteration 37Q: 3 clusters Score -1228516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1228521.500000 Penalty: 4749.054199
	Iteration 38Q: 3 clusters Score -1228522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1228524.375000 Penalty: 4749.054199
	Iteration 39Q: 3 clusters Score -1228524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1228527.750000 Penalty: 4749.054199
	Iteration 40F: 3 clusters Score -1228528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1228531.000000 Penalty: 4749.054199
	Iteration 41Q: 3 clusters Score -1228531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1228533.625000 Penalty: 4749.054199
	Iteration 42Q: 3 clusters Score -1228534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1228535.000000 Penalty: 4749.054199
	Iteration 43Q: 3 clusters Score -1228535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1228535.000000 Penalty: 4749.054199
	Iteration 44F: 3 clusters Score -1228535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Entering Unmasked Estep 
Score: -3685150.000000 Penalty: 2622.429443
	Iteration 0F: 2 clusters Score -3685150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3658593.500000 Penalty: 5244.858887
	Iteration 0F: 3 clusters Score -3658594 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3668348.000000 Penalty: 5244.858887
	Iteration 1F: 3 clusters Score -3668348 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3668879.750000 Penalty: 5244.858887
	Iteration 2Q: 3 clusters Score -3668880 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3669404.000000 Penalty: 5244.858887
	Iteration 3Q: 3 clusters Score -3669404 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3669969.000000 Penalty: 5244.858887
	Iteration 4Q: 3 clusters Score -3669969 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3670601.500000 Penalty: 5244.858887
	Iteration 5Q: 3 clusters Score -3670602 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3671446.750000 Penalty: 5244.858887
	Iteration 6Q: 3 clusters Score -3671447 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3672550.750000 Penalty: 5244.858887
	Iteration 7F: 3 clusters Score -3672551 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3673749.000000 Penalty: 5244.858887
	Iteration 8F: 3 clusters Score -3673749 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3674876.500000 Penalty: 5244.858887
	Iteration 9F: 3 clusters Score -3674876 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3675850.250000 Penalty: 5244.858887
	Iteration 10F: 3 clusters Score -3675850 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3676613.000000 Penalty: 5244.858887
	Iteration 11Q: 3 clusters Score -3676613 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3677261.750000 Penalty: 5244.858887
	Iteration 12Q: 3 clusters Score -3677262 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3677712.750000 Penalty: 5244.858887
	Iteration 13Q: 3 clusters Score -3677713 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3678050.000000 Penalty: 5244.858887
	Iteration 14Q: 3 clusters Score -3678050 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3678302.250000 Penalty: 5244.858887
	Iteration 15Q: 3 clusters Score -3678302 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3678468.500000 Penalty: 5244.858887
	Iteration 16Q: 3 clusters Score -3678468 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3678615.500000 Penalty: 5244.858887
	Iteration 17Q: 3 clusters Score -3678616 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3678688.250000 Penalty: 5244.858887
	Iteration 18Q: 3 clusters Score -3678688 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3678737.500000 Penalty: 5244.858887
	Iteration 19Q: 3 clusters Score -3678738 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3678761.750000 Penalty: 5244.858887
	Iteration 20F: 3 clusters Score -3678762 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3678775.250000 Penalty: 5244.858887
	Iteration 21Q: 3 clusters Score -3678775 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3678794.750000 Penalty: 5244.858887
	Iteration 22Q: 3 clusters Score -3678795 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3678805.250000 Penalty: 5244.858887
	Iteration 23Q: 3 clusters Score -3678805 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3678810.750000 Penalty: 5244.858887
	Iteration 24Q: 3 clusters Score -3678811 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3678825.500000 Penalty: 5244.858887
	Iteration 25Q: 3 clusters Score -3678826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3678841.250000 Penalty: 5244.858887
	Iteration 26Q: 3 clusters Score -3678841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3678833.750000 Penalty: 5244.858887
	Iteration 27Q: 3 clusters Score -3678834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3678833.000000 Penalty: 5244.858887
	Iteration 28Q: 3 clusters Score -3678833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3678829.000000 Penalty: 5244.858887
	Iteration 29Q: 3 clusters Score -3678829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3678837.250000 Penalty: 5244.858887
	Iteration 30Q: 3 clusters Score -3678837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3678832.500000 Penalty: 5244.858887
	Iteration 31Q: 3 clusters Score -3678832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3678843.500000 Penalty: 5244.858887
	Iteration 32Q: 3 clusters Score -3678844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3678849.000000 Penalty: 5244.858887
	Iteration 33Q: 3 clusters Score -3678849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3678858.500000 Penalty: 5244.858887
	Iteration 34Q: 3 clusters Score -3678858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3678846.750000 Penalty: 5244.858887
	Iteration 35Q: 3 clusters Score -3678847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3678846.000000 Penalty: 5244.858887
	Iteration 36Q: 3 clusters Score -3678846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3678840.750000 Penalty: 5244.858887
	Iteration 37Q: 3 clusters Score -3678841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3678843.250000 Penalty: 5244.858887
	Iteration 38Q: 3 clusters Score -3678843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3678846.000000 Penalty: 5244.858887
	Iteration 39Q: 3 clusters Score -3678846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3678848.750000 Penalty: 5244.858887
	Iteration 40F: 3 clusters Score -3678849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3678840.500000 Penalty: 5244.858887
	Iteration 41Q: 3 clusters Score -3678840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3678838.250000 Penalty: 5244.858887
	Iteration 42Q: 3 clusters Score -3678838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3678839.250000 Penalty: 5244.858887
	Iteration 43Q: 3 clusters Score -3678839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3678838.000000 Penalty: 5244.858887
	Iteration 44Q: 3 clusters Score -3678838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3678831.000000 Penalty: 5244.858887
	Iteration 45Q: 3 clusters Score -3678831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3678837.250000 Penalty: 5244.858887
	Iteration 46Q: 3 clusters Score -3678837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3678836.750000 Penalty: 5244.858887
	Iteration 47Q: 3 clusters Score -3678837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3678842.250000 Penalty: 5244.858887
	Iteration 48Q: 3 clusters Score -3678842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3678846.000000 Penalty: 5244.858887
	Iteration 49Q: 3 clusters Score -3678846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3678856.750000 Penalty: 5244.858887
	Iteration 50Q: 3 clusters Score -3678857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3678857.250000 Penalty: 5244.858887
	Iteration 51Q: 3 clusters Score -3678857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3678853.250000 Penalty: 5244.858887
	Iteration 52Q: 3 clusters Score -3678853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3678851.500000 Penalty: 5244.858887
	Iteration 53Q: 3 clusters Score -3678852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3678845.250000 Penalty: 5244.858887
	Iteration 54Q: 3 clusters Score -3678845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3678845.750000 Penalty: 5244.858887
	Iteration 55Q: 3 clusters Score -3678846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3678842.250000 Penalty: 5244.858887
	Iteration 56Q: 3 clusters Score -3678842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3678842.000000 Penalty: 5244.858887
	Iteration 57Q: 3 clusters Score -3678842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3678841.750000 Penalty: 5244.858887
	Iteration 58Q: 3 clusters Score -3678842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3678844.500000 Penalty: 5244.858887
	Iteration 59Q: 3 clusters Score -3678844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3678853.750000 Penalty: 5244.858887
	Iteration 60F: 3 clusters Score -3678854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3678853.750000 Penalty: 5244.858887
	Iteration 61Q: 3 clusters Score -3678854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3678858.250000 Penalty: 5244.858887
	Iteration 62Q: 3 clusters Score -3678858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3678856.250000 Penalty: 5244.858887
	Iteration 63Q: 3 clusters Score -3678856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3678857.500000 Penalty: 5244.858887
	Iteration 64Q: 3 clusters Score -3678858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3678859.000000 Penalty: 5244.858887
	Iteration 65Q: 3 clusters Score -3678859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3678861.750000 Penalty: 5244.858887
	Iteration 66Q: 3 clusters Score -3678862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3678863.000000 Penalty: 5244.858887
	Iteration 67Q: 3 clusters Score -3678863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3678866.750000 Penalty: 5244.858887
	Iteration 68Q: 3 clusters Score -3678867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3678863.500000 Penalty: 5244.858887
	Iteration 69Q: 3 clusters Score -3678864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3678870.000000 Penalty: 5244.858887
	Iteration 70Q: 3 clusters Score -3678870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3678858.250000 Penalty: 5244.858887
	Iteration 71Q: 3 clusters Score -3678858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3678854.250000 Penalty: 5244.858887
	Iteration 72Q: 3 clusters Score -3678854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3678857.250000 Penalty: 5244.858887
	Iteration 73Q: 3 clusters Score -3678857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3678858.000000 Penalty: 5244.858887
	Iteration 74Q: 3 clusters Score -3678858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3678859.750000 Penalty: 5244.858887
	Iteration 75Q: 3 clusters Score -3678860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3678863.500000 Penalty: 5244.858887
	Iteration 76Q: 3 clusters Score -3678864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3678862.250000 Penalty: 5244.858887
	Iteration 77Q: 3 clusters Score -3678862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3678860.000000 Penalty: 5244.858887
	Iteration 78Q: 3 clusters Score -3678860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3678864.500000 Penalty: 5244.858887
	Iteration 79Q: 3 clusters Score -3678864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3678864.000000 Penalty: 5244.858887
	Iteration 80F: 3 clusters Score -3678864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3678859.750000 Penalty: 5244.858887
	Iteration 81Q: 3 clusters Score -3678860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3678858.000000 Penalty: 5244.858887
	Iteration 82Q: 3 clusters Score -3678858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3678857.750000 Penalty: 5244.858887
	Iteration 83Q: 3 clusters Score -3678858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3678860.750000 Penalty: 5244.858887
	Iteration 84Q: 3 clusters Score -3678861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3678864.000000 Penalty: 5244.858887
	Iteration 85Q: 3 clusters Score -3678864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3678863.750000 Penalty: 5244.858887
	Iteration 86Q: 3 clusters Score -3678864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3678861.750000 Penalty: 5244.858887
	Iteration 87Q: 3 clusters Score -3678862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3678862.000000 Penalty: 5244.858887
	Iteration 88Q: 3 clusters Score -3678862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3678865.500000 Penalty: 5244.858887
	Iteration 89Q: 3 clusters Score -3678866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3678865.000000 Penalty: 5244.858887
	Iteration 90Q: 3 clusters Score -3678865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3678861.750000 Penalty: 5244.858887
	Iteration 91Q: 3 clusters Score -3678862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3678866.750000 Penalty: 5244.858887
	Iteration 92Q: 3 clusters Score -3678867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3678864.000000 Penalty: 5244.858887
	Iteration 93Q: 3 clusters Score -3678864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3678867.500000 Penalty: 5244.858887
	Iteration 94Q: 3 clusters Score -3678868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3678869.750000 Penalty: 5244.858887
	Iteration 95Q: 3 clusters Score -3678870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3678869.500000 Penalty: 5244.858887
	Iteration 96Q: 3 clusters Score -3678870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3678869.500000 Penalty: 5244.858887
	Iteration 97F: 3 clusters Score -3678870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -697430.812500 Penalty: 2230.523926
	Iteration 0F: 2 clusters Score -697430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -691028.937500 Penalty: 4461.047852
	Iteration 0F: 3 clusters Score -691028.9 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -692695.000000 Penalty: 4461.047852
	Iteration 1F: 3 clusters Score -692695 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -692936.312500 Penalty: 4461.047852
	Iteration 2F: 3 clusters Score -692936.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -693095.750000 Penalty: 4461.047852
	Iteration 3Q: 3 clusters Score -693095.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -693206.562500 Penalty: 4461.047852
	Iteration 4Q: 3 clusters Score -693206.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -693304.250000 Penalty: 4461.047852
	Iteration 5Q: 3 clusters Score -693304.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -693414.750000 Penalty: 4461.047852
	Iteration 6Q: 3 clusters Score -693414.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -693541.062500 Penalty: 4461.047852
	Iteration 7Q: 3 clusters Score -693541.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -693753.187500 Penalty: 4461.047852
	Iteration 8Q: 3 clusters Score -693753.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -693981.937500 Penalty: 4461.047852
	Iteration 9Q: 3 clusters Score -693981.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -694214.250000 Penalty: 4461.047852
	Iteration 10Q: 3 clusters Score -694214.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -694469.125000 Penalty: 4461.047852
	Iteration 11Q: 3 clusters Score -694469.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -694678.687500 Penalty: 4461.047852
	Iteration 12Q: 3 clusters Score -694678.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -694848.500000 Penalty: 4461.047852
	Iteration 13Q: 3 clusters Score -694848.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -694987.812500 Penalty: 4461.047852
	Iteration 14Q: 3 clusters Score -694987.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -695097.562500 Penalty: 4461.047852
	Iteration 15Q: 3 clusters Score -695097.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -695178.687500 Penalty: 4461.047852
	Iteration 16Q: 3 clusters Score -695178.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -695234.062500 Penalty: 4461.047852
	Iteration 17Q: 3 clusters Score -695234.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -695271.125000 Penalty: 4461.047852
	Iteration 18Q: 3 clusters Score -695271.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -695300.812500 Penalty: 4461.047852
	Iteration 19Q: 3 clusters Score -695300.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -695324.125000 Penalty: 4461.047852
	Iteration 20F: 3 clusters Score -695324.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -695342.312500 Penalty: 4461.047852
	Iteration 21Q: 3 clusters Score -695342.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -695360.125000 Penalty: 4461.047852
	Iteration 22Q: 3 clusters Score -695360.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -695382.187500 Penalty: 4461.047852
	Iteration 23Q: 3 clusters Score -695382.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -695401.937500 Penalty: 4461.047852
	Iteration 24Q: 3 clusters Score -695401.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -695421.250000 Penalty: 4461.047852
	Iteration 25Q: 3 clusters Score -695421.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -695440.437500 Penalty: 4461.047852
	Iteration 26Q: 3 clusters Score -695440.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -695459.875000 Penalty: 4461.047852
	Iteration 27Q: 3 clusters Score -695459.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -695470.437500 Penalty: 4461.047852
	Iteration 28Q: 3 clusters Score -695470.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -695488.625000 Penalty: 4461.047852
	Iteration 29Q: 3 clusters Score -695488.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -695506.187500 Penalty: 4461.047852
	Iteration 30Q: 3 clusters Score -695506.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -695529.437500 Penalty: 4461.047852
	Iteration 31Q: 3 clusters Score -695529.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -695558.000000 Penalty: 4461.047852
	Iteration 32Q: 3 clusters Score -695558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -695588.250000 Penalty: 4461.047852
	Iteration 33Q: 3 clusters Score -695588.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -695616.250000 Penalty: 4461.047852
	Iteration 34Q: 3 clusters Score -695616.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -695647.687500 Penalty: 4461.047852
	Iteration 35Q: 3 clusters Score -695647.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -695677.312500 Penalty: 4461.047852
	Iteration 36Q: 3 clusters Score -695677.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -695710.750000 Penalty: 4461.047852
	Iteration 37Q: 3 clusters Score -695710.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -695753.125000 Penalty: 4461.047852
	Iteration 38Q: 3 clusters Score -695753.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -695801.500000 Penalty: 4461.047852
	Iteration 39Q: 3 clusters Score -695801.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -695863.875000 Penalty: 4461.047852
	Iteration 40F: 3 clusters Score -695863.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -695932.187500 Penalty: 4461.047852
	Iteration 41Q: 3 clusters Score -695932.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -695994.312500 Penalty: 4461.047852
	Iteration 42Q: 3 clusters Score -695994.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -696068.062500 Penalty: 4461.047852
	Iteration 43Q: 3 clusters Score -696068.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -696133.625000 Penalty: 4461.047852
	Iteration 44Q: 3 clusters Score -696133.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -696198.937500 Penalty: 4461.047852
	Iteration 45Q: 3 clusters Score -696198.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -696288.687500 Penalty: 4461.047852
	Iteration 46Q: 3 clusters Score -696288.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -696389.187500 Penalty: 4461.047852
	Iteration 47Q: 3 clusters Score -696389.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -696479.937500 Penalty: 4461.047852
	Iteration 48Q: 3 clusters Score -696479.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -696549.187500 Penalty: 4461.047852
	Iteration 49Q: 3 clusters Score -696549.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -696594.812500 Penalty: 4461.047852
	Iteration 50Q: 3 clusters Score -696594.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -696623.625000 Penalty: 4461.047852
	Iteration 51Q: 3 clusters Score -696623.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -696647.562500 Penalty: 4461.047852
	Iteration 52Q: 3 clusters Score -696647.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -696666.062500 Penalty: 4461.047852
	Iteration 53Q: 3 clusters Score -696666.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -696676.875000 Penalty: 4461.047852
	Iteration 54Q: 3 clusters Score -696676.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -696682.125000 Penalty: 4461.047852
	Iteration 55Q: 3 clusters Score -696682.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -696686.312500 Penalty: 4461.047852
	Iteration 56Q: 3 clusters Score -696686.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -696687.687500 Penalty: 4461.047852
	Iteration 57Q: 3 clusters Score -696687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -696691.437500 Penalty: 4461.047852
	Iteration 58Q: 3 clusters Score -696691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -696692.250000 Penalty: 4461.047852
	Iteration 59Q: 3 clusters Score -696692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -696692.625000 Penalty: 4461.047852
	Iteration 60F: 3 clusters Score -696692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -696694.687500 Penalty: 4461.047852
	Iteration 61Q: 3 clusters Score -696694.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -696693.875000 Penalty: 4461.047852
	Iteration 62Q: 3 clusters Score -696693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -696693.750000 Penalty: 4461.047852
	Iteration 63Q: 3 clusters Score -696693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -696694.062500 Penalty: 4461.047852
	Iteration 64Q: 3 clusters Score -696694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -696694.500000 Penalty: 4461.047852
	Iteration 65Q: 3 clusters Score -696694.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -696694.812500 Penalty: 4461.047852
	Iteration 66Q: 3 clusters Score -696694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -696695.687500 Penalty: 4461.047852
	Iteration 67Q: 3 clusters Score -696695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -696696.750000 Penalty: 4461.047852
	Iteration 68Q: 3 clusters Score -696696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -696696.625000 Penalty: 4461.047852
	Iteration 69Q: 3 clusters Score -696696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -696697.500000 Penalty: 4461.047852
	Iteration 70Q: 3 clusters Score -696697.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -696697.500000 Penalty: 4461.047852
	Iteration 71F: 3 clusters Score -696697.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Entering Unmasked Estep 
Score: -855406.437500 Penalty: 2272.121582
	Iteration 0F: 2 clusters Score -855406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -848048.187500 Penalty: 4544.243164
	Iteration 0F: 3 clusters Score -848048.2 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -850213.437500 Penalty: 4544.243164
	Iteration 1F: 3 clusters Score -850213.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -850510.812500 Penalty: 4544.243164
	Iteration 2F: 3 clusters Score -850510.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -850748.375000 Penalty: 4544.243164
	Iteration 3F: 3 clusters Score -850748.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -850964.500000 Penalty: 4544.243164
	Iteration 4Q: 3 clusters Score -850964.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -851169.187500 Penalty: 4544.243164
	Iteration 5Q: 3 clusters Score -851169.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -851376.250000 Penalty: 4544.243164
	Iteration 6Q: 3 clusters Score -851376.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -851593.312500 Penalty: 4544.243164
	Iteration 7Q: 3 clusters Score -851593.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -851816.062500 Penalty: 4544.243164
	Iteration 8Q: 3 clusters Score -851816.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -852078.750000 Penalty: 4544.243164
	Iteration 9Q: 3 clusters Score -852078.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -852356.312500 Penalty: 4544.243164
	Iteration 10Q: 3 clusters Score -852356.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -852620.437500 Penalty: 4544.243164
	Iteration 11Q: 3 clusters Score -852620.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -852880.750000 Penalty: 4544.243164
	Iteration 12Q: 3 clusters Score -852880.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -853125.687500 Penalty: 4544.243164
	Iteration 13Q: 3 clusters Score -853125.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -853338.437500 Penalty: 4544.243164
	Iteration 14Q: 3 clusters Score -853338.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -853498.812500 Penalty: 4544.243164
	Iteration 15Q: 3 clusters Score -853498.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -853636.812500 Penalty: 4544.243164
	Iteration 16Q: 3 clusters Score -853636.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -853714.750000 Penalty: 4544.243164
	Iteration 17Q: 3 clusters Score -853714.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -853755.187500 Penalty: 4544.243164
	Iteration 18Q: 3 clusters Score -853755.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -853777.625000 Penalty: 4544.243164
	Iteration 19Q: 3 clusters Score -853777.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -853793.625000 Penalty: 4544.243164
	Iteration 20F: 3 clusters Score -853793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -853805.562500 Penalty: 4544.243164
	Iteration 21Q: 3 clusters Score -853805.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -853812.500000 Penalty: 4544.243164
	Iteration 22Q: 3 clusters Score -853812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -853815.187500 Penalty: 4544.243164
	Iteration 23Q: 3 clusters Score -853815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -853822.312500 Penalty: 4544.243164
	Iteration 24Q: 3 clusters Score -853822.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -853822.500000 Penalty: 4544.243164
	Iteration 25Q: 3 clusters Score -853822.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -853825.375000 Penalty: 4544.243164
	Iteration 26Q: 3 clusters Score -853825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -853828.375000 Penalty: 4544.243164
	Iteration 27Q: 3 clusters Score -853828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -853827.625000 Penalty: 4544.243164
	Iteration 28Q: 3 clusters Score -853827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -853830.000000 Penalty: 4544.243164
	Iteration 29Q: 3 clusters Score -853830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -853830.875000 Penalty: 4544.243164
	Iteration 30Q: 3 clusters Score -853830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -853833.062500 Penalty: 4544.243164
	Iteration 31Q: 3 clusters Score -853833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -853834.750000 Penalty: 4544.243164
	Iteration 32Q: 3 clusters Score -853834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -853835.062500 Penalty: 4544.243164
	Iteration 33Q: 3 clusters Score -853835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -853835.062500 Penalty: 4544.243164
	Iteration 34F: 3 clusters Score -853835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -101678.273438 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -101678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99546.664062 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -99546.66 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99855.984375 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -99855.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99967.250000 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -99967.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -100078.257812 Penalty: 3528.925537
	Iteration 3Q: 3 clusters Score -100078.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100306.289062 Penalty: 3528.925537
	Iteration 4Q: 3 clusters Score -100306.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100722.445312 Penalty: 3528.925537
	Iteration 5F: 3 clusters Score -100722.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100887.859375 Penalty: 3528.925537
	Iteration 6F: 3 clusters Score -100887.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101018.515625 Penalty: 3528.925537
	Iteration 7F: 3 clusters Score -101018.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101146.203125 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -101146.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -101250.710938 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -101250.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -101345.835938 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -101345.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101412.945312 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -101412.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -101434.601562 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -101434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -101449.195312 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -101449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101458.289062 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -101458.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101464.968750 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -101465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -101469.851562 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -101469.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -101476.226562 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -101476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -101488.570312 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -101488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101502.664062 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -101502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101511.398438 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -101511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101519.898438 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -101519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101526.171875 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -101526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101531.585938 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -101531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -101535.171875 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -101535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -101542.890625 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -101542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -101547.335938 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -101547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -101548.242188 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -101548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -101548.242188 Penalty: 3528.925537
	Iteration 28F: 3 clusters Score -101548.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -28151.349609 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -28151.35 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 206 members 
Entering Unmasked Estep 
Score: -26958.437500 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -26958.44 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27286.062500 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -27286.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27452.869141 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -27452.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27547.949219 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -27547.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27556.427734 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -27556.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27558.582031 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -27558.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27558.582031 Penalty: 2977.927979
	Iteration 6F: 3 clusters Score -27558.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -28473.117188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -28473.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27126.605469 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -27126.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27230.552734 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -27230.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27284.845703 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -27284.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27326.417969 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -27326.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27343.130859 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -27343.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27354.919922 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -27354.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27367.144531 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -27367.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27385.533203 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -27385.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27391.683594 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -27391.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27395.648438 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -27395.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27395.648438 Penalty: 2918.127930
	Iteration 10F: 3 clusters Score -27395.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -34763.601562 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -34763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33282.722656 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -33282.72 nChanged 83
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: -33494.160156 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -33494.16 nChanged 35
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: -33605.410156 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -33605.41 nChanged 19
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: -33684.539062 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -33684.54 nChanged 26
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: -33864.570312 Penalty: 3054.911377
	Iteration 4F: 3 clusters Score -33864.57 nChanged 20
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: -33986.304688 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -33986.3 nChanged 14
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: -34056.578125 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -34056.58 nChanged 6
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: -34087.761719 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -34087.76 nChanged 6
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: -34105.179688 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -34105.18 nChanged 4
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: -34118.414062 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -34118.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34146.320312 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -34146.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34182.714844 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -34182.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34198.363281 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -34198.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34205.062500 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -34205.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34217.796875 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -34217.8 nChanged 2
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: -34222.597656 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -34222.6 nChanged 0
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: -34223.136719 Penalty: 3054.911377
	Iteration 16F: 3 clusters Score -34223.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34235.875000 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -34235.88 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: -34323.367188 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -34323.37 nChanged 4
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: -34412.847656 Penalty: 3054.911377
	Iteration 19Q: 3 clusters Score -34412.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34427.523438 Penalty: 3054.911377
	Iteration 20F: 3 clusters Score -34427.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34431.960938 Penalty: 3054.911377
	Iteration 21Q: 3 clusters Score -34431.96 nChanged 1
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: -34437.386719 Penalty: 3054.911377
	Iteration 22Q: 3 clusters Score -34437.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34438.582031 Penalty: 3054.911377
	Iteration 23Q: 3 clusters Score -34438.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34438.582031 Penalty: 3054.911377
	Iteration 24F: 3 clusters Score -34438.58 nChanged 0
22->27 Clusters: Score -93631744.000000, best is -93623592.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 1051923 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 47627 members 
Mstep: Class 3 contains 47643 members 
Mstep: Class 4 contains 48068 members 
Mstep: Class 5 contains 47899 members 
Mstep: Class 6 contains 47731 members 
Mstep: Class 7 contains 47353 members 
Mstep: Class 8 contains 48074 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 48055 members 
Mstep: Class 11 contains 47902 members 
Mstep: Class 12 contains 48006 members 
Mstep: Class 13 contains 47947 members 
Mstep: Class 14 contains 47779 members 
Mstep: Class 15 contains 47679 members 
Mstep: Class 16 contains 47681 members 
Mstep: Class 17 contains 47903 members 
Mstep: Class 18 contains 47790 members 
Mstep: Class 19 contains 47982 members 
Mstep: Class 20 contains 47819 members 
Mstep: Class 21 contains 47483 members 
Mstep: Class 22 contains 47916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 672.571411 but Gain 3438.796875
Score: -87391752.000000 Penalty: 72214.812500
Iteration 0F: 22 clusters Score -8.739175e+07 nChanged 1000356
Entering Unmasked Mstep 
Mstep: Class 0 contains 6345 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 94836 members 
Mstep: Class 3 contains 64667 members 
Mstep: Class 5 contains 40614 members 
Mstep: Class 6 contains 147488 members 
Mstep: Class 7 contains 26346 members 
Mstep: Class 8 contains 16600 members 
Mstep: Class 9 contains 13661 members 
Mstep: Class 10 contains 24863 members 
Mstep: Class 11 contains 30516 members 
Mstep: Class 12 contains 104376 members 
Mstep: Class 13 contains 57042 members 
Mstep: Class 14 contains 18410 members 
Mstep: Class 15 contains 22648 members 
Mstep: Class 16 contains 27666 members 
Mstep: Class 17 contains 34000 members 
Mstep: Class 18 contains 86813 members 
Mstep: Class 19 contains 70879 members 
Mstep: Class 20 contains 35889 members 
Mstep: Class 21 contains 109302 members 
Mstep: Class 22 contains 16097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91195136.000000 Penalty: 72214.812500
Iteration 1F: 22 clusters Score -9.119514e+07 nChanged 370820
Entering Unmasked Mstep 
Mstep: Class 0 contains 3748 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 100338 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 5 contains 28913 members 
Mstep: Class 6 contains 209343 members 
Mstep: Class 7 contains 19674 members 
Mstep: Class 8 contains 10279 members 
Mstep: Class 9 contains 8874 members 
Mstep: Class 10 contains 10899 members 
Mstep: Class 11 contains 29447 members 
Mstep: Class 12 contains 142132 members 
Mstep: Class 13 contains 39775 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 18933 members 
Mstep: Class 16 contains 14944 members 
Mstep: Class 17 contains 22388 members 
Mstep: Class 18 contains 74958 members 
Mstep: Class 19 contains 69339 members 
Mstep: Class 20 contains 41041 members 
Mstep: Class 21 contains 131327 members 
Mstep: Class 22 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92026400.000000 Penalty: 72214.812500
Iteration 2F: 22 clusters Score -9.20264e+07 nChanged 284719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1455 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 85235 members 
Mstep: Class 3 contains 35627 members 
Mstep: Class 5 contains 20628 members 
Mstep: Class 6 contains 295220 members 
Mstep: Class 7 contains 11982 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 7997 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 32456 members 
Mstep: Class 12 contains 160167 members 
Mstep: Class 13 contains 24463 members 
Mstep: Class 14 contains 6590 members 
Mstep: Class 15 contains 13672 members 
Mstep: Class 16 contains 8435 members 
Mstep: Class 17 contains 11662 members 
Mstep: Class 18 contains 67338 members 
Mstep: Class 19 contains 51979 members 
Mstep: Class 20 contains 64111 members 
Mstep: Class 21 contains 119279 members 
Mstep: Class 22 contains 16624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92513008.000000 Penalty: 72214.812500
Iteration 3F: 22 clusters Score -9.251301e+07 nChanged 219236
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 60395 members 
Mstep: Class 3 contains 29731 members 
Mstep: Class 5 contains 16153 members 
Mstep: Class 6 contains 390224 members 
Mstep: Class 7 contains 6396 members 
Mstep: Class 8 contains 6577 members 
Mstep: Class 9 contains 8586 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 38910 members 
Mstep: Class 12 contains 159268 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 8098 members 
Mstep: Class 16 contains 5560 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 61590 members 
Mstep: Class 19 contains 29818 members 
Mstep: Class 20 contains 87999 members 
Mstep: Class 21 contains 93267 members 
Mstep: Class 22 contains 16536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2987.378174 but Gain 3438.804688
Score: -92766696.000000 Penalty: 68776.007812
Iteration 4F: 21 clusters Score -9.27667e+07 nChanged 171654
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 35045 members 
Mstep: Class 3 contains 25753 members 
Mstep: Class 5 contains 13250 members 
Mstep: Class 6 contains 484367 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 8825 members 
Mstep: Class 10 contains 1563 members 
Mstep: Class 11 contains 40619 members 
Mstep: Class 12 contains 146516 members 
Mstep: Class 13 contains 8224 members 
Mstep: Class 14 contains 3841 members 
Mstep: Class 15 contains 4724 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 18 contains 55083 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 106705 members 
Mstep: Class 21 contains 69099 members 
Mstep: Class 22 contains 15388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2437.397949 but Gain 3438.800781
Score: -92968528.000000 Penalty: 65337.207031
Iteration 5F: 20 clusters Score -9.296853e+07 nChanged 123386
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 3 contains 21509 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 546462 members 
Mstep: Class 8 contains 4885 members 
Mstep: Class 9 contains 8730 members 
Mstep: Class 10 contains 1621 members 
Mstep: Class 11 contains 40322 members 
Mstep: Class 12 contains 140153 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 18 contains 46391 members 
Mstep: Class 19 contains 5496 members 
Mstep: Class 20 contains 119892 members 
Mstep: Class 21 contains 52924 members 
Mstep: Class 22 contains 14122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2846.476562 but Gain 3438.800781
Score: -93124888.000000 Penalty: 61898.406250
Iteration 6F: 19 clusters Score -9.312489e+07 nChanged 92564
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6931 members 
Mstep: Class 3 contains 17308 members 
Mstep: Class 5 contains 9775 members 
Mstep: Class 6 contains 562654 members 
Mstep: Class 8 contains 4517 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 1688 members 
Mstep: Class 11 contains 39887 members 
Mstep: Class 12 contains 150813 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 3960 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 18 contains 37749 members 
Mstep: Class 20 contains 128734 members 
Mstep: Class 21 contains 49580 members 
Mstep: Class 22 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3094.646484 but Gain 3438.796875
Score: -93206624.000000 Penalty: 58459.609375
Iteration 7F: 18 clusters Score -9.320662e+07 nChanged 68986
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 3 contains 14330 members 
Mstep: Class 5 contains 8646 members 
Mstep: Class 6 contains 558873 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 1744 members 
Mstep: Class 11 contains 39528 members 
Mstep: Class 12 contains 165551 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 18 contains 30273 members 
Mstep: Class 20 contains 135372 members 
Mstep: Class 21 contains 51868 members 
Mstep: Class 22 contains 12277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93261832.000000 Penalty: 58459.609375
Iteration 8F: 18 clusters Score -9.326183e+07 nChanged 48766
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 3 contains 12138 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 545566 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 39258 members 
Mstep: Class 12 contains 181908 members 
Mstep: Class 13 contains 3391 members 
Mstep: Class 14 contains 5371 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 18 contains 24483 members 
Mstep: Class 20 contains 138947 members 
Mstep: Class 21 contains 54701 members 
Mstep: Class 22 contains 11593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93291416.000000 Penalty: 58459.609375
Iteration 9Q: 18 clusters Score -9.329142e+07 nChanged 40200
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 3 contains 10703 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 6 contains 528811 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 1812 members 
Mstep: Class 11 contains 39101 members 
Mstep: Class 12 contains 199161 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 14 contains 6587 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 2364 members 
Mstep: Class 18 contains 20284 members 
Mstep: Class 20 contains 141233 members 
Mstep: Class 21 contains 57946 members 
Mstep: Class 22 contains 11020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93312384.000000 Penalty: 58459.609375
Iteration 10Q: 18 clusters Score -9.331238e+07 nChanged 35544
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 3 contains 9818 members 
Mstep: Class 5 contains 7195 members 
Mstep: Class 6 contains 509947 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 5985 members 
Mstep: Class 10 contains 1855 members 
Mstep: Class 11 contains 39033 members 
Mstep: Class 12 contains 216854 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 6066 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 18 contains 17287 members 
Mstep: Class 20 contains 142448 members 
Mstep: Class 21 contains 61529 members 
Mstep: Class 22 contains 10551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93330288.000000 Penalty: 58459.609375
Iteration 11Q: 18 clusters Score -9.333029e+07 nChanged 33473
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 3 contains 9258 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 489465 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 39006 members 
Mstep: Class 12 contains 235019 members 
Mstep: Class 13 contains 4322 members 
Mstep: Class 14 contains 9545 members 
Mstep: Class 15 contains 6386 members 
Mstep: Class 16 contains 2260 members 
Mstep: Class 18 contains 15170 members 
Mstep: Class 20 contains 142818 members 
Mstep: Class 21 contains 65347 members 
Mstep: Class 22 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93345624.000000 Penalty: 58459.609375
Iteration 12Q: 18 clusters Score -9.334562e+07 nChanged 31938
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 3 contains 8897 members 
Mstep: Class 5 contains 7166 members 
Mstep: Class 6 contains 467909 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 1911 members 
Mstep: Class 11 contains 39012 members 
Mstep: Class 12 contains 253675 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 10907 members 
Mstep: Class 15 contains 6650 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 18 contains 13576 members 
Mstep: Class 20 contains 142737 members 
Mstep: Class 21 contains 69279 members 
Mstep: Class 22 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93359632.000000 Penalty: 58459.609375
Iteration 13Q: 18 clusters Score -9.335963e+07 nChanged 31029
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 445563 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 39029 members 
Mstep: Class 12 contains 272818 members 
Mstep: Class 13 contains 4844 members 
Mstep: Class 14 contains 11996 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 18 contains 12414 members 
Mstep: Class 20 contains 142409 members 
Mstep: Class 21 contains 73115 members 
Mstep: Class 22 contains 9925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93374712.000000 Penalty: 58459.609375
Iteration 14Q: 18 clusters Score -9.337471e+07 nChanged 30429
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 422548 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 1919 members 
Mstep: Class 11 contains 39062 members 
Mstep: Class 12 contains 292304 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 12713 members 
Mstep: Class 15 contains 7005 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 18 contains 11556 members 
Mstep: Class 20 contains 142112 members 
Mstep: Class 21 contains 76750 members 
Mstep: Class 22 contains 10140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93388416.000000 Penalty: 58459.609375
Iteration 15Q: 18 clusters Score -9.338842e+07 nChanged 29826
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 5 contains 7368 members 
Mstep: Class 6 contains 399253 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 1920 members 
Mstep: Class 11 contains 39093 members 
Mstep: Class 12 contains 311982 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 18 contains 10896 members 
Mstep: Class 20 contains 141733 members 
Mstep: Class 21 contains 80027 members 
Mstep: Class 22 contains 10560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93404824.000000 Penalty: 58459.609375
Iteration 16Q: 18 clusters Score -9.340482e+07 nChanged 28617
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 3 contains 7871 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 376205 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 6601 members 
Mstep: Class 10 contains 1920 members 
Mstep: Class 11 contains 39145 members 
Mstep: Class 12 contains 331255 members 
Mstep: Class 13 contains 5454 members 
Mstep: Class 14 contains 13563 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 18 contains 10465 members 
Mstep: Class 20 contains 141302 members 
Mstep: Class 21 contains 82912 members 
Mstep: Class 22 contains 10959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93423504.000000 Penalty: 58459.609375
Iteration 17Q: 18 clusters Score -9.34235e+07 nChanged 27148
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 3 contains 7732 members 
Mstep: Class 5 contains 7691 members 
Mstep: Class 6 contains 354268 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 1918 members 
Mstep: Class 11 contains 39184 members 
Mstep: Class 12 contains 349478 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 13844 members 
Mstep: Class 15 contains 7206 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 20 contains 140846 members 
Mstep: Class 21 contains 85283 members 
Mstep: Class 22 contains 11329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93440744.000000 Penalty: 58459.609375
Iteration 18Q: 18 clusters Score -9.344074e+07 nChanged 24743
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 3 contains 7635 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 6 contains 334442 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 1919 members 
Mstep: Class 11 contains 39220 members 
Mstep: Class 12 contains 365768 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 7241 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 18 contains 10111 members 
Mstep: Class 20 contains 140410 members 
Mstep: Class 21 contains 87085 members 
Mstep: Class 22 contains 11614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93456752.000000 Penalty: 58459.609375
Iteration 19Q: 18 clusters Score -9.345675e+07 nChanged 21892
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 5 contains 8229 members 
Mstep: Class 6 contains 317303 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 10279 members 
Mstep: Class 10 contains 1919 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 379554 members 
Mstep: Class 13 contains 6348 members 
Mstep: Class 14 contains 14270 members 
Mstep: Class 15 contains 7270 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 18 contains 10152 members 
Mstep: Class 20 contains 140122 members 
Mstep: Class 21 contains 88387 members 
Mstep: Class 22 contains 11894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93474504.000000 Penalty: 58459.609375
Iteration 20F: 18 clusters Score -9.34745e+07 nChanged 20679
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 301940 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 11188 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 39239 members 
Mstep: Class 12 contains 392051 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 7334 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 18 contains 10212 members 
Mstep: Class 20 contains 139699 members 
Mstep: Class 21 contains 89341 members 
Mstep: Class 22 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93491248.000000 Penalty: 58459.609375
Iteration 21Q: 18 clusters Score -9.349125e+07 nChanged 18883
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 5 contains 8745 members 
Mstep: Class 6 contains 288409 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 12089 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 39222 members 
Mstep: Class 12 contains 402966 members 
Mstep: Class 13 contains 7059 members 
Mstep: Class 14 contains 14828 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 20 contains 139674 members 
Mstep: Class 21 contains 89759 members 
Mstep: Class 22 contains 12489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93504608.000000 Penalty: 58459.609375
Iteration 22Q: 18 clusters Score -9.350461e+07 nChanged 16808
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 5 contains 8941 members 
Mstep: Class 6 contains 276846 members 
Mstep: Class 8 contains 1835 members 
Mstep: Class 9 contains 13038 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 39184 members 
Mstep: Class 12 contains 412033 members 
Mstep: Class 13 contains 7352 members 
Mstep: Class 14 contains 14950 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 18 contains 10588 members 
Mstep: Class 20 contains 140109 members 
Mstep: Class 21 contains 89769 members 
Mstep: Class 22 contains 12742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93516888.000000 Penalty: 58459.609375
Iteration 23Q: 18 clusters Score -9.351689e+07 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 3 contains 7334 members 
Mstep: Class 5 contains 9088 members 
Mstep: Class 6 contains 267285 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 39138 members 
Mstep: Class 12 contains 419427 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 15031 members 
Mstep: Class 15 contains 7605 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 18 contains 10677 members 
Mstep: Class 20 contains 140892 members 
Mstep: Class 21 contains 89345 members 
Mstep: Class 22 contains 12997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93526648.000000 Penalty: 58459.609375
Iteration 24Q: 18 clusters Score -9.352665e+07 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 3 contains 7331 members 
Mstep: Class 5 contains 9241 members 
Mstep: Class 6 contains 259831 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 14456 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 11 contains 39099 members 
Mstep: Class 12 contains 425104 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 15043 members 
Mstep: Class 15 contains 7791 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 20 contains 142111 members 
Mstep: Class 21 contains 88491 members 
Mstep: Class 22 contains 13209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93533576.000000 Penalty: 58459.609375
Iteration 25Q: 18 clusters Score -9.353358e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 5 contains 9347 members 
Mstep: Class 6 contains 254014 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 14792 members 
Mstep: Class 10 contains 2748 members 
Mstep: Class 11 contains 39042 members 
Mstep: Class 12 contains 429214 members 
Mstep: Class 13 contains 7811 members 
Mstep: Class 14 contains 15043 members 
Mstep: Class 15 contains 8009 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 18 contains 10752 members 
Mstep: Class 20 contains 143654 members 
Mstep: Class 21 contains 87565 members 
Mstep: Class 22 contains 13433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93536808.000000 Penalty: 58459.609375
Iteration 26Q: 18 clusters Score -9.353681e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 5 contains 9409 members 
Mstep: Class 6 contains 249498 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 14950 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 38981 members 
Mstep: Class 12 contains 431989 members 
Mstep: Class 13 contains 7882 members 
Mstep: Class 14 contains 15036 members 
Mstep: Class 15 contains 8303 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 18 contains 10749 members 
Mstep: Class 20 contains 145460 members 
Mstep: Class 21 contains 86641 members 
Mstep: Class 22 contains 13667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93539032.000000 Penalty: 58459.609375
Iteration 27Q: 18 clusters Score -9.353903e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 5 contains 9483 members 
Mstep: Class 6 contains 245856 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 15066 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 38913 members 
Mstep: Class 12 contains 433889 members 
Mstep: Class 13 contains 7884 members 
Mstep: Class 14 contains 15034 members 
Mstep: Class 15 contains 8675 members 
Mstep: Class 16 contains 2028 members 
Mstep: Class 18 contains 10679 members 
Mstep: Class 20 contains 147271 members 
Mstep: Class 21 contains 85718 members 
Mstep: Class 22 contains 13936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93540472.000000 Penalty: 58459.609375
Iteration 28Q: 18 clusters Score -9.354047e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 3 contains 7467 members 
Mstep: Class 5 contains 9566 members 
Mstep: Class 6 contains 242805 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 15117 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 38854 members 
Mstep: Class 12 contains 435239 members 
Mstep: Class 13 contains 7856 members 
Mstep: Class 14 contains 15065 members 
Mstep: Class 15 contains 9111 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 18 contains 10561 members 
Mstep: Class 20 contains 149003 members 
Mstep: Class 21 contains 84845 members 
Mstep: Class 22 contains 14246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93542528.000000 Penalty: 58459.609375
Iteration 29Q: 18 clusters Score -9.354253e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 5 contains 9688 members 
Mstep: Class 6 contains 240225 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 15124 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 38793 members 
Mstep: Class 12 contains 436158 members 
Mstep: Class 13 contains 7843 members 
Mstep: Class 14 contains 15081 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 18 contains 10444 members 
Mstep: Class 20 contains 150587 members 
Mstep: Class 21 contains 83890 members 
Mstep: Class 22 contains 14644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93544248.000000 Penalty: 58459.609375
Iteration 30Q: 18 clusters Score -9.354425e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 238065 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 15105 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 38759 members 
Mstep: Class 12 contains 436815 members 
Mstep: Class 13 contains 7839 members 
Mstep: Class 14 contains 15100 members 
Mstep: Class 15 contains 10326 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 18 contains 10302 members 
Mstep: Class 20 contains 151948 members 
Mstep: Class 21 contains 82885 members 
Mstep: Class 22 contains 15025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93545712.000000 Penalty: 58459.609375
Iteration 31Q: 18 clusters Score -9.354571e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 3 contains 7590 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 236064 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 15077 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 38735 members 
Mstep: Class 12 contains 437268 members 
Mstep: Class 13 contains 7825 members 
Mstep: Class 14 contains 15136 members 
Mstep: Class 15 contains 11090 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 18 contains 10178 members 
Mstep: Class 20 contains 153214 members 
Mstep: Class 21 contains 81889 members 
Mstep: Class 22 contains 15434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93547160.000000 Penalty: 58459.609375
Iteration 32Q: 18 clusters Score -9.354716e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 3 contains 7627 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 234287 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 15042 members 
Mstep: Class 10 contains 2832 members 
Mstep: Class 11 contains 38733 members 
Mstep: Class 12 contains 437597 members 
Mstep: Class 13 contains 7805 members 
Mstep: Class 14 contains 15133 members 
Mstep: Class 15 contains 11932 members 
Mstep: Class 16 contains 2024 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 20 contains 154340 members 
Mstep: Class 21 contains 80835 members 
Mstep: Class 22 contains 15862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93548720.000000 Penalty: 58459.609375
Iteration 33Q: 18 clusters Score -9.354872e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 3 contains 7659 members 
Mstep: Class 5 contains 10298 members 
Mstep: Class 6 contains 232666 members 
Mstep: Class 8 contains 2960 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 38770 members 
Mstep: Class 12 contains 437815 members 
Mstep: Class 13 contains 7805 members 
Mstep: Class 14 contains 15142 members 
Mstep: Class 15 contains 12762 members 
Mstep: Class 16 contains 2026 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 20 contains 155320 members 
Mstep: Class 21 contains 79807 members 
Mstep: Class 22 contains 16281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93550328.000000 Penalty: 58459.609375
Iteration 34Q: 18 clusters Score -9.355033e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 5 contains 10395 members 
Mstep: Class 6 contains 231332 members 
Mstep: Class 8 contains 3038 members 
Mstep: Class 9 contains 14998 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 38830 members 
Mstep: Class 12 contains 437988 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 15144 members 
Mstep: Class 15 contains 13469 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 20 contains 156215 members 
Mstep: Class 21 contains 78793 members 
Mstep: Class 22 contains 16692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93551672.000000 Penalty: 58459.609375
Iteration 35Q: 18 clusters Score -9.355167e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 5 contains 10448 members 
Mstep: Class 6 contains 230272 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 14975 members 
Mstep: Class 10 contains 2865 members 
Mstep: Class 11 contains 38907 members 
Mstep: Class 12 contains 438109 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 15126 members 
Mstep: Class 15 contains 14069 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 18 contains 9860 members 
Mstep: Class 20 contains 157029 members 
Mstep: Class 21 contains 77784 members 
Mstep: Class 22 contains 17105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93552816.000000 Penalty: 58459.609375
Iteration 36Q: 18 clusters Score -9.355282e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 3 contains 7654 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 229476 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 14947 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 38981 members 
Mstep: Class 12 contains 438122 members 
Mstep: Class 13 contains 7801 members 
Mstep: Class 14 contains 15082 members 
Mstep: Class 15 contains 14598 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 18 contains 9853 members 
Mstep: Class 20 contains 157779 members 
Mstep: Class 21 contains 76772 members 
Mstep: Class 22 contains 17534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93553832.000000 Penalty: 58459.609375
Iteration 37Q: 18 clusters Score -9.355383e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 3 contains 7654 members 
Mstep: Class 5 contains 10481 members 
Mstep: Class 6 contains 228962 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 14916 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 39052 members 
Mstep: Class 12 contains 438091 members 
Mstep: Class 13 contains 7795 members 
Mstep: Class 14 contains 15036 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 20 contains 158385 members 
Mstep: Class 21 contains 75748 members 
Mstep: Class 22 contains 17962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93554736.000000 Penalty: 58459.609375
Iteration 38Q: 18 clusters Score -9.355474e+07 nChanged 3732
Entering ConstructFrom: 
Score: -93554736.000000 Penalty: 58459.609375
Entering ConstructFrom: 
Trying to split cluster 1 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -339075.968750 Penalty: 2095.118164
	Iteration 0F: 2 clusters Score -339076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -335275.406250 Penalty: 4190.236328
	Iteration 0F: 3 clusters Score -335275.4 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -340892.937500 Penalty: 4190.236328
	Iteration 1F: 3 clusters Score -340892.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -343821.656250 Penalty: 4190.236328
	Iteration 2F: 3 clusters Score -343821.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -345784.406250 Penalty: 4190.236328
	Iteration 3F: 3 clusters Score -345784.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -346770.281250 Penalty: 4190.236328
	Iteration 4F: 3 clusters Score -346770.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -347052.718750 Penalty: 4190.236328
	Iteration 5Q: 3 clusters Score -347052.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -347162.656250 Penalty: 4190.236328
	Iteration 6Q: 3 clusters Score -347162.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -347231.187500 Penalty: 4190.236328
	Iteration 7Q: 3 clusters Score -347231.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -347265.656250 Penalty: 4190.236328
	Iteration 8Q: 3 clusters Score -347265.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -347304.656250 Penalty: 4190.236328
	Iteration 9Q: 3 clusters Score -347304.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -347337.593750 Penalty: 4190.236328
	Iteration 10Q: 3 clusters Score -347337.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -347351.968750 Penalty: 4190.236328
	Iteration 11Q: 3 clusters Score -347352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -347354.375000 Penalty: 4190.236328
	Iteration 12Q: 3 clusters Score -347354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -347354.656250 Penalty: 4190.236328
	Iteration 13Q: 3 clusters Score -347354.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -347355.500000 Penalty: 4190.236328
	Iteration 14F: 3 clusters Score -347355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -347356.468750 Penalty: 4190.236328
	Iteration 15Q: 3 clusters Score -347356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -347356.750000 Penalty: 4190.236328
	Iteration 16Q: 3 clusters Score -347356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -347356.750000 Penalty: 4190.236328
	Iteration 17F: 3 clusters Score -347356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 228650 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 438015 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 20 contains 158902 members 
Mstep: Class 21 contains 74716 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
Score: -93561848.000000 Penalty: 61898.406250
Splitting cluster 1 changes total score from -93554736.000000 to -93561848.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (7641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Entering Unmasked Estep 
Score: -705202.250000 Penalty: 2217.438477
	Iteration 0F: 2 clusters Score -705202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -699066.500000 Penalty: 4434.876953
	Iteration 0F: 3 clusters Score -699066.5 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -700606.437500 Penalty: 4434.876953
	Iteration 1F: 3 clusters Score -700606.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -700849.312500 Penalty: 4434.876953
	Iteration 2F: 3 clusters Score -700849.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -701019.312500 Penalty: 4434.876953
	Iteration 3Q: 3 clusters Score -701019.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -701167.875000 Penalty: 4434.876953
	Iteration 4Q: 3 clusters Score -701167.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -701267.750000 Penalty: 4434.876953
	Iteration 5Q: 3 clusters Score -701267.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -701361.875000 Penalty: 4434.876953
	Iteration 6Q: 3 clusters Score -701361.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -701427.437500 Penalty: 4434.876953
	Iteration 7Q: 3 clusters Score -701427.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -701490.937500 Penalty: 4434.876953
	Iteration 8Q: 3 clusters Score -701490.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -701568.062500 Penalty: 4434.876953
	Iteration 9Q: 3 clusters Score -701568.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -701677.000000 Penalty: 4434.876953
	Iteration 10Q: 3 clusters Score -701677 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -701803.312500 Penalty: 4434.876953
	Iteration 11Q: 3 clusters Score -701803.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -701948.312500 Penalty: 4434.876953
	Iteration 12Q: 3 clusters Score -701948.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -702121.250000 Penalty: 4434.876953
	Iteration 13Q: 3 clusters Score -702121.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -702322.250000 Penalty: 4434.876953
	Iteration 14Q: 3 clusters Score -702322.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -702524.437500 Penalty: 4434.876953
	Iteration 15Q: 3 clusters Score -702524.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -702720.625000 Penalty: 4434.876953
	Iteration 16Q: 3 clusters Score -702720.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -702883.000000 Penalty: 4434.876953
	Iteration 17Q: 3 clusters Score -702883 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -703045.375000 Penalty: 4434.876953
	Iteration 18Q: 3 clusters Score -703045.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -703172.437500 Penalty: 4434.876953
	Iteration 19Q: 3 clusters Score -703172.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -703248.812500 Penalty: 4434.876953
	Iteration 20F: 3 clusters Score -703248.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -703306.625000 Penalty: 4434.876953
	Iteration 21Q: 3 clusters Score -703306.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -703352.437500 Penalty: 4434.876953
	Iteration 22Q: 3 clusters Score -703352.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -703386.250000 Penalty: 4434.876953
	Iteration 23Q: 3 clusters Score -703386.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -703413.250000 Penalty: 4434.876953
	Iteration 24Q: 3 clusters Score -703413.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -703433.062500 Penalty: 4434.876953
	Iteration 25Q: 3 clusters Score -703433.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -703457.437500 Penalty: 4434.876953
	Iteration 26Q: 3 clusters Score -703457.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -703471.562500 Penalty: 4434.876953
	Iteration 27Q: 3 clusters Score -703471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -703482.562500 Penalty: 4434.876953
	Iteration 28Q: 3 clusters Score -703482.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -703493.000000 Penalty: 4434.876953
	Iteration 29Q: 3 clusters Score -703493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -703502.312500 Penalty: 4434.876953
	Iteration 30Q: 3 clusters Score -703502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -703503.375000 Penalty: 4434.876953
	Iteration 31Q: 3 clusters Score -703503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -703503.687500 Penalty: 4434.876953
	Iteration 32Q: 3 clusters Score -703503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -703504.312500 Penalty: 4434.876953
	Iteration 33Q: 3 clusters Score -703504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -703506.937500 Penalty: 4434.876953
	Iteration 34Q: 3 clusters Score -703506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -703506.937500 Penalty: 4434.876953
	Iteration 35F: 3 clusters Score -703506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Entering Unmasked Estep 
Score: -892943.062500 Penalty: 2295.175537
	Iteration 0F: 2 clusters Score -892943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -885032.562500 Penalty: 4590.351074
	Iteration 0F: 3 clusters Score -885032.6 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -887225.375000 Penalty: 4590.351074
	Iteration 1F: 3 clusters Score -887225.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -887515.125000 Penalty: 4590.351074
	Iteration 2F: 3 clusters Score -887515.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -887717.875000 Penalty: 4590.351074
	Iteration 3Q: 3 clusters Score -887717.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -887907.500000 Penalty: 4590.351074
	Iteration 4Q: 3 clusters Score -887907.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -888111.312500 Penalty: 4590.351074
	Iteration 5Q: 3 clusters Score -888111.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -888313.062500 Penalty: 4590.351074
	Iteration 6Q: 3 clusters Score -888313.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -888534.750000 Penalty: 4590.351074
	Iteration 7Q: 3 clusters Score -888534.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -888796.375000 Penalty: 4590.351074
	Iteration 8Q: 3 clusters Score -888796.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -889137.000000 Penalty: 4590.351074
	Iteration 9Q: 3 clusters Score -889137 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -889531.562500 Penalty: 4590.351074
	Iteration 10Q: 3 clusters Score -889531.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -889944.375000 Penalty: 4590.351074
	Iteration 11Q: 3 clusters Score -889944.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -890280.562500 Penalty: 4590.351074
	Iteration 12Q: 3 clusters Score -890280.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -890512.812500 Penalty: 4590.351074
	Iteration 13Q: 3 clusters Score -890512.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -890682.062500 Penalty: 4590.351074
	Iteration 14Q: 3 clusters Score -890682.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -890792.375000 Penalty: 4590.351074
	Iteration 15Q: 3 clusters Score -890792.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -890876.125000 Penalty: 4590.351074
	Iteration 16Q: 3 clusters Score -890876.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -890945.812500 Penalty: 4590.351074
	Iteration 17Q: 3 clusters Score -890945.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -891001.500000 Penalty: 4590.351074
	Iteration 18Q: 3 clusters Score -891001.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -891045.625000 Penalty: 4590.351074
	Iteration 19Q: 3 clusters Score -891045.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -891080.687500 Penalty: 4590.351074
	Iteration 20F: 3 clusters Score -891080.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -891105.500000 Penalty: 4590.351074
	Iteration 21Q: 3 clusters Score -891105.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -891124.750000 Penalty: 4590.351074
	Iteration 22Q: 3 clusters Score -891124.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -891138.937500 Penalty: 4590.351074
	Iteration 23Q: 3 clusters Score -891138.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -891153.375000 Penalty: 4590.351074
	Iteration 24Q: 3 clusters Score -891153.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -891163.875000 Penalty: 4590.351074
	Iteration 25Q: 3 clusters Score -891163.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -891170.812500 Penalty: 4590.351074
	Iteration 26Q: 3 clusters Score -891170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -891173.875000 Penalty: 4590.351074
	Iteration 27Q: 3 clusters Score -891173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -891177.687500 Penalty: 4590.351074
	Iteration 28Q: 3 clusters Score -891177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -891180.437500 Penalty: 4590.351074
	Iteration 29Q: 3 clusters Score -891180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -891185.937500 Penalty: 4590.351074
	Iteration 30Q: 3 clusters Score -891185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -891190.000000 Penalty: 4590.351074
	Iteration 31Q: 3 clusters Score -891190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -891192.250000 Penalty: 4590.351074
	Iteration 32Q: 3 clusters Score -891192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -891193.625000 Penalty: 4590.351074
	Iteration 33Q: 3 clusters Score -891193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -891194.687500 Penalty: 4590.351074
	Iteration 34Q: 3 clusters Score -891194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -891198.062500 Penalty: 4590.351074
	Iteration 35Q: 3 clusters Score -891198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -891199.562500 Penalty: 4590.351074
	Iteration 36Q: 3 clusters Score -891199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -891207.750000 Penalty: 4590.351074
	Iteration 37Q: 3 clusters Score -891207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -891213.000000 Penalty: 4590.351074
	Iteration 38Q: 3 clusters Score -891213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -891218.562500 Penalty: 4590.351074
	Iteration 39Q: 3 clusters Score -891218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -891218.687500 Penalty: 4590.351074
	Iteration 40F: 3 clusters Score -891218.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228650 members 
Entering Unmasked Estep 
Score: -20685136.000000 Penalty: 3060.307129
	Iteration 0F: 2 clusters Score -2.068514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 114566 members 
Entering Unmasked Estep 
Score: -20531438.000000 Penalty: 6120.614258
	Iteration 0F: 3 clusters Score -2.053144e+07 nChanged 110431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107737 members 
Mstep: Class 2 contains 120913 members 
Entering Unmasked Estep 
Score: -20597756.000000 Penalty: 6120.614258
	Iteration 1F: 3 clusters Score -2.059776e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 125333 members 
Entering Unmasked Estep 
Score: -20601578.000000 Penalty: 6120.614258
	Iteration 2Q: 3 clusters Score -2.060158e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -20608390.000000 Penalty: 6120.614258
	Iteration 3F: 3 clusters Score -2.060839e+07 nChanged 16348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 142234 members 
Entering Unmasked Estep 
Score: -20619572.000000 Penalty: 6120.614258
	Iteration 4F: 3 clusters Score -2.061957e+07 nChanged 18803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -20634180.000000 Penalty: 6120.614258
	Iteration 5F: 3 clusters Score -2.063418e+07 nChanged 17673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 165786 members 
Entering Unmasked Estep 
Score: -20647872.000000 Penalty: 6120.614258
	Iteration 6F: 3 clusters Score -2.064787e+07 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -20658234.000000 Penalty: 6120.614258
	Iteration 7F: 3 clusters Score -2.065823e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 180719 members 
Entering Unmasked Estep 
Score: -20665520.000000 Penalty: 6120.614258
	Iteration 8Q: 3 clusters Score -2.066552e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 184219 members 
Entering Unmasked Estep 
Score: -20670076.000000 Penalty: 6120.614258
	Iteration 9Q: 3 clusters Score -2.067008e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 186428 members 
Entering Unmasked Estep 
Score: -20672832.000000 Penalty: 6120.614258
	Iteration 10Q: 3 clusters Score -2.067283e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 188188 members 
Entering Unmasked Estep 
Score: -20674178.000000 Penalty: 6120.614258
	Iteration 11Q: 3 clusters Score -2.067418e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 189846 members 
Entering Unmasked Estep 
Score: -20675132.000000 Penalty: 6120.614258
	Iteration 12Q: 3 clusters Score -2.067513e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 191484 members 
Entering Unmasked Estep 
Score: -20675768.000000 Penalty: 6120.614258
	Iteration 13Q: 3 clusters Score -2.067577e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 193150 members 
Entering Unmasked Estep 
Score: -20676464.000000 Penalty: 6120.614258
	Iteration 14Q: 3 clusters Score -2.067646e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 194759 members 
Entering Unmasked Estep 
Score: -20677066.000000 Penalty: 6120.614258
	Iteration 15Q: 3 clusters Score -2.067707e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 196306 members 
Entering Unmasked Estep 
Score: -20677560.000000 Penalty: 6120.614258
	Iteration 16Q: 3 clusters Score -2.067756e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 197732 members 
Entering Unmasked Estep 
Score: -20678018.000000 Penalty: 6120.614258
	Iteration 17Q: 3 clusters Score -2.067802e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 199052 members 
Entering Unmasked Estep 
Score: -20678556.000000 Penalty: 6120.614258
	Iteration 18Q: 3 clusters Score -2.067856e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 200324 members 
Entering Unmasked Estep 
Score: -20679004.000000 Penalty: 6120.614258
	Iteration 19Q: 3 clusters Score -2.0679e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 201551 members 
Entering Unmasked Estep 
Score: -20679510.000000 Penalty: 6120.614258
	Iteration 20F: 3 clusters Score -2.067951e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 202711 members 
Entering Unmasked Estep 
Score: -20679820.000000 Penalty: 6120.614258
	Iteration 21Q: 3 clusters Score -2.067982e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 203784 members 
Entering Unmasked Estep 
Score: -20680108.000000 Penalty: 6120.614258
	Iteration 22Q: 3 clusters Score -2.068011e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 204798 members 
Entering Unmasked Estep 
Score: -20680520.000000 Penalty: 6120.614258
	Iteration 23Q: 3 clusters Score -2.068052e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 205783 members 
Entering Unmasked Estep 
Score: -20680772.000000 Penalty: 6120.614258
	Iteration 24Q: 3 clusters Score -2.068077e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -20680992.000000 Penalty: 6120.614258
	Iteration 25Q: 3 clusters Score -2.068099e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 207604 members 
Entering Unmasked Estep 
Score: -20681276.000000 Penalty: 6120.614258
	Iteration 26Q: 3 clusters Score -2.068128e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 208489 members 
Entering Unmasked Estep 
Score: -20681438.000000 Penalty: 6120.614258
	Iteration 27Q: 3 clusters Score -2.068144e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 209376 members 
Entering Unmasked Estep 
Score: -20681710.000000 Penalty: 6120.614258
	Iteration 28Q: 3 clusters Score -2.068171e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 210179 members 
Entering Unmasked Estep 
Score: -20681796.000000 Penalty: 6120.614258
	Iteration 29Q: 3 clusters Score -2.06818e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 210946 members 
Entering Unmasked Estep 
Score: -20681902.000000 Penalty: 6120.614258
	Iteration 30Q: 3 clusters Score -2.06819e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 211631 members 
Entering Unmasked Estep 
Score: -20682098.000000 Penalty: 6120.614258
	Iteration 31Q: 3 clusters Score -2.06821e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 212210 members 
Entering Unmasked Estep 
Score: -20682182.000000 Penalty: 6120.614258
	Iteration 32Q: 3 clusters Score -2.068218e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 212757 members 
Entering Unmasked Estep 
Score: -20682204.000000 Penalty: 6120.614258
	Iteration 33Q: 3 clusters Score -2.06822e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 213275 members 
Entering Unmasked Estep 
Score: -20682326.000000 Penalty: 6120.614258
	Iteration 34Q: 3 clusters Score -2.068233e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 213782 members 
Entering Unmasked Estep 
Score: -20682444.000000 Penalty: 6120.614258
	Iteration 35Q: 3 clusters Score -2.068244e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 214275 members 
Entering Unmasked Estep 
Score: -20682556.000000 Penalty: 6120.614258
	Iteration 36Q: 3 clusters Score -2.068256e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -20682604.000000 Penalty: 6120.614258
	Iteration 37Q: 3 clusters Score -2.06826e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 215171 members 
Entering Unmasked Estep 
Score: -20682684.000000 Penalty: 6120.614258
	Iteration 38Q: 3 clusters Score -2.068268e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 215583 members 
Entering Unmasked Estep 
Score: -20682676.000000 Penalty: 6120.614258
	Iteration 39Q: 3 clusters Score -2.068268e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 215996 members 
Entering Unmasked Estep 
Score: -20682782.000000 Penalty: 6120.614258
	Iteration 40F: 3 clusters Score -2.068278e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 216377 members 
Entering Unmasked Estep 
Score: -20682860.000000 Penalty: 6120.614258
	Iteration 41Q: 3 clusters Score -2.068286e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 216769 members 
Entering Unmasked Estep 
Score: -20682886.000000 Penalty: 6120.614258
	Iteration 42Q: 3 clusters Score -2.068289e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 217131 members 
Entering Unmasked Estep 
Score: -20682934.000000 Penalty: 6120.614258
	Iteration 43Q: 3 clusters Score -2.068293e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 217508 members 
Entering Unmasked Estep 
Score: -20683008.000000 Penalty: 6120.614258
	Iteration 44Q: 3 clusters Score -2.068301e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 217842 members 
Entering Unmasked Estep 
Score: -20683060.000000 Penalty: 6120.614258
	Iteration 45Q: 3 clusters Score -2.068306e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 218123 members 
Entering Unmasked Estep 
Score: -20683108.000000 Penalty: 6120.614258
	Iteration 46Q: 3 clusters Score -2.068311e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 218392 members 
Entering Unmasked Estep 
Score: -20683078.000000 Penalty: 6120.614258
	Iteration 47Q: 3 clusters Score -2.068308e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 218642 members 
Entering Unmasked Estep 
Score: -20683142.000000 Penalty: 6120.614258
	Iteration 48Q: 3 clusters Score -2.068314e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 218860 members 
Entering Unmasked Estep 
Score: -20683212.000000 Penalty: 6120.614258
	Iteration 49Q: 3 clusters Score -2.068321e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 219051 members 
Entering Unmasked Estep 
Score: -20683248.000000 Penalty: 6120.614258
	Iteration 50Q: 3 clusters Score -2.068325e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 219233 members 
Entering Unmasked Estep 
Score: -20683320.000000 Penalty: 6120.614258
	Iteration 51Q: 3 clusters Score -2.068332e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 219411 members 
Entering Unmasked Estep 
Score: -20683284.000000 Penalty: 6120.614258
	Iteration 52Q: 3 clusters Score -2.068328e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 219581 members 
Entering Unmasked Estep 
Score: -20683298.000000 Penalty: 6120.614258
	Iteration 53Q: 3 clusters Score -2.06833e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 219746 members 
Entering Unmasked Estep 
Score: -20683316.000000 Penalty: 6120.614258
	Iteration 54Q: 3 clusters Score -2.068332e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 219900 members 
Entering Unmasked Estep 
Score: -20683294.000000 Penalty: 6120.614258
	Iteration 55Q: 3 clusters Score -2.068329e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 220070 members 
Entering Unmasked Estep 
Score: -20683296.000000 Penalty: 6120.614258
	Iteration 56Q: 3 clusters Score -2.06833e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 220222 members 
Entering Unmasked Estep 
Score: -20683290.000000 Penalty: 6120.614258
	Iteration 57Q: 3 clusters Score -2.068329e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 220359 members 
Entering Unmasked Estep 
Score: -20683292.000000 Penalty: 6120.614258
	Iteration 58Q: 3 clusters Score -2.068329e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 220498 members 
Entering Unmasked Estep 
Score: -20683284.000000 Penalty: 6120.614258
	Iteration 59Q: 3 clusters Score -2.068328e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 220622 members 
Entering Unmasked Estep 
Score: -20683338.000000 Penalty: 6120.614258
	Iteration 60F: 3 clusters Score -2.068334e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 220738 members 
Entering Unmasked Estep 
Score: -20683374.000000 Penalty: 6120.614258
	Iteration 61Q: 3 clusters Score -2.068337e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 220837 members 
Entering Unmasked Estep 
Score: -20683392.000000 Penalty: 6120.614258
	Iteration 62Q: 3 clusters Score -2.068339e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 220918 members 
Entering Unmasked Estep 
Score: -20683406.000000 Penalty: 6120.614258
	Iteration 63Q: 3 clusters Score -2.068341e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 221006 members 
Entering Unmasked Estep 
Score: -20683462.000000 Penalty: 6120.614258
	Iteration 64Q: 3 clusters Score -2.068346e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 221083 members 
Entering Unmasked Estep 
Score: -20683472.000000 Penalty: 6120.614258
	Iteration 65Q: 3 clusters Score -2.068347e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 221155 members 
Entering Unmasked Estep 
Score: -20683466.000000 Penalty: 6120.614258
	Iteration 66Q: 3 clusters Score -2.068347e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 221224 members 
Entering Unmasked Estep 
Score: -20683476.000000 Penalty: 6120.614258
	Iteration 67Q: 3 clusters Score -2.068348e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 221291 members 
Entering Unmasked Estep 
Score: -20683452.000000 Penalty: 6120.614258
	Iteration 68Q: 3 clusters Score -2.068345e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 221343 members 
Entering Unmasked Estep 
Score: -20683454.000000 Penalty: 6120.614258
	Iteration 69Q: 3 clusters Score -2.068345e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 221399 members 
Entering Unmasked Estep 
Score: -20683494.000000 Penalty: 6120.614258
	Iteration 70Q: 3 clusters Score -2.068349e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 221457 members 
Entering Unmasked Estep 
Score: -20683472.000000 Penalty: 6120.614258
	Iteration 71Q: 3 clusters Score -2.068347e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 221533 members 
Entering Unmasked Estep 
Score: -20683474.000000 Penalty: 6120.614258
	Iteration 72Q: 3 clusters Score -2.068347e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 221611 members 
Entering Unmasked Estep 
Score: -20683496.000000 Penalty: 6120.614258
	Iteration 73Q: 3 clusters Score -2.06835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 221674 members 
Entering Unmasked Estep 
Score: -20683518.000000 Penalty: 6120.614258
	Iteration 74Q: 3 clusters Score -2.068352e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 221736 members 
Entering Unmasked Estep 
Score: -20683490.000000 Penalty: 6120.614258
	Iteration 75Q: 3 clusters Score -2.068349e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 221785 members 
Entering Unmasked Estep 
Score: -20683498.000000 Penalty: 6120.614258
	Iteration 76Q: 3 clusters Score -2.06835e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 221828 members 
Entering Unmasked Estep 
Score: -20683504.000000 Penalty: 6120.614258
	Iteration 77Q: 3 clusters Score -2.06835e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 221869 members 
Entering Unmasked Estep 
Score: -20683500.000000 Penalty: 6120.614258
	Iteration 78Q: 3 clusters Score -2.06835e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 221903 members 
Entering Unmasked Estep 
Score: -20683482.000000 Penalty: 6120.614258
	Iteration 79Q: 3 clusters Score -2.068348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 221935 members 
Entering Unmasked Estep 
Score: -20683496.000000 Penalty: 6120.614258
	Iteration 80F: 3 clusters Score -2.06835e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 221983 members 
Entering Unmasked Estep 
Score: -20683562.000000 Penalty: 6120.614258
	Iteration 81Q: 3 clusters Score -2.068356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 222026 members 
Entering Unmasked Estep 
Score: -20683554.000000 Penalty: 6120.614258
	Iteration 82Q: 3 clusters Score -2.068355e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 222081 members 
Entering Unmasked Estep 
Score: -20683578.000000 Penalty: 6120.614258
	Iteration 83Q: 3 clusters Score -2.068358e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 222127 members 
Entering Unmasked Estep 
Score: -20683548.000000 Penalty: 6120.614258
	Iteration 84Q: 3 clusters Score -2.068355e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 222180 members 
Entering Unmasked Estep 
Score: -20683548.000000 Penalty: 6120.614258
	Iteration 85Q: 3 clusters Score -2.068355e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 222230 members 
Entering Unmasked Estep 
Score: -20683536.000000 Penalty: 6120.614258
	Iteration 86Q: 3 clusters Score -2.068354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 222276 members 
Entering Unmasked Estep 
Score: -20683572.000000 Penalty: 6120.614258
	Iteration 87Q: 3 clusters Score -2.068357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 222314 members 
Entering Unmasked Estep 
Score: -20683550.000000 Penalty: 6120.614258
	Iteration 88Q: 3 clusters Score -2.068355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 222354 members 
Entering Unmasked Estep 
Score: -20683544.000000 Penalty: 6120.614258
	Iteration 89Q: 3 clusters Score -2.068354e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 222407 members 
Entering Unmasked Estep 
Score: -20683534.000000 Penalty: 6120.614258
	Iteration 90Q: 3 clusters Score -2.068353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 222442 members 
Entering Unmasked Estep 
Score: -20683510.000000 Penalty: 6120.614258
	Iteration 91Q: 3 clusters Score -2.068351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 222473 members 
Entering Unmasked Estep 
Score: -20683544.000000 Penalty: 6120.614258
	Iteration 92Q: 3 clusters Score -2.068354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 222499 members 
Entering Unmasked Estep 
Score: -20683528.000000 Penalty: 6120.614258
	Iteration 93Q: 3 clusters Score -2.068353e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 222523 members 
Entering Unmasked Estep 
Score: -20683542.000000 Penalty: 6120.614258
	Iteration 94Q: 3 clusters Score -2.068354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 222537 members 
Entering Unmasked Estep 
Score: -20683540.000000 Penalty: 6120.614258
	Iteration 95Q: 3 clusters Score -2.068354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 222548 members 
Entering Unmasked Estep 
Score: -20683558.000000 Penalty: 6120.614258
	Iteration 96Q: 3 clusters Score -2.068356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 222565 members 
Entering Unmasked Estep 
Score: -20683550.000000 Penalty: 6120.614258
	Iteration 97Q: 3 clusters Score -2.068355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 222584 members 
Entering Unmasked Estep 
Score: -20683548.000000 Penalty: 6120.614258
	Iteration 98Q: 3 clusters Score -2.068355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 222597 members 
Entering Unmasked Estep 
Score: -20683572.000000 Penalty: 6120.614258
	Iteration 99Q: 3 clusters Score -2.068357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 222613 members 
Entering Unmasked Estep 
Score: -20683564.000000 Penalty: 6120.614258
	Iteration 100F: 3 clusters Score -2.068356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 222630 members 
Entering Unmasked Estep 
Score: -20683570.000000 Penalty: 6120.614258
	Iteration 101Q: 3 clusters Score -2.068357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 222642 members 
Entering Unmasked Estep 
Score: -20683570.000000 Penalty: 6120.614258
	Iteration 102Q: 3 clusters Score -2.068357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 222651 members 
Entering Unmasked Estep 
Score: -20683594.000000 Penalty: 6120.614258
	Iteration 103Q: 3 clusters Score -2.068359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 222668 members 
Entering Unmasked Estep 
Score: -20683576.000000 Penalty: 6120.614258
	Iteration 104Q: 3 clusters Score -2.068358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 222684 members 
Entering Unmasked Estep 
Score: -20683588.000000 Penalty: 6120.614258
	Iteration 105Q: 3 clusters Score -2.068359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 222699 members 
Entering Unmasked Estep 
Score: -20683582.000000 Penalty: 6120.614258
	Iteration 106Q: 3 clusters Score -2.068358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 222714 members 
Entering Unmasked Estep 
Score: -20683570.000000 Penalty: 6120.614258
	Iteration 107Q: 3 clusters Score -2.068357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 222729 members 
Entering Unmasked Estep 
Score: -20683588.000000 Penalty: 6120.614258
	Iteration 108Q: 3 clusters Score -2.068359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 222751 members 
Entering Unmasked Estep 
Score: -20683620.000000 Penalty: 6120.614258
	Iteration 109Q: 3 clusters Score -2.068362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 222769 members 
Entering Unmasked Estep 
Score: -20683606.000000 Penalty: 6120.614258
	Iteration 110Q: 3 clusters Score -2.068361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 222788 members 
Entering Unmasked Estep 
Score: -20683606.000000 Penalty: 6120.614258
	Iteration 111Q: 3 clusters Score -2.068361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 222804 members 
Entering Unmasked Estep 
Score: -20683614.000000 Penalty: 6120.614258
	Iteration 112Q: 3 clusters Score -2.068361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 222823 members 
Entering Unmasked Estep 
Score: -20683602.000000 Penalty: 6120.614258
	Iteration 113Q: 3 clusters Score -2.06836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 222842 members 
Entering Unmasked Estep 
Score: -20683628.000000 Penalty: 6120.614258
	Iteration 114Q: 3 clusters Score -2.068363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 222861 members 
Entering Unmasked Estep 
Score: -20683628.000000 Penalty: 6120.614258
	Iteration 115Q: 3 clusters Score -2.068363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 222881 members 
Entering Unmasked Estep 
Score: -20683628.000000 Penalty: 6120.614258
	Iteration 116Q: 3 clusters Score -2.068363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 222896 members 
Entering Unmasked Estep 
Score: -20683630.000000 Penalty: 6120.614258
	Iteration 117Q: 3 clusters Score -2.068363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 222917 members 
Entering Unmasked Estep 
Score: -20683626.000000 Penalty: 6120.614258
	Iteration 118Q: 3 clusters Score -2.068363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 222940 members 
Entering Unmasked Estep 
Score: -20683610.000000 Penalty: 6120.614258
	Iteration 119Q: 3 clusters Score -2.068361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 222959 members 
Entering Unmasked Estep 
Score: -20683606.000000 Penalty: 6120.614258
	Iteration 120F: 3 clusters Score -2.068361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 222976 members 
Entering Unmasked Estep 
Score: -20683586.000000 Penalty: 6120.614258
	Iteration 121Q: 3 clusters Score -2.068359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 222987 members 
Entering Unmasked Estep 
Score: -20683598.000000 Penalty: 6120.614258
	Iteration 122Q: 3 clusters Score -2.06836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 223004 members 
Entering Unmasked Estep 
Score: -20683596.000000 Penalty: 6120.614258
	Iteration 123Q: 3 clusters Score -2.06836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 223026 members 
Entering Unmasked Estep 
Score: -20683606.000000 Penalty: 6120.614258
	Iteration 124Q: 3 clusters Score -2.068361e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 223054 members 
Entering Unmasked Estep 
Score: -20683616.000000 Penalty: 6120.614258
	Iteration 125Q: 3 clusters Score -2.068362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 223073 members 
Entering Unmasked Estep 
Score: -20683646.000000 Penalty: 6120.614258
	Iteration 126Q: 3 clusters Score -2.068365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 223088 members 
Entering Unmasked Estep 
Score: -20683642.000000 Penalty: 6120.614258
	Iteration 127Q: 3 clusters Score -2.068364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 223110 members 
Entering Unmasked Estep 
Score: -20683634.000000 Penalty: 6120.614258
	Iteration 128Q: 3 clusters Score -2.068363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 223127 members 
Entering Unmasked Estep 
Score: -20683644.000000 Penalty: 6120.614258
	Iteration 129Q: 3 clusters Score -2.068364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 223139 members 
Entering Unmasked Estep 
Score: -20683634.000000 Penalty: 6120.614258
	Iteration 130Q: 3 clusters Score -2.068363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 223148 members 
Entering Unmasked Estep 
Score: -20683628.000000 Penalty: 6120.614258
	Iteration 131Q: 3 clusters Score -2.068363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 223160 members 
Entering Unmasked Estep 
Score: -20683620.000000 Penalty: 6120.614258
	Iteration 132Q: 3 clusters Score -2.068362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 223168 members 
Entering Unmasked Estep 
Score: -20683620.000000 Penalty: 6120.614258
	Iteration 133Q: 3 clusters Score -2.068362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 223176 members 
Entering Unmasked Estep 
Score: -20683618.000000 Penalty: 6120.614258
	Iteration 134Q: 3 clusters Score -2.068362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 223183 members 
Entering Unmasked Estep 
Score: -20683616.000000 Penalty: 6120.614258
	Iteration 135Q: 3 clusters Score -2.068362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 223190 members 
Entering Unmasked Estep 
Score: -20683624.000000 Penalty: 6120.614258
	Iteration 136Q: 3 clusters Score -2.068362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 223201 members 
Entering Unmasked Estep 
Score: -20683634.000000 Penalty: 6120.614258
	Iteration 137Q: 3 clusters Score -2.068363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 223216 members 
Entering Unmasked Estep 
Score: -20683636.000000 Penalty: 6120.614258
	Iteration 138Q: 3 clusters Score -2.068364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 223229 members 
Entering Unmasked Estep 
Score: -20683668.000000 Penalty: 6120.614258
	Iteration 139Q: 3 clusters Score -2.068367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 223236 members 
Entering Unmasked Estep 
Score: -20683678.000000 Penalty: 6120.614258
	Iteration 140F: 3 clusters Score -2.068368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 223248 members 
Entering Unmasked Estep 
Score: -20683668.000000 Penalty: 6120.614258
	Iteration 141Q: 3 clusters Score -2.068367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 223261 members 
Entering Unmasked Estep 
Score: -20683676.000000 Penalty: 6120.614258
	Iteration 142Q: 3 clusters Score -2.068368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 223270 members 
Entering Unmasked Estep 
Score: -20683668.000000 Penalty: 6120.614258
	Iteration 143Q: 3 clusters Score -2.068367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 223274 members 
Entering Unmasked Estep 
Score: -20683666.000000 Penalty: 6120.614258
	Iteration 144Q: 3 clusters Score -2.068367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 223277 members 
Entering Unmasked Estep 
Score: -20683660.000000 Penalty: 6120.614258
	Iteration 145Q: 3 clusters Score -2.068366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 223280 members 
Entering Unmasked Estep 
Score: -20683664.000000 Penalty: 6120.614258
	Iteration 146Q: 3 clusters Score -2.068366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 223283 members 
Entering Unmasked Estep 
Score: -20683654.000000 Penalty: 6120.614258
	Iteration 147Q: 3 clusters Score -2.068365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 223289 members 
Entering Unmasked Estep 
Score: -20683656.000000 Penalty: 6120.614258
	Iteration 148Q: 3 clusters Score -2.068366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 223297 members 
Entering Unmasked Estep 
Score: -20683672.000000 Penalty: 6120.614258
	Iteration 149Q: 3 clusters Score -2.068367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 223311 members 
Entering Unmasked Estep 
Score: -20683660.000000 Penalty: 6120.614258
	Iteration 150Q: 3 clusters Score -2.068366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 223320 members 
Entering Unmasked Estep 
Score: -20683672.000000 Penalty: 6120.614258
	Iteration 151Q: 3 clusters Score -2.068367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 223328 members 
Entering Unmasked Estep 
Score: -20683672.000000 Penalty: 6120.614258
	Iteration 152Q: 3 clusters Score -2.068367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 223334 members 
Entering Unmasked Estep 
Score: -20683682.000000 Penalty: 6120.614258
	Iteration 153Q: 3 clusters Score -2.068368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 223341 members 
Entering Unmasked Estep 
Score: -20683690.000000 Penalty: 6120.614258
	Iteration 154Q: 3 clusters Score -2.068369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 223343 members 
Entering Unmasked Estep 
Score: -20683682.000000 Penalty: 6120.614258
	Iteration 155Q: 3 clusters Score -2.068368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 223345 members 
Entering Unmasked Estep 
Score: -20683688.000000 Penalty: 6120.614258
	Iteration 156Q: 3 clusters Score -2.068369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 223347 members 
Entering Unmasked Estep 
Score: -20683684.000000 Penalty: 6120.614258
	Iteration 157Q: 3 clusters Score -2.068368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 223349 members 
Entering Unmasked Estep 
Score: -20683694.000000 Penalty: 6120.614258
	Iteration 158Q: 3 clusters Score -2.068369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 223349 members 
Entering Unmasked Estep 
Score: -20683694.000000 Penalty: 6120.614258
	Iteration 159Q: 3 clusters Score -2.068369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 223350 members 
Entering Unmasked Estep 
Score: -20683704.000000 Penalty: 6120.614258
	Iteration 160F: 3 clusters Score -2.06837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 223352 members 
Entering Unmasked Estep 
Score: -20683694.000000 Penalty: 6120.614258
	Iteration 161Q: 3 clusters Score -2.068369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 223356 members 
Entering Unmasked Estep 
Score: -20683684.000000 Penalty: 6120.614258
	Iteration 162Q: 3 clusters Score -2.068368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 223356 members 
Entering Unmasked Estep 
Score: -20683684.000000 Penalty: 6120.614258
	Iteration 163F: 3 clusters Score -2.068368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -268735.687500 Penalty: 2013.463135
	Iteration 0F: 2 clusters Score -268735.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -265448.937500 Penalty: 4026.926270
	Iteration 0F: 3 clusters Score -265448.9 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -267518.750000 Penalty: 4026.926270
	Iteration 1F: 3 clusters Score -267518.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269529.531250 Penalty: 4026.926270
	Iteration 2F: 3 clusters Score -269529.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -272391.093750 Penalty: 4026.926270
	Iteration 3F: 3 clusters Score -272391.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -273371.500000 Penalty: 4026.926270
	Iteration 4F: 3 clusters Score -273371.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -273518.437500 Penalty: 4026.926270
	Iteration 5Q: 3 clusters Score -273518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -273535.031250 Penalty: 4026.926270
	Iteration 6Q: 3 clusters Score -273535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -273545.875000 Penalty: 4026.926270
	Iteration 7Q: 3 clusters Score -273545.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -273549.156250 Penalty: 4026.926270
	Iteration 8Q: 3 clusters Score -273549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -273552.406250 Penalty: 4026.926270
	Iteration 9Q: 3 clusters Score -273552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -273554.031250 Penalty: 4026.926270
	Iteration 10Q: 3 clusters Score -273554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -273554.937500 Penalty: 4026.926270
	Iteration 11Q: 3 clusters Score -273554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -273554.937500 Penalty: 4026.926270
	Iteration 12F: 3 clusters Score -273554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 228650 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 438015 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 20 contains 158902 members 
Mstep: Class 21 contains 74716 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
Score: -93565072.000000 Penalty: 65337.207031
Splitting cluster 8 changes total score from -93554736.000000 to -93565072.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (14910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Entering Unmasked Estep 
Score: -1269102.125000 Penalty: 2383.227051
	Iteration 0F: 2 clusters Score -1269102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1258322.375000 Penalty: 4766.454102
	Iteration 0F: 3 clusters Score -1258322 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1261669.500000 Penalty: 4766.454102
	Iteration 1F: 3 clusters Score -1261670 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1262032.625000 Penalty: 4766.454102
	Iteration 2F: 3 clusters Score -1262033 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1262368.500000 Penalty: 4766.454102
	Iteration 3Q: 3 clusters Score -1262368 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1262643.250000 Penalty: 4766.454102
	Iteration 4Q: 3 clusters Score -1262643 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1262898.375000 Penalty: 4766.454102
	Iteration 5Q: 3 clusters Score -1262898 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1263174.000000 Penalty: 4766.454102
	Iteration 6Q: 3 clusters Score -1263174 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1263459.875000 Penalty: 4766.454102
	Iteration 7Q: 3 clusters Score -1263460 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1263720.250000 Penalty: 4766.454102
	Iteration 8Q: 3 clusters Score -1263720 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1264006.250000 Penalty: 4766.454102
	Iteration 9Q: 3 clusters Score -1264006 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1264340.125000 Penalty: 4766.454102
	Iteration 10Q: 3 clusters Score -1264340 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1264661.750000 Penalty: 4766.454102
	Iteration 11Q: 3 clusters Score -1264662 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1264973.375000 Penalty: 4766.454102
	Iteration 12Q: 3 clusters Score -1264973 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1265264.625000 Penalty: 4766.454102
	Iteration 13Q: 3 clusters Score -1265265 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1265547.875000 Penalty: 4766.454102
	Iteration 14Q: 3 clusters Score -1265548 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1265897.625000 Penalty: 4766.454102
	Iteration 15Q: 3 clusters Score -1265898 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1266223.375000 Penalty: 4766.454102
	Iteration 16Q: 3 clusters Score -1266223 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1266446.000000 Penalty: 4766.454102
	Iteration 17Q: 3 clusters Score -1266446 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1266621.000000 Penalty: 4766.454102
	Iteration 18Q: 3 clusters Score -1266621 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1266772.125000 Penalty: 4766.454102
	Iteration 19Q: 3 clusters Score -1266772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1266885.500000 Penalty: 4766.454102
	Iteration 20F: 3 clusters Score -1266886 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1266987.875000 Penalty: 4766.454102
	Iteration 21Q: 3 clusters Score -1266988 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1267071.750000 Penalty: 4766.454102
	Iteration 22Q: 3 clusters Score -1267072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1267118.625000 Penalty: 4766.454102
	Iteration 23Q: 3 clusters Score -1267119 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1267164.625000 Penalty: 4766.454102
	Iteration 24Q: 3 clusters Score -1267165 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1267187.000000 Penalty: 4766.454102
	Iteration 25Q: 3 clusters Score -1267187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1267212.750000 Penalty: 4766.454102
	Iteration 26Q: 3 clusters Score -1267213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1267228.875000 Penalty: 4766.454102
	Iteration 27Q: 3 clusters Score -1267229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1267248.250000 Penalty: 4766.454102
	Iteration 28Q: 3 clusters Score -1267248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1267260.750000 Penalty: 4766.454102
	Iteration 29Q: 3 clusters Score -1267261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1267271.875000 Penalty: 4766.454102
	Iteration 30Q: 3 clusters Score -1267272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1267280.875000 Penalty: 4766.454102
	Iteration 31Q: 3 clusters Score -1267281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1267288.750000 Penalty: 4766.454102
	Iteration 32Q: 3 clusters Score -1267289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1267298.125000 Penalty: 4766.454102
	Iteration 33Q: 3 clusters Score -1267298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1267308.625000 Penalty: 4766.454102
	Iteration 34Q: 3 clusters Score -1267309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1267312.875000 Penalty: 4766.454102
	Iteration 35Q: 3 clusters Score -1267313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1267316.625000 Penalty: 4766.454102
	Iteration 36Q: 3 clusters Score -1267317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1267319.000000 Penalty: 4766.454102
	Iteration 37Q: 3 clusters Score -1267319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1267322.375000 Penalty: 4766.454102
	Iteration 38Q: 3 clusters Score -1267322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1267322.875000 Penalty: 4766.454102
	Iteration 39Q: 3 clusters Score -1267323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1267322.250000 Penalty: 4766.454102
	Iteration 40F: 3 clusters Score -1267322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1267324.125000 Penalty: 4766.454102
	Iteration 41Q: 3 clusters Score -1267324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1267324.125000 Penalty: 4766.454102
	Iteration 42F: 3 clusters Score -1267324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -229499.734375 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -229499.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -226370.546875 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -226370.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -227496.406250 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -227496.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -228564.578125 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -228564.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -229830.656250 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -229830.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -230741.406250 Penalty: 3948.839600
	Iteration 4F: 3 clusters Score -230741.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -231289.421875 Penalty: 3948.839600
	Iteration 5F: 3 clusters Score -231289.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -231449.875000 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -231449.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -231548.156250 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -231548.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -231601.343750 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -231601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -231614.781250 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -231614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -231617.765625 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -231617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -231620.640625 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -231620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -231624.562500 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -231624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -231626.671875 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -231626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -231628.953125 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -231629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -231630.343750 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -231630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -231631.531250 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -231631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -231632.390625 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -231632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -231633.218750 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -231633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -231633.218750 Penalty: 3948.839600
	Iteration 19F: 3 clusters Score -231633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 228650 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 438015 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 20 contains 158902 members 
Mstep: Class 21 contains 74716 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
Score: -93565488.000000 Penalty: 68776.007812
Splitting cluster 10 changes total score from -93554736.000000 to -93565488.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 11 (39118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Entering Unmasked Estep 
Score: -3683508.000000 Penalty: 2622.435791
	Iteration 0F: 2 clusters Score -3683508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3657240.500000 Penalty: 5244.871582
	Iteration 0F: 3 clusters Score -3657240 nChanged 17690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3666663.000000 Penalty: 5244.871582
	Iteration 1F: 3 clusters Score -3666663 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3667213.000000 Penalty: 5244.871582
	Iteration 2Q: 3 clusters Score -3667213 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3667878.750000 Penalty: 5244.871582
	Iteration 3Q: 3 clusters Score -3667879 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3668848.500000 Penalty: 5244.871582
	Iteration 4Q: 3 clusters Score -3668848 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3670575.250000 Penalty: 5244.871582
	Iteration 5F: 3 clusters Score -3670575 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3673234.000000 Penalty: 5244.871582
	Iteration 6F: 3 clusters Score -3673234 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3675983.000000 Penalty: 5244.871582
	Iteration 7F: 3 clusters Score -3675983 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -3678152.250000 Penalty: 5244.871582
	Iteration 8F: 3 clusters Score -3678152 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3679421.750000 Penalty: 5244.871582
	Iteration 9Q: 3 clusters Score -3679422 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -3680074.250000 Penalty: 5244.871582
	Iteration 10Q: 3 clusters Score -3680074 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -3680491.500000 Penalty: 5244.871582
	Iteration 11Q: 3 clusters Score -3680492 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -3680805.750000 Penalty: 5244.871582
	Iteration 12Q: 3 clusters Score -3680806 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -3681032.250000 Penalty: 5244.871582
	Iteration 13Q: 3 clusters Score -3681032 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -3681230.750000 Penalty: 5244.871582
	Iteration 14Q: 3 clusters Score -3681231 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3681365.000000 Penalty: 5244.871582
	Iteration 15Q: 3 clusters Score -3681365 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -3681508.250000 Penalty: 5244.871582
	Iteration 16Q: 3 clusters Score -3681508 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -3681619.250000 Penalty: 5244.871582
	Iteration 17Q: 3 clusters Score -3681619 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3681707.250000 Penalty: 5244.871582
	Iteration 18Q: 3 clusters Score -3681707 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -3681754.750000 Penalty: 5244.871582
	Iteration 19Q: 3 clusters Score -3681755 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -3681797.250000 Penalty: 5244.871582
	Iteration 20F: 3 clusters Score -3681797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -3681835.000000 Penalty: 5244.871582
	Iteration 21Q: 3 clusters Score -3681835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -3681849.750000 Penalty: 5244.871582
	Iteration 22Q: 3 clusters Score -3681850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -3681864.500000 Penalty: 5244.871582
	Iteration 23Q: 3 clusters Score -3681864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -3681871.500000 Penalty: 5244.871582
	Iteration 24Q: 3 clusters Score -3681872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -3681887.250000 Penalty: 5244.871582
	Iteration 25Q: 3 clusters Score -3681887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -3681897.500000 Penalty: 5244.871582
	Iteration 26Q: 3 clusters Score -3681898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -3681906.750000 Penalty: 5244.871582
	Iteration 27Q: 3 clusters Score -3681907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -3681922.500000 Penalty: 5244.871582
	Iteration 28Q: 3 clusters Score -3681922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -3681922.750000 Penalty: 5244.871582
	Iteration 29Q: 3 clusters Score -3681923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -3681930.500000 Penalty: 5244.871582
	Iteration 30Q: 3 clusters Score -3681930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3681928.250000 Penalty: 5244.871582
	Iteration 31Q: 3 clusters Score -3681928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -3681928.250000 Penalty: 5244.871582
	Iteration 32Q: 3 clusters Score -3681928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -3681929.000000 Penalty: 5244.871582
	Iteration 33Q: 3 clusters Score -3681929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -3681931.000000 Penalty: 5244.871582
	Iteration 34Q: 3 clusters Score -3681931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -3681934.750000 Penalty: 5244.871582
	Iteration 35Q: 3 clusters Score -3681935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -3681934.750000 Penalty: 5244.871582
	Iteration 36F: 3 clusters Score -3681935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (438015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438015 members 
Entering Unmasked Estep 
Score: -40258652.000000 Penalty: 3221.521973
	Iteration 0F: 2 clusters Score -4.025865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219355 members 
Mstep: Class 2 contains 218660 members 
Entering Unmasked Estep 
Score: -39963196.000000 Penalty: 6443.043945
	Iteration 0F: 3 clusters Score -3.99632e+07 nChanged 213247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 210507 members 
Entering Unmasked Estep 
Score: -40090656.000000 Penalty: 6443.043945
	Iteration 1F: 3 clusters Score -4.009066e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232231 members 
Mstep: Class 2 contains 205784 members 
Entering Unmasked Estep 
Score: -40092932.000000 Penalty: 6443.043945
	Iteration 2Q: 3 clusters Score -4.009293e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239558 members 
Mstep: Class 2 contains 198457 members 
Entering Unmasked Estep 
Score: -40095708.000000 Penalty: 6443.043945
	Iteration 3Q: 3 clusters Score -4.009571e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251043 members 
Mstep: Class 2 contains 186972 members 
Entering Unmasked Estep 
Score: -40100588.000000 Penalty: 6443.043945
	Iteration 4Q: 3 clusters Score -4.010059e+07 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268706 members 
Mstep: Class 2 contains 169309 members 
Entering Unmasked Estep 
Score: -40109288.000000 Penalty: 6443.043945
	Iteration 5Q: 3 clusters Score -4.010929e+07 nChanged 26478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294538 members 
Mstep: Class 2 contains 143477 members 
Entering Unmasked Estep 
Score: -40126200.000000 Penalty: 6443.043945
	Iteration 6F: 3 clusters Score -4.01262e+07 nChanged 35595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329899 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -40154524.000000 Penalty: 6443.043945
	Iteration 7F: 3 clusters Score -4.015452e+07 nChanged 40399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370218 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -40191720.000000 Penalty: 6443.043945
	Iteration 8F: 3 clusters Score -4.019172e+07 nChanged 35037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405247 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -40226084.000000 Penalty: 6443.043945
	Iteration 9F: 3 clusters Score -4.022608e+07 nChanged 20746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425991 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -40245620.000000 Penalty: 6443.043945
	Iteration 10Q: 3 clusters Score -4.024562e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434172 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -40252936.000000 Penalty: 6443.043945
	Iteration 11Q: 3 clusters Score -4.025294e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436578 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -40255040.000000 Penalty: 6443.043945
	Iteration 12Q: 3 clusters Score -4.025504e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437240 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -40255468.000000 Penalty: 6443.043945
	Iteration 13Q: 3 clusters Score -4.025547e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437457 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -40255684.000000 Penalty: 6443.043945
	Iteration 14Q: 3 clusters Score -4.025568e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -40255776.000000 Penalty: 6443.043945
	Iteration 15Q: 3 clusters Score -4.025578e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40255816.000000 Penalty: 6443.043945
	Iteration 16Q: 3 clusters Score -4.025582e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437583 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40255868.000000 Penalty: 6443.043945
	Iteration 17Q: 3 clusters Score -4.025587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437593 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40255904.000000 Penalty: 6443.043945
	Iteration 18Q: 3 clusters Score -4.02559e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437599 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -40255940.000000 Penalty: 6443.043945
	Iteration 19Q: 3 clusters Score -4.025594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437604 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40255940.000000 Penalty: 6443.043945
	Iteration 20F: 3 clusters Score -4.025594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437606 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40255952.000000 Penalty: 6443.043945
	Iteration 21Q: 3 clusters Score -4.025595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437605 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40255952.000000 Penalty: 6443.043945
	Iteration 22Q: 3 clusters Score -4.025595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437608 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40255944.000000 Penalty: 6443.043945
	Iteration 23Q: 3 clusters Score -4.025594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437610 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40255964.000000 Penalty: 6443.043945
	Iteration 24Q: 3 clusters Score -4.025596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437609 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40255948.000000 Penalty: 6443.043945
	Iteration 25Q: 3 clusters Score -4.025595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437610 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40255948.000000 Penalty: 6443.043945
	Iteration 26Q: 3 clusters Score -4.025595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437610 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40255948.000000 Penalty: 6443.043945
	Iteration 27F: 3 clusters Score -4.025595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Entering Unmasked Estep 
Score: -677563.187500 Penalty: 2222.100342
	Iteration 0F: 2 clusters Score -677563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -671308.625000 Penalty: 4444.200684
	Iteration 0F: 3 clusters Score -671308.6 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -673097.437500 Penalty: 4444.200684
	Iteration 1F: 3 clusters Score -673097.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -673425.687500 Penalty: 4444.200684
	Iteration 2F: 3 clusters Score -673425.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -673688.375000 Penalty: 4444.200684
	Iteration 3F: 3 clusters Score -673688.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -673902.312500 Penalty: 4444.200684
	Iteration 4Q: 3 clusters Score -673902.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -674073.562500 Penalty: 4444.200684
	Iteration 5Q: 3 clusters Score -674073.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -674224.500000 Penalty: 4444.200684
	Iteration 6Q: 3 clusters Score -674224.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -674378.937500 Penalty: 4444.200684
	Iteration 7Q: 3 clusters Score -674378.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -674517.812500 Penalty: 4444.200684
	Iteration 8Q: 3 clusters Score -674517.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -674636.500000 Penalty: 4444.200684
	Iteration 9Q: 3 clusters Score -674636.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -674751.125000 Penalty: 4444.200684
	Iteration 10Q: 3 clusters Score -674751.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -674876.437500 Penalty: 4444.200684
	Iteration 11Q: 3 clusters Score -674876.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -674999.187500 Penalty: 4444.200684
	Iteration 12Q: 3 clusters Score -674999.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -675122.937500 Penalty: 4444.200684
	Iteration 13Q: 3 clusters Score -675122.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -675226.625000 Penalty: 4444.200684
	Iteration 14Q: 3 clusters Score -675226.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -675320.125000 Penalty: 4444.200684
	Iteration 15Q: 3 clusters Score -675320.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -675445.687500 Penalty: 4444.200684
	Iteration 16Q: 3 clusters Score -675445.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -675655.687500 Penalty: 4444.200684
	Iteration 17Q: 3 clusters Score -675655.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -675882.625000 Penalty: 4444.200684
	Iteration 18Q: 3 clusters Score -675882.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -676166.562500 Penalty: 4444.200684
	Iteration 19Q: 3 clusters Score -676166.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -676487.187500 Penalty: 4444.200684
	Iteration 20F: 3 clusters Score -676487.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -676750.312500 Penalty: 4444.200684
	Iteration 21Q: 3 clusters Score -676750.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -676909.750000 Penalty: 4444.200684
	Iteration 22Q: 3 clusters Score -676909.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -677011.125000 Penalty: 4444.200684
	Iteration 23Q: 3 clusters Score -677011.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -677088.000000 Penalty: 4444.200684
	Iteration 24Q: 3 clusters Score -677088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -677146.187500 Penalty: 4444.200684
	Iteration 25Q: 3 clusters Score -677146.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -677176.187500 Penalty: 4444.200684
	Iteration 26Q: 3 clusters Score -677176.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -677191.875000 Penalty: 4444.200684
	Iteration 27Q: 3 clusters Score -677191.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -677204.500000 Penalty: 4444.200684
	Iteration 28Q: 3 clusters Score -677204.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -677208.750000 Penalty: 4444.200684
	Iteration 29Q: 3 clusters Score -677208.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -677214.187500 Penalty: 4444.200684
	Iteration 30Q: 3 clusters Score -677214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -677219.625000 Penalty: 4444.200684
	Iteration 31Q: 3 clusters Score -677219.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -677224.937500 Penalty: 4444.200684
	Iteration 32Q: 3 clusters Score -677224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -677226.812500 Penalty: 4444.200684
	Iteration 33Q: 3 clusters Score -677226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -677225.750000 Penalty: 4444.200684
	Iteration 34Q: 3 clusters Score -677225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -677229.250000 Penalty: 4444.200684
	Iteration 35Q: 3 clusters Score -677229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -677231.187500 Penalty: 4444.200684
	Iteration 36Q: 3 clusters Score -677231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -677232.437500 Penalty: 4444.200684
	Iteration 37Q: 3 clusters Score -677232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -677231.375000 Penalty: 4444.200684
	Iteration 38Q: 3 clusters Score -677231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -677230.312500 Penalty: 4444.200684
	Iteration 39Q: 3 clusters Score -677230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -677232.812500 Penalty: 4444.200684
	Iteration 40F: 3 clusters Score -677232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -677233.812500 Penalty: 4444.200684
	Iteration 41Q: 3 clusters Score -677233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -677232.937500 Penalty: 4444.200684
	Iteration 42Q: 3 clusters Score -677232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -677233.812500 Penalty: 4444.200684
	Iteration 43Q: 3 clusters Score -677233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -677233.812500 Penalty: 4444.200684
	Iteration 44F: 3 clusters Score -677233.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Entering Unmasked Estep 
Score: -1320373.875000 Penalty: 2384.488281
	Iteration 0F: 2 clusters Score -1320374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1309570.250000 Penalty: 4768.976562
	Iteration 0F: 3 clusters Score -1309570 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1313120.500000 Penalty: 4768.976562
	Iteration 1F: 3 clusters Score -1313120 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1313449.125000 Penalty: 4768.976562
	Iteration 2F: 3 clusters Score -1313449 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1313698.000000 Penalty: 4768.976562
	Iteration 3Q: 3 clusters Score -1313698 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1313907.875000 Penalty: 4768.976562
	Iteration 4Q: 3 clusters Score -1313908 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1314085.375000 Penalty: 4768.976562
	Iteration 5Q: 3 clusters Score -1314085 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1314237.125000 Penalty: 4768.976562
	Iteration 6Q: 3 clusters Score -1314237 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1314367.250000 Penalty: 4768.976562
	Iteration 7Q: 3 clusters Score -1314367 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1314500.000000 Penalty: 4768.976562
	Iteration 8Q: 3 clusters Score -1314500 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1314647.875000 Penalty: 4768.976562
	Iteration 9Q: 3 clusters Score -1314648 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1314793.250000 Penalty: 4768.976562
	Iteration 10Q: 3 clusters Score -1314793 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1314943.750000 Penalty: 4768.976562
	Iteration 11Q: 3 clusters Score -1314944 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1315103.375000 Penalty: 4768.976562
	Iteration 12Q: 3 clusters Score -1315103 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1315306.000000 Penalty: 4768.976562
	Iteration 13Q: 3 clusters Score -1315306 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1315532.375000 Penalty: 4768.976562
	Iteration 14Q: 3 clusters Score -1315532 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1315784.875000 Penalty: 4768.976562
	Iteration 15Q: 3 clusters Score -1315785 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1316066.125000 Penalty: 4768.976562
	Iteration 16Q: 3 clusters Score -1316066 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1316313.250000 Penalty: 4768.976562
	Iteration 17Q: 3 clusters Score -1316313 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1316589.250000 Penalty: 4768.976562
	Iteration 18Q: 3 clusters Score -1316589 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1316835.375000 Penalty: 4768.976562
	Iteration 19Q: 3 clusters Score -1316835 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1317063.125000 Penalty: 4768.976562
	Iteration 20F: 3 clusters Score -1317063 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1317258.875000 Penalty: 4768.976562
	Iteration 21Q: 3 clusters Score -1317259 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1317456.250000 Penalty: 4768.976562
	Iteration 22Q: 3 clusters Score -1317456 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1317605.125000 Penalty: 4768.976562
	Iteration 23Q: 3 clusters Score -1317605 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1317701.000000 Penalty: 4768.976562
	Iteration 24Q: 3 clusters Score -1317701 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1317794.750000 Penalty: 4768.976562
	Iteration 25Q: 3 clusters Score -1317795 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1317869.875000 Penalty: 4768.976562
	Iteration 26Q: 3 clusters Score -1317870 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1317929.750000 Penalty: 4768.976562
	Iteration 27Q: 3 clusters Score -1317930 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1317981.125000 Penalty: 4768.976562
	Iteration 28Q: 3 clusters Score -1317981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1318025.000000 Penalty: 4768.976562
	Iteration 29Q: 3 clusters Score -1318025 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1318084.625000 Penalty: 4768.976562
	Iteration 30Q: 3 clusters Score -1318085 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1318134.000000 Penalty: 4768.976562
	Iteration 31Q: 3 clusters Score -1318134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1318184.250000 Penalty: 4768.976562
	Iteration 32Q: 3 clusters Score -1318184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1318226.250000 Penalty: 4768.976562
	Iteration 33Q: 3 clusters Score -1318226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1318258.750000 Penalty: 4768.976562
	Iteration 34Q: 3 clusters Score -1318259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1318279.875000 Penalty: 4768.976562
	Iteration 35Q: 3 clusters Score -1318280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1318298.625000 Penalty: 4768.976562
	Iteration 36Q: 3 clusters Score -1318299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1318316.250000 Penalty: 4768.976562
	Iteration 37Q: 3 clusters Score -1318316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1318336.125000 Penalty: 4768.976562
	Iteration 38Q: 3 clusters Score -1318336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1318349.250000 Penalty: 4768.976562
	Iteration 39Q: 3 clusters Score -1318349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1318357.375000 Penalty: 4768.976562
	Iteration 40F: 3 clusters Score -1318357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1318365.875000 Penalty: 4768.976562
	Iteration 41Q: 3 clusters Score -1318366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1318370.875000 Penalty: 4768.976562
	Iteration 42Q: 3 clusters Score -1318371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1318376.875000 Penalty: 4768.976562
	Iteration 43Q: 3 clusters Score -1318377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1318384.500000 Penalty: 4768.976562
	Iteration 44Q: 3 clusters Score -1318384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1318385.750000 Penalty: 4768.976562
	Iteration 45Q: 3 clusters Score -1318386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1318387.250000 Penalty: 4768.976562
	Iteration 46Q: 3 clusters Score -1318387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1318386.750000 Penalty: 4768.976562
	Iteration 47Q: 3 clusters Score -1318387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1318387.875000 Penalty: 4768.976562
	Iteration 48Q: 3 clusters Score -1318388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1318386.250000 Penalty: 4768.976562
	Iteration 49Q: 3 clusters Score -1318386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1318387.500000 Penalty: 4768.976562
	Iteration 50Q: 3 clusters Score -1318388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1318387.250000 Penalty: 4768.976562
	Iteration 51Q: 3 clusters Score -1318387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1318391.375000 Penalty: 4768.976562
	Iteration 52Q: 3 clusters Score -1318391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1318392.500000 Penalty: 4768.976562
	Iteration 53Q: 3 clusters Score -1318392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1318393.625000 Penalty: 4768.976562
	Iteration 54Q: 3 clusters Score -1318394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1318394.875000 Penalty: 4768.976562
	Iteration 55Q: 3 clusters Score -1318395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1318394.875000 Penalty: 4768.976562
	Iteration 56Q: 3 clusters Score -1318395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1318394.875000 Penalty: 4768.976562
	Iteration 57F: 3 clusters Score -1318395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Entering Unmasked Estep 
Score: -1381212.125000 Penalty: 2392.883789
	Iteration 0F: 2 clusters Score -1381212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1370021.000000 Penalty: 4785.767578
	Iteration 0F: 3 clusters Score -1370021 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1373726.875000 Penalty: 4785.767578
	Iteration 1F: 3 clusters Score -1373727 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1374153.625000 Penalty: 4785.767578
	Iteration 2F: 3 clusters Score -1374154 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1374518.625000 Penalty: 4785.767578
	Iteration 3F: 3 clusters Score -1374519 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1374860.750000 Penalty: 4785.767578
	Iteration 4Q: 3 clusters Score -1374861 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1375209.000000 Penalty: 4785.767578
	Iteration 5Q: 3 clusters Score -1375209 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1375589.375000 Penalty: 4785.767578
	Iteration 6Q: 3 clusters Score -1375589 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1376086.750000 Penalty: 4785.767578
	Iteration 7Q: 3 clusters Score -1376087 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1376607.375000 Penalty: 4785.767578
	Iteration 8Q: 3 clusters Score -1376607 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1377119.125000 Penalty: 4785.767578
	Iteration 9Q: 3 clusters Score -1377119 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1377612.250000 Penalty: 4785.767578
	Iteration 10Q: 3 clusters Score -1377612 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1378044.750000 Penalty: 4785.767578
	Iteration 11Q: 3 clusters Score -1378045 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1378383.500000 Penalty: 4785.767578
	Iteration 12Q: 3 clusters Score -1378384 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1378614.375000 Penalty: 4785.767578
	Iteration 13Q: 3 clusters Score -1378614 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1378796.000000 Penalty: 4785.767578
	Iteration 14Q: 3 clusters Score -1378796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1378909.375000 Penalty: 4785.767578
	Iteration 15Q: 3 clusters Score -1378909 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1378990.750000 Penalty: 4785.767578
	Iteration 16Q: 3 clusters Score -1378991 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1379038.375000 Penalty: 4785.767578
	Iteration 17Q: 3 clusters Score -1379038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1379069.750000 Penalty: 4785.767578
	Iteration 18Q: 3 clusters Score -1379070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1379092.375000 Penalty: 4785.767578
	Iteration 19Q: 3 clusters Score -1379092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1379113.750000 Penalty: 4785.767578
	Iteration 20F: 3 clusters Score -1379114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1379130.375000 Penalty: 4785.767578
	Iteration 21Q: 3 clusters Score -1379130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1379140.750000 Penalty: 4785.767578
	Iteration 22Q: 3 clusters Score -1379141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1379157.000000 Penalty: 4785.767578
	Iteration 23Q: 3 clusters Score -1379157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1379165.250000 Penalty: 4785.767578
	Iteration 24Q: 3 clusters Score -1379165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1379168.875000 Penalty: 4785.767578
	Iteration 25Q: 3 clusters Score -1379169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1379177.000000 Penalty: 4785.767578
	Iteration 26Q: 3 clusters Score -1379177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1379180.375000 Penalty: 4785.767578
	Iteration 27Q: 3 clusters Score -1379180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1379182.250000 Penalty: 4785.767578
	Iteration 28Q: 3 clusters Score -1379182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1379186.125000 Penalty: 4785.767578
	Iteration 29Q: 3 clusters Score -1379186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1379190.375000 Penalty: 4785.767578
	Iteration 30Q: 3 clusters Score -1379190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1379194.250000 Penalty: 4785.767578
	Iteration 31Q: 3 clusters Score -1379194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1379200.250000 Penalty: 4785.767578
	Iteration 32Q: 3 clusters Score -1379200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1379208.000000 Penalty: 4785.767578
	Iteration 33Q: 3 clusters Score -1379208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1379212.000000 Penalty: 4785.767578
	Iteration 34Q: 3 clusters Score -1379212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1379215.125000 Penalty: 4785.767578
	Iteration 35Q: 3 clusters Score -1379215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1379215.000000 Penalty: 4785.767578
	Iteration 36Q: 3 clusters Score -1379215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1379215.375000 Penalty: 4785.767578
	Iteration 37Q: 3 clusters Score -1379215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1379218.625000 Penalty: 4785.767578
	Iteration 38Q: 3 clusters Score -1379219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1379218.125000 Penalty: 4785.767578
	Iteration 39Q: 3 clusters Score -1379218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1379220.250000 Penalty: 4785.767578
	Iteration 40F: 3 clusters Score -1379220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1379220.250000 Penalty: 4785.767578
	Iteration 41Q: 3 clusters Score -1379220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1379223.750000 Penalty: 4785.767578
	Iteration 42Q: 3 clusters Score -1379224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1379223.750000 Penalty: 4785.767578
	Iteration 43Q: 3 clusters Score -1379224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1379224.750000 Penalty: 4785.767578
	Iteration 44Q: 3 clusters Score -1379225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1379226.500000 Penalty: 4785.767578
	Iteration 45Q: 3 clusters Score -1379226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1379233.375000 Penalty: 4785.767578
	Iteration 46Q: 3 clusters Score -1379233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1379235.750000 Penalty: 4785.767578
	Iteration 47Q: 3 clusters Score -1379236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1379238.625000 Penalty: 4785.767578
	Iteration 48Q: 3 clusters Score -1379239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1379244.000000 Penalty: 4785.767578
	Iteration 49Q: 3 clusters Score -1379244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1379246.250000 Penalty: 4785.767578
	Iteration 50Q: 3 clusters Score -1379246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1379247.125000 Penalty: 4785.767578
	Iteration 51Q: 3 clusters Score -1379247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1379247.875000 Penalty: 4785.767578
	Iteration 52Q: 3 clusters Score -1379248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1379247.000000 Penalty: 4785.767578
	Iteration 53Q: 3 clusters Score -1379247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1379248.250000 Penalty: 4785.767578
	Iteration 54Q: 3 clusters Score -1379248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1379248.250000 Penalty: 4785.767578
	Iteration 55F: 3 clusters Score -1379248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -167928.125000 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -167928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -165400.531250 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -165400.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -166770.406250 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -166770.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -167506.046875 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -167506 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -168483.312500 Penalty: 3780.355713
	Iteration 3F: 3 clusters Score -168483.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -169264.609375 Penalty: 3780.355713
	Iteration 4F: 3 clusters Score -169264.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -170022.281250 Penalty: 3780.355713
	Iteration 5F: 3 clusters Score -170022.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -170593.671875 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -170593.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -171251.671875 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -171251.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -171410.046875 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -171410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -171423.031250 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -171423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -171431.109375 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -171431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -171435.000000 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -171435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -171454.812500 Penalty: 3780.355713
	Iteration 12F: 3 clusters Score -171454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -171606.328125 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -171606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -171885.062500 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -171885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -172491.640625 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -172491.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -173526.937500 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -173526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -173699.546875 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -173699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -173720.328125 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -173720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -173722.250000 Penalty: 3780.355713
	Iteration 19Q: 3 clusters Score -173722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -173722.250000 Penalty: 3780.355713
	Iteration 20F: 3 clusters Score -173722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 228650 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 438015 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 20 contains 158902 members 
Mstep: Class 21 contains 74716 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
Score: -93569840.000000 Penalty: 72214.812500
Splitting cluster 16 changes total score from -93554736.000000 to -93569840.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 18 (9843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Entering Unmasked Estep 
Score: -830977.062500 Penalty: 2280.239990
	Iteration 0F: 2 clusters Score -830977.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -823439.250000 Penalty: 4560.479980
	Iteration 0F: 3 clusters Score -823439.2 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -825578.687500 Penalty: 4560.479980
	Iteration 1F: 3 clusters Score -825578.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -825854.687500 Penalty: 4560.479980
	Iteration 2F: 3 clusters Score -825854.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -826044.062500 Penalty: 4560.479980
	Iteration 3Q: 3 clusters Score -826044.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -826192.937500 Penalty: 4560.479980
	Iteration 4Q: 3 clusters Score -826192.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -826333.500000 Penalty: 4560.479980
	Iteration 5Q: 3 clusters Score -826333.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -826457.625000 Penalty: 4560.479980
	Iteration 6Q: 3 clusters Score -826457.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -826577.687500 Penalty: 4560.479980
	Iteration 7Q: 3 clusters Score -826577.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -826713.562500 Penalty: 4560.479980
	Iteration 8Q: 3 clusters Score -826713.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -826854.625000 Penalty: 4560.479980
	Iteration 9Q: 3 clusters Score -826854.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -827002.250000 Penalty: 4560.479980
	Iteration 10Q: 3 clusters Score -827002.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -827178.250000 Penalty: 4560.479980
	Iteration 11Q: 3 clusters Score -827178.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -827398.750000 Penalty: 4560.479980
	Iteration 12Q: 3 clusters Score -827398.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -827667.562500 Penalty: 4560.479980
	Iteration 13Q: 3 clusters Score -827667.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -827979.625000 Penalty: 4560.479980
	Iteration 14Q: 3 clusters Score -827979.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -828339.875000 Penalty: 4560.479980
	Iteration 15Q: 3 clusters Score -828339.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -828675.500000 Penalty: 4560.479980
	Iteration 16Q: 3 clusters Score -828675.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -828975.750000 Penalty: 4560.479980
	Iteration 17Q: 3 clusters Score -828975.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -829167.500000 Penalty: 4560.479980
	Iteration 18Q: 3 clusters Score -829167.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -829307.062500 Penalty: 4560.479980
	Iteration 19Q: 3 clusters Score -829307.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -829421.750000 Penalty: 4560.479980
	Iteration 20F: 3 clusters Score -829421.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -829490.625000 Penalty: 4560.479980
	Iteration 21Q: 3 clusters Score -829490.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -829537.125000 Penalty: 4560.479980
	Iteration 22Q: 3 clusters Score -829537.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -829584.000000 Penalty: 4560.479980
	Iteration 23Q: 3 clusters Score -829584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -829629.687500 Penalty: 4560.479980
	Iteration 24Q: 3 clusters Score -829629.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -829667.062500 Penalty: 4560.479980
	Iteration 25Q: 3 clusters Score -829667.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -829686.125000 Penalty: 4560.479980
	Iteration 26Q: 3 clusters Score -829686.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -829697.187500 Penalty: 4560.479980
	Iteration 27Q: 3 clusters Score -829697.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -829707.000000 Penalty: 4560.479980
	Iteration 28Q: 3 clusters Score -829707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -829717.750000 Penalty: 4560.479980
	Iteration 29Q: 3 clusters Score -829717.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -829725.375000 Penalty: 4560.479980
	Iteration 30Q: 3 clusters Score -829725.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -829729.687500 Penalty: 4560.479980
	Iteration 31Q: 3 clusters Score -829729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -829733.000000 Penalty: 4560.479980
	Iteration 32Q: 3 clusters Score -829733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -829734.437500 Penalty: 4560.479980
	Iteration 33Q: 3 clusters Score -829734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -829734.250000 Penalty: 4560.479980
	Iteration 34Q: 3 clusters Score -829734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -829734.500000 Penalty: 4560.479980
	Iteration 35Q: 3 clusters Score -829734.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -829734.500000 Penalty: 4560.479980
	Iteration 36F: 3 clusters Score -829734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158902 members 
Entering Unmasked Estep 
Score: -14154731.000000 Penalty: 2970.058594
	Iteration 0F: 2 clusters Score -1.415473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -14048432.000000 Penalty: 5940.117188
	Iteration 0F: 3 clusters Score -1.404843e+07 nChanged 76052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -14093475.000000 Penalty: 5940.117188
	Iteration 1F: 3 clusters Score -1.409348e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -14096044.000000 Penalty: 5940.117188
	Iteration 2Q: 3 clusters Score -1.409604e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -14100638.000000 Penalty: 5940.117188
	Iteration 3F: 3 clusters Score -1.410064e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -14108339.000000 Penalty: 5940.117188
	Iteration 4F: 3 clusters Score -1.410834e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -14118747.000000 Penalty: 5940.117188
	Iteration 5F: 3 clusters Score -1.411875e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -14129384.000000 Penalty: 5940.117188
	Iteration 6F: 3 clusters Score -1.412938e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 115570 members 
Entering Unmasked Estep 
Score: -14137722.000000 Penalty: 5940.117188
	Iteration 7F: 3 clusters Score -1.413772e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 123181 members 
Entering Unmasked Estep 
Score: -14144254.000000 Penalty: 5940.117188
	Iteration 8F: 3 clusters Score -1.414425e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 129307 members 
Entering Unmasked Estep 
Score: -14149006.000000 Penalty: 5940.117188
	Iteration 9Q: 3 clusters Score -1.414901e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 134132 members 
Entering Unmasked Estep 
Score: -14152532.000000 Penalty: 5940.117188
	Iteration 10Q: 3 clusters Score -1.415253e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -14154775.000000 Penalty: 5940.117188
	Iteration 11Q: 3 clusters Score -1.415478e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 140478 members 
Entering Unmasked Estep 
Score: -14156319.000000 Penalty: 5940.117188
	Iteration 12Q: 3 clusters Score -1.415632e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -14157513.000000 Penalty: 5940.117188
	Iteration 13Q: 3 clusters Score -1.415751e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 144238 members 
Entering Unmasked Estep 
Score: -14158260.000000 Penalty: 5940.117188
	Iteration 14Q: 3 clusters Score -1.415826e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 145495 members 
Entering Unmasked Estep 
Score: -14158736.000000 Penalty: 5940.117188
	Iteration 15Q: 3 clusters Score -1.415874e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 146424 members 
Entering Unmasked Estep 
Score: -14159011.000000 Penalty: 5940.117188
	Iteration 16Q: 3 clusters Score -1.415901e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 147120 members 
Entering Unmasked Estep 
Score: -14159213.000000 Penalty: 5940.117188
	Iteration 17Q: 3 clusters Score -1.415921e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -14159342.000000 Penalty: 5940.117188
	Iteration 18Q: 3 clusters Score -1.415934e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -14159463.000000 Penalty: 5940.117188
	Iteration 19Q: 3 clusters Score -1.415946e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -14159550.000000 Penalty: 5940.117188
	Iteration 20F: 3 clusters Score -1.415955e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 148688 members 
Entering Unmasked Estep 
Score: -14159597.000000 Penalty: 5940.117188
	Iteration 21Q: 3 clusters Score -1.41596e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 148904 members 
Entering Unmasked Estep 
Score: -14159548.000000 Penalty: 5940.117188
	Iteration 22Q: 3 clusters Score -1.415955e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 149077 members 
Entering Unmasked Estep 
Score: -14159542.000000 Penalty: 5940.117188
	Iteration 23Q: 3 clusters Score -1.415954e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 149210 members 
Entering Unmasked Estep 
Score: -14159607.000000 Penalty: 5940.117188
	Iteration 24Q: 3 clusters Score -1.415961e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 149317 members 
Entering Unmasked Estep 
Score: -14159619.000000 Penalty: 5940.117188
	Iteration 25Q: 3 clusters Score -1.415962e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 149405 members 
Entering Unmasked Estep 
Score: -14159619.000000 Penalty: 5940.117188
	Iteration 26Q: 3 clusters Score -1.415962e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 149465 members 
Entering Unmasked Estep 
Score: -14159612.000000 Penalty: 5940.117188
	Iteration 27Q: 3 clusters Score -1.415961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -14159607.000000 Penalty: 5940.117188
	Iteration 28Q: 3 clusters Score -1.415961e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 149534 members 
Entering Unmasked Estep 
Score: -14159594.000000 Penalty: 5940.117188
	Iteration 29Q: 3 clusters Score -1.415959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 149548 members 
Entering Unmasked Estep 
Score: -14159619.000000 Penalty: 5940.117188
	Iteration 30Q: 3 clusters Score -1.415962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -14159596.000000 Penalty: 5940.117188
	Iteration 31Q: 3 clusters Score -1.41596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -14159607.000000 Penalty: 5940.117188
	Iteration 32Q: 3 clusters Score -1.415961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 149560 members 
Entering Unmasked Estep 
Score: -14159601.000000 Penalty: 5940.117188
	Iteration 33Q: 3 clusters Score -1.41596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 149563 members 
Entering Unmasked Estep 
Score: -14159610.000000 Penalty: 5940.117188
	Iteration 34Q: 3 clusters Score -1.415961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 149565 members 
Entering Unmasked Estep 
Score: -14159611.000000 Penalty: 5940.117188
	Iteration 35Q: 3 clusters Score -1.415961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 149570 members 
Entering Unmasked Estep 
Score: -14159614.000000 Penalty: 5940.117188
	Iteration 36Q: 3 clusters Score -1.415961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 149574 members 
Entering Unmasked Estep 
Score: -14159609.000000 Penalty: 5940.117188
	Iteration 37Q: 3 clusters Score -1.415961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 149577 members 
Entering Unmasked Estep 
Score: -14159628.000000 Penalty: 5940.117188
	Iteration 38Q: 3 clusters Score -1.415963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 149577 members 
Entering Unmasked Estep 
Score: -14159628.000000 Penalty: 5940.117188
	Iteration 39F: 3 clusters Score -1.415963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 228650 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 438015 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 19 contains 149577 members 
Mstep: Class 20 contains 9325 members 
Mstep: Class 21 contains 74716 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
Score: -93574632.000000 Penalty: 75653.609375
Splitting cluster 20 changes total score from -93554736.000000 to -93574632.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 21 (74716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Entering Unmasked Estep 
Score: -6895426.000000 Penalty: 2782.919678
	Iteration 0F: 2 clusters Score -6895426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -6845409.000000 Penalty: 5565.839355
	Iteration 0F: 3 clusters Score -6845409 nChanged 35229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -6865042.500000 Penalty: 5565.839355
	Iteration 1F: 3 clusters Score -6865042 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -6865656.500000 Penalty: 5565.839355
	Iteration 2Q: 3 clusters Score -6865656 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -6866406.500000 Penalty: 5565.839355
	Iteration 3Q: 3 clusters Score -6866406 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -6867182.500000 Penalty: 5565.839355
	Iteration 4Q: 3 clusters Score -6867182 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -6868131.000000 Penalty: 5565.839355
	Iteration 5Q: 3 clusters Score -6868131 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -6869418.000000 Penalty: 5565.839355
	Iteration 6Q: 3 clusters Score -6869418 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6871255.500000 Penalty: 5565.839355
	Iteration 7Q: 3 clusters Score -6871256 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -6873671.000000 Penalty: 5565.839355
	Iteration 8F: 3 clusters Score -6873671 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -6876971.000000 Penalty: 5565.839355
	Iteration 9F: 3 clusters Score -6876971 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -6880822.000000 Penalty: 5565.839355
	Iteration 10F: 3 clusters Score -6880822 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -6884028.500000 Penalty: 5565.839355
	Iteration 11F: 3 clusters Score -6884028 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -6885927.500000 Penalty: 5565.839355
	Iteration 12Q: 3 clusters Score -6885928 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -6886867.000000 Penalty: 5565.839355
	Iteration 13Q: 3 clusters Score -6886867 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -6887531.500000 Penalty: 5565.839355
	Iteration 14Q: 3 clusters Score -6887532 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -6888051.000000 Penalty: 5565.839355
	Iteration 15Q: 3 clusters Score -6888051 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -6888580.500000 Penalty: 5565.839355
	Iteration 16Q: 3 clusters Score -6888580 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6888975.000000 Penalty: 5565.839355
	Iteration 17Q: 3 clusters Score -6888975 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -6889343.000000 Penalty: 5565.839355
	Iteration 18Q: 3 clusters Score -6889343 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -6889693.500000 Penalty: 5565.839355
	Iteration 19Q: 3 clusters Score -6889694 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -6890029.500000 Penalty: 5565.839355
	Iteration 20F: 3 clusters Score -6890030 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -6890361.500000 Penalty: 5565.839355
	Iteration 21Q: 3 clusters Score -6890362 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -6890613.500000 Penalty: 5565.839355
	Iteration 22Q: 3 clusters Score -6890614 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -6890948.000000 Penalty: 5565.839355
	Iteration 23Q: 3 clusters Score -6890948 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -6891149.500000 Penalty: 5565.839355
	Iteration 24Q: 3 clusters Score -6891150 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6891365.000000 Penalty: 5565.839355
	Iteration 25Q: 3 clusters Score -6891365 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -6891630.000000 Penalty: 5565.839355
	Iteration 26Q: 3 clusters Score -6891630 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -6891823.500000 Penalty: 5565.839355
	Iteration 27Q: 3 clusters Score -6891824 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -6892036.500000 Penalty: 5565.839355
	Iteration 28Q: 3 clusters Score -6892036 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -6892201.500000 Penalty: 5565.839355
	Iteration 29Q: 3 clusters Score -6892202 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -6892402.000000 Penalty: 5565.839355
	Iteration 30Q: 3 clusters Score -6892402 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -6892573.000000 Penalty: 5565.839355
	Iteration 31Q: 3 clusters Score -6892573 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -6892736.000000 Penalty: 5565.839355
	Iteration 32Q: 3 clusters Score -6892736 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -6892912.500000 Penalty: 5565.839355
	Iteration 33Q: 3 clusters Score -6892912 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -6893067.000000 Penalty: 5565.839355
	Iteration 34Q: 3 clusters Score -6893067 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -6893248.500000 Penalty: 5565.839355
	Iteration 35Q: 3 clusters Score -6893248 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -6893460.000000 Penalty: 5565.839355
	Iteration 36Q: 3 clusters Score -6893460 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -6893665.500000 Penalty: 5565.839355
	Iteration 37Q: 3 clusters Score -6893666 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -6893836.000000 Penalty: 5565.839355
	Iteration 38Q: 3 clusters Score -6893836 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -6893990.500000 Penalty: 5565.839355
	Iteration 39Q: 3 clusters Score -6893990 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -6894174.000000 Penalty: 5565.839355
	Iteration 40F: 3 clusters Score -6894174 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -6894328.000000 Penalty: 5565.839355
	Iteration 41Q: 3 clusters Score -6894328 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -6894494.500000 Penalty: 5565.839355
	Iteration 42Q: 3 clusters Score -6894494 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -6894661.500000 Penalty: 5565.839355
	Iteration 43Q: 3 clusters Score -6894662 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -6894807.500000 Penalty: 5565.839355
	Iteration 44Q: 3 clusters Score -6894808 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -6894944.500000 Penalty: 5565.839355
	Iteration 45Q: 3 clusters Score -6894944 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -6895023.000000 Penalty: 5565.839355
	Iteration 46Q: 3 clusters Score -6895023 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -6895113.000000 Penalty: 5565.839355
	Iteration 47Q: 3 clusters Score -6895113 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -6895167.000000 Penalty: 5565.839355
	Iteration 48Q: 3 clusters Score -6895167 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -6895310.000000 Penalty: 5565.839355
	Iteration 49Q: 3 clusters Score -6895310 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -6895395.000000 Penalty: 5565.839355
	Iteration 50Q: 3 clusters Score -6895395 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -6895455.500000 Penalty: 5565.839355
	Iteration 51Q: 3 clusters Score -6895456 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -6895555.000000 Penalty: 5565.839355
	Iteration 52Q: 3 clusters Score -6895555 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -6895595.000000 Penalty: 5565.839355
	Iteration 53Q: 3 clusters Score -6895595 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -6895630.500000 Penalty: 5565.839355
	Iteration 54Q: 3 clusters Score -6895630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -6895662.500000 Penalty: 5565.839355
	Iteration 55Q: 3 clusters Score -6895662 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -6895702.500000 Penalty: 5565.839355
	Iteration 56Q: 3 clusters Score -6895702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -6895699.000000 Penalty: 5565.839355
	Iteration 57Q: 3 clusters Score -6895699 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -6895732.500000 Penalty: 5565.839355
	Iteration 58Q: 3 clusters Score -6895732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -6895732.500000 Penalty: 5565.839355
	Iteration 59Q: 3 clusters Score -6895732 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -6895758.000000 Penalty: 5565.839355
	Iteration 60F: 3 clusters Score -6895758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -6895747.500000 Penalty: 5565.839355
	Iteration 61Q: 3 clusters Score -6895748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -6895755.000000 Penalty: 5565.839355
	Iteration 62Q: 3 clusters Score -6895755 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -6895779.000000 Penalty: 5565.839355
	Iteration 63Q: 3 clusters Score -6895779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -6895785.500000 Penalty: 5565.839355
	Iteration 64Q: 3 clusters Score -6895786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -6895792.000000 Penalty: 5565.839355
	Iteration 65Q: 3 clusters Score -6895792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -6895802.500000 Penalty: 5565.839355
	Iteration 66Q: 3 clusters Score -6895802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -6895823.000000 Penalty: 5565.839355
	Iteration 67Q: 3 clusters Score -6895823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -6895813.000000 Penalty: 5565.839355
	Iteration 68Q: 3 clusters Score -6895813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -6895823.000000 Penalty: 5565.839355
	Iteration 69Q: 3 clusters Score -6895823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -6895827.500000 Penalty: 5565.839355
	Iteration 70Q: 3 clusters Score -6895828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -6895833.000000 Penalty: 5565.839355
	Iteration 71Q: 3 clusters Score -6895833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -6895838.500000 Penalty: 5565.839355
	Iteration 72Q: 3 clusters Score -6895838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -6895848.000000 Penalty: 5565.839355
	Iteration 73Q: 3 clusters Score -6895848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -6895852.500000 Penalty: 5565.839355
	Iteration 74Q: 3 clusters Score -6895852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -6895858.500000 Penalty: 5565.839355
	Iteration 75Q: 3 clusters Score -6895858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -6895860.000000 Penalty: 5565.839355
	Iteration 76Q: 3 clusters Score -6895860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -6895858.500000 Penalty: 5565.839355
	Iteration 77Q: 3 clusters Score -6895858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -6895866.500000 Penalty: 5565.839355
	Iteration 78Q: 3 clusters Score -6895866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -6895862.500000 Penalty: 5565.839355
	Iteration 79Q: 3 clusters Score -6895862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -6895860.500000 Penalty: 5565.839355
	Iteration 80F: 3 clusters Score -6895860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -6895864.000000 Penalty: 5565.839355
	Iteration 81Q: 3 clusters Score -6895864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -6895859.000000 Penalty: 5565.839355
	Iteration 82Q: 3 clusters Score -6895859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -6895859.000000 Penalty: 5565.839355
	Iteration 83F: 3 clusters Score -6895859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 228650 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 438015 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 19 contains 149577 members 
Mstep: Class 20 contains 9325 members 
Mstep: Class 21 contains 5127 members 
Mstep: Class 22 contains 18370 members 
Mstep: Class 23 contains 69589 members 
Entering Unmasked Estep 
Score: -93573840.000000 Penalty: 79092.414062
Splitting cluster 21 changes total score from -93554736.000000 to -93573840.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (18370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Entering Unmasked Estep 
Score: -1679628.125000 Penalty: 2434.981445
	Iteration 0F: 2 clusters Score -1679628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1666641.125000 Penalty: 4869.962891
	Iteration 0F: 3 clusters Score -1666641 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1670868.125000 Penalty: 4869.962891
	Iteration 1F: 3 clusters Score -1670868 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1671245.375000 Penalty: 4869.962891
	Iteration 2F: 3 clusters Score -1671245 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1671514.500000 Penalty: 4869.962891
	Iteration 3Q: 3 clusters Score -1671514 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1671738.500000 Penalty: 4869.962891
	Iteration 4Q: 3 clusters Score -1671738 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1671904.750000 Penalty: 4869.962891
	Iteration 5Q: 3 clusters Score -1671905 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1672056.625000 Penalty: 4869.962891
	Iteration 6Q: 3 clusters Score -1672057 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1672198.750000 Penalty: 4869.962891
	Iteration 7Q: 3 clusters Score -1672199 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1672362.625000 Penalty: 4869.962891
	Iteration 8Q: 3 clusters Score -1672363 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1672554.375000 Penalty: 4869.962891
	Iteration 9Q: 3 clusters Score -1672554 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1672793.500000 Penalty: 4869.962891
	Iteration 10Q: 3 clusters Score -1672794 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1673071.875000 Penalty: 4869.962891
	Iteration 11Q: 3 clusters Score -1673072 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1673408.500000 Penalty: 4869.962891
	Iteration 12Q: 3 clusters Score -1673408 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1673816.500000 Penalty: 4869.962891
	Iteration 13Q: 3 clusters Score -1673816 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1674231.750000 Penalty: 4869.962891
	Iteration 14Q: 3 clusters Score -1674232 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1674684.875000 Penalty: 4869.962891
	Iteration 15Q: 3 clusters Score -1674685 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1675168.125000 Penalty: 4869.962891
	Iteration 16Q: 3 clusters Score -1675168 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1675626.750000 Penalty: 4869.962891
	Iteration 17Q: 3 clusters Score -1675627 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1676052.375000 Penalty: 4869.962891
	Iteration 18Q: 3 clusters Score -1676052 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1676380.875000 Penalty: 4869.962891
	Iteration 19Q: 3 clusters Score -1676381 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1676585.500000 Penalty: 4869.962891
	Iteration 20F: 3 clusters Score -1676586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1676750.750000 Penalty: 4869.962891
	Iteration 21Q: 3 clusters Score -1676751 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1676873.750000 Penalty: 4869.962891
	Iteration 22Q: 3 clusters Score -1676874 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1676946.500000 Penalty: 4869.962891
	Iteration 23Q: 3 clusters Score -1676946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1676998.625000 Penalty: 4869.962891
	Iteration 24Q: 3 clusters Score -1676999 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1677048.125000 Penalty: 4869.962891
	Iteration 25Q: 3 clusters Score -1677048 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1677082.750000 Penalty: 4869.962891
	Iteration 26Q: 3 clusters Score -1677083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1677116.625000 Penalty: 4869.962891
	Iteration 27Q: 3 clusters Score -1677117 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1677155.375000 Penalty: 4869.962891
	Iteration 28Q: 3 clusters Score -1677155 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1677186.000000 Penalty: 4869.962891
	Iteration 29Q: 3 clusters Score -1677186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1677210.250000 Penalty: 4869.962891
	Iteration 30Q: 3 clusters Score -1677210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1677253.750000 Penalty: 4869.962891
	Iteration 31Q: 3 clusters Score -1677254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1677286.000000 Penalty: 4869.962891
	Iteration 32Q: 3 clusters Score -1677286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1677321.125000 Penalty: 4869.962891
	Iteration 33Q: 3 clusters Score -1677321 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1677342.250000 Penalty: 4869.962891
	Iteration 34Q: 3 clusters Score -1677342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1677368.875000 Penalty: 4869.962891
	Iteration 35Q: 3 clusters Score -1677369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1677396.750000 Penalty: 4869.962891
	Iteration 36Q: 3 clusters Score -1677397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1677422.250000 Penalty: 4869.962891
	Iteration 37Q: 3 clusters Score -1677422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1677440.000000 Penalty: 4869.962891
	Iteration 38Q: 3 clusters Score -1677440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1677447.875000 Penalty: 4869.962891
	Iteration 39Q: 3 clusters Score -1677448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1677465.625000 Penalty: 4869.962891
	Iteration 40F: 3 clusters Score -1677466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1677476.250000 Penalty: 4869.962891
	Iteration 41Q: 3 clusters Score -1677476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1677491.125000 Penalty: 4869.962891
	Iteration 42Q: 3 clusters Score -1677491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1677497.625000 Penalty: 4869.962891
	Iteration 43Q: 3 clusters Score -1677498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1677504.625000 Penalty: 4869.962891
	Iteration 44Q: 3 clusters Score -1677505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1677510.875000 Penalty: 4869.962891
	Iteration 45Q: 3 clusters Score -1677511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1677515.375000 Penalty: 4869.962891
	Iteration 46Q: 3 clusters Score -1677515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1677523.250000 Penalty: 4869.962891
	Iteration 47Q: 3 clusters Score -1677523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1677525.375000 Penalty: 4869.962891
	Iteration 48Q: 3 clusters Score -1677525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1677533.500000 Penalty: 4869.962891
	Iteration 49Q: 3 clusters Score -1677534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1677535.375000 Penalty: 4869.962891
	Iteration 50Q: 3 clusters Score -1677535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1677537.125000 Penalty: 4869.962891
	Iteration 51Q: 3 clusters Score -1677537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1677539.875000 Penalty: 4869.962891
	Iteration 52Q: 3 clusters Score -1677540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1677540.500000 Penalty: 4869.962891
	Iteration 53Q: 3 clusters Score -1677540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1677540.875000 Penalty: 4869.962891
	Iteration 54Q: 3 clusters Score -1677541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1677544.500000 Penalty: 4869.962891
	Iteration 55Q: 3 clusters Score -1677544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1677546.375000 Penalty: 4869.962891
	Iteration 56Q: 3 clusters Score -1677546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1677549.750000 Penalty: 4869.962891
	Iteration 57Q: 3 clusters Score -1677550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1677552.000000 Penalty: 4869.962891
	Iteration 58Q: 3 clusters Score -1677552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1677551.625000 Penalty: 4869.962891
	Iteration 59Q: 3 clusters Score -1677552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1677556.875000 Penalty: 4869.962891
	Iteration 60F: 3 clusters Score -1677557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1677557.250000 Penalty: 4869.962891
	Iteration 61Q: 3 clusters Score -1677557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1677557.375000 Penalty: 4869.962891
	Iteration 62Q: 3 clusters Score -1677557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1677556.500000 Penalty: 4869.962891
	Iteration 63Q: 3 clusters Score -1677556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1677560.000000 Penalty: 4869.962891
	Iteration 64Q: 3 clusters Score -1677560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1677562.750000 Penalty: 4869.962891
	Iteration 65Q: 3 clusters Score -1677563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1677564.250000 Penalty: 4869.962891
	Iteration 66Q: 3 clusters Score -1677564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1677564.375000 Penalty: 4869.962891
	Iteration 67Q: 3 clusters Score -1677564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1677566.125000 Penalty: 4869.962891
	Iteration 68Q: 3 clusters Score -1677566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1677567.625000 Penalty: 4869.962891
	Iteration 69Q: 3 clusters Score -1677568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1677575.500000 Penalty: 4869.962891
	Iteration 70Q: 3 clusters Score -1677576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1677574.875000 Penalty: 4869.962891
	Iteration 71Q: 3 clusters Score -1677575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1677574.625000 Penalty: 4869.962891
	Iteration 72Q: 3 clusters Score -1677575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1677575.625000 Penalty: 4869.962891
	Iteration 73Q: 3 clusters Score -1677576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1677577.125000 Penalty: 4869.962891
	Iteration 74Q: 3 clusters Score -1677577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1677577.750000 Penalty: 4869.962891
	Iteration 75Q: 3 clusters Score -1677578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1677581.625000 Penalty: 4869.962891
	Iteration 76Q: 3 clusters Score -1677582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1677581.125000 Penalty: 4869.962891
	Iteration 77Q: 3 clusters Score -1677581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1677581.125000 Penalty: 4869.962891
	Iteration 78F: 3 clusters Score -1677581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 228650 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 438015 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 20 contains 9325 members 
Mstep: Class 21 contains 5127 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93578080.000000 Penalty: 79092.414062
Iteration 39Q: 24 clusters Score -9.357808e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 768 members 
Mstep: Class 3 contains 7663 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 227661 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 14920 members 
Mstep: Class 10 contains 1339 members 
Mstep: Class 11 contains 39113 members 
Mstep: Class 12 contains 437784 members 
Mstep: Class 13 contains 7831 members 
Mstep: Class 14 contains 15105 members 
Mstep: Class 15 contains 15822 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 345 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 149886 members 
Mstep: Class 20 contains 9569 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 18987 members 
Mstep: Class 23 contains 68325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93587472.000000 Penalty: 79092.414062
Iteration 40F: 24 clusters Score -9.358747e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 10686 members 
Mstep: Class 6 contains 223916 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 39106 members 
Mstep: Class 12 contains 437497 members 
Mstep: Class 13 contains 7730 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 17304 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9810 members 
Mstep: Class 19 contains 152185 members 
Mstep: Class 20 contains 9665 members 
Mstep: Class 21 contains 5509 members 
Mstep: Class 22 contains 19529 members 
Mstep: Class 23 contains 67782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93593536.000000 Penalty: 79092.414062
Iteration 41Q: 24 clusters Score -9.359354e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 10773 members 
Mstep: Class 6 contains 220694 members 
Mstep: Class 7 contains 1617 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 14841 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 39163 members 
Mstep: Class 12 contains 437299 members 
Mstep: Class 13 contains 7685 members 
Mstep: Class 14 contains 15012 members 
Mstep: Class 15 contains 18872 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 153709 members 
Mstep: Class 20 contains 9796 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 20140 members 
Mstep: Class 23 contains 67235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93598304.000000 Penalty: 79092.414062
Iteration 42Q: 24 clusters Score -9.35983e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 10779 members 
Mstep: Class 6 contains 217977 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 39238 members 
Mstep: Class 12 contains 437160 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 14 contains 14895 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 154923 members 
Mstep: Class 20 contains 9919 members 
Mstep: Class 21 contains 5829 members 
Mstep: Class 22 contains 20778 members 
Mstep: Class 23 contains 66715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93603128.000000 Penalty: 79092.414062
Iteration 43Q: 24 clusters Score -9.360313e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 745 members 
Mstep: Class 3 contains 7078 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 10726 members 
Mstep: Class 6 contains 215740 members 
Mstep: Class 7 contains 1604 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 14769 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 39315 members 
Mstep: Class 12 contains 437045 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 14766 members 
Mstep: Class 15 contains 21475 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 9579 members 
Mstep: Class 19 contains 155904 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 66182 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 24 clusters Score -9.36055e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 213815 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 14736 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 39398 members 
Mstep: Class 12 contains 436916 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 14654 members 
Mstep: Class 15 contains 22504 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 9506 members 
Mstep: Class 19 contains 156681 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 22045 members 
Mstep: Class 23 contains 65712 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 24 clusters Score -9.360695e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 722 members 
Mstep: Class 3 contains 6839 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 212177 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 14702 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 39475 members 
Mstep: Class 12 contains 436787 members 
Mstep: Class 13 contains 7565 members 
Mstep: Class 14 contains 14536 members 
Mstep: Class 15 contains 23293 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 9445 members 
Mstep: Class 19 contains 157346 members 
Mstep: Class 20 contains 10360 members 
Mstep: Class 21 contains 6217 members 
Mstep: Class 22 contains 22708 members 
Mstep: Class 23 contains 65294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93607808.000000 Penalty: 79092.414062
Iteration 46Q: 24 clusters Score -9.360781e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10445 members 
Mstep: Class 6 contains 210765 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3403 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 436676 members 
Mstep: Class 13 contains 7510 members 
Mstep: Class 14 contains 14427 members 
Mstep: Class 15 contains 23955 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 9354 members 
Mstep: Class 19 contains 157869 members 
Mstep: Class 20 contains 10492 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 23401 members 
Mstep: Class 23 contains 64912 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 24 clusters Score -9.360875e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10402 members 
Mstep: Class 6 contains 209480 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 8 contains 3528 members 
Mstep: Class 9 contains 14648 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39595 members 
Mstep: Class 12 contains 436636 members 
Mstep: Class 13 contains 7443 members 
Mstep: Class 14 contains 14314 members 
Mstep: Class 15 contains 24502 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 158354 members 
Mstep: Class 20 contains 10615 members 
Mstep: Class 21 contains 6379 members 
Mstep: Class 22 contains 24069 members 
Mstep: Class 23 contains 64562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 24 clusters Score -9.360902e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 10354 members 
Mstep: Class 6 contains 208403 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39631 members 
Mstep: Class 12 contains 436582 members 
Mstep: Class 13 contains 7403 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 24937 members 
Mstep: Class 16 contains 3124 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9200 members 
Mstep: Class 19 contains 158743 members 
Mstep: Class 20 contains 10701 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 24744 members 
Mstep: Class 23 contains 64197 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 24 clusters Score -9.360954e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 6499 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10308 members 
Mstep: Class 6 contains 207456 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3776 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39663 members 
Mstep: Class 12 contains 436565 members 
Mstep: Class 13 contains 7366 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 25287 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9159 members 
Mstep: Class 19 contains 159082 members 
Mstep: Class 20 contains 10790 members 
Mstep: Class 21 contains 6508 members 
Mstep: Class 22 contains 25373 members 
Mstep: Class 23 contains 63869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93609824.000000 Penalty: 79092.414062
Iteration 50Q: 24 clusters Score -9.360982e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10244 members 
Mstep: Class 6 contains 206655 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39699 members 
Mstep: Class 12 contains 436571 members 
Mstep: Class 13 contains 7321 members 
Mstep: Class 14 contains 13993 members 
Mstep: Class 15 contains 25595 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 159394 members 
Mstep: Class 20 contains 10857 members 
Mstep: Class 21 contains 6557 members 
Mstep: Class 22 contains 25935 members 
Mstep: Class 23 contains 63553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 24 clusters Score -9.361023e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10203 members 
Mstep: Class 6 contains 205934 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 14586 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39722 members 
Mstep: Class 12 contains 436591 members 
Mstep: Class 13 contains 7276 members 
Mstep: Class 14 contains 13914 members 
Mstep: Class 15 contains 25832 members 
Mstep: Class 16 contains 3203 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9078 members 
Mstep: Class 19 contains 159645 members 
Mstep: Class 20 contains 10914 members 
Mstep: Class 21 contains 6597 members 
Mstep: Class 22 contains 26429 members 
Mstep: Class 23 contains 63290 members 
Entering Unmasked Estep 
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Iteration 52Q: 24 clusters Score -9.361036e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 6278 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10198 members 
Mstep: Class 6 contains 205269 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 14571 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39738 members 
Mstep: Class 12 contains 436603 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 13832 members 
Mstep: Class 15 contains 25995 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 159904 members 
Mstep: Class 20 contains 10977 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 26912 members 
Mstep: Class 23 contains 63039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93610800.000000 Penalty: 79092.414062
Iteration 53Q: 24 clusters Score -9.36108e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 6213 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10174 members 
Mstep: Class 6 contains 204753 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39745 members 
Mstep: Class 12 contains 436622 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 13779 members 
Mstep: Class 15 contains 26137 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 160099 members 
Mstep: Class 20 contains 11038 members 
Mstep: Class 21 contains 6658 members 
Mstep: Class 22 contains 27346 members 
Mstep: Class 23 contains 62821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93610912.000000 Penalty: 79092.414062
Iteration 54Q: 24 clusters Score -9.361091e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10179 members 
Mstep: Class 6 contains 204286 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39751 members 
Mstep: Class 12 contains 436639 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 13742 members 
Mstep: Class 15 contains 26246 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 160304 members 
Mstep: Class 20 contains 11079 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 27712 members 
Mstep: Class 23 contains 62594 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 24 clusters Score -9.361105e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 6091 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10189 members 
Mstep: Class 6 contains 203903 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39757 members 
Mstep: Class 12 contains 436681 members 
Mstep: Class 13 contains 7165 members 
Mstep: Class 14 contains 13714 members 
Mstep: Class 15 contains 26293 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 160493 members 
Mstep: Class 20 contains 11104 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 28047 members 
Mstep: Class 23 contains 62358 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 24 clusters Score -9.361142e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10198 members 
Mstep: Class 6 contains 203553 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39764 members 
Mstep: Class 12 contains 436711 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 13678 members 
Mstep: Class 15 contains 26345 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8964 members 
Mstep: Class 19 contains 160634 members 
Mstep: Class 20 contains 11119 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 28390 members 
Mstep: Class 23 contains 62135 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 24 clusters Score -9.361147e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 6014 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10211 members 
Mstep: Class 6 contains 203276 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 14508 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39774 members 
Mstep: Class 12 contains 436743 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 13641 members 
Mstep: Class 15 contains 26371 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 160746 members 
Mstep: Class 20 contains 11127 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 28703 members 
Mstep: Class 23 contains 61913 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 24 clusters Score -9.361148e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 5989 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10212 members 
Mstep: Class 6 contains 203035 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 14495 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39783 members 
Mstep: Class 12 contains 436778 members 
Mstep: Class 13 contains 7104 members 
Mstep: Class 14 contains 13625 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8928 members 
Mstep: Class 19 contains 160836 members 
Mstep: Class 20 contains 11121 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 28966 members 
Mstep: Class 23 contains 61725 members 
Entering Unmasked Estep 
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Iteration 59Q: 24 clusters Score -9.361146e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 5968 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 202796 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 4507 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 39784 members 
Mstep: Class 12 contains 436792 members 
Mstep: Class 13 contains 7089 members 
Mstep: Class 14 contains 13593 members 
Mstep: Class 15 contains 26431 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 160925 members 
Mstep: Class 20 contains 11120 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 29228 members 
Mstep: Class 23 contains 61553 members 
Entering Unmasked Estep 
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Iteration 60F: 24 clusters Score -9.361193e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 5944 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 10214 members 
Mstep: Class 6 contains 202492 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 14463 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 39785 members 
Mstep: Class 12 contains 436767 members 
Mstep: Class 13 contains 7065 members 
Mstep: Class 14 contains 13560 members 
Mstep: Class 15 contains 26521 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 161006 members 
Mstep: Class 20 contains 11119 members 
Mstep: Class 21 contains 6847 members 
Mstep: Class 22 contains 29551 members 
Mstep: Class 23 contains 61391 members 
Entering Unmasked Estep 
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Iteration 61Q: 24 clusters Score -9.361249e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 10194 members 
Mstep: Class 6 contains 202177 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 4880 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 39788 members 
Mstep: Class 12 contains 436766 members 
Mstep: Class 13 contains 7034 members 
Mstep: Class 14 contains 13526 members 
Mstep: Class 15 contains 26597 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8719 members 
Mstep: Class 19 contains 161083 members 
Mstep: Class 20 contains 11126 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 29872 members 
Mstep: Class 23 contains 61244 members 
Entering Unmasked Estep 
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Iteration 62Q: 24 clusters Score -9.361323e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 5903 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10188 members 
Mstep: Class 6 contains 201826 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 39794 members 
Mstep: Class 12 contains 436761 members 
Mstep: Class 13 contains 6997 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 26657 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 8631 members 
Mstep: Class 19 contains 161154 members 
Mstep: Class 20 contains 11139 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 30227 members 
Mstep: Class 23 contains 61107 members 
Entering Unmasked Estep 
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Iteration 63Q: 24 clusters Score -9.361375e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 713 members 
Mstep: Class 3 contains 5884 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 10176 members 
Mstep: Class 6 contains 201488 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 2261 members 
Mstep: Class 11 contains 39798 members 
Mstep: Class 12 contains 436797 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 26712 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 161204 members 
Mstep: Class 20 contains 11136 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 30551 members 
Mstep: Class 23 contains 60987 members 
Entering Unmasked Estep 
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Iteration 64Q: 24 clusters Score -9.36145e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10164 members 
Mstep: Class 6 contains 201121 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 14409 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 39801 members 
Mstep: Class 12 contains 436837 members 
Mstep: Class 13 contains 6921 members 
Mstep: Class 14 contains 13417 members 
Mstep: Class 15 contains 26768 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 8469 members 
Mstep: Class 19 contains 161266 members 
Mstep: Class 20 contains 11136 members 
Mstep: Class 21 contains 6903 members 
Mstep: Class 22 contains 30875 members 
Mstep: Class 23 contains 60883 members 
Entering Unmasked Estep 
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Iteration 65Q: 24 clusters Score -9.361578e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 5859 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10166 members 
Mstep: Class 6 contains 200717 members 
Mstep: Class 7 contains 1615 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 14400 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 39801 members 
Mstep: Class 12 contains 436860 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 13394 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 3366 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8412 members 
Mstep: Class 19 contains 161328 members 
Mstep: Class 20 contains 11136 members 
Mstep: Class 21 contains 6919 members 
Mstep: Class 22 contains 31228 members 
Mstep: Class 23 contains 60765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616184.000000 Penalty: 79092.414062
Iteration 66Q: 24 clusters Score -9.361618e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 5844 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10182 members 
Mstep: Class 6 contains 200302 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 5652 members 
Mstep: Class 9 contains 14395 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 39805 members 
Mstep: Class 12 contains 436876 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 13365 members 
Mstep: Class 15 contains 26879 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8371 members 
Mstep: Class 19 contains 161406 members 
Mstep: Class 20 contains 11137 members 
Mstep: Class 21 contains 6932 members 
Mstep: Class 22 contains 31576 members 
Mstep: Class 23 contains 60643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616104.000000 Penalty: 79092.414062
Iteration 67Q: 24 clusters Score -9.36161e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 5834 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10193 members 
Mstep: Class 6 contains 199860 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 14385 members 
Mstep: Class 10 contains 2273 members 
Mstep: Class 11 contains 39807 members 
Mstep: Class 12 contains 436897 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 13336 members 
Mstep: Class 15 contains 26942 members 
Mstep: Class 16 contains 3401 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8325 members 
Mstep: Class 19 contains 161478 members 
Mstep: Class 20 contains 11126 members 
Mstep: Class 21 contains 6942 members 
Mstep: Class 22 contains 31953 members 
Mstep: Class 23 contains 60537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616304.000000 Penalty: 79092.414062
Iteration 68Q: 24 clusters Score -9.36163e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 5825 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10203 members 
Mstep: Class 6 contains 199447 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 14383 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39805 members 
Mstep: Class 12 contains 436908 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 13309 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8280 members 
Mstep: Class 19 contains 161579 members 
Mstep: Class 20 contains 11127 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 32303 members 
Mstep: Class 23 contains 60444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616792.000000 Penalty: 79092.414062
Iteration 69Q: 24 clusters Score -9.361679e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5813 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10220 members 
Mstep: Class 6 contains 199014 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 5942 members 
Mstep: Class 9 contains 14378 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39810 members 
Mstep: Class 12 contains 436924 members 
Mstep: Class 13 contains 6681 members 
Mstep: Class 14 contains 13295 members 
Mstep: Class 15 contains 27043 members 
Mstep: Class 16 contains 3405 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 161696 members 
Mstep: Class 20 contains 11134 members 
Mstep: Class 21 contains 6959 members 
Mstep: Class 22 contains 32647 members 
Mstep: Class 23 contains 60357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616912.000000 Penalty: 79092.414062
Iteration 70Q: 24 clusters Score -9.361691e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5801 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10247 members 
Mstep: Class 6 contains 198557 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 14365 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39817 members 
Mstep: Class 12 contains 436934 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 13281 members 
Mstep: Class 15 contains 27069 members 
Mstep: Class 16 contains 3416 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8232 members 
Mstep: Class 19 contains 161806 members 
Mstep: Class 20 contains 11142 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 32991 members 
Mstep: Class 23 contains 60288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617112.000000 Penalty: 79092.414062
Iteration 71Q: 24 clusters Score -9.361711e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5794 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10256 members 
Mstep: Class 6 contains 198101 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 14357 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39819 members 
Mstep: Class 12 contains 436967 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 13268 members 
Mstep: Class 15 contains 27096 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 161921 members 
Mstep: Class 20 contains 11145 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 33352 members 
Mstep: Class 23 contains 60213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617184.000000 Penalty: 79092.414062
Iteration 72Q: 24 clusters Score -9.361718e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10269 members 
Mstep: Class 6 contains 197645 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39820 members 
Mstep: Class 12 contains 436993 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 13254 members 
Mstep: Class 15 contains 27113 members 
Mstep: Class 16 contains 3441 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 161998 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 33757 members 
Mstep: Class 23 contains 60139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617264.000000 Penalty: 79092.414062
Iteration 73Q: 24 clusters Score -9.361726e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10276 members 
Mstep: Class 6 contains 197215 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 14330 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39823 members 
Mstep: Class 12 contains 437018 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 13240 members 
Mstep: Class 15 contains 27139 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8178 members 
Mstep: Class 19 contains 162059 members 
Mstep: Class 20 contains 11164 members 
Mstep: Class 21 contains 6991 members 
Mstep: Class 22 contains 34164 members 
Mstep: Class 23 contains 60043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617472.000000 Penalty: 79092.414062
Iteration 74Q: 24 clusters Score -9.361747e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5768 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10278 members 
Mstep: Class 6 contains 196817 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6216 members 
Mstep: Class 9 contains 14319 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39824 members 
Mstep: Class 12 contains 437036 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 13246 members 
Mstep: Class 15 contains 27160 members 
Mstep: Class 16 contains 3461 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8171 members 
Mstep: Class 19 contains 162121 members 
Mstep: Class 20 contains 11176 members 
Mstep: Class 21 contains 7001 members 
Mstep: Class 22 contains 34549 members 
Mstep: Class 23 contains 59934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617488.000000 Penalty: 79092.414062
Iteration 75Q: 24 clusters Score -9.361749e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5758 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 10279 members 
Mstep: Class 6 contains 196416 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 14314 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39828 members 
Mstep: Class 12 contains 437044 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 13242 members 
Mstep: Class 15 contains 27178 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 162182 members 
Mstep: Class 20 contains 11186 members 
Mstep: Class 21 contains 7009 members 
Mstep: Class 22 contains 34936 members 
Mstep: Class 23 contains 59830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617832.000000 Penalty: 79092.414062
Iteration 76Q: 24 clusters Score -9.361783e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 10281 members 
Mstep: Class 6 contains 196048 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39828 members 
Mstep: Class 12 contains 437066 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 13239 members 
Mstep: Class 15 contains 27203 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8155 members 
Mstep: Class 19 contains 162244 members 
Mstep: Class 20 contains 11201 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 35274 members 
Mstep: Class 23 contains 59731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617808.000000 Penalty: 79092.414062
Iteration 77Q: 24 clusters Score -9.361781e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5749 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 10285 members 
Mstep: Class 6 contains 195688 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6357 members 
Mstep: Class 9 contains 14303 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39832 members 
Mstep: Class 12 contains 437075 members 
Mstep: Class 13 contains 6395 members 
Mstep: Class 14 contains 13232 members 
Mstep: Class 15 contains 27225 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8149 members 
Mstep: Class 19 contains 162365 members 
Mstep: Class 20 contains 11208 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 35576 members 
Mstep: Class 23 contains 59638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617888.000000 Penalty: 79092.414062
Iteration 78Q: 24 clusters Score -9.361789e+07 nChanged 1064
Entering ConstructFrom: 
Score: -93617888.000000 Penalty: 79092.414062
Entering ConstructFrom: 
Trying to split cluster 1 (2942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Entering Unmasked Estep 
Score: -236424.875000 Penalty: 1980.737549
	Iteration 0F: 2 clusters Score -236424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -233291.203125 Penalty: 3961.475098
	Iteration 0F: 3 clusters Score -233291.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -234335.078125 Penalty: 3961.475098
	Iteration 1F: 3 clusters Score -234335.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -235192.906250 Penalty: 3961.475098
	Iteration 2F: 3 clusters Score -235192.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -236155.500000 Penalty: 3961.475098
	Iteration 3F: 3 clusters Score -236155.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -236740.562500 Penalty: 3961.475098
	Iteration 4F: 3 clusters Score -236740.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -236997.265625 Penalty: 3961.475098
	Iteration 5F: 3 clusters Score -236997.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -237216.484375 Penalty: 3961.475098
	Iteration 6Q: 3 clusters Score -237216.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -237539.640625 Penalty: 3961.475098
	Iteration 7Q: 3 clusters Score -237539.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -237840.593750 Penalty: 3961.475098
	Iteration 8Q: 3 clusters Score -237840.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -237984.359375 Penalty: 3961.475098
	Iteration 9Q: 3 clusters Score -237984.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -238028.609375 Penalty: 3961.475098
	Iteration 10Q: 3 clusters Score -238028.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -238061.781250 Penalty: 3961.475098
	Iteration 11Q: 3 clusters Score -238061.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -238093.484375 Penalty: 3961.475098
	Iteration 12Q: 3 clusters Score -238093.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -238131.859375 Penalty: 3961.475098
	Iteration 13Q: 3 clusters Score -238131.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -238194.031250 Penalty: 3961.475098
	Iteration 14Q: 3 clusters Score -238194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -238249.093750 Penalty: 3961.475098
	Iteration 15Q: 3 clusters Score -238249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -238297.406250 Penalty: 3961.475098
	Iteration 16Q: 3 clusters Score -238297.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -238316.953125 Penalty: 3961.475098
	Iteration 17Q: 3 clusters Score -238317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -238327.343750 Penalty: 3961.475098
	Iteration 18Q: 3 clusters Score -238327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -238335.437500 Penalty: 3961.475098
	Iteration 19Q: 3 clusters Score -238335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -238341.453125 Penalty: 3961.475098
	Iteration 20F: 3 clusters Score -238341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -238346.890625 Penalty: 3961.475098
	Iteration 21Q: 3 clusters Score -238346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -238353.343750 Penalty: 3961.475098
	Iteration 22Q: 3 clusters Score -238353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -238359.468750 Penalty: 3961.475098
	Iteration 23Q: 3 clusters Score -238359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -238362.531250 Penalty: 3961.475098
	Iteration 24Q: 3 clusters Score -238362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -238363.812500 Penalty: 3961.475098
	Iteration 25Q: 3 clusters Score -238363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238364.562500 Penalty: 3961.475098
	Iteration 26Q: 3 clusters Score -238364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238365.953125 Penalty: 3961.475098
	Iteration 27Q: 3 clusters Score -238366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -238366.531250 Penalty: 3961.475098
	Iteration 28Q: 3 clusters Score -238366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -238366.750000 Penalty: 3961.475098
	Iteration 29Q: 3 clusters Score -238366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -238366.750000 Penalty: 3961.475098
	Iteration 30F: 3 clusters Score -238366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10292 members 
Mstep: Class 6 contains 195303 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6402 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39838 members 
Mstep: Class 12 contains 437079 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 13224 members 
Mstep: Class 15 contains 27245 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 162468 members 
Mstep: Class 20 contains 11211 members 
Mstep: Class 21 contains 7025 members 
Mstep: Class 22 contains 35908 members 
Mstep: Class 23 contains 59538 members 
Mstep: Class 24 contains 1026 members 
Entering Unmasked Estep 
Score: -93618112.000000 Penalty: 82531.210938
Splitting cluster 1 changes total score from -93617888.000000 to -93618112.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 2 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -50418.335938 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -50418.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -48784.179688 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -48784.18 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49184.640625 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -49184.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49311.093750 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -49311.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49439.785156 Penalty: 3252.162109
	Iteration 3F: 3 clusters Score -49439.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49639.445312 Penalty: 3252.162109
	Iteration 4F: 3 clusters Score -49639.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49792.222656 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -49792.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49912.859375 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -49912.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50053.773438 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -50053.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50093.972656 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -50093.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50099.718750 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -50099.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50101.714844 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -50101.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50104.042969 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -50104.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50104.042969 Penalty: 3252.162109
	Iteration 12F: 3 clusters Score -50104.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Entering Unmasked Estep 
Score: -531964.062500 Penalty: 2146.406738
	Iteration 0F: 2 clusters Score -531964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -526935.812500 Penalty: 4292.813477
	Iteration 0F: 3 clusters Score -526935.8 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -528164.875000 Penalty: 4292.813477
	Iteration 1F: 3 clusters Score -528164.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -528408.062500 Penalty: 4292.813477
	Iteration 2F: 3 clusters Score -528408.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -528533.687500 Penalty: 4292.813477
	Iteration 3Q: 3 clusters Score -528533.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -528606.875000 Penalty: 4292.813477
	Iteration 4Q: 3 clusters Score -528606.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -528662.875000 Penalty: 4292.813477
	Iteration 5Q: 3 clusters Score -528662.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -528708.562500 Penalty: 4292.813477
	Iteration 6Q: 3 clusters Score -528708.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -528743.062500 Penalty: 4292.813477
	Iteration 7Q: 3 clusters Score -528743.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -528778.187500 Penalty: 4292.813477
	Iteration 8Q: 3 clusters Score -528778.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -528795.937500 Penalty: 4292.813477
	Iteration 9Q: 3 clusters Score -528795.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -528811.312500 Penalty: 4292.813477
	Iteration 10Q: 3 clusters Score -528811.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -528829.187500 Penalty: 4292.813477
	Iteration 11Q: 3 clusters Score -528829.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -528848.125000 Penalty: 4292.813477
	Iteration 12Q: 3 clusters Score -528848.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -528863.312500 Penalty: 4292.813477
	Iteration 13Q: 3 clusters Score -528863.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -528876.937500 Penalty: 4292.813477
	Iteration 14Q: 3 clusters Score -528876.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -528888.750000 Penalty: 4292.813477
	Iteration 15Q: 3 clusters Score -528888.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -528899.812500 Penalty: 4292.813477
	Iteration 16Q: 3 clusters Score -528899.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -528910.375000 Penalty: 4292.813477
	Iteration 17Q: 3 clusters Score -528910.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -528920.875000 Penalty: 4292.813477
	Iteration 18Q: 3 clusters Score -528920.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -528927.812500 Penalty: 4292.813477
	Iteration 19Q: 3 clusters Score -528927.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -528937.562500 Penalty: 4292.813477
	Iteration 20F: 3 clusters Score -528937.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -528943.187500 Penalty: 4292.813477
	Iteration 21Q: 3 clusters Score -528943.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -528946.562500 Penalty: 4292.813477
	Iteration 22Q: 3 clusters Score -528946.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -528951.937500 Penalty: 4292.813477
	Iteration 23Q: 3 clusters Score -528951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -528955.625000 Penalty: 4292.813477
	Iteration 24Q: 3 clusters Score -528955.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -528959.312500 Penalty: 4292.813477
	Iteration 25Q: 3 clusters Score -528959.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -528962.875000 Penalty: 4292.813477
	Iteration 26Q: 3 clusters Score -528962.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -528966.875000 Penalty: 4292.813477
	Iteration 27Q: 3 clusters Score -528966.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -528971.125000 Penalty: 4292.813477
	Iteration 28Q: 3 clusters Score -528971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -528973.125000 Penalty: 4292.813477
	Iteration 29Q: 3 clusters Score -528973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -528975.312500 Penalty: 4292.813477
	Iteration 30Q: 3 clusters Score -528975.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -528976.937500 Penalty: 4292.813477
	Iteration 31Q: 3 clusters Score -528976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -528979.312500 Penalty: 4292.813477
	Iteration 32Q: 3 clusters Score -528979.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -528981.000000 Penalty: 4292.813477
	Iteration 33Q: 3 clusters Score -528981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -528981.562500 Penalty: 4292.813477
	Iteration 34Q: 3 clusters Score -528981.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -528985.562500 Penalty: 4292.813477
	Iteration 35Q: 3 clusters Score -528985.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -528989.000000 Penalty: 4292.813477
	Iteration 36Q: 3 clusters Score -528989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -528992.562500 Penalty: 4292.813477
	Iteration 37Q: 3 clusters Score -528992.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -528994.812500 Penalty: 4292.813477
	Iteration 38Q: 3 clusters Score -528994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -528996.875000 Penalty: 4292.813477
	Iteration 39Q: 3 clusters Score -528996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -528998.437500 Penalty: 4292.813477
	Iteration 40F: 3 clusters Score -528998.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -529001.500000 Penalty: 4292.813477
	Iteration 41Q: 3 clusters Score -529001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -529000.625000 Penalty: 4292.813477
	Iteration 42Q: 3 clusters Score -529000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -529001.312500 Penalty: 4292.813477
	Iteration 43Q: 3 clusters Score -529001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -529003.312500 Penalty: 4292.813477
	Iteration 44Q: 3 clusters Score -529003.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -529005.875000 Penalty: 4292.813477
	Iteration 45Q: 3 clusters Score -529005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -529006.875000 Penalty: 4292.813477
	Iteration 46Q: 3 clusters Score -529006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -529008.625000 Penalty: 4292.813477
	Iteration 47Q: 3 clusters Score -529008.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -529010.812500 Penalty: 4292.813477
	Iteration 48Q: 3 clusters Score -529010.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -529015.250000 Penalty: 4292.813477
	Iteration 49Q: 3 clusters Score -529015.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -529016.375000 Penalty: 4292.813477
	Iteration 50Q: 3 clusters Score -529016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -529020.000000 Penalty: 4292.813477
	Iteration 51Q: 3 clusters Score -529020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -529023.687500 Penalty: 4292.813477
	Iteration 52Q: 3 clusters Score -529023.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -529026.625000 Penalty: 4292.813477
	Iteration 53Q: 3 clusters Score -529026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -529028.000000 Penalty: 4292.813477
	Iteration 54Q: 3 clusters Score -529028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -529030.625000 Penalty: 4292.813477
	Iteration 55Q: 3 clusters Score -529030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -529034.250000 Penalty: 4292.813477
	Iteration 56Q: 3 clusters Score -529034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -529038.500000 Penalty: 4292.813477
	Iteration 57Q: 3 clusters Score -529038.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -529044.687500 Penalty: 4292.813477
	Iteration 58Q: 3 clusters Score -529044.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -529051.187500 Penalty: 4292.813477
	Iteration 59Q: 3 clusters Score -529051.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -529055.812500 Penalty: 4292.813477
	Iteration 60F: 3 clusters Score -529055.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -529057.937500 Penalty: 4292.813477
	Iteration 61Q: 3 clusters Score -529057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -529062.437500 Penalty: 4292.813477
	Iteration 62Q: 3 clusters Score -529062.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -529068.875000 Penalty: 4292.813477
	Iteration 63Q: 3 clusters Score -529068.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -529074.375000 Penalty: 4292.813477
	Iteration 64Q: 3 clusters Score -529074.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -529084.812500 Penalty: 4292.813477
	Iteration 65Q: 3 clusters Score -529084.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -529095.000000 Penalty: 4292.813477
	Iteration 66Q: 3 clusters Score -529095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -529107.937500 Penalty: 4292.813477
	Iteration 67Q: 3 clusters Score -529107.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -529124.000000 Penalty: 4292.813477
	Iteration 68Q: 3 clusters Score -529124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -529147.562500 Penalty: 4292.813477
	Iteration 69Q: 3 clusters Score -529147.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -529170.000000 Penalty: 4292.813477
	Iteration 70Q: 3 clusters Score -529170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -529196.000000 Penalty: 4292.813477
	Iteration 71Q: 3 clusters Score -529196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -529220.562500 Penalty: 4292.813477
	Iteration 72Q: 3 clusters Score -529220.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -529256.562500 Penalty: 4292.813477
	Iteration 73Q: 3 clusters Score -529256.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -529299.062500 Penalty: 4292.813477
	Iteration 74Q: 3 clusters Score -529299.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -529353.312500 Penalty: 4292.813477
	Iteration 75Q: 3 clusters Score -529353.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -529418.687500 Penalty: 4292.813477
	Iteration 76Q: 3 clusters Score -529418.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -529490.000000 Penalty: 4292.813477
	Iteration 77Q: 3 clusters Score -529490 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -529567.312500 Penalty: 4292.813477
	Iteration 78Q: 3 clusters Score -529567.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -529651.125000 Penalty: 4292.813477
	Iteration 79Q: 3 clusters Score -529651.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -529726.625000 Penalty: 4292.813477
	Iteration 80F: 3 clusters Score -529726.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -529806.250000 Penalty: 4292.813477
	Iteration 81Q: 3 clusters Score -529806.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -529877.937500 Penalty: 4292.813477
	Iteration 82Q: 3 clusters Score -529877.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -529934.687500 Penalty: 4292.813477
	Iteration 83Q: 3 clusters Score -529934.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -529970.875000 Penalty: 4292.813477
	Iteration 84Q: 3 clusters Score -529970.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -530004.812500 Penalty: 4292.813477
	Iteration 85Q: 3 clusters Score -530004.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -530039.812500 Penalty: 4292.813477
	Iteration 86Q: 3 clusters Score -530039.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -530064.625000 Penalty: 4292.813477
	Iteration 87Q: 3 clusters Score -530064.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -530089.625000 Penalty: 4292.813477
	Iteration 88Q: 3 clusters Score -530089.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -530108.875000 Penalty: 4292.813477
	Iteration 89Q: 3 clusters Score -530108.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -530124.375000 Penalty: 4292.813477
	Iteration 90Q: 3 clusters Score -530124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -530134.500000 Penalty: 4292.813477
	Iteration 91Q: 3 clusters Score -530134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -530143.125000 Penalty: 4292.813477
	Iteration 92Q: 3 clusters Score -530143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -530146.562500 Penalty: 4292.813477
	Iteration 93Q: 3 clusters Score -530146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -530150.250000 Penalty: 4292.813477
	Iteration 94Q: 3 clusters Score -530150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -530156.875000 Penalty: 4292.813477
	Iteration 95Q: 3 clusters Score -530156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -530165.750000 Penalty: 4292.813477
	Iteration 96Q: 3 clusters Score -530165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -530171.312500 Penalty: 4292.813477
	Iteration 97Q: 3 clusters Score -530171.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -530177.875000 Penalty: 4292.813477
	Iteration 98Q: 3 clusters Score -530177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -530180.937500 Penalty: 4292.813477
	Iteration 99Q: 3 clusters Score -530180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -530188.937500 Penalty: 4292.813477
	Iteration 100F: 3 clusters Score -530188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -530190.562500 Penalty: 4292.813477
	Iteration 101Q: 3 clusters Score -530190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -530192.187500 Penalty: 4292.813477
	Iteration 102Q: 3 clusters Score -530192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -530195.125000 Penalty: 4292.813477
	Iteration 103Q: 3 clusters Score -530195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -530195.125000 Penalty: 4292.813477
	Iteration 104F: 3 clusters Score -530195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -28190.003906 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -28190 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 199 members 
Entering Unmasked Estep 
Score: -26924.826172 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -26924.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27203.035156 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -27203.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27328.244141 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -27328.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27406.937500 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -27406.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27504.179688 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -27504.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27544.406250 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -27544.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27562.064453 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -27562.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27572.173828 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -27572.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27584.103516 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -27584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27600.900391 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -27600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27618.839844 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -27618.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27621.158203 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -27621.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27632.324219 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -27632.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27639.035156 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -27639.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27639.035156 Penalty: 2974.240234
	Iteration 14F: 3 clusters Score -27639.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -872191.437500 Penalty: 2291.302246
	Iteration 0F: 2 clusters Score -872191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -864251.312500 Penalty: 4582.604492
	Iteration 0F: 3 clusters Score -864251.3 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -866613.250000 Penalty: 4582.604492
	Iteration 1F: 3 clusters Score -866613.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -866975.187500 Penalty: 4582.604492
	Iteration 2F: 3 clusters Score -866975.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -867217.375000 Penalty: 4582.604492
	Iteration 3F: 3 clusters Score -867217.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -867395.500000 Penalty: 4582.604492
	Iteration 4Q: 3 clusters Score -867395.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -867519.625000 Penalty: 4582.604492
	Iteration 5Q: 3 clusters Score -867519.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -867641.250000 Penalty: 4582.604492
	Iteration 6Q: 3 clusters Score -867641.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -867741.750000 Penalty: 4582.604492
	Iteration 7Q: 3 clusters Score -867741.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -867841.000000 Penalty: 4582.604492
	Iteration 8Q: 3 clusters Score -867841 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -867930.562500 Penalty: 4582.604492
	Iteration 9Q: 3 clusters Score -867930.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -868024.500000 Penalty: 4582.604492
	Iteration 10Q: 3 clusters Score -868024.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -868135.562500 Penalty: 4582.604492
	Iteration 11Q: 3 clusters Score -868135.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -868258.625000 Penalty: 4582.604492
	Iteration 12Q: 3 clusters Score -868258.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -868391.312500 Penalty: 4582.604492
	Iteration 13Q: 3 clusters Score -868391.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -868543.312500 Penalty: 4582.604492
	Iteration 14Q: 3 clusters Score -868543.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -868701.312500 Penalty: 4582.604492
	Iteration 15Q: 3 clusters Score -868701.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -868870.750000 Penalty: 4582.604492
	Iteration 16Q: 3 clusters Score -868870.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -869030.750000 Penalty: 4582.604492
	Iteration 17Q: 3 clusters Score -869030.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -869179.937500 Penalty: 4582.604492
	Iteration 18Q: 3 clusters Score -869179.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -869321.875000 Penalty: 4582.604492
	Iteration 19Q: 3 clusters Score -869321.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -869434.937500 Penalty: 4582.604492
	Iteration 20F: 3 clusters Score -869434.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -869548.312500 Penalty: 4582.604492
	Iteration 21Q: 3 clusters Score -869548.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -869660.687500 Penalty: 4582.604492
	Iteration 22Q: 3 clusters Score -869660.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -869767.187500 Penalty: 4582.604492
	Iteration 23Q: 3 clusters Score -869767.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -869850.312500 Penalty: 4582.604492
	Iteration 24Q: 3 clusters Score -869850.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -869920.062500 Penalty: 4582.604492
	Iteration 25Q: 3 clusters Score -869920.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -869973.562500 Penalty: 4582.604492
	Iteration 26Q: 3 clusters Score -869973.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -870023.625000 Penalty: 4582.604492
	Iteration 27Q: 3 clusters Score -870023.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -870077.312500 Penalty: 4582.604492
	Iteration 28Q: 3 clusters Score -870077.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -870131.500000 Penalty: 4582.604492
	Iteration 29Q: 3 clusters Score -870131.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -870173.312500 Penalty: 4582.604492
	Iteration 30Q: 3 clusters Score -870173.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -870207.625000 Penalty: 4582.604492
	Iteration 31Q: 3 clusters Score -870207.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -870235.875000 Penalty: 4582.604492
	Iteration 32Q: 3 clusters Score -870235.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -870257.812500 Penalty: 4582.604492
	Iteration 33Q: 3 clusters Score -870257.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -870278.437500 Penalty: 4582.604492
	Iteration 34Q: 3 clusters Score -870278.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -870298.125000 Penalty: 4582.604492
	Iteration 35Q: 3 clusters Score -870298.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -870315.375000 Penalty: 4582.604492
	Iteration 36Q: 3 clusters Score -870315.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -870324.125000 Penalty: 4582.604492
	Iteration 37Q: 3 clusters Score -870324.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -870336.437500 Penalty: 4582.604492
	Iteration 38Q: 3 clusters Score -870336.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -870342.875000 Penalty: 4582.604492
	Iteration 39Q: 3 clusters Score -870342.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -870348.375000 Penalty: 4582.604492
	Iteration 40F: 3 clusters Score -870348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -870350.500000 Penalty: 4582.604492
	Iteration 41Q: 3 clusters Score -870350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -870353.062500 Penalty: 4582.604492
	Iteration 42Q: 3 clusters Score -870353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -870356.125000 Penalty: 4582.604492
	Iteration 43Q: 3 clusters Score -870356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -870359.000000 Penalty: 4582.604492
	Iteration 44Q: 3 clusters Score -870359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -870359.500000 Penalty: 4582.604492
	Iteration 45Q: 3 clusters Score -870359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -870359.312500 Penalty: 4582.604492
	Iteration 46Q: 3 clusters Score -870359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -870359.312500 Penalty: 4582.604492
	Iteration 47F: 3 clusters Score -870359.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195303 members 
Entering Unmasked Estep 
Score: -17805742.000000 Penalty: 3021.212158
	Iteration 0F: 2 clusters Score -1.780574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -17674968.000000 Penalty: 6042.424316
	Iteration 0F: 3 clusters Score -1.767497e+07 nChanged 93900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -17730192.000000 Penalty: 6042.424316
	Iteration 1F: 3 clusters Score -1.773019e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -17731186.000000 Penalty: 6042.424316
	Iteration 2Q: 3 clusters Score -1.773119e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -17732482.000000 Penalty: 6042.424316
	Iteration 3Q: 3 clusters Score -1.773248e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -17733998.000000 Penalty: 6042.424316
	Iteration 4Q: 3 clusters Score -1.7734e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -17736080.000000 Penalty: 6042.424316
	Iteration 5Q: 3 clusters Score -1.773608e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85099 members 
Mstep: Class 2 contains 110204 members 
Entering Unmasked Estep 
Score: -17739534.000000 Penalty: 6042.424316
	Iteration 6Q: 3 clusters Score -1.773953e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -17744250.000000 Penalty: 6042.424316
	Iteration 7Q: 3 clusters Score -1.774425e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 125430 members 
Entering Unmasked Estep 
Score: -17751086.000000 Penalty: 6042.424316
	Iteration 8F: 3 clusters Score -1.775109e+07 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -17760586.000000 Penalty: 6042.424316
	Iteration 9F: 3 clusters Score -1.776059e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -17771414.000000 Penalty: 6042.424316
	Iteration 10F: 3 clusters Score -1.777141e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -17781014.000000 Penalty: 6042.424316
	Iteration 11F: 3 clusters Score -1.778101e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 165777 members 
Entering Unmasked Estep 
Score: -17787622.000000 Penalty: 6042.424316
	Iteration 12Q: 3 clusters Score -1.778762e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 171267 members 
Entering Unmasked Estep 
Score: -17791830.000000 Penalty: 6042.424316
	Iteration 13Q: 3 clusters Score -1.779183e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -17795148.000000 Penalty: 6042.424316
	Iteration 14Q: 3 clusters Score -1.779515e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -17797758.000000 Penalty: 6042.424316
	Iteration 15Q: 3 clusters Score -1.779776e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 181271 members 
Entering Unmasked Estep 
Score: -17799898.000000 Penalty: 6042.424316
	Iteration 16Q: 3 clusters Score -1.77999e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 183133 members 
Entering Unmasked Estep 
Score: -17801542.000000 Penalty: 6042.424316
	Iteration 17Q: 3 clusters Score -1.780154e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 184461 members 
Entering Unmasked Estep 
Score: -17802624.000000 Penalty: 6042.424316
	Iteration 18Q: 3 clusters Score -1.780262e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 185482 members 
Entering Unmasked Estep 
Score: -17803384.000000 Penalty: 6042.424316
	Iteration 19Q: 3 clusters Score -1.780338e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 186251 members 
Entering Unmasked Estep 
Score: -17803830.000000 Penalty: 6042.424316
	Iteration 20F: 3 clusters Score -1.780383e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 186840 members 
Entering Unmasked Estep 
Score: -17804116.000000 Penalty: 6042.424316
	Iteration 21Q: 3 clusters Score -1.780412e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 187301 members 
Entering Unmasked Estep 
Score: -17804260.000000 Penalty: 6042.424316
	Iteration 22Q: 3 clusters Score -1.780426e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 187669 members 
Entering Unmasked Estep 
Score: -17804366.000000 Penalty: 6042.424316
	Iteration 23Q: 3 clusters Score -1.780437e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 187964 members 
Entering Unmasked Estep 
Score: -17804430.000000 Penalty: 6042.424316
	Iteration 24Q: 3 clusters Score -1.780443e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 188248 members 
Entering Unmasked Estep 
Score: -17804514.000000 Penalty: 6042.424316
	Iteration 25Q: 3 clusters Score -1.780451e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 188489 members 
Entering Unmasked Estep 
Score: -17804548.000000 Penalty: 6042.424316
	Iteration 26Q: 3 clusters Score -1.780455e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 188677 members 
Entering Unmasked Estep 
Score: -17804594.000000 Penalty: 6042.424316
	Iteration 27Q: 3 clusters Score -1.780459e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 188830 members 
Entering Unmasked Estep 
Score: -17804634.000000 Penalty: 6042.424316
	Iteration 28Q: 3 clusters Score -1.780463e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 188968 members 
Entering Unmasked Estep 
Score: -17804686.000000 Penalty: 6042.424316
	Iteration 29Q: 3 clusters Score -1.780469e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 189102 members 
Entering Unmasked Estep 
Score: -17804704.000000 Penalty: 6042.424316
	Iteration 30Q: 3 clusters Score -1.78047e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 189214 members 
Entering Unmasked Estep 
Score: -17804718.000000 Penalty: 6042.424316
	Iteration 31Q: 3 clusters Score -1.780472e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 189303 members 
Entering Unmasked Estep 
Score: -17804674.000000 Penalty: 6042.424316
	Iteration 32Q: 3 clusters Score -1.780467e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 189374 members 
Entering Unmasked Estep 
Score: -17804682.000000 Penalty: 6042.424316
	Iteration 33Q: 3 clusters Score -1.780468e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 189438 members 
Entering Unmasked Estep 
Score: -17804676.000000 Penalty: 6042.424316
	Iteration 34Q: 3 clusters Score -1.780468e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 189495 members 
Entering Unmasked Estep 
Score: -17804694.000000 Penalty: 6042.424316
	Iteration 35Q: 3 clusters Score -1.780469e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 189536 members 
Entering Unmasked Estep 
Score: -17804676.000000 Penalty: 6042.424316
	Iteration 36Q: 3 clusters Score -1.780468e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 189574 members 
Entering Unmasked Estep 
Score: -17804684.000000 Penalty: 6042.424316
	Iteration 37Q: 3 clusters Score -1.780468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 189603 members 
Entering Unmasked Estep 
Score: -17804688.000000 Penalty: 6042.424316
	Iteration 38Q: 3 clusters Score -1.780469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 189634 members 
Entering Unmasked Estep 
Score: -17804684.000000 Penalty: 6042.424316
	Iteration 39Q: 3 clusters Score -1.780468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 189666 members 
Entering Unmasked Estep 
Score: -17804712.000000 Penalty: 6042.424316
	Iteration 40F: 3 clusters Score -1.780471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 189687 members 
Entering Unmasked Estep 
Score: -17804728.000000 Penalty: 6042.424316
	Iteration 41Q: 3 clusters Score -1.780473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 189710 members 
Entering Unmasked Estep 
Score: -17804722.000000 Penalty: 6042.424316
	Iteration 42Q: 3 clusters Score -1.780472e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 189730 members 
Entering Unmasked Estep 
Score: -17804710.000000 Penalty: 6042.424316
	Iteration 43Q: 3 clusters Score -1.780471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 189752 members 
Entering Unmasked Estep 
Score: -17804692.000000 Penalty: 6042.424316
	Iteration 44Q: 3 clusters Score -1.780469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 189765 members 
Entering Unmasked Estep 
Score: -17804696.000000 Penalty: 6042.424316
	Iteration 45Q: 3 clusters Score -1.78047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -17804708.000000 Penalty: 6042.424316
	Iteration 46Q: 3 clusters Score -1.780471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 189790 members 
Entering Unmasked Estep 
Score: -17804698.000000 Penalty: 6042.424316
	Iteration 47Q: 3 clusters Score -1.78047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 189797 members 
Entering Unmasked Estep 
Score: -17804704.000000 Penalty: 6042.424316
	Iteration 48Q: 3 clusters Score -1.78047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 189806 members 
Entering Unmasked Estep 
Score: -17804714.000000 Penalty: 6042.424316
	Iteration 49Q: 3 clusters Score -1.780471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 189817 members 
Entering Unmasked Estep 
Score: -17804724.000000 Penalty: 6042.424316
	Iteration 50Q: 3 clusters Score -1.780472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 189826 members 
Entering Unmasked Estep 
Score: -17804742.000000 Penalty: 6042.424316
	Iteration 51Q: 3 clusters Score -1.780474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 189837 members 
Entering Unmasked Estep 
Score: -17804736.000000 Penalty: 6042.424316
	Iteration 52Q: 3 clusters Score -1.780474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 189841 members 
Entering Unmasked Estep 
Score: -17804724.000000 Penalty: 6042.424316
	Iteration 53Q: 3 clusters Score -1.780472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 189845 members 
Entering Unmasked Estep 
Score: -17804732.000000 Penalty: 6042.424316
	Iteration 54Q: 3 clusters Score -1.780473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 189859 members 
Entering Unmasked Estep 
Score: -17804728.000000 Penalty: 6042.424316
	Iteration 55Q: 3 clusters Score -1.780473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 189868 members 
Entering Unmasked Estep 
Score: -17804718.000000 Penalty: 6042.424316
	Iteration 56Q: 3 clusters Score -1.780472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 189878 members 
Entering Unmasked Estep 
Score: -17804724.000000 Penalty: 6042.424316
	Iteration 57Q: 3 clusters Score -1.780472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 189894 members 
Entering Unmasked Estep 
Score: -17804716.000000 Penalty: 6042.424316
	Iteration 58Q: 3 clusters Score -1.780472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -17804738.000000 Penalty: 6042.424316
	Iteration 59Q: 3 clusters Score -1.780474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 189931 members 
Entering Unmasked Estep 
Score: -17804716.000000 Penalty: 6042.424316
	Iteration 60F: 3 clusters Score -1.780472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 189945 members 
Entering Unmasked Estep 
Score: -17804730.000000 Penalty: 6042.424316
	Iteration 61Q: 3 clusters Score -1.780473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 189959 members 
Entering Unmasked Estep 
Score: -17804716.000000 Penalty: 6042.424316
	Iteration 62Q: 3 clusters Score -1.780472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -17804710.000000 Penalty: 6042.424316
	Iteration 63Q: 3 clusters Score -1.780471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 189982 members 
Entering Unmasked Estep 
Score: -17804710.000000 Penalty: 6042.424316
	Iteration 64Q: 3 clusters Score -1.780471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 189992 members 
Entering Unmasked Estep 
Score: -17804718.000000 Penalty: 6042.424316
	Iteration 65Q: 3 clusters Score -1.780472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 190000 members 
Entering Unmasked Estep 
Score: -17804716.000000 Penalty: 6042.424316
	Iteration 66Q: 3 clusters Score -1.780472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 190007 members 
Entering Unmasked Estep 
Score: -17804718.000000 Penalty: 6042.424316
	Iteration 67Q: 3 clusters Score -1.780472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 190018 members 
Entering Unmasked Estep 
Score: -17804718.000000 Penalty: 6042.424316
	Iteration 68Q: 3 clusters Score -1.780472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 190025 members 
Entering Unmasked Estep 
Score: -17804716.000000 Penalty: 6042.424316
	Iteration 69Q: 3 clusters Score -1.780472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -17804716.000000 Penalty: 6042.424316
	Iteration 70Q: 3 clusters Score -1.780472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 190032 members 
Entering Unmasked Estep 
Score: -17804714.000000 Penalty: 6042.424316
	Iteration 71Q: 3 clusters Score -1.780471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 190035 members 
Entering Unmasked Estep 
Score: -17804722.000000 Penalty: 6042.424316
	Iteration 72Q: 3 clusters Score -1.780472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 190037 members 
Entering Unmasked Estep 
Score: -17804720.000000 Penalty: 6042.424316
	Iteration 73Q: 3 clusters Score -1.780472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 190039 members 
Entering Unmasked Estep 
Score: -17804716.000000 Penalty: 6042.424316
	Iteration 74Q: 3 clusters Score -1.780472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 190040 members 
Entering Unmasked Estep 
Score: -17804722.000000 Penalty: 6042.424316
	Iteration 75Q: 3 clusters Score -1.780472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 190040 members 
Entering Unmasked Estep 
Score: -17804722.000000 Penalty: 6042.424316
	Iteration 76F: 3 clusters Score -1.780472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -134431.890625 Penalty: 1833.681885
	Iteration 0F: 2 clusters Score -134431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132088.390625 Penalty: 3667.363770
	Iteration 0F: 3 clusters Score -132088.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -132543.671875 Penalty: 3667.363770
	Iteration 1F: 3 clusters Score -132543.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -132709.843750 Penalty: 3667.363770
	Iteration 2F: 3 clusters Score -132709.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132839.171875 Penalty: 3667.363770
	Iteration 3Q: 3 clusters Score -132839.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133043.828125 Penalty: 3667.363770
	Iteration 4F: 3 clusters Score -133043.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133332.890625 Penalty: 3667.363770
	Iteration 5F: 3 clusters Score -133332.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133595.515625 Penalty: 3667.363770
	Iteration 6F: 3 clusters Score -133595.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133874.093750 Penalty: 3667.363770
	Iteration 7F: 3 clusters Score -133874.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134104.781250 Penalty: 3667.363770
	Iteration 8Q: 3 clusters Score -134104.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134191.015625 Penalty: 3667.363770
	Iteration 9Q: 3 clusters Score -134191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134228.765625 Penalty: 3667.363770
	Iteration 10Q: 3 clusters Score -134228.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -134250.781250 Penalty: 3667.363770
	Iteration 11Q: 3 clusters Score -134250.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134260.359375 Penalty: 3667.363770
	Iteration 12Q: 3 clusters Score -134260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134265.796875 Penalty: 3667.363770
	Iteration 13Q: 3 clusters Score -134265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134268.953125 Penalty: 3667.363770
	Iteration 14Q: 3 clusters Score -134269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134275.625000 Penalty: 3667.363770
	Iteration 15Q: 3 clusters Score -134275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134277.250000 Penalty: 3667.363770
	Iteration 16Q: 3 clusters Score -134277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134278.218750 Penalty: 3667.363770
	Iteration 17Q: 3 clusters Score -134278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134280.281250 Penalty: 3667.363770
	Iteration 18Q: 3 clusters Score -134280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134285.906250 Penalty: 3667.363770
	Iteration 19Q: 3 clusters Score -134285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134294.390625 Penalty: 3667.363770
	Iteration 20F: 3 clusters Score -134294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134309.640625 Penalty: 3667.363770
	Iteration 21Q: 3 clusters Score -134309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134331.625000 Penalty: 3667.363770
	Iteration 22Q: 3 clusters Score -134331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134368.906250 Penalty: 3667.363770
	Iteration 23Q: 3 clusters Score -134368.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134509.750000 Penalty: 3667.363770
	Iteration 24Q: 3 clusters Score -134509.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134626.968750 Penalty: 3667.363770
	Iteration 25Q: 3 clusters Score -134627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134631.375000 Penalty: 3667.363770
	Iteration 26Q: 3 clusters Score -134631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134632.343750 Penalty: 3667.363770
	Iteration 27Q: 3 clusters Score -134632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134632.343750 Penalty: 3667.363770
	Iteration 28F: 3 clusters Score -134632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10292 members 
Mstep: Class 6 contains 195303 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 6402 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 39838 members 
Mstep: Class 12 contains 437079 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 13224 members 
Mstep: Class 15 contains 27245 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 162468 members 
Mstep: Class 20 contains 11211 members 
Mstep: Class 21 contains 7025 members 
Mstep: Class 22 contains 35908 members 
Mstep: Class 23 contains 59538 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 504 members 
Entering Unmasked Estep 
Score: -93616560.000000 Penalty: 85970.007812
Splitting cluster 7 changes total score from -93617888.000000 to -93616560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -545575.312500 Penalty: 2173.562744
	Iteration 0F: 2 clusters Score -545575.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -540133.937500 Penalty: 4347.125488
	Iteration 0F: 3 clusters Score -540133.9 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -541507.750000 Penalty: 4347.125488
	Iteration 1F: 3 clusters Score -541507.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -541771.437500 Penalty: 4347.125488
	Iteration 2F: 3 clusters Score -541771.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -541963.687500 Penalty: 4347.125488
	Iteration 3F: 3 clusters Score -541963.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -542114.125000 Penalty: 4347.125488
	Iteration 4Q: 3 clusters Score -542114.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -542261.312500 Penalty: 4347.125488
	Iteration 5Q: 3 clusters Score -542261.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -542468.000000 Penalty: 4347.125488
	Iteration 6Q: 3 clusters Score -542468 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -542707.437500 Penalty: 4347.125488
	Iteration 7Q: 3 clusters Score -542707.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -542947.187500 Penalty: 4347.125488
	Iteration 8Q: 3 clusters Score -542947.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -543224.187500 Penalty: 4347.125488
	Iteration 9F: 3 clusters Score -543224.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -543519.187500 Penalty: 4347.125488
	Iteration 10Q: 3 clusters Score -543519.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -543839.312500 Penalty: 4347.125488
	Iteration 11Q: 3 clusters Score -543839.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -544141.250000 Penalty: 4347.125488
	Iteration 12Q: 3 clusters Score -544141.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -544346.187500 Penalty: 4347.125488
	Iteration 13Q: 3 clusters Score -544346.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -544486.312500 Penalty: 4347.125488
	Iteration 14Q: 3 clusters Score -544486.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -544568.312500 Penalty: 4347.125488
	Iteration 15Q: 3 clusters Score -544568.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -544617.687500 Penalty: 4347.125488
	Iteration 16Q: 3 clusters Score -544617.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -544653.250000 Penalty: 4347.125488
	Iteration 17Q: 3 clusters Score -544653.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -544678.625000 Penalty: 4347.125488
	Iteration 18Q: 3 clusters Score -544678.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -544690.687500 Penalty: 4347.125488
	Iteration 19Q: 3 clusters Score -544690.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -544698.187500 Penalty: 4347.125488
	Iteration 20F: 3 clusters Score -544698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -544699.187500 Penalty: 4347.125488
	Iteration 21Q: 3 clusters Score -544699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -544699.625000 Penalty: 4347.125488
	Iteration 22Q: 3 clusters Score -544699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -544703.250000 Penalty: 4347.125488
	Iteration 23Q: 3 clusters Score -544703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -544706.000000 Penalty: 4347.125488
	Iteration 24Q: 3 clusters Score -544706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -544707.312500 Penalty: 4347.125488
	Iteration 25Q: 3 clusters Score -544707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -544709.375000 Penalty: 4347.125488
	Iteration 26Q: 3 clusters Score -544709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -544710.000000 Penalty: 4347.125488
	Iteration 27Q: 3 clusters Score -544710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -544710.250000 Penalty: 4347.125488
	Iteration 28Q: 3 clusters Score -544710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -544711.250000 Penalty: 4347.125488
	Iteration 29Q: 3 clusters Score -544711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -544711.250000 Penalty: 4347.125488
	Iteration 30F: 3 clusters Score -544711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Entering Unmasked Estep 
Score: -1220196.250000 Penalty: 2372.971924
	Iteration 0F: 2 clusters Score -1220196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1209679.875000 Penalty: 4745.943848
	Iteration 0F: 3 clusters Score -1209680 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1212938.250000 Penalty: 4745.943848
	Iteration 1F: 3 clusters Score -1212938 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1213323.875000 Penalty: 4745.943848
	Iteration 2F: 3 clusters Score -1213324 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1213637.500000 Penalty: 4745.943848
	Iteration 3Q: 3 clusters Score -1213638 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1213916.250000 Penalty: 4745.943848
	Iteration 4Q: 3 clusters Score -1213916 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1214186.000000 Penalty: 4745.943848
	Iteration 5Q: 3 clusters Score -1214186 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1214451.125000 Penalty: 4745.943848
	Iteration 6Q: 3 clusters Score -1214451 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1214706.375000 Penalty: 4745.943848
	Iteration 7Q: 3 clusters Score -1214706 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1214943.500000 Penalty: 4745.943848
	Iteration 8Q: 3 clusters Score -1214944 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1215183.250000 Penalty: 4745.943848
	Iteration 9Q: 3 clusters Score -1215183 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1215422.500000 Penalty: 4745.943848
	Iteration 10Q: 3 clusters Score -1215422 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1215694.500000 Penalty: 4745.943848
	Iteration 11Q: 3 clusters Score -1215694 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1216005.500000 Penalty: 4745.943848
	Iteration 12Q: 3 clusters Score -1216006 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1216345.125000 Penalty: 4745.943848
	Iteration 13Q: 3 clusters Score -1216345 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1216693.875000 Penalty: 4745.943848
	Iteration 14Q: 3 clusters Score -1216694 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1217017.750000 Penalty: 4745.943848
	Iteration 15Q: 3 clusters Score -1217018 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1217289.125000 Penalty: 4745.943848
	Iteration 16Q: 3 clusters Score -1217289 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1217509.125000 Penalty: 4745.943848
	Iteration 17Q: 3 clusters Score -1217509 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1217696.000000 Penalty: 4745.943848
	Iteration 18Q: 3 clusters Score -1217696 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1217832.625000 Penalty: 4745.943848
	Iteration 19Q: 3 clusters Score -1217833 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1217935.750000 Penalty: 4745.943848
	Iteration 20F: 3 clusters Score -1217936 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1218036.500000 Penalty: 4745.943848
	Iteration 21Q: 3 clusters Score -1218036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1218102.625000 Penalty: 4745.943848
	Iteration 22Q: 3 clusters Score -1218103 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1218163.875000 Penalty: 4745.943848
	Iteration 23Q: 3 clusters Score -1218164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1218203.875000 Penalty: 4745.943848
	Iteration 24Q: 3 clusters Score -1218204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1218234.625000 Penalty: 4745.943848
	Iteration 25Q: 3 clusters Score -1218235 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1218255.000000 Penalty: 4745.943848
	Iteration 26Q: 3 clusters Score -1218255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1218272.125000 Penalty: 4745.943848
	Iteration 27Q: 3 clusters Score -1218272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1218281.875000 Penalty: 4745.943848
	Iteration 28Q: 3 clusters Score -1218282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1218294.125000 Penalty: 4745.943848
	Iteration 29Q: 3 clusters Score -1218294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1218306.375000 Penalty: 4745.943848
	Iteration 30Q: 3 clusters Score -1218306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1218312.750000 Penalty: 4745.943848
	Iteration 31Q: 3 clusters Score -1218313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1218314.750000 Penalty: 4745.943848
	Iteration 32Q: 3 clusters Score -1218315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1218319.000000 Penalty: 4745.943848
	Iteration 33Q: 3 clusters Score -1218319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1218324.750000 Penalty: 4745.943848
	Iteration 34Q: 3 clusters Score -1218325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1218330.000000 Penalty: 4745.943848
	Iteration 35Q: 3 clusters Score -1218330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1218333.125000 Penalty: 4745.943848
	Iteration 36Q: 3 clusters Score -1218333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1218333.250000 Penalty: 4745.943848
	Iteration 37Q: 3 clusters Score -1218333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1218338.875000 Penalty: 4745.943848
	Iteration 38Q: 3 clusters Score -1218339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1218342.750000 Penalty: 4745.943848
	Iteration 39Q: 3 clusters Score -1218343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1218342.625000 Penalty: 4745.943848
	Iteration 40F: 3 clusters Score -1218343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1218344.375000 Penalty: 4745.943848
	Iteration 41Q: 3 clusters Score -1218344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1218344.000000 Penalty: 4745.943848
	Iteration 42Q: 3 clusters Score -1218344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1218349.500000 Penalty: 4745.943848
	Iteration 43Q: 3 clusters Score -1218350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1218353.375000 Penalty: 4745.943848
	Iteration 44Q: 3 clusters Score -1218353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1218356.125000 Penalty: 4745.943848
	Iteration 45Q: 3 clusters Score -1218356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1218356.625000 Penalty: 4745.943848
	Iteration 46Q: 3 clusters Score -1218357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1218358.875000 Penalty: 4745.943848
	Iteration 47Q: 3 clusters Score -1218359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1218360.750000 Penalty: 4745.943848
	Iteration 48Q: 3 clusters Score -1218361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1218359.875000 Penalty: 4745.943848
	Iteration 49Q: 3 clusters Score -1218360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1218361.625000 Penalty: 4745.943848
	Iteration 50Q: 3 clusters Score -1218362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1218361.125000 Penalty: 4745.943848
	Iteration 51Q: 3 clusters Score -1218361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1218364.125000 Penalty: 4745.943848
	Iteration 52Q: 3 clusters Score -1218364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1218364.625000 Penalty: 4745.943848
	Iteration 53Q: 3 clusters Score -1218365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1218364.375000 Penalty: 4745.943848
	Iteration 54Q: 3 clusters Score -1218364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1218364.250000 Penalty: 4745.943848
	Iteration 55Q: 3 clusters Score -1218364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1218367.500000 Penalty: 4745.943848
	Iteration 56Q: 3 clusters Score -1218368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1218369.500000 Penalty: 4745.943848
	Iteration 57Q: 3 clusters Score -1218370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1218372.625000 Penalty: 4745.943848
	Iteration 58Q: 3 clusters Score -1218373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1218373.000000 Penalty: 4745.943848
	Iteration 59Q: 3 clusters Score -1218373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1218375.625000 Penalty: 4745.943848
	Iteration 60F: 3 clusters Score -1218376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1218375.125000 Penalty: 4745.943848
	Iteration 61Q: 3 clusters Score -1218375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1218375.625000 Penalty: 4745.943848
	Iteration 62Q: 3 clusters Score -1218376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1218375.625000 Penalty: 4745.943848
	Iteration 63F: 3 clusters Score -1218376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -178044.218750 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -178044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -175315.531250 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -175315.5 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -176360.765625 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -176360.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -177037.156250 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -177037.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -177520.015625 Penalty: 3833.294434
	Iteration 3F: 3 clusters Score -177520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -177932.156250 Penalty: 3833.294434
	Iteration 4F: 3 clusters Score -177932.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -178196.671875 Penalty: 3833.294434
	Iteration 5F: 3 clusters Score -178196.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -178614.000000 Penalty: 3833.294434
	Iteration 6F: 3 clusters Score -178614 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -179227.468750 Penalty: 3833.294434
	Iteration 7F: 3 clusters Score -179227.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -179623.640625 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -179623.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -179731.718750 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -179731.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -179884.937500 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -179884.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -180111.218750 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -180111.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -180195.015625 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -180195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -180210.671875 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -180210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -180214.562500 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -180214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -180215.734375 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -180215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -180217.421875 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -180217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -180217.796875 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -180217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -180217.796875 Penalty: 3833.294434
	Iteration 18F: 3 clusters Score -180217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10292 members 
Mstep: Class 6 contains 195303 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6402 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 1108 members 
Mstep: Class 11 contains 39838 members 
Mstep: Class 12 contains 437079 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 13224 members 
Mstep: Class 15 contains 27245 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 162468 members 
Mstep: Class 20 contains 11211 members 
Mstep: Class 21 contains 7025 members 
Mstep: Class 22 contains 35908 members 
Mstep: Class 23 contains 59538 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 1164 members 
Entering Unmasked Estep 
Score: -93618560.000000 Penalty: 85970.007812
Splitting cluster 10 changes total score from -93617888.000000 to -93618560.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (39838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Entering Unmasked Estep 
Score: -3744938.500000 Penalty: 2626.958984
	Iteration 0F: 2 clusters Score -3744938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3718013.750000 Penalty: 5253.917969
	Iteration 0F: 3 clusters Score -3718014 nChanged 18198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3727978.250000 Penalty: 5253.917969
	Iteration 1F: 3 clusters Score -3727978 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3728661.250000 Penalty: 5253.917969
	Iteration 2Q: 3 clusters Score -3728661 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3729446.750000 Penalty: 5253.917969
	Iteration 3Q: 3 clusters Score -3729447 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3730622.000000 Penalty: 5253.917969
	Iteration 4F: 3 clusters Score -3730622 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3732608.750000 Penalty: 5253.917969
	Iteration 5F: 3 clusters Score -3732609 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3735485.250000 Penalty: 5253.917969
	Iteration 6F: 3 clusters Score -3735485 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3738584.250000 Penalty: 5253.917969
	Iteration 7F: 3 clusters Score -3738584 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3740749.750000 Penalty: 5253.917969
	Iteration 8F: 3 clusters Score -3740750 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3742006.000000 Penalty: 5253.917969
	Iteration 9Q: 3 clusters Score -3742006 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3742663.250000 Penalty: 5253.917969
	Iteration 10Q: 3 clusters Score -3742663 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3743017.500000 Penalty: 5253.917969
	Iteration 11Q: 3 clusters Score -3743018 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3743260.000000 Penalty: 5253.917969
	Iteration 12Q: 3 clusters Score -3743260 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3743421.000000 Penalty: 5253.917969
	Iteration 13Q: 3 clusters Score -3743421 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3743527.250000 Penalty: 5253.917969
	Iteration 14Q: 3 clusters Score -3743527 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3743609.000000 Penalty: 5253.917969
	Iteration 15Q: 3 clusters Score -3743609 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3743663.000000 Penalty: 5253.917969
	Iteration 16Q: 3 clusters Score -3743663 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3743679.750000 Penalty: 5253.917969
	Iteration 17Q: 3 clusters Score -3743680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3743701.250000 Penalty: 5253.917969
	Iteration 18Q: 3 clusters Score -3743701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3743700.750000 Penalty: 5253.917969
	Iteration 19Q: 3 clusters Score -3743701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3743721.750000 Penalty: 5253.917969
	Iteration 20F: 3 clusters Score -3743722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3743728.500000 Penalty: 5253.917969
	Iteration 21Q: 3 clusters Score -3743728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3743738.000000 Penalty: 5253.917969
	Iteration 22Q: 3 clusters Score -3743738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3743742.500000 Penalty: 5253.917969
	Iteration 23Q: 3 clusters Score -3743742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3743747.250000 Penalty: 5253.917969
	Iteration 24Q: 3 clusters Score -3743747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3743750.750000 Penalty: 5253.917969
	Iteration 25Q: 3 clusters Score -3743751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3743747.250000 Penalty: 5253.917969
	Iteration 26Q: 3 clusters Score -3743747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3743751.000000 Penalty: 5253.917969
	Iteration 27Q: 3 clusters Score -3743751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3743750.750000 Penalty: 5253.917969
	Iteration 28Q: 3 clusters Score -3743751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3743758.000000 Penalty: 5253.917969
	Iteration 29Q: 3 clusters Score -3743758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3743762.500000 Penalty: 5253.917969
	Iteration 30Q: 3 clusters Score -3743762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3743762.500000 Penalty: 5253.917969
	Iteration 31Q: 3 clusters Score -3743762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3743763.000000 Penalty: 5253.917969
	Iteration 32Q: 3 clusters Score -3743763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3743760.750000 Penalty: 5253.917969
	Iteration 33Q: 3 clusters Score -3743761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3743762.750000 Penalty: 5253.917969
	Iteration 34Q: 3 clusters Score -3743763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3743759.500000 Penalty: 5253.917969
	Iteration 35Q: 3 clusters Score -3743760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3743761.500000 Penalty: 5253.917969
	Iteration 36Q: 3 clusters Score -3743762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3743762.500000 Penalty: 5253.917969
	Iteration 37Q: 3 clusters Score -3743762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3743764.500000 Penalty: 5253.917969
	Iteration 38Q: 3 clusters Score -3743764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3743764.500000 Penalty: 5253.917969
	Iteration 39F: 3 clusters Score -3743764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (437079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437079 members 
Entering Unmasked Estep 
Score: -40174600.000000 Penalty: 3220.991699
	Iteration 0F: 2 clusters Score -4.01746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218400 members 
Mstep: Class 2 contains 218679 members 
Entering Unmasked Estep 
Score: -39879404.000000 Penalty: 6441.983398
	Iteration 0F: 3 clusters Score -3.98794e+07 nChanged 212963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215415 members 
Mstep: Class 2 contains 221664 members 
Entering Unmasked Estep 
Score: -40006580.000000 Penalty: 6441.983398
	Iteration 1F: 3 clusters Score -4.000658e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213500 members 
Mstep: Class 2 contains 223579 members 
Entering Unmasked Estep 
Score: -40008328.000000 Penalty: 6441.983398
	Iteration 2Q: 3 clusters Score -4.000833e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210383 members 
Mstep: Class 2 contains 226696 members 
Entering Unmasked Estep 
Score: -40010868.000000 Penalty: 6441.983398
	Iteration 3Q: 3 clusters Score -4.001087e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205732 members 
Mstep: Class 2 contains 231347 members 
Entering Unmasked Estep 
Score: -40014144.000000 Penalty: 6441.983398
	Iteration 4Q: 3 clusters Score -4.001414e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198780 members 
Mstep: Class 2 contains 238299 members 
Entering Unmasked Estep 
Score: -40019760.000000 Penalty: 6441.983398
	Iteration 5Q: 3 clusters Score -4.001976e+07 nChanged 18776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188688 members 
Mstep: Class 2 contains 248391 members 
Entering Unmasked Estep 
Score: -40028856.000000 Penalty: 6441.983398
	Iteration 6Q: 3 clusters Score -4.002886e+07 nChanged 22660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174434 members 
Mstep: Class 2 contains 262645 members 
Entering Unmasked Estep 
Score: -40041660.000000 Penalty: 6441.983398
	Iteration 7F: 3 clusters Score -4.004166e+07 nChanged 26394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155540 members 
Mstep: Class 2 contains 281539 members 
Entering Unmasked Estep 
Score: -40058780.000000 Penalty: 6441.983398
	Iteration 8F: 3 clusters Score -4.005878e+07 nChanged 28351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132661 members 
Mstep: Class 2 contains 304418 members 
Entering Unmasked Estep 
Score: -40079244.000000 Penalty: 6441.983398
	Iteration 9F: 3 clusters Score -4.007924e+07 nChanged 27720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 328806 members 
Entering Unmasked Estep 
Score: -40100292.000000 Penalty: 6441.983398
	Iteration 10F: 3 clusters Score -4.010029e+07 nChanged 24860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 352082 members 
Entering Unmasked Estep 
Score: -40118432.000000 Penalty: 6441.983398
	Iteration 11F: 3 clusters Score -4.011843e+07 nChanged 20934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 372414 members 
Entering Unmasked Estep 
Score: -40132720.000000 Penalty: 6441.983398
	Iteration 12Q: 3 clusters Score -4.013272e+07 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 389142 members 
Entering Unmasked Estep 
Score: -40143728.000000 Penalty: 6441.983398
	Iteration 13Q: 3 clusters Score -4.014373e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 402494 members 
Entering Unmasked Estep 
Score: -40152284.000000 Penalty: 6441.983398
	Iteration 14Q: 3 clusters Score -4.015228e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 412841 members 
Entering Unmasked Estep 
Score: -40158932.000000 Penalty: 6441.983398
	Iteration 15Q: 3 clusters Score -4.015893e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 420586 members 
Entering Unmasked Estep 
Score: -40163516.000000 Penalty: 6441.983398
	Iteration 16Q: 3 clusters Score -4.016352e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 426028 members 
Entering Unmasked Estep 
Score: -40166544.000000 Penalty: 6441.983398
	Iteration 17Q: 3 clusters Score -4.016654e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 429519 members 
Entering Unmasked Estep 
Score: -40168364.000000 Penalty: 6441.983398
	Iteration 18Q: 3 clusters Score -4.016836e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 431769 members 
Entering Unmasked Estep 
Score: -40169472.000000 Penalty: 6441.983398
	Iteration 19Q: 3 clusters Score -4.016947e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 433227 members 
Entering Unmasked Estep 
Score: -40170412.000000 Penalty: 6441.983398
	Iteration 20F: 3 clusters Score -4.017041e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 434128 members 
Entering Unmasked Estep 
Score: -40170884.000000 Penalty: 6441.983398
	Iteration 21Q: 3 clusters Score -4.017088e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 434705 members 
Entering Unmasked Estep 
Score: -40171208.000000 Penalty: 6441.983398
	Iteration 22Q: 3 clusters Score -4.017121e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 435111 members 
Entering Unmasked Estep 
Score: -40171456.000000 Penalty: 6441.983398
	Iteration 23Q: 3 clusters Score -4.017146e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 435355 members 
Entering Unmasked Estep 
Score: -40171576.000000 Penalty: 6441.983398
	Iteration 24Q: 3 clusters Score -4.017158e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 435525 members 
Entering Unmasked Estep 
Score: -40171656.000000 Penalty: 6441.983398
	Iteration 25Q: 3 clusters Score -4.017166e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 435648 members 
Entering Unmasked Estep 
Score: -40171708.000000 Penalty: 6441.983398
	Iteration 26Q: 3 clusters Score -4.017171e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 435762 members 
Entering Unmasked Estep 
Score: -40171756.000000 Penalty: 6441.983398
	Iteration 27Q: 3 clusters Score -4.017176e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 435816 members 
Entering Unmasked Estep 
Score: -40171800.000000 Penalty: 6441.983398
	Iteration 28Q: 3 clusters Score -4.01718e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 435862 members 
Entering Unmasked Estep 
Score: -40171848.000000 Penalty: 6441.983398
	Iteration 29Q: 3 clusters Score -4.017185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 435899 members 
Entering Unmasked Estep 
Score: -40171856.000000 Penalty: 6441.983398
	Iteration 30Q: 3 clusters Score -4.017186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 435922 members 
Entering Unmasked Estep 
Score: -40171864.000000 Penalty: 6441.983398
	Iteration 31Q: 3 clusters Score -4.017186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 435933 members 
Entering Unmasked Estep 
Score: -40171848.000000 Penalty: 6441.983398
	Iteration 32Q: 3 clusters Score -4.017185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 435947 members 
Entering Unmasked Estep 
Score: -40171880.000000 Penalty: 6441.983398
	Iteration 33Q: 3 clusters Score -4.017188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 435958 members 
Entering Unmasked Estep 
Score: -40171880.000000 Penalty: 6441.983398
	Iteration 34Q: 3 clusters Score -4.017188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 435979 members 
Entering Unmasked Estep 
Score: -40171872.000000 Penalty: 6441.983398
	Iteration 35Q: 3 clusters Score -4.017187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 435994 members 
Entering Unmasked Estep 
Score: -40171888.000000 Penalty: 6441.983398
	Iteration 36Q: 3 clusters Score -4.017189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 436013 members 
Entering Unmasked Estep 
Score: -40171892.000000 Penalty: 6441.983398
	Iteration 37Q: 3 clusters Score -4.017189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 436022 members 
Entering Unmasked Estep 
Score: -40171900.000000 Penalty: 6441.983398
	Iteration 38Q: 3 clusters Score -4.01719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 436032 members 
Entering Unmasked Estep 
Score: -40171912.000000 Penalty: 6441.983398
	Iteration 39Q: 3 clusters Score -4.017191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 436042 members 
Entering Unmasked Estep 
Score: -40171916.000000 Penalty: 6441.983398
	Iteration 40F: 3 clusters Score -4.017192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 436050 members 
Entering Unmasked Estep 
Score: -40171932.000000 Penalty: 6441.983398
	Iteration 41Q: 3 clusters Score -4.017193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 436056 members 
Entering Unmasked Estep 
Score: -40171920.000000 Penalty: 6441.983398
	Iteration 42Q: 3 clusters Score -4.017192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 436068 members 
Entering Unmasked Estep 
Score: -40171924.000000 Penalty: 6441.983398
	Iteration 43Q: 3 clusters Score -4.017192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 436073 members 
Entering Unmasked Estep 
Score: -40171916.000000 Penalty: 6441.983398
	Iteration 44Q: 3 clusters Score -4.017192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 436073 members 
Entering Unmasked Estep 
Score: -40171920.000000 Penalty: 6441.983398
	Iteration 45Q: 3 clusters Score -4.017192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 436077 members 
Entering Unmasked Estep 
Score: -40171940.000000 Penalty: 6441.983398
	Iteration 46Q: 3 clusters Score -4.017194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 436078 members 
Entering Unmasked Estep 
Score: -40171944.000000 Penalty: 6441.983398
	Iteration 47Q: 3 clusters Score -4.017194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 436077 members 
Entering Unmasked Estep 
Score: -40171948.000000 Penalty: 6441.983398
	Iteration 48Q: 3 clusters Score -4.017195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 436080 members 
Entering Unmasked Estep 
Score: -40171948.000000 Penalty: 6441.983398
	Iteration 49Q: 3 clusters Score -4.017195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 436084 members 
Entering Unmasked Estep 
Score: -40171928.000000 Penalty: 6441.983398
	Iteration 50Q: 3 clusters Score -4.017193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 436088 members 
Entering Unmasked Estep 
Score: -40171932.000000 Penalty: 6441.983398
	Iteration 51Q: 3 clusters Score -4.017193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 436091 members 
Entering Unmasked Estep 
Score: -40171924.000000 Penalty: 6441.983398
	Iteration 52Q: 3 clusters Score -4.017192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 436098 members 
Entering Unmasked Estep 
Score: -40171920.000000 Penalty: 6441.983398
	Iteration 53Q: 3 clusters Score -4.017192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 436102 members 
Entering Unmasked Estep 
Score: -40171940.000000 Penalty: 6441.983398
	Iteration 54Q: 3 clusters Score -4.017194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 436104 members 
Entering Unmasked Estep 
Score: -40171932.000000 Penalty: 6441.983398
	Iteration 55Q: 3 clusters Score -4.017193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 436106 members 
Entering Unmasked Estep 
Score: -40171936.000000 Penalty: 6441.983398
	Iteration 56Q: 3 clusters Score -4.017194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 436108 members 
Entering Unmasked Estep 
Score: -40171936.000000 Penalty: 6441.983398
	Iteration 57Q: 3 clusters Score -4.017194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 436107 members 
Entering Unmasked Estep 
Score: -40171944.000000 Penalty: 6441.983398
	Iteration 58Q: 3 clusters Score -4.017194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 436108 members 
Entering Unmasked Estep 
Score: -40171932.000000 Penalty: 6441.983398
	Iteration 59Q: 3 clusters Score -4.017193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 436108 members 
Entering Unmasked Estep 
Score: -40171936.000000 Penalty: 6441.983398
	Iteration 60F: 3 clusters Score -4.017194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Entering Unmasked Estep 
Score: -555372.312500 Penalty: 2172.008301
	Iteration 0F: 2 clusters Score -555372.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -549980.875000 Penalty: 4344.016602
	Iteration 0F: 3 clusters Score -549980.9 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -551328.000000 Penalty: 4344.016602
	Iteration 1F: 3 clusters Score -551328 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -551567.187500 Penalty: 4344.016602
	Iteration 2F: 3 clusters Score -551567.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -551721.687500 Penalty: 4344.016602
	Iteration 3Q: 3 clusters Score -551721.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -551842.125000 Penalty: 4344.016602
	Iteration 4Q: 3 clusters Score -551842.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -551940.187500 Penalty: 4344.016602
	Iteration 5Q: 3 clusters Score -551940.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -552014.937500 Penalty: 4344.016602
	Iteration 6Q: 3 clusters Score -552014.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -552077.625000 Penalty: 4344.016602
	Iteration 7Q: 3 clusters Score -552077.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -552127.812500 Penalty: 4344.016602
	Iteration 8Q: 3 clusters Score -552127.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -552164.500000 Penalty: 4344.016602
	Iteration 9Q: 3 clusters Score -552164.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -552194.750000 Penalty: 4344.016602
	Iteration 10Q: 3 clusters Score -552194.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -552219.062500 Penalty: 4344.016602
	Iteration 11Q: 3 clusters Score -552219.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -552246.000000 Penalty: 4344.016602
	Iteration 12Q: 3 clusters Score -552246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -552267.625000 Penalty: 4344.016602
	Iteration 13Q: 3 clusters Score -552267.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -552295.687500 Penalty: 4344.016602
	Iteration 14Q: 3 clusters Score -552295.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -552334.187500 Penalty: 4344.016602
	Iteration 15Q: 3 clusters Score -552334.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -552365.812500 Penalty: 4344.016602
	Iteration 16Q: 3 clusters Score -552365.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -552388.687500 Penalty: 4344.016602
	Iteration 17Q: 3 clusters Score -552388.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -552403.750000 Penalty: 4344.016602
	Iteration 18Q: 3 clusters Score -552403.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -552421.562500 Penalty: 4344.016602
	Iteration 19Q: 3 clusters Score -552421.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -552442.812500 Penalty: 4344.016602
	Iteration 20F: 3 clusters Score -552442.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -552460.625000 Penalty: 4344.016602
	Iteration 21Q: 3 clusters Score -552460.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -552480.062500 Penalty: 4344.016602
	Iteration 22Q: 3 clusters Score -552480.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -552497.562500 Penalty: 4344.016602
	Iteration 23Q: 3 clusters Score -552497.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -552517.562500 Penalty: 4344.016602
	Iteration 24Q: 3 clusters Score -552517.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -552538.625000 Penalty: 4344.016602
	Iteration 25Q: 3 clusters Score -552538.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -552560.375000 Penalty: 4344.016602
	Iteration 26Q: 3 clusters Score -552560.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -552586.687500 Penalty: 4344.016602
	Iteration 27Q: 3 clusters Score -552586.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -552618.750000 Penalty: 4344.016602
	Iteration 28Q: 3 clusters Score -552618.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -552650.375000 Penalty: 4344.016602
	Iteration 29Q: 3 clusters Score -552650.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -552696.875000 Penalty: 4344.016602
	Iteration 30Q: 3 clusters Score -552696.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -552763.500000 Penalty: 4344.016602
	Iteration 31Q: 3 clusters Score -552763.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -552840.812500 Penalty: 4344.016602
	Iteration 32Q: 3 clusters Score -552840.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -552916.187500 Penalty: 4344.016602
	Iteration 33Q: 3 clusters Score -552916.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -552981.375000 Penalty: 4344.016602
	Iteration 34Q: 3 clusters Score -552981.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -553050.687500 Penalty: 4344.016602
	Iteration 35Q: 3 clusters Score -553050.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -553107.875000 Penalty: 4344.016602
	Iteration 36Q: 3 clusters Score -553107.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -553170.937500 Penalty: 4344.016602
	Iteration 37Q: 3 clusters Score -553170.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -553217.625000 Penalty: 4344.016602
	Iteration 38Q: 3 clusters Score -553217.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -553248.750000 Penalty: 4344.016602
	Iteration 39Q: 3 clusters Score -553248.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -553273.125000 Penalty: 4344.016602
	Iteration 40F: 3 clusters Score -553273.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -553311.437500 Penalty: 4344.016602
	Iteration 41Q: 3 clusters Score -553311.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -553338.937500 Penalty: 4344.016602
	Iteration 42Q: 3 clusters Score -553338.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -553357.500000 Penalty: 4344.016602
	Iteration 43Q: 3 clusters Score -553357.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -553371.937500 Penalty: 4344.016602
	Iteration 44Q: 3 clusters Score -553371.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -553382.437500 Penalty: 4344.016602
	Iteration 45Q: 3 clusters Score -553382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -553389.000000 Penalty: 4344.016602
	Iteration 46Q: 3 clusters Score -553389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -553398.125000 Penalty: 4344.016602
	Iteration 47Q: 3 clusters Score -553398.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -553404.625000 Penalty: 4344.016602
	Iteration 48Q: 3 clusters Score -553404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -553405.375000 Penalty: 4344.016602
	Iteration 49Q: 3 clusters Score -553405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -553410.500000 Penalty: 4344.016602
	Iteration 50Q: 3 clusters Score -553410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -553415.750000 Penalty: 4344.016602
	Iteration 51Q: 3 clusters Score -553415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -553424.187500 Penalty: 4344.016602
	Iteration 52Q: 3 clusters Score -553424.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -553435.687500 Penalty: 4344.016602
	Iteration 53Q: 3 clusters Score -553435.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -553449.312500 Penalty: 4344.016602
	Iteration 54Q: 3 clusters Score -553449.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -553458.125000 Penalty: 4344.016602
	Iteration 55Q: 3 clusters Score -553458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -553465.312500 Penalty: 4344.016602
	Iteration 56Q: 3 clusters Score -553465.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -553479.062500 Penalty: 4344.016602
	Iteration 57Q: 3 clusters Score -553479.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -553494.750000 Penalty: 4344.016602
	Iteration 58Q: 3 clusters Score -553494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -553509.937500 Penalty: 4344.016602
	Iteration 59Q: 3 clusters Score -553509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -553521.125000 Penalty: 4344.016602
	Iteration 60F: 3 clusters Score -553521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -553523.250000 Penalty: 4344.016602
	Iteration 61Q: 3 clusters Score -553523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -553527.062500 Penalty: 4344.016602
	Iteration 62Q: 3 clusters Score -553527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -553527.312500 Penalty: 4344.016602
	Iteration 63Q: 3 clusters Score -553527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -553529.062500 Penalty: 4344.016602
	Iteration 64Q: 3 clusters Score -553529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -553530.625000 Penalty: 4344.016602
	Iteration 65Q: 3 clusters Score -553530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -553531.375000 Penalty: 4344.016602
	Iteration 66Q: 3 clusters Score -553531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -553531.375000 Penalty: 4344.016602
	Iteration 67F: 3 clusters Score -553531.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Entering Unmasked Estep 
Score: -1164940.500000 Penalty: 2353.467773
	Iteration 0F: 2 clusters Score -1164940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1155141.500000 Penalty: 4706.935547
	Iteration 0F: 3 clusters Score -1155142 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1158205.625000 Penalty: 4706.935547
	Iteration 1F: 3 clusters Score -1158206 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1158622.250000 Penalty: 4706.935547
	Iteration 2F: 3 clusters Score -1158622 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1158936.250000 Penalty: 4706.935547
	Iteration 3F: 3 clusters Score -1158936 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1159237.000000 Penalty: 4706.935547
	Iteration 4Q: 3 clusters Score -1159237 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1159527.250000 Penalty: 4706.935547
	Iteration 5Q: 3 clusters Score -1159527 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1159819.500000 Penalty: 4706.935547
	Iteration 6Q: 3 clusters Score -1159820 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1160156.000000 Penalty: 4706.935547
	Iteration 7Q: 3 clusters Score -1160156 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1160480.625000 Penalty: 4706.935547
	Iteration 8Q: 3 clusters Score -1160481 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1160795.500000 Penalty: 4706.935547
	Iteration 9Q: 3 clusters Score -1160796 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1161054.375000 Penalty: 4706.935547
	Iteration 10Q: 3 clusters Score -1161054 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1161262.750000 Penalty: 4706.935547
	Iteration 11Q: 3 clusters Score -1161263 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1161445.500000 Penalty: 4706.935547
	Iteration 12Q: 3 clusters Score -1161446 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1161594.250000 Penalty: 4706.935547
	Iteration 13Q: 3 clusters Score -1161594 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1161727.000000 Penalty: 4706.935547
	Iteration 14Q: 3 clusters Score -1161727 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1161848.250000 Penalty: 4706.935547
	Iteration 15Q: 3 clusters Score -1161848 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1161971.750000 Penalty: 4706.935547
	Iteration 16Q: 3 clusters Score -1161972 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1162108.250000 Penalty: 4706.935547
	Iteration 17Q: 3 clusters Score -1162108 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1162233.500000 Penalty: 4706.935547
	Iteration 18Q: 3 clusters Score -1162234 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1162347.250000 Penalty: 4706.935547
	Iteration 19Q: 3 clusters Score -1162347 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1162447.125000 Penalty: 4706.935547
	Iteration 20F: 3 clusters Score -1162447 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1162522.375000 Penalty: 4706.935547
	Iteration 21Q: 3 clusters Score -1162522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1162573.625000 Penalty: 4706.935547
	Iteration 22Q: 3 clusters Score -1162574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1162618.875000 Penalty: 4706.935547
	Iteration 23Q: 3 clusters Score -1162619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1162654.750000 Penalty: 4706.935547
	Iteration 24Q: 3 clusters Score -1162655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1162696.875000 Penalty: 4706.935547
	Iteration 25Q: 3 clusters Score -1162697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1162729.500000 Penalty: 4706.935547
	Iteration 26Q: 3 clusters Score -1162730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1162762.875000 Penalty: 4706.935547
	Iteration 27Q: 3 clusters Score -1162763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1162791.875000 Penalty: 4706.935547
	Iteration 28Q: 3 clusters Score -1162792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1162820.000000 Penalty: 4706.935547
	Iteration 29Q: 3 clusters Score -1162820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1162848.250000 Penalty: 4706.935547
	Iteration 30Q: 3 clusters Score -1162848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1162870.625000 Penalty: 4706.935547
	Iteration 31Q: 3 clusters Score -1162871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1162885.125000 Penalty: 4706.935547
	Iteration 32Q: 3 clusters Score -1162885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1162898.250000 Penalty: 4706.935547
	Iteration 33Q: 3 clusters Score -1162898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1162907.750000 Penalty: 4706.935547
	Iteration 34Q: 3 clusters Score -1162908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1162915.125000 Penalty: 4706.935547
	Iteration 35Q: 3 clusters Score -1162915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1162924.250000 Penalty: 4706.935547
	Iteration 36Q: 3 clusters Score -1162924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1162930.125000 Penalty: 4706.935547
	Iteration 37Q: 3 clusters Score -1162930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1162938.000000 Penalty: 4706.935547
	Iteration 38Q: 3 clusters Score -1162938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1162940.125000 Penalty: 4706.935547
	Iteration 39Q: 3 clusters Score -1162940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1162942.625000 Penalty: 4706.935547
	Iteration 40F: 3 clusters Score -1162943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1162947.250000 Penalty: 4706.935547
	Iteration 41Q: 3 clusters Score -1162947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1162948.500000 Penalty: 4706.935547
	Iteration 42Q: 3 clusters Score -1162948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1162948.500000 Penalty: 4706.935547
	Iteration 43F: 3 clusters Score -1162948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Entering Unmasked Estep 
Score: -2419360.250000 Penalty: 2532.731201
	Iteration 0F: 2 clusters Score -2419360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2400761.500000 Penalty: 5065.462402
	Iteration 0F: 3 clusters Score -2400762 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2407288.500000 Penalty: 5065.462402
	Iteration 1F: 3 clusters Score -2407288 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2407864.750000 Penalty: 5065.462402
	Iteration 2F: 3 clusters Score -2407865 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2408457.250000 Penalty: 5065.462402
	Iteration 3Q: 3 clusters Score -2408457 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2409191.500000 Penalty: 5065.462402
	Iteration 4Q: 3 clusters Score -2409192 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2409934.500000 Penalty: 5065.462402
	Iteration 5F: 3 clusters Score -2409934 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2410744.250000 Penalty: 5065.462402
	Iteration 6F: 3 clusters Score -2410744 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2411595.000000 Penalty: 5065.462402
	Iteration 7F: 3 clusters Score -2411595 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2412463.500000 Penalty: 5065.462402
	Iteration 8F: 3 clusters Score -2412464 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2413341.000000 Penalty: 5065.462402
	Iteration 9Q: 3 clusters Score -2413341 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2414113.250000 Penalty: 5065.462402
	Iteration 10Q: 3 clusters Score -2414113 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2414715.500000 Penalty: 5065.462402
	Iteration 11Q: 3 clusters Score -2414716 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2415053.250000 Penalty: 5065.462402
	Iteration 12Q: 3 clusters Score -2415053 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2415265.750000 Penalty: 5065.462402
	Iteration 13Q: 3 clusters Score -2415266 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2415437.500000 Penalty: 5065.462402
	Iteration 14Q: 3 clusters Score -2415438 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2415606.000000 Penalty: 5065.462402
	Iteration 15Q: 3 clusters Score -2415606 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2415786.000000 Penalty: 5065.462402
	Iteration 16Q: 3 clusters Score -2415786 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2415958.000000 Penalty: 5065.462402
	Iteration 17Q: 3 clusters Score -2415958 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2416118.750000 Penalty: 5065.462402
	Iteration 18Q: 3 clusters Score -2416119 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2416294.500000 Penalty: 5065.462402
	Iteration 19Q: 3 clusters Score -2416294 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2416470.500000 Penalty: 5065.462402
	Iteration 20F: 3 clusters Score -2416470 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2416623.000000 Penalty: 5065.462402
	Iteration 21Q: 3 clusters Score -2416623 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2416775.750000 Penalty: 5065.462402
	Iteration 22Q: 3 clusters Score -2416776 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2416967.500000 Penalty: 5065.462402
	Iteration 23Q: 3 clusters Score -2416968 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2417129.500000 Penalty: 5065.462402
	Iteration 24Q: 3 clusters Score -2417130 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2417282.000000 Penalty: 5065.462402
	Iteration 25Q: 3 clusters Score -2417282 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2417428.250000 Penalty: 5065.462402
	Iteration 26Q: 3 clusters Score -2417428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2417538.500000 Penalty: 5065.462402
	Iteration 27Q: 3 clusters Score -2417538 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2417646.250000 Penalty: 5065.462402
	Iteration 28Q: 3 clusters Score -2417646 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2417718.500000 Penalty: 5065.462402
	Iteration 29Q: 3 clusters Score -2417718 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2417773.750000 Penalty: 5065.462402
	Iteration 30Q: 3 clusters Score -2417774 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2417805.500000 Penalty: 5065.462402
	Iteration 31Q: 3 clusters Score -2417806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2417829.500000 Penalty: 5065.462402
	Iteration 32Q: 3 clusters Score -2417830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2417847.500000 Penalty: 5065.462402
	Iteration 33Q: 3 clusters Score -2417848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2417855.250000 Penalty: 5065.462402
	Iteration 34Q: 3 clusters Score -2417855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2417874.500000 Penalty: 5065.462402
	Iteration 35Q: 3 clusters Score -2417874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2417880.000000 Penalty: 5065.462402
	Iteration 36Q: 3 clusters Score -2417880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -2417885.500000 Penalty: 5065.462402
	Iteration 37Q: 3 clusters Score -2417886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2417886.750000 Penalty: 5065.462402
	Iteration 38Q: 3 clusters Score -2417887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2417892.500000 Penalty: 5065.462402
	Iteration 39Q: 3 clusters Score -2417892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2417896.750000 Penalty: 5065.462402
	Iteration 40F: 3 clusters Score -2417897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2417898.000000 Penalty: 5065.462402
	Iteration 41Q: 3 clusters Score -2417898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -2417901.500000 Penalty: 5065.462402
	Iteration 42Q: 3 clusters Score -2417902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2417905.750000 Penalty: 5065.462402
	Iteration 43Q: 3 clusters Score -2417906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2417906.500000 Penalty: 5065.462402
	Iteration 44Q: 3 clusters Score -2417906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2417905.250000 Penalty: 5065.462402
	Iteration 45Q: 3 clusters Score -2417905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2417904.250000 Penalty: 5065.462402
	Iteration 46Q: 3 clusters Score -2417904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2417902.500000 Penalty: 5065.462402
	Iteration 47Q: 3 clusters Score -2417902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2417902.250000 Penalty: 5065.462402
	Iteration 48Q: 3 clusters Score -2417902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2417902.250000 Penalty: 5065.462402
	Iteration 49F: 3 clusters Score -2417902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -312479.718750 Penalty: 2022.956665
	Iteration 0F: 2 clusters Score -312479.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -308966.718750 Penalty: 4045.913330
	Iteration 0F: 3 clusters Score -308966.7 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -309721.875000 Penalty: 4045.913330
	Iteration 1F: 3 clusters Score -309721.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -309926.406250 Penalty: 4045.913330
	Iteration 2F: 3 clusters Score -309926.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -310065.656250 Penalty: 4045.913330
	Iteration 3F: 3 clusters Score -310065.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -310200.312500 Penalty: 4045.913330
	Iteration 4Q: 3 clusters Score -310200.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -310330.906250 Penalty: 4045.913330
	Iteration 5Q: 3 clusters Score -310330.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -310494.750000 Penalty: 4045.913330
	Iteration 6Q: 3 clusters Score -310494.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -310680.750000 Penalty: 4045.913330
	Iteration 7F: 3 clusters Score -310680.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -310864.156250 Penalty: 4045.913330
	Iteration 8Q: 3 clusters Score -310864.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -311022.218750 Penalty: 4045.913330
	Iteration 9Q: 3 clusters Score -311022.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -311159.250000 Penalty: 4045.913330
	Iteration 10Q: 3 clusters Score -311159.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -311236.906250 Penalty: 4045.913330
	Iteration 11Q: 3 clusters Score -311236.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -311269.625000 Penalty: 4045.913330
	Iteration 12Q: 3 clusters Score -311269.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -311287.437500 Penalty: 4045.913330
	Iteration 13Q: 3 clusters Score -311287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -311300.312500 Penalty: 4045.913330
	Iteration 14Q: 3 clusters Score -311300.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -311307.937500 Penalty: 4045.913330
	Iteration 15Q: 3 clusters Score -311307.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -311312.562500 Penalty: 4045.913330
	Iteration 16Q: 3 clusters Score -311312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -311317.093750 Penalty: 4045.913330
	Iteration 17Q: 3 clusters Score -311317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -311318.843750 Penalty: 4045.913330
	Iteration 18Q: 3 clusters Score -311318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -311319.250000 Penalty: 4045.913330
	Iteration 19Q: 3 clusters Score -311319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -311319.718750 Penalty: 4045.913330
	Iteration 20F: 3 clusters Score -311319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -311321.375000 Penalty: 4045.913330
	Iteration 21Q: 3 clusters Score -311321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -311321.906250 Penalty: 4045.913330
	Iteration 22Q: 3 clusters Score -311321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -311321.500000 Penalty: 4045.913330
	Iteration 23Q: 3 clusters Score -311321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -311321.500000 Penalty: 4045.913330
	Iteration 24F: 3 clusters Score -311321.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -28200.232422 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -28200.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26831.736328 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -26831.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27036.322266 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -27036.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27177.714844 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -27177.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27267.462891 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -27267.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27340.830078 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -27340.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27408.833984 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -27408.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27450.009766 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -27450.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27497.664062 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -27497.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27518.621094 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -27518.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27529.845703 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -27529.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27533.621094 Penalty: 2939.755371
	Iteration 10Q: 3 clusters Score -27533.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27535.408203 Penalty: 2939.755371
	Iteration 11Q: 3 clusters Score -27535.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27536.492188 Penalty: 2939.755371
	Iteration 12Q: 3 clusters Score -27536.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27536.492188 Penalty: 2939.755371
	Iteration 13F: 3 clusters Score -27536.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Entering Unmasked Estep 
Score: -690625.375000 Penalty: 2233.157715
	Iteration 0F: 2 clusters Score -690625.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -684182.875000 Penalty: 4466.315430
	Iteration 0F: 3 clusters Score -684182.9 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -685864.437500 Penalty: 4466.315430
	Iteration 1F: 3 clusters Score -685864.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -686186.187500 Penalty: 4466.315430
	Iteration 2F: 3 clusters Score -686186.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -686422.875000 Penalty: 4466.315430
	Iteration 3F: 3 clusters Score -686422.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -686604.125000 Penalty: 4466.315430
	Iteration 4Q: 3 clusters Score -686604.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -686762.750000 Penalty: 4466.315430
	Iteration 5Q: 3 clusters Score -686762.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -686905.687500 Penalty: 4466.315430
	Iteration 6Q: 3 clusters Score -686905.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -687031.312500 Penalty: 4466.315430
	Iteration 7Q: 3 clusters Score -687031.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -687160.062500 Penalty: 4466.315430
	Iteration 8Q: 3 clusters Score -687160.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -687271.750000 Penalty: 4466.315430
	Iteration 9Q: 3 clusters Score -687271.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -687392.500000 Penalty: 4466.315430
	Iteration 10Q: 3 clusters Score -687392.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -687496.562500 Penalty: 4466.315430
	Iteration 11Q: 3 clusters Score -687496.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -687611.125000 Penalty: 4466.315430
	Iteration 12Q: 3 clusters Score -687611.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -687712.687500 Penalty: 4466.315430
	Iteration 13Q: 3 clusters Score -687712.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -687800.625000 Penalty: 4466.315430
	Iteration 14Q: 3 clusters Score -687800.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -687891.312500 Penalty: 4466.315430
	Iteration 15Q: 3 clusters Score -687891.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -687974.937500 Penalty: 4466.315430
	Iteration 16Q: 3 clusters Score -687974.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -688059.937500 Penalty: 4466.315430
	Iteration 17Q: 3 clusters Score -688059.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -688129.937500 Penalty: 4466.315430
	Iteration 18Q: 3 clusters Score -688129.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -688200.250000 Penalty: 4466.315430
	Iteration 19Q: 3 clusters Score -688200.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -688252.750000 Penalty: 4466.315430
	Iteration 20F: 3 clusters Score -688252.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -688301.125000 Penalty: 4466.315430
	Iteration 21Q: 3 clusters Score -688301.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -688345.562500 Penalty: 4466.315430
	Iteration 22Q: 3 clusters Score -688345.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -688383.687500 Penalty: 4466.315430
	Iteration 23Q: 3 clusters Score -688383.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -688427.750000 Penalty: 4466.315430
	Iteration 24Q: 3 clusters Score -688427.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -688461.375000 Penalty: 4466.315430
	Iteration 25Q: 3 clusters Score -688461.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -688478.250000 Penalty: 4466.315430
	Iteration 26Q: 3 clusters Score -688478.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -688494.500000 Penalty: 4466.315430
	Iteration 27Q: 3 clusters Score -688494.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -688511.812500 Penalty: 4466.315430
	Iteration 28Q: 3 clusters Score -688511.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -688521.812500 Penalty: 4466.315430
	Iteration 29Q: 3 clusters Score -688521.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -688536.062500 Penalty: 4466.315430
	Iteration 30Q: 3 clusters Score -688536.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -688550.562500 Penalty: 4466.315430
	Iteration 31Q: 3 clusters Score -688550.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -688567.437500 Penalty: 4466.315430
	Iteration 32Q: 3 clusters Score -688567.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -688577.875000 Penalty: 4466.315430
	Iteration 33Q: 3 clusters Score -688577.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -688590.000000 Penalty: 4466.315430
	Iteration 34Q: 3 clusters Score -688590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -688596.062500 Penalty: 4466.315430
	Iteration 35Q: 3 clusters Score -688596.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -688602.062500 Penalty: 4466.315430
	Iteration 36Q: 3 clusters Score -688602.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -688611.875000 Penalty: 4466.315430
	Iteration 37Q: 3 clusters Score -688611.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -688621.250000 Penalty: 4466.315430
	Iteration 38Q: 3 clusters Score -688621.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -688625.187500 Penalty: 4466.315430
	Iteration 39Q: 3 clusters Score -688625.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -688630.937500 Penalty: 4466.315430
	Iteration 40F: 3 clusters Score -688630.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -688640.312500 Penalty: 4466.315430
	Iteration 41Q: 3 clusters Score -688640.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -688651.250000 Penalty: 4466.315430
	Iteration 42Q: 3 clusters Score -688651.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -688662.625000 Penalty: 4466.315430
	Iteration 43Q: 3 clusters Score -688662.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -688676.875000 Penalty: 4466.315430
	Iteration 44Q: 3 clusters Score -688676.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -688696.062500 Penalty: 4466.315430
	Iteration 45Q: 3 clusters Score -688696.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -688718.875000 Penalty: 4466.315430
	Iteration 46Q: 3 clusters Score -688718.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -688740.562500 Penalty: 4466.315430
	Iteration 47Q: 3 clusters Score -688740.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -688761.687500 Penalty: 4466.315430
	Iteration 48Q: 3 clusters Score -688761.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -688779.375000 Penalty: 4466.315430
	Iteration 49Q: 3 clusters Score -688779.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -688804.687500 Penalty: 4466.315430
	Iteration 50Q: 3 clusters Score -688804.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -688831.375000 Penalty: 4466.315430
	Iteration 51Q: 3 clusters Score -688831.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -688852.250000 Penalty: 4466.315430
	Iteration 52Q: 3 clusters Score -688852.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -688872.437500 Penalty: 4466.315430
	Iteration 53Q: 3 clusters Score -688872.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -688900.375000 Penalty: 4466.315430
	Iteration 54Q: 3 clusters Score -688900.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -688943.937500 Penalty: 4466.315430
	Iteration 55Q: 3 clusters Score -688943.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -688990.625000 Penalty: 4466.315430
	Iteration 56Q: 3 clusters Score -688990.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -689047.000000 Penalty: 4466.315430
	Iteration 57Q: 3 clusters Score -689047 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -689114.375000 Penalty: 4466.315430
	Iteration 58Q: 3 clusters Score -689114.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -689200.062500 Penalty: 4466.315430
	Iteration 59Q: 3 clusters Score -689200.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -689259.625000 Penalty: 4466.315430
	Iteration 60F: 3 clusters Score -689259.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -689300.750000 Penalty: 4466.315430
	Iteration 61Q: 3 clusters Score -689300.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -689323.062500 Penalty: 4466.315430
	Iteration 62Q: 3 clusters Score -689323.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -689347.437500 Penalty: 4466.315430
	Iteration 63Q: 3 clusters Score -689347.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -689360.250000 Penalty: 4466.315430
	Iteration 64Q: 3 clusters Score -689360.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -689371.750000 Penalty: 4466.315430
	Iteration 65Q: 3 clusters Score -689371.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -689379.625000 Penalty: 4466.315430
	Iteration 66Q: 3 clusters Score -689379.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -689387.562500 Penalty: 4466.315430
	Iteration 67Q: 3 clusters Score -689387.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -689390.625000 Penalty: 4466.315430
	Iteration 68Q: 3 clusters Score -689390.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -689395.437500 Penalty: 4466.315430
	Iteration 69Q: 3 clusters Score -689395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -689396.875000 Penalty: 4466.315430
	Iteration 70Q: 3 clusters Score -689396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -689398.562500 Penalty: 4466.315430
	Iteration 71Q: 3 clusters Score -689398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -689398.437500 Penalty: 4466.315430
	Iteration 72Q: 3 clusters Score -689398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -689398.437500 Penalty: 4466.315430
	Iteration 73F: 3 clusters Score -689398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162468 members 
Entering Unmasked Estep 
Score: -14535072.000000 Penalty: 2975.562744
	Iteration 0F: 2 clusters Score -1.453507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -14425881.000000 Penalty: 5951.125488
	Iteration 0F: 3 clusters Score -1.442588e+07 nChanged 78106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -14471587.000000 Penalty: 5951.125488
	Iteration 1F: 3 clusters Score -1.447159e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -14473104.000000 Penalty: 5951.125488
	Iteration 2Q: 3 clusters Score -1.44731e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -14474884.000000 Penalty: 5951.125488
	Iteration 3Q: 3 clusters Score -1.447488e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -14477840.000000 Penalty: 5951.125488
	Iteration 4Q: 3 clusters Score -1.447784e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 101828 members 
Entering Unmasked Estep 
Score: -14482728.000000 Penalty: 5951.125488
	Iteration 5F: 3 clusters Score -1.448273e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -14490170.000000 Penalty: 5951.125488
	Iteration 6F: 3 clusters Score -1.449017e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 121484 members 
Entering Unmasked Estep 
Score: -14500114.000000 Penalty: 5951.125488
	Iteration 7F: 3 clusters Score -1.450011e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 132161 members 
Entering Unmasked Estep 
Score: -14510403.000000 Penalty: 5951.125488
	Iteration 8F: 3 clusters Score -1.45104e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 140973 members 
Entering Unmasked Estep 
Score: -14518532.000000 Penalty: 5951.125488
	Iteration 9F: 3 clusters Score -1.451853e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 147429 members 
Entering Unmasked Estep 
Score: -14523954.000000 Penalty: 5951.125488
	Iteration 10Q: 3 clusters Score -1.452395e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 152032 members 
Entering Unmasked Estep 
Score: -14527579.000000 Penalty: 5951.125488
	Iteration 11Q: 3 clusters Score -1.452758e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -14529876.000000 Penalty: 5951.125488
	Iteration 12Q: 3 clusters Score -1.452988e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -14531264.000000 Penalty: 5951.125488
	Iteration 13Q: 3 clusters Score -1.453126e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -14532097.000000 Penalty: 5951.125488
	Iteration 14Q: 3 clusters Score -1.45321e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -14532520.000000 Penalty: 5951.125488
	Iteration 15Q: 3 clusters Score -1.453252e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -14532754.000000 Penalty: 5951.125488
	Iteration 16Q: 3 clusters Score -1.453275e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 160317 members 
Entering Unmasked Estep 
Score: -14532940.000000 Penalty: 5951.125488
	Iteration 17Q: 3 clusters Score -1.453294e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 160565 members 
Entering Unmasked Estep 
Score: -14533012.000000 Penalty: 5951.125488
	Iteration 18Q: 3 clusters Score -1.453301e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 160735 members 
Entering Unmasked Estep 
Score: -14533078.000000 Penalty: 5951.125488
	Iteration 19Q: 3 clusters Score -1.453308e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -14533134.000000 Penalty: 5951.125488
	Iteration 20F: 3 clusters Score -1.453313e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -14533199.000000 Penalty: 5951.125488
	Iteration 21Q: 3 clusters Score -1.45332e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 161037 members 
Entering Unmasked Estep 
Score: -14533204.000000 Penalty: 5951.125488
	Iteration 22Q: 3 clusters Score -1.45332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 161069 members 
Entering Unmasked Estep 
Score: -14533194.000000 Penalty: 5951.125488
	Iteration 23Q: 3 clusters Score -1.453319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 161082 members 
Entering Unmasked Estep 
Score: -14533201.000000 Penalty: 5951.125488
	Iteration 24Q: 3 clusters Score -1.45332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -14533201.000000 Penalty: 5951.125488
	Iteration 25Q: 3 clusters Score -1.45332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 161120 members 
Entering Unmasked Estep 
Score: -14533218.000000 Penalty: 5951.125488
	Iteration 26Q: 3 clusters Score -1.453322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 161152 members 
Entering Unmasked Estep 
Score: -14533210.000000 Penalty: 5951.125488
	Iteration 27Q: 3 clusters Score -1.453321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 161168 members 
Entering Unmasked Estep 
Score: -14533215.000000 Penalty: 5951.125488
	Iteration 28Q: 3 clusters Score -1.453322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 161188 members 
Entering Unmasked Estep 
Score: -14533211.000000 Penalty: 5951.125488
	Iteration 29Q: 3 clusters Score -1.453321e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 161199 members 
Entering Unmasked Estep 
Score: -14533204.000000 Penalty: 5951.125488
	Iteration 30Q: 3 clusters Score -1.45332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 161212 members 
Entering Unmasked Estep 
Score: -14533223.000000 Penalty: 5951.125488
	Iteration 31Q: 3 clusters Score -1.453322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 161219 members 
Entering Unmasked Estep 
Score: -14533229.000000 Penalty: 5951.125488
	Iteration 32Q: 3 clusters Score -1.453323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 161224 members 
Entering Unmasked Estep 
Score: -14533228.000000 Penalty: 5951.125488
	Iteration 33Q: 3 clusters Score -1.453323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 161230 members 
Entering Unmasked Estep 
Score: -14533239.000000 Penalty: 5951.125488
	Iteration 34Q: 3 clusters Score -1.453324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -14533242.000000 Penalty: 5951.125488
	Iteration 35Q: 3 clusters Score -1.453324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 161236 members 
Entering Unmasked Estep 
Score: -14533250.000000 Penalty: 5951.125488
	Iteration 36Q: 3 clusters Score -1.453325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 161237 members 
Entering Unmasked Estep 
Score: -14533245.000000 Penalty: 5951.125488
	Iteration 37Q: 3 clusters Score -1.453324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -14533247.000000 Penalty: 5951.125488
	Iteration 38Q: 3 clusters Score -1.453325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 161240 members 
Entering Unmasked Estep 
Score: -14533239.000000 Penalty: 5951.125488
	Iteration 39Q: 3 clusters Score -1.453324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -14533243.000000 Penalty: 5951.125488
	Iteration 40F: 3 clusters Score -1.453324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Entering Unmasked Estep 
Score: -989627.125000 Penalty: 2312.513428
	Iteration 0F: 2 clusters Score -989627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -981189.562500 Penalty: 4625.026855
	Iteration 0F: 3 clusters Score -981189.6 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -983582.625000 Penalty: 4625.026855
	Iteration 1F: 3 clusters Score -983582.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -983912.875000 Penalty: 4625.026855
	Iteration 2F: 3 clusters Score -983912.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -984154.562500 Penalty: 4625.026855
	Iteration 3F: 3 clusters Score -984154.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -984363.125000 Penalty: 4625.026855
	Iteration 4Q: 3 clusters Score -984363.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -984566.687500 Penalty: 4625.026855
	Iteration 5Q: 3 clusters Score -984566.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -984756.437500 Penalty: 4625.026855
	Iteration 6Q: 3 clusters Score -984756.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -984992.375000 Penalty: 4625.026855
	Iteration 7Q: 3 clusters Score -984992.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -985275.062500 Penalty: 4625.026855
	Iteration 8Q: 3 clusters Score -985275.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -985631.187500 Penalty: 4625.026855
	Iteration 9Q: 3 clusters Score -985631.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -985989.812500 Penalty: 4625.026855
	Iteration 10Q: 3 clusters Score -985989.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -986385.750000 Penalty: 4625.026855
	Iteration 11Q: 3 clusters Score -986385.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -986740.375000 Penalty: 4625.026855
	Iteration 12Q: 3 clusters Score -986740.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -987014.312500 Penalty: 4625.026855
	Iteration 13Q: 3 clusters Score -987014.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -987238.125000 Penalty: 4625.026855
	Iteration 14Q: 3 clusters Score -987238.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -987404.875000 Penalty: 4625.026855
	Iteration 15Q: 3 clusters Score -987404.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -987513.562500 Penalty: 4625.026855
	Iteration 16Q: 3 clusters Score -987513.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -987584.187500 Penalty: 4625.026855
	Iteration 17Q: 3 clusters Score -987584.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -987623.625000 Penalty: 4625.026855
	Iteration 18Q: 3 clusters Score -987623.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -987658.812500 Penalty: 4625.026855
	Iteration 19Q: 3 clusters Score -987658.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -987680.187500 Penalty: 4625.026855
	Iteration 20F: 3 clusters Score -987680.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -987704.312500 Penalty: 4625.026855
	Iteration 21Q: 3 clusters Score -987704.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -987716.562500 Penalty: 4625.026855
	Iteration 22Q: 3 clusters Score -987716.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -987724.437500 Penalty: 4625.026855
	Iteration 23Q: 3 clusters Score -987724.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -987737.937500 Penalty: 4625.026855
	Iteration 24Q: 3 clusters Score -987737.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -987752.812500 Penalty: 4625.026855
	Iteration 25Q: 3 clusters Score -987752.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -987756.125000 Penalty: 4625.026855
	Iteration 26Q: 3 clusters Score -987756.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -987761.375000 Penalty: 4625.026855
	Iteration 27Q: 3 clusters Score -987761.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -987765.500000 Penalty: 4625.026855
	Iteration 28Q: 3 clusters Score -987765.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -987768.250000 Penalty: 4625.026855
	Iteration 29Q: 3 clusters Score -987768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -987771.187500 Penalty: 4625.026855
	Iteration 30Q: 3 clusters Score -987771.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -987775.437500 Penalty: 4625.026855
	Iteration 31Q: 3 clusters Score -987775.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -987778.750000 Penalty: 4625.026855
	Iteration 32Q: 3 clusters Score -987778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -987780.625000 Penalty: 4625.026855
	Iteration 33Q: 3 clusters Score -987780.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -987781.625000 Penalty: 4625.026855
	Iteration 34Q: 3 clusters Score -987781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -987782.250000 Penalty: 4625.026855
	Iteration 35Q: 3 clusters Score -987782.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -987784.062500 Penalty: 4625.026855
	Iteration 36Q: 3 clusters Score -987784.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -987787.187500 Penalty: 4625.026855
	Iteration 37Q: 3 clusters Score -987787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -987787.687500 Penalty: 4625.026855
	Iteration 38Q: 3 clusters Score -987787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -987789.937500 Penalty: 4625.026855
	Iteration 39Q: 3 clusters Score -987789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -987793.437500 Penalty: 4625.026855
	Iteration 40F: 3 clusters Score -987793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -987794.000000 Penalty: 4625.026855
	Iteration 41Q: 3 clusters Score -987794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -987795.187500 Penalty: 4625.026855
	Iteration 42Q: 3 clusters Score -987795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -987794.625000 Penalty: 4625.026855
	Iteration 43Q: 3 clusters Score -987794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -987796.062500 Penalty: 4625.026855
	Iteration 44Q: 3 clusters Score -987796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -987796.812500 Penalty: 4625.026855
	Iteration 45Q: 3 clusters Score -987796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -987795.187500 Penalty: 4625.026855
	Iteration 46Q: 3 clusters Score -987795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -987798.062500 Penalty: 4625.026855
	Iteration 47Q: 3 clusters Score -987798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -987797.812500 Penalty: 4625.026855
	Iteration 48Q: 3 clusters Score -987797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -987799.812500 Penalty: 4625.026855
	Iteration 49Q: 3 clusters Score -987799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -987799.812500 Penalty: 4625.026855
	Iteration 50F: 3 clusters Score -987799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -651607.187500 Penalty: 2196.593018
	Iteration 0F: 2 clusters Score -651607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -645864.250000 Penalty: 4393.186035
	Iteration 0F: 3 clusters Score -645864.2 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -647271.437500 Penalty: 4393.186035
	Iteration 1F: 3 clusters Score -647271.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -647494.125000 Penalty: 4393.186035
	Iteration 2F: 3 clusters Score -647494.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -647653.437500 Penalty: 4393.186035
	Iteration 3F: 3 clusters Score -647653.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -647749.000000 Penalty: 4393.186035
	Iteration 4Q: 3 clusters Score -647749 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -647818.750000 Penalty: 4393.186035
	Iteration 5Q: 3 clusters Score -647818.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -647881.312500 Penalty: 4393.186035
	Iteration 6Q: 3 clusters Score -647881.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -647942.062500 Penalty: 4393.186035
	Iteration 7Q: 3 clusters Score -647942.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -647989.000000 Penalty: 4393.186035
	Iteration 8Q: 3 clusters Score -647989 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -648040.875000 Penalty: 4393.186035
	Iteration 9Q: 3 clusters Score -648040.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -648090.687500 Penalty: 4393.186035
	Iteration 10Q: 3 clusters Score -648090.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -648142.312500 Penalty: 4393.186035
	Iteration 11Q: 3 clusters Score -648142.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -648199.437500 Penalty: 4393.186035
	Iteration 12Q: 3 clusters Score -648199.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -648248.312500 Penalty: 4393.186035
	Iteration 13Q: 3 clusters Score -648248.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -648299.812500 Penalty: 4393.186035
	Iteration 14Q: 3 clusters Score -648299.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -648353.437500 Penalty: 4393.186035
	Iteration 15Q: 3 clusters Score -648353.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -648411.687500 Penalty: 4393.186035
	Iteration 16Q: 3 clusters Score -648411.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -648481.875000 Penalty: 4393.186035
	Iteration 17Q: 3 clusters Score -648481.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -648552.125000 Penalty: 4393.186035
	Iteration 18Q: 3 clusters Score -648552.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -648624.250000 Penalty: 4393.186035
	Iteration 19Q: 3 clusters Score -648624.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -648710.125000 Penalty: 4393.186035
	Iteration 20F: 3 clusters Score -648710.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -648798.812500 Penalty: 4393.186035
	Iteration 21Q: 3 clusters Score -648798.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -648897.687500 Penalty: 4393.186035
	Iteration 22Q: 3 clusters Score -648897.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -648994.812500 Penalty: 4393.186035
	Iteration 23Q: 3 clusters Score -648994.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -649094.750000 Penalty: 4393.186035
	Iteration 24Q: 3 clusters Score -649094.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -649194.812500 Penalty: 4393.186035
	Iteration 25Q: 3 clusters Score -649194.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -649283.187500 Penalty: 4393.186035
	Iteration 26Q: 3 clusters Score -649283.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -649359.625000 Penalty: 4393.186035
	Iteration 27Q: 3 clusters Score -649359.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -649439.000000 Penalty: 4393.186035
	Iteration 28Q: 3 clusters Score -649439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -649499.312500 Penalty: 4393.186035
	Iteration 29Q: 3 clusters Score -649499.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -649553.500000 Penalty: 4393.186035
	Iteration 30Q: 3 clusters Score -649553.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -649589.500000 Penalty: 4393.186035
	Iteration 31Q: 3 clusters Score -649589.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -649626.625000 Penalty: 4393.186035
	Iteration 32Q: 3 clusters Score -649626.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -649652.812500 Penalty: 4393.186035
	Iteration 33Q: 3 clusters Score -649652.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -649676.625000 Penalty: 4393.186035
	Iteration 34Q: 3 clusters Score -649676.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -649698.375000 Penalty: 4393.186035
	Iteration 35Q: 3 clusters Score -649698.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -649711.437500 Penalty: 4393.186035
	Iteration 36Q: 3 clusters Score -649711.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -649718.062500 Penalty: 4393.186035
	Iteration 37Q: 3 clusters Score -649718.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -649726.062500 Penalty: 4393.186035
	Iteration 38Q: 3 clusters Score -649726.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -649731.125000 Penalty: 4393.186035
	Iteration 39Q: 3 clusters Score -649731.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -649737.562500 Penalty: 4393.186035
	Iteration 40F: 3 clusters Score -649737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -649740.625000 Penalty: 4393.186035
	Iteration 41Q: 3 clusters Score -649740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -649742.562500 Penalty: 4393.186035
	Iteration 42Q: 3 clusters Score -649742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -649744.062500 Penalty: 4393.186035
	Iteration 43Q: 3 clusters Score -649744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -649744.562500 Penalty: 4393.186035
	Iteration 44Q: 3 clusters Score -649744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -649745.000000 Penalty: 4393.186035
	Iteration 45Q: 3 clusters Score -649745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -649746.875000 Penalty: 4393.186035
	Iteration 46Q: 3 clusters Score -649746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -649747.875000 Penalty: 4393.186035
	Iteration 47Q: 3 clusters Score -649747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -649747.187500 Penalty: 4393.186035
	Iteration 48Q: 3 clusters Score -649747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -649748.500000 Penalty: 4393.186035
	Iteration 49Q: 3 clusters Score -649748.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -649748.500000 Penalty: 4393.186035
	Iteration 50F: 3 clusters Score -649748.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Entering Unmasked Estep 
Score: -3262602.500000 Penalty: 2601.201416
	Iteration 0F: 2 clusters Score -3262602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3238181.250000 Penalty: 5202.402832
	Iteration 0F: 3 clusters Score -3238181 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3247311.000000 Penalty: 5202.402832
	Iteration 1F: 3 clusters Score -3247311 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3248228.250000 Penalty: 5202.402832
	Iteration 2F: 3 clusters Score -3248228 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3249522.750000 Penalty: 5202.402832
	Iteration 3F: 3 clusters Score -3249523 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3251336.500000 Penalty: 5202.402832
	Iteration 4F: 3 clusters Score -3251336 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3253739.250000 Penalty: 5202.402832
	Iteration 5F: 3 clusters Score -3253739 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3256195.000000 Penalty: 5202.402832
	Iteration 6F: 3 clusters Score -3256195 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3258166.250000 Penalty: 5202.402832
	Iteration 7F: 3 clusters Score -3258166 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3259281.000000 Penalty: 5202.402832
	Iteration 8Q: 3 clusters Score -3259281 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3259874.000000 Penalty: 5202.402832
	Iteration 9Q: 3 clusters Score -3259874 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3260127.750000 Penalty: 5202.402832
	Iteration 10Q: 3 clusters Score -3260128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3260241.500000 Penalty: 5202.402832
	Iteration 11Q: 3 clusters Score -3260242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3260299.250000 Penalty: 5202.402832
	Iteration 12Q: 3 clusters Score -3260299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3260357.000000 Penalty: 5202.402832
	Iteration 13Q: 3 clusters Score -3260357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3260401.250000 Penalty: 5202.402832
	Iteration 14Q: 3 clusters Score -3260401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3260416.250000 Penalty: 5202.402832
	Iteration 15Q: 3 clusters Score -3260416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3260431.500000 Penalty: 5202.402832
	Iteration 16Q: 3 clusters Score -3260432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3260436.250000 Penalty: 5202.402832
	Iteration 17Q: 3 clusters Score -3260436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3260445.250000 Penalty: 5202.402832
	Iteration 18Q: 3 clusters Score -3260445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3260449.750000 Penalty: 5202.402832
	Iteration 19Q: 3 clusters Score -3260450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3260455.750000 Penalty: 5202.402832
	Iteration 20F: 3 clusters Score -3260456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3260463.000000 Penalty: 5202.402832
	Iteration 21Q: 3 clusters Score -3260463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3260466.500000 Penalty: 5202.402832
	Iteration 22Q: 3 clusters Score -3260466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3260465.250000 Penalty: 5202.402832
	Iteration 23Q: 3 clusters Score -3260465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3260465.250000 Penalty: 5202.402832
	Iteration 24F: 3 clusters Score -3260465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Entering Unmasked Estep 
Score: -5507321.000000 Penalty: 2726.603760
	Iteration 0F: 2 clusters Score -5507321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -5467142.500000 Penalty: 5453.207520
	Iteration 0F: 3 clusters Score -5467142 nChanged 27688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5482498.000000 Penalty: 5453.207520
	Iteration 1F: 3 clusters Score -5482498 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5482999.500000 Penalty: 5453.207520
	Iteration 2Q: 3 clusters Score -5483000 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -5483477.000000 Penalty: 5453.207520
	Iteration 3Q: 3 clusters Score -5483477 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -5484131.500000 Penalty: 5453.207520
	Iteration 4Q: 3 clusters Score -5484132 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5485218.500000 Penalty: 5453.207520
	Iteration 5Q: 3 clusters Score -5485218 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5487102.000000 Penalty: 5453.207520
	Iteration 6F: 3 clusters Score -5487102 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5490253.500000 Penalty: 5453.207520
	Iteration 7F: 3 clusters Score -5490254 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -5494804.000000 Penalty: 5453.207520
	Iteration 8F: 3 clusters Score -5494804 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -5499784.000000 Penalty: 5453.207520
	Iteration 9F: 3 clusters Score -5499784 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -5502938.000000 Penalty: 5453.207520
	Iteration 10F: 3 clusters Score -5502938 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -5504189.000000 Penalty: 5453.207520
	Iteration 11Q: 3 clusters Score -5504189 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -5504582.500000 Penalty: 5453.207520
	Iteration 12Q: 3 clusters Score -5504582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 59302 members 
Entering Unmasked Estep 
Score: -5504762.500000 Penalty: 5453.207520
	Iteration 13Q: 3 clusters Score -5504762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -5504832.000000 Penalty: 5453.207520
	Iteration 14Q: 3 clusters Score -5504832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -5504861.500000 Penalty: 5453.207520
	Iteration 15Q: 3 clusters Score -5504862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -5504885.000000 Penalty: 5453.207520
	Iteration 16Q: 3 clusters Score -5504885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -5504895.500000 Penalty: 5453.207520
	Iteration 17Q: 3 clusters Score -5504896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -5504896.500000 Penalty: 5453.207520
	Iteration 18Q: 3 clusters Score -5504896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -5504910.500000 Penalty: 5453.207520
	Iteration 19Q: 3 clusters Score -5504910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -5504915.000000 Penalty: 5453.207520
	Iteration 20F: 3 clusters Score -5504915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -5504915.000000 Penalty: 5453.207520
	Iteration 21Q: 3 clusters Score -5504915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -5504921.500000 Penalty: 5453.207520
	Iteration 22Q: 3 clusters Score -5504922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -5504921.500000 Penalty: 5453.207520
	Iteration 23F: 3 clusters Score -5504922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10292 members 
Mstep: Class 6 contains 195303 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 6402 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 1108 members 
Mstep: Class 11 contains 39838 members 
Mstep: Class 12 contains 437079 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 13224 members 
Mstep: Class 15 contains 27245 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 162468 members 
Mstep: Class 20 contains 11211 members 
Mstep: Class 21 contains 7025 members 
Mstep: Class 22 contains 35908 members 
Mstep: Class 23 contains 59538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618592.000000 Penalty: 85970.007812
Iteration 79Q: 26 clusters Score -9.361859e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 10282 members 
Mstep: Class 6 contains 194917 members 
Mstep: Class 7 contains 1630 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 39841 members 
Mstep: Class 12 contains 437073 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 13217 members 
Mstep: Class 15 contains 27260 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 162570 members 
Mstep: Class 20 contains 11219 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 36210 members 
Mstep: Class 23 contains 59485 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618952.000000 Penalty: 85970.007812
Iteration 80F: 26 clusters Score -9.361895e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10299 members 
Mstep: Class 6 contains 194539 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 6482 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 39841 members 
Mstep: Class 12 contains 437072 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 27275 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 162683 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 36498 members 
Mstep: Class 23 contains 59421 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619360.000000 Penalty: 85970.007812
Iteration 81Q: 26 clusters Score -9.361936e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 5731 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10331 members 
Mstep: Class 6 contains 194175 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39841 members 
Mstep: Class 12 contains 437082 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 13221 members 
Mstep: Class 15 contains 27294 members 
Mstep: Class 16 contains 3523 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8111 members 
Mstep: Class 19 contains 162773 members 
Mstep: Class 20 contains 11219 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 36773 members 
Mstep: Class 23 contains 59353 members 
Mstep: Class 24 contains 1048 members 
Mstep: Class 25 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619432.000000 Penalty: 85970.007812
Iteration 82Q: 26 clusters Score -9.361943e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10356 members 
Mstep: Class 6 contains 193840 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 14269 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39841 members 
Mstep: Class 12 contains 437092 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 27306 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8102 members 
Mstep: Class 19 contains 162847 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 37033 members 
Mstep: Class 23 contains 59282 members 
Mstep: Class 24 contains 1050 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619696.000000 Penalty: 85970.007812
Iteration 83Q: 26 clusters Score -9.36197e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 10380 members 
Mstep: Class 6 contains 193489 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6608 members 
Mstep: Class 9 contains 14265 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39843 members 
Mstep: Class 12 contains 437119 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 13237 members 
Mstep: Class 15 contains 27321 members 
Mstep: Class 16 contains 3544 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 162937 members 
Mstep: Class 20 contains 11224 members 
Mstep: Class 21 contains 7057 members 
Mstep: Class 22 contains 37280 members 
Mstep: Class 23 contains 59214 members 
Mstep: Class 24 contains 1053 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619696.000000 Penalty: 85970.007812
Iteration 84Q: 26 clusters Score -9.36197e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10395 members 
Mstep: Class 6 contains 193134 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6651 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39844 members 
Mstep: Class 12 contains 437146 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 13248 members 
Mstep: Class 15 contains 27336 members 
Mstep: Class 16 contains 3551 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8071 members 
Mstep: Class 19 contains 163033 members 
Mstep: Class 20 contains 11228 members 
Mstep: Class 21 contains 7057 members 
Mstep: Class 22 contains 37524 members 
Mstep: Class 23 contains 59159 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619952.000000 Penalty: 85970.007812
Iteration 85Q: 26 clusters Score -9.361995e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10416 members 
Mstep: Class 6 contains 192807 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 14244 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39845 members 
Mstep: Class 12 contains 437160 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 13257 members 
Mstep: Class 15 contains 27333 members 
Mstep: Class 16 contains 3554 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8069 members 
Mstep: Class 19 contains 163129 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 7060 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 59103 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620080.000000 Penalty: 85970.007812
Iteration 86Q: 26 clusters Score -9.362008e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 5731 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10438 members 
Mstep: Class 6 contains 192516 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6724 members 
Mstep: Class 9 contains 14253 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 437174 members 
Mstep: Class 13 contains 6171 members 
Mstep: Class 14 contains 13260 members 
Mstep: Class 15 contains 27336 members 
Mstep: Class 16 contains 3556 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 163206 members 
Mstep: Class 20 contains 11233 members 
Mstep: Class 21 contains 7068 members 
Mstep: Class 22 contains 37940 members 
Mstep: Class 23 contains 59048 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620088.000000 Penalty: 85970.007812
Iteration 87Q: 26 clusters Score -9.362009e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 192249 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6755 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39847 members 
Mstep: Class 12 contains 437174 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 13265 members 
Mstep: Class 15 contains 27350 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 163250 members 
Mstep: Class 20 contains 11236 members 
Mstep: Class 21 contains 7069 members 
Mstep: Class 22 contains 38132 members 
Mstep: Class 23 contains 59018 members 
Mstep: Class 24 contains 1075 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620256.000000 Penalty: 85970.007812
Iteration 88Q: 26 clusters Score -9.362026e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 10466 members 
Mstep: Class 6 contains 191978 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 14252 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39849 members 
Mstep: Class 12 contains 437184 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 13275 members 
Mstep: Class 15 contains 27361 members 
Mstep: Class 16 contains 3564 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 163298 members 
Mstep: Class 20 contains 11246 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 38329 members 
Mstep: Class 23 contains 58986 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620416.000000 Penalty: 85970.007812
Iteration 89Q: 26 clusters Score -9.362042e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10481 members 
Mstep: Class 6 contains 191688 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6803 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39854 members 
Mstep: Class 12 contains 437198 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 27368 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 163363 members 
Mstep: Class 20 contains 11258 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 38534 members 
Mstep: Class 23 contains 58951 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620480.000000 Penalty: 85970.007812
Iteration 90Q: 26 clusters Score -9.362048e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5722 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10497 members 
Mstep: Class 6 contains 191438 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39855 members 
Mstep: Class 12 contains 437210 members 
Mstep: Class 13 contains 6093 members 
Mstep: Class 14 contains 13295 members 
Mstep: Class 15 contains 27379 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 163420 members 
Mstep: Class 20 contains 11263 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 38713 members 
Mstep: Class 23 contains 58910 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620456.000000 Penalty: 85970.007812
Iteration 91Q: 26 clusters Score -9.362046e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5717 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 191231 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 14264 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39855 members 
Mstep: Class 12 contains 437219 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 13299 members 
Mstep: Class 15 contains 27386 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 163458 members 
Mstep: Class 20 contains 11273 members 
Mstep: Class 21 contains 7072 members 
Mstep: Class 22 contains 38880 members 
Mstep: Class 23 contains 58870 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620480.000000 Penalty: 85970.007812
Iteration 92Q: 26 clusters Score -9.362048e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 191024 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 6887 members 
Mstep: Class 9 contains 14272 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39856 members 
Mstep: Class 12 contains 437226 members 
Mstep: Class 13 contains 6024 members 
Mstep: Class 14 contains 13303 members 
Mstep: Class 15 contains 27384 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8012 members 
Mstep: Class 19 contains 163518 members 
Mstep: Class 20 contains 11283 members 
Mstep: Class 21 contains 7072 members 
Mstep: Class 22 contains 39020 members 
Mstep: Class 23 contains 58826 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620560.000000 Penalty: 85970.007812
Iteration 93Q: 26 clusters Score -9.362056e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10566 members 
Mstep: Class 6 contains 190824 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39857 members 
Mstep: Class 12 contains 437233 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 13306 members 
Mstep: Class 15 contains 27386 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8011 members 
Mstep: Class 19 contains 163552 members 
Mstep: Class 20 contains 11302 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 39139 members 
Mstep: Class 23 contains 58804 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620560.000000 Penalty: 85970.007812
Iteration 94Q: 26 clusters Score -9.362056e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5720 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10579 members 
Mstep: Class 6 contains 190617 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 14280 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39857 members 
Mstep: Class 12 contains 437235 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 13311 members 
Mstep: Class 15 contains 27393 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8011 members 
Mstep: Class 19 contains 163599 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 7070 members 
Mstep: Class 22 contains 39259 members 
Mstep: Class 23 contains 58787 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620680.000000 Penalty: 85970.007812
Iteration 95Q: 26 clusters Score -9.362068e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10585 members 
Mstep: Class 6 contains 190439 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 14286 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39859 members 
Mstep: Class 12 contains 437246 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 13314 members 
Mstep: Class 15 contains 27399 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 163641 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 7074 members 
Mstep: Class 22 contains 39350 members 
Mstep: Class 23 contains 58768 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620856.000000 Penalty: 85970.007812
Iteration 96Q: 26 clusters Score -9.362086e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5723 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 190290 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 437256 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 27400 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 163673 members 
Mstep: Class 20 contains 11348 members 
Mstep: Class 21 contains 7073 members 
Mstep: Class 22 contains 39427 members 
Mstep: Class 23 contains 58753 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620848.000000 Penalty: 85970.007812
Iteration 97Q: 26 clusters Score -9.362085e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 190121 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 14297 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 437256 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 13343 members 
Mstep: Class 15 contains 27408 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8004 members 
Mstep: Class 19 contains 163725 members 
Mstep: Class 20 contains 11354 members 
Mstep: Class 21 contains 7075 members 
Mstep: Class 22 contains 39516 members 
Mstep: Class 23 contains 58729 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621056.000000 Penalty: 85970.007812
Iteration 98Q: 26 clusters Score -9.362106e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10616 members 
Mstep: Class 6 contains 189972 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 437247 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 13344 members 
Mstep: Class 15 contains 27415 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 163778 members 
Mstep: Class 20 contains 11370 members 
Mstep: Class 21 contains 7075 members 
Mstep: Class 22 contains 39588 members 
Mstep: Class 23 contains 58714 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621024.000000 Penalty: 85970.007812
Iteration 99Q: 26 clusters Score -9.362102e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10622 members 
Mstep: Class 6 contains 189831 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 437250 members 
Mstep: Class 13 contains 5688 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 163824 members 
Mstep: Class 20 contains 11379 members 
Mstep: Class 21 contains 7075 members 
Mstep: Class 22 contains 39657 members 
Mstep: Class 23 contains 58698 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621184.000000 Penalty: 85970.007812
Iteration 100F: 26 clusters Score -9.362118e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10622 members 
Mstep: Class 6 contains 189679 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 14318 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39880 members 
Mstep: Class 12 contains 437256 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 27440 members 
Mstep: Class 16 contains 3653 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 163862 members 
Mstep: Class 20 contains 11385 members 
Mstep: Class 21 contains 7075 members 
Mstep: Class 22 contains 39744 members 
Mstep: Class 23 contains 58686 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621224.000000 Penalty: 85970.007812
Iteration 101Q: 26 clusters Score -9.362122e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 5721 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10617 members 
Mstep: Class 6 contains 189513 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7325 members 
Mstep: Class 9 contains 14335 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39881 members 
Mstep: Class 12 contains 437280 members 
Mstep: Class 13 contains 5531 members 
Mstep: Class 14 contains 13357 members 
Mstep: Class 15 contains 27442 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 163914 members 
Mstep: Class 20 contains 11399 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 39838 members 
Mstep: Class 23 contains 58681 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621472.000000 Penalty: 85970.007812
Iteration 102Q: 26 clusters Score -9.362147e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 5723 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10625 members 
Mstep: Class 6 contains 189333 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 14364 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39885 members 
Mstep: Class 12 contains 437291 members 
Mstep: Class 13 contains 5424 members 
Mstep: Class 14 contains 13370 members 
Mstep: Class 15 contains 27455 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7990 members 
Mstep: Class 19 contains 163963 members 
Mstep: Class 20 contains 11408 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 39926 members 
Mstep: Class 23 contains 58689 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621640.000000 Penalty: 85970.007812
Iteration 103Q: 26 clusters Score -9.362164e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 10626 members 
Mstep: Class 6 contains 189152 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7435 members 
Mstep: Class 9 contains 14403 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39886 members 
Mstep: Class 12 contains 437310 members 
Mstep: Class 13 contains 5335 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 27460 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 164003 members 
Mstep: Class 20 contains 11423 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 40023 members 
Mstep: Class 23 contains 58690 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621816.000000 Penalty: 85970.007812
Iteration 104Q: 26 clusters Score -9.362182e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 10617 members 
Mstep: Class 6 contains 188959 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39889 members 
Mstep: Class 12 contains 437321 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 13384 members 
Mstep: Class 15 contains 27470 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 164073 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 7063 members 
Mstep: Class 22 contains 40116 members 
Mstep: Class 23 contains 58683 members 
Mstep: Class 24 contains 1134 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622056.000000 Penalty: 85970.007812
Iteration 105Q: 26 clusters Score -9.362206e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 188771 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 14489 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39898 members 
Mstep: Class 12 contains 437324 members 
Mstep: Class 13 contains 5201 members 
Mstep: Class 14 contains 13391 members 
Mstep: Class 15 contains 27475 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 164148 members 
Mstep: Class 20 contains 11452 members 
Mstep: Class 21 contains 7060 members 
Mstep: Class 22 contains 40207 members 
Mstep: Class 23 contains 58668 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622304.000000 Penalty: 85970.007812
Iteration 106Q: 26 clusters Score -9.36223e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 188611 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7538 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39903 members 
Mstep: Class 12 contains 437321 members 
Mstep: Class 13 contains 5152 members 
Mstep: Class 14 contains 13398 members 
Mstep: Class 15 contains 27481 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7960 members 
Mstep: Class 19 contains 164220 members 
Mstep: Class 20 contains 11452 members 
Mstep: Class 21 contains 7059 members 
Mstep: Class 22 contains 40262 members 
Mstep: Class 23 contains 58657 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622240.000000 Penalty: 85970.007812
Iteration 107Q: 26 clusters Score -9.362224e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10599 members 
Mstep: Class 6 contains 188485 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7564 members 
Mstep: Class 9 contains 14577 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39907 members 
Mstep: Class 12 contains 437305 members 
Mstep: Class 13 contains 5124 members 
Mstep: Class 14 contains 13399 members 
Mstep: Class 15 contains 27481 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7958 members 
Mstep: Class 19 contains 164277 members 
Mstep: Class 20 contains 11459 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 40326 members 
Mstep: Class 23 contains 58634 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622360.000000 Penalty: 85970.007812
Iteration 108Q: 26 clusters Score -9.362236e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 188362 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7578 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39907 members 
Mstep: Class 12 contains 437289 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 13398 members 
Mstep: Class 15 contains 27481 members 
Mstep: Class 16 contains 3673 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 164325 members 
Mstep: Class 20 contains 11460 members 
Mstep: Class 21 contains 7060 members 
Mstep: Class 22 contains 40384 members 
Mstep: Class 23 contains 58621 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622360.000000 Penalty: 85970.007812
Iteration 109Q: 26 clusters Score -9.362236e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 188276 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 14660 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39908 members 
Mstep: Class 12 contains 437268 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 13401 members 
Mstep: Class 15 contains 27476 members 
Mstep: Class 16 contains 3675 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 164360 members 
Mstep: Class 20 contains 11467 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 40444 members 
Mstep: Class 23 contains 58610 members 
Mstep: Class 24 contains 1133 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622496.000000 Penalty: 85970.007812
Iteration 110Q: 26 clusters Score -9.36225e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10630 members 
Mstep: Class 6 contains 188182 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 14688 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39908 members 
Mstep: Class 12 contains 437258 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 13405 members 
Mstep: Class 15 contains 27474 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7963 members 
Mstep: Class 19 contains 164407 members 
Mstep: Class 20 contains 11473 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 40480 members 
Mstep: Class 23 contains 58613 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622592.000000 Penalty: 85970.007812
Iteration 111Q: 26 clusters Score -9.362259e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 188098 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39908 members 
Mstep: Class 12 contains 437243 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 13414 members 
Mstep: Class 15 contains 27478 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7966 members 
Mstep: Class 19 contains 164456 members 
Mstep: Class 20 contains 11481 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 40507 members 
Mstep: Class 23 contains 58604 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622680.000000 Penalty: 85970.007812
Iteration 112Q: 26 clusters Score -9.362268e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 10643 members 
Mstep: Class 6 contains 188030 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 14722 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39908 members 
Mstep: Class 12 contains 437244 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 13419 members 
Mstep: Class 15 contains 27487 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 164474 members 
Mstep: Class 20 contains 11496 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 40549 members 
Mstep: Class 23 contains 58596 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622664.000000 Penalty: 85970.007812
Iteration 113Q: 26 clusters Score -9.362266e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 10638 members 
Mstep: Class 6 contains 187992 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 14756 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39910 members 
Mstep: Class 12 contains 437217 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 13420 members 
Mstep: Class 15 contains 27486 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7959 members 
Mstep: Class 19 contains 164487 members 
Mstep: Class 20 contains 11525 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 40581 members 
Mstep: Class 23 contains 58603 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622784.000000 Penalty: 85970.007812
Iteration 114Q: 26 clusters Score -9.362278e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10641 members 
Mstep: Class 6 contains 187937 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 14776 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39911 members 
Mstep: Class 12 contains 437204 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 13427 members 
Mstep: Class 15 contains 27490 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7955 members 
Mstep: Class 19 contains 164506 members 
Mstep: Class 20 contains 11549 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 40605 members 
Mstep: Class 23 contains 58605 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622768.000000 Penalty: 85970.007812
Iteration 115Q: 26 clusters Score -9.362277e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5731 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 187873 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7568 members 
Mstep: Class 9 contains 14797 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39912 members 
Mstep: Class 12 contains 437192 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 13432 members 
Mstep: Class 15 contains 27487 members 
Mstep: Class 16 contains 3683 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 164547 members 
Mstep: Class 20 contains 11561 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 40624 members 
Mstep: Class 23 contains 58612 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622688.000000 Penalty: 85970.007812
Iteration 116Q: 26 clusters Score -9.362269e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187813 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7560 members 
Mstep: Class 9 contains 14819 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437168 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 13434 members 
Mstep: Class 15 contains 27489 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7942 members 
Mstep: Class 19 contains 164559 members 
Mstep: Class 20 contains 11576 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 40647 members 
Mstep: Class 23 contains 58627 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622688.000000 Penalty: 85970.007812
Iteration 117Q: 26 clusters Score -9.362269e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 10650 members 
Mstep: Class 6 contains 187761 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7560 members 
Mstep: Class 9 contains 14834 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437148 members 
Mstep: Class 13 contains 4900 members 
Mstep: Class 14 contains 13436 members 
Mstep: Class 15 contains 27490 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 164566 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 40685 members 
Mstep: Class 23 contains 58627 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622808.000000 Penalty: 85970.007812
Iteration 118Q: 26 clusters Score -9.362281e+07 nChanged 256
Entering ConstructFrom: 
Score: -93622808.000000 Penalty: 85970.007812
Entering ConstructFrom: 
Trying to split cluster 1 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -163364.843750 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -163364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -160745.078125 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -160745.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161291.796875 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -161291.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161598.625000 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -161598.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -161979.343750 Penalty: 3765.563477
	Iteration 3F: 3 clusters Score -161979.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -162441.703125 Penalty: 3765.563477
	Iteration 4F: 3 clusters Score -162441.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -162949.468750 Penalty: 3765.563477
	Iteration 5F: 3 clusters Score -162949.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -163309.859375 Penalty: 3765.563477
	Iteration 6F: 3 clusters Score -163309.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -163470.234375 Penalty: 3765.563477
	Iteration 7Q: 3 clusters Score -163470.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -163578.562500 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -163578.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -163687.656250 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -163687.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -163836.281250 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -163836.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -164046.625000 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -164046.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -164177.750000 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -164177.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -164207.828125 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -164207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -164219.406250 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -164219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -164228.812500 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -164228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -164230.265625 Penalty: 3765.563477
	Iteration 16F: 3 clusters Score -164230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -164233.812500 Penalty: 3765.563477
	Iteration 17Q: 3 clusters Score -164233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -164236.437500 Penalty: 3765.563477
	Iteration 18Q: 3 clusters Score -164236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -164238.250000 Penalty: 3765.563477
	Iteration 19Q: 3 clusters Score -164238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -164239.265625 Penalty: 3765.563477
	Iteration 20F: 3 clusters Score -164239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -164240.343750 Penalty: 3765.563477
	Iteration 21Q: 3 clusters Score -164240.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -164240.343750 Penalty: 3765.563477
	Iteration 22F: 3 clusters Score -164240.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187721 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437129 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 164573 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40715 members 
Mstep: Class 23 contains 58628 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 1530 members 
Entering Unmasked Estep 
Score: -93621840.000000 Penalty: 89408.812500
Splitting cluster 1 changes total score from -93622808.000000 to -93621840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -38912.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -38912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37432.019531 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -37432.02 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37873.355469 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -37873.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38158.382812 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -38158.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38308.597656 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -38308.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38466.851562 Penalty: 3124.278809
	Iteration 4F: 3 clusters Score -38466.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38599.195312 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -38599.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38728.320312 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -38728.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38923.750000 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -38923.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39144.125000 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -39144.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39286.316406 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -39286.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39301.078125 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -39301.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39313.289062 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -39313.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39329.445312 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -39329.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39337.300781 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -39337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39350.027344 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -39350.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39382.765625 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -39382.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39417.367188 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -39417.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39430.503906 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -39430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39433.640625 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -39433.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39435.132812 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -39435.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39439.906250 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -39439.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39569.085938 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -39569.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39642.058594 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -39642.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39653.968750 Penalty: 3124.278809
	Iteration 23Q: 3 clusters Score -39653.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -39691.457031 Penalty: 3124.278809
	Iteration 24Q: 3 clusters Score -39691.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39703.847656 Penalty: 3124.278809
	Iteration 25Q: 3 clusters Score -39703.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39705.441406 Penalty: 3124.278809
	Iteration 26Q: 3 clusters Score -39705.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39705.441406 Penalty: 3124.278809
	Iteration 27F: 3 clusters Score -39705.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187721 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437129 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 164573 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40715 members 
Mstep: Class 23 contains 58628 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 304 members 
Entering Unmasked Estep 
Score: -93621672.000000 Penalty: 89408.812500
Splitting cluster 2 changes total score from -93622808.000000 to -93621672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -531064.937500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -531064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -526114.062500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -526114.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -527273.375000 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -527273.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -527463.250000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -527463.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -527571.875000 Penalty: 4292.035156
	Iteration 3Q: 3 clusters Score -527571.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -527653.812500 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -527653.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -527715.250000 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -527715.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -527761.937500 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -527761.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -527801.250000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -527801.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -527837.562500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -527837.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -527874.437500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -527874.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -527896.500000 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -527896.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -527916.375000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -527916.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -527935.125000 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -527935.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -527950.125000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -527950.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -527958.750000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -527958.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -527968.375000 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -527968.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -527977.437500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -527977.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -527982.875000 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -527982.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -527988.937500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -527988.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -527996.625000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -527996.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -528006.125000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -528006.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -528015.250000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -528015.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -528024.750000 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -528024.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -528032.562500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -528032.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -528039.375000 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -528039.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -528044.312500 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -528044.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -528047.500000 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -528047.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -528054.125000 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -528054.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -528059.625000 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -528059.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -528065.062500 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -528065.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -528072.500000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -528072.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -528078.812500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -528078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -528083.937500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -528083.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -528089.937500 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -528089.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -528095.000000 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -528095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -528099.437500 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -528099.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -528102.812500 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -528102.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -528106.250000 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -528106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -528109.687500 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -528109.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -528115.812500 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -528115.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -528122.000000 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -528122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -528128.750000 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -528128.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -528132.187500 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -528132.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -528136.250000 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -528136.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -528141.937500 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -528141.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -528146.187500 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -528146.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -528155.312500 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -528155.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -528161.375000 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -528161.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -528168.187500 Penalty: 4292.035156
	Iteration 48Q: 3 clusters Score -528168.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -528176.437500 Penalty: 4292.035156
	Iteration 49Q: 3 clusters Score -528176.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -528190.687500 Penalty: 4292.035156
	Iteration 50Q: 3 clusters Score -528190.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -528201.437500 Penalty: 4292.035156
	Iteration 51Q: 3 clusters Score -528201.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -528219.000000 Penalty: 4292.035156
	Iteration 52Q: 3 clusters Score -528219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -528237.312500 Penalty: 4292.035156
	Iteration 53Q: 3 clusters Score -528237.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -528261.812500 Penalty: 4292.035156
	Iteration 54Q: 3 clusters Score -528261.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -528285.375000 Penalty: 4292.035156
	Iteration 55Q: 3 clusters Score -528285.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -528314.312500 Penalty: 4292.035156
	Iteration 56Q: 3 clusters Score -528314.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -528346.375000 Penalty: 4292.035156
	Iteration 57Q: 3 clusters Score -528346.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -528382.937500 Penalty: 4292.035156
	Iteration 58Q: 3 clusters Score -528382.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -528425.062500 Penalty: 4292.035156
	Iteration 59Q: 3 clusters Score -528425.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -528467.312500 Penalty: 4292.035156
	Iteration 60F: 3 clusters Score -528467.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -528509.187500 Penalty: 4292.035156
	Iteration 61Q: 3 clusters Score -528509.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -528552.062500 Penalty: 4292.035156
	Iteration 62Q: 3 clusters Score -528552.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -528592.000000 Penalty: 4292.035156
	Iteration 63Q: 3 clusters Score -528592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -528635.437500 Penalty: 4292.035156
	Iteration 64Q: 3 clusters Score -528635.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -528675.812500 Penalty: 4292.035156
	Iteration 65Q: 3 clusters Score -528675.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -528717.812500 Penalty: 4292.035156
	Iteration 66Q: 3 clusters Score -528717.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -528750.937500 Penalty: 4292.035156
	Iteration 67Q: 3 clusters Score -528750.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -528779.437500 Penalty: 4292.035156
	Iteration 68Q: 3 clusters Score -528779.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -528806.625000 Penalty: 4292.035156
	Iteration 69Q: 3 clusters Score -528806.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -528836.875000 Penalty: 4292.035156
	Iteration 70Q: 3 clusters Score -528836.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -528860.937500 Penalty: 4292.035156
	Iteration 71Q: 3 clusters Score -528860.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -528885.312500 Penalty: 4292.035156
	Iteration 72Q: 3 clusters Score -528885.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -528903.250000 Penalty: 4292.035156
	Iteration 73Q: 3 clusters Score -528903.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -528924.437500 Penalty: 4292.035156
	Iteration 74Q: 3 clusters Score -528924.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -528936.687500 Penalty: 4292.035156
	Iteration 75Q: 3 clusters Score -528936.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -528954.437500 Penalty: 4292.035156
	Iteration 76Q: 3 clusters Score -528954.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -528973.250000 Penalty: 4292.035156
	Iteration 77Q: 3 clusters Score -528973.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -528987.750000 Penalty: 4292.035156
	Iteration 78Q: 3 clusters Score -528987.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -529001.062500 Penalty: 4292.035156
	Iteration 79Q: 3 clusters Score -529001.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -529011.937500 Penalty: 4292.035156
	Iteration 80F: 3 clusters Score -529011.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -529025.250000 Penalty: 4292.035156
	Iteration 81Q: 3 clusters Score -529025.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -529041.125000 Penalty: 4292.035156
	Iteration 82Q: 3 clusters Score -529041.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -529053.687500 Penalty: 4292.035156
	Iteration 83Q: 3 clusters Score -529053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -529070.562500 Penalty: 4292.035156
	Iteration 84Q: 3 clusters Score -529070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -529079.312500 Penalty: 4292.035156
	Iteration 85Q: 3 clusters Score -529079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -529088.937500 Penalty: 4292.035156
	Iteration 86Q: 3 clusters Score -529088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -529099.250000 Penalty: 4292.035156
	Iteration 87Q: 3 clusters Score -529099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -529106.375000 Penalty: 4292.035156
	Iteration 88Q: 3 clusters Score -529106.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -529115.437500 Penalty: 4292.035156
	Iteration 89Q: 3 clusters Score -529115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -529124.937500 Penalty: 4292.035156
	Iteration 90Q: 3 clusters Score -529124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -529132.062500 Penalty: 4292.035156
	Iteration 91Q: 3 clusters Score -529132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -529139.312500 Penalty: 4292.035156
	Iteration 92Q: 3 clusters Score -529139.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -529145.250000 Penalty: 4292.035156
	Iteration 93Q: 3 clusters Score -529145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -529150.625000 Penalty: 4292.035156
	Iteration 94Q: 3 clusters Score -529150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -529153.625000 Penalty: 4292.035156
	Iteration 95Q: 3 clusters Score -529153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -529157.125000 Penalty: 4292.035156
	Iteration 96Q: 3 clusters Score -529157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -529159.500000 Penalty: 4292.035156
	Iteration 97Q: 3 clusters Score -529159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -529163.375000 Penalty: 4292.035156
	Iteration 98Q: 3 clusters Score -529163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -529165.062500 Penalty: 4292.035156
	Iteration 99Q: 3 clusters Score -529165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -529165.062500 Penalty: 4292.035156
	Iteration 100F: 3 clusters Score -529165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -29309.228516 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -29309.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27973.207031 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -27973.21 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28198.761719 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -28198.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28300.072266 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -28300.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28363.539062 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -28363.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28464.839844 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -28464.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28539.119141 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -28539.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28595.339844 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -28595.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28651.585938 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -28651.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28679.523438 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -28679.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28686.884766 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -28686.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28695.822266 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -28695.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28697.033203 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -28697.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28702.351562 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -28702.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28710.787109 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -28710.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28724.802734 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -28724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28739.037109 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -28739.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28771.197266 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -28771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28777.957031 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -28777.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28779.599609 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -28779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28779.599609 Penalty: 2995.966309
	Iteration 19F: 3 clusters Score -28779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Entering Unmasked Estep 
Score: -903965.062500 Penalty: 2299.921875
	Iteration 0F: 2 clusters Score -903965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -895834.500000 Penalty: 4599.843750
	Iteration 0F: 3 clusters Score -895834.5 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -898240.250000 Penalty: 4599.843750
	Iteration 1F: 3 clusters Score -898240.2 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -898621.437500 Penalty: 4599.843750
	Iteration 2F: 3 clusters Score -898621.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -898895.312500 Penalty: 4599.843750
	Iteration 3F: 3 clusters Score -898895.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -899115.375000 Penalty: 4599.843750
	Iteration 4Q: 3 clusters Score -899115.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -899317.687500 Penalty: 4599.843750
	Iteration 5Q: 3 clusters Score -899317.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -899517.937500 Penalty: 4599.843750
	Iteration 6Q: 3 clusters Score -899517.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -899720.375000 Penalty: 4599.843750
	Iteration 7Q: 3 clusters Score -899720.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -899952.000000 Penalty: 4599.843750
	Iteration 8Q: 3 clusters Score -899952 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -900228.000000 Penalty: 4599.843750
	Iteration 9Q: 3 clusters Score -900228 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -900533.625000 Penalty: 4599.843750
	Iteration 10Q: 3 clusters Score -900533.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -900830.250000 Penalty: 4599.843750
	Iteration 11Q: 3 clusters Score -900830.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -901130.875000 Penalty: 4599.843750
	Iteration 12Q: 3 clusters Score -901130.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -901378.687500 Penalty: 4599.843750
	Iteration 13Q: 3 clusters Score -901378.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -901578.437500 Penalty: 4599.843750
	Iteration 14Q: 3 clusters Score -901578.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -901721.312500 Penalty: 4599.843750
	Iteration 15Q: 3 clusters Score -901721.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -901840.187500 Penalty: 4599.843750
	Iteration 16Q: 3 clusters Score -901840.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -901905.750000 Penalty: 4599.843750
	Iteration 17Q: 3 clusters Score -901905.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -901950.625000 Penalty: 4599.843750
	Iteration 18Q: 3 clusters Score -901950.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -901987.437500 Penalty: 4599.843750
	Iteration 19Q: 3 clusters Score -901987.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -902009.937500 Penalty: 4599.843750
	Iteration 20F: 3 clusters Score -902009.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -902030.312500 Penalty: 4599.843750
	Iteration 21Q: 3 clusters Score -902030.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -902047.187500 Penalty: 4599.843750
	Iteration 22Q: 3 clusters Score -902047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -902053.875000 Penalty: 4599.843750
	Iteration 23Q: 3 clusters Score -902053.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -902068.187500 Penalty: 4599.843750
	Iteration 24Q: 3 clusters Score -902068.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -902078.625000 Penalty: 4599.843750
	Iteration 25Q: 3 clusters Score -902078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -902085.250000 Penalty: 4599.843750
	Iteration 26Q: 3 clusters Score -902085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -902096.312500 Penalty: 4599.843750
	Iteration 27Q: 3 clusters Score -902096.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -902102.625000 Penalty: 4599.843750
	Iteration 28Q: 3 clusters Score -902102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -902111.250000 Penalty: 4599.843750
	Iteration 29Q: 3 clusters Score -902111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -902122.125000 Penalty: 4599.843750
	Iteration 30Q: 3 clusters Score -902122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -902127.125000 Penalty: 4599.843750
	Iteration 31Q: 3 clusters Score -902127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -902130.125000 Penalty: 4599.843750
	Iteration 32Q: 3 clusters Score -902130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -902131.500000 Penalty: 4599.843750
	Iteration 33Q: 3 clusters Score -902131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -902132.312500 Penalty: 4599.843750
	Iteration 34Q: 3 clusters Score -902132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -902133.625000 Penalty: 4599.843750
	Iteration 35Q: 3 clusters Score -902133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -902136.437500 Penalty: 4599.843750
	Iteration 36Q: 3 clusters Score -902136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -902138.687500 Penalty: 4599.843750
	Iteration 37Q: 3 clusters Score -902138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -902140.000000 Penalty: 4599.843750
	Iteration 38Q: 3 clusters Score -902140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -902141.500000 Penalty: 4599.843750
	Iteration 39Q: 3 clusters Score -902141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -902142.312500 Penalty: 4599.843750
	Iteration 40F: 3 clusters Score -902142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -902142.937500 Penalty: 4599.843750
	Iteration 41Q: 3 clusters Score -902142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -902144.062500 Penalty: 4599.843750
	Iteration 42Q: 3 clusters Score -902144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -902144.812500 Penalty: 4599.843750
	Iteration 43Q: 3 clusters Score -902144.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -902144.812500 Penalty: 4599.843750
	Iteration 44F: 3 clusters Score -902144.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (187721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187721 members 
Entering Unmasked Estep 
Score: -17140850.000000 Penalty: 3011.392578
	Iteration 0F: 2 clusters Score -1.714085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -17014820.000000 Penalty: 6022.785156
	Iteration 0F: 3 clusters Score -1.701482e+07 nChanged 90608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -17068156.000000 Penalty: 6022.785156
	Iteration 1F: 3 clusters Score -1.706816e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -17070020.000000 Penalty: 6022.785156
	Iteration 2Q: 3 clusters Score -1.707002e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -17073004.000000 Penalty: 6022.785156
	Iteration 3Q: 3 clusters Score -1.7073e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119163 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -17078072.000000 Penalty: 6022.785156
	Iteration 4F: 3 clusters Score -1.707807e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131424 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -17086634.000000 Penalty: 6022.785156
	Iteration 5F: 3 clusters Score -1.708663e+07 nChanged 15668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -17099712.000000 Penalty: 6022.785156
	Iteration 6F: 3 clusters Score -1.709971e+07 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162226 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -17114512.000000 Penalty: 6022.785156
	Iteration 7F: 3 clusters Score -1.711451e+07 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174748 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -17126864.000000 Penalty: 6022.785156
	Iteration 8F: 3 clusters Score -1.712686e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182060 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -17133540.000000 Penalty: 6022.785156
	Iteration 9Q: 3 clusters Score -1.713354e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185440 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -17136532.000000 Penalty: 6022.785156
	Iteration 10Q: 3 clusters Score -1.713653e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186672 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17137538.000000 Penalty: 6022.785156
	Iteration 11Q: 3 clusters Score -1.713754e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187098 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17137910.000000 Penalty: 6022.785156
	Iteration 12Q: 3 clusters Score -1.713791e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17138052.000000 Penalty: 6022.785156
	Iteration 13Q: 3 clusters Score -1.713805e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187291 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -17138136.000000 Penalty: 6022.785156
	Iteration 14Q: 3 clusters Score -1.713814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187313 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -17138176.000000 Penalty: 6022.785156
	Iteration 15Q: 3 clusters Score -1.713818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187325 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -17138210.000000 Penalty: 6022.785156
	Iteration 16Q: 3 clusters Score -1.713821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187335 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -17138226.000000 Penalty: 6022.785156
	Iteration 17Q: 3 clusters Score -1.713823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187347 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17138248.000000 Penalty: 6022.785156
	Iteration 18Q: 3 clusters Score -1.713825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187354 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -17138254.000000 Penalty: 6022.785156
	Iteration 19Q: 3 clusters Score -1.713825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187361 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -17138262.000000 Penalty: 6022.785156
	Iteration 20F: 3 clusters Score -1.713826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187363 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -17138278.000000 Penalty: 6022.785156
	Iteration 21Q: 3 clusters Score -1.713828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187362 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17138280.000000 Penalty: 6022.785156
	Iteration 22Q: 3 clusters Score -1.713828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187360 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -17138276.000000 Penalty: 6022.785156
	Iteration 23Q: 3 clusters Score -1.713828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187361 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -17138276.000000 Penalty: 6022.785156
	Iteration 24Q: 3 clusters Score -1.713828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187362 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17138274.000000 Penalty: 6022.785156
	Iteration 25Q: 3 clusters Score -1.713827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187363 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -17138268.000000 Penalty: 6022.785156
	Iteration 26Q: 3 clusters Score -1.713827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -17138266.000000 Penalty: 6022.785156
	Iteration 27Q: 3 clusters Score -1.713827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -17138266.000000 Penalty: 6022.785156
	Iteration 28F: 3 clusters Score -1.713827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -134098.187500 Penalty: 1833.070923
	Iteration 0F: 2 clusters Score -134098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -131762.359375 Penalty: 3666.141846
	Iteration 0F: 3 clusters Score -131762.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -132375.781250 Penalty: 3666.141846
	Iteration 1F: 3 clusters Score -132375.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -132786.375000 Penalty: 3666.141846
	Iteration 2F: 3 clusters Score -132786.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -133109.765625 Penalty: 3666.141846
	Iteration 3F: 3 clusters Score -133109.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -133284.328125 Penalty: 3666.141846
	Iteration 4F: 3 clusters Score -133284.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -133402.468750 Penalty: 3666.141846
	Iteration 5Q: 3 clusters Score -133402.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -133488.296875 Penalty: 3666.141846
	Iteration 6Q: 3 clusters Score -133488.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -133554.921875 Penalty: 3666.141846
	Iteration 7Q: 3 clusters Score -133554.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -133596.078125 Penalty: 3666.141846
	Iteration 8Q: 3 clusters Score -133596.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -133614.765625 Penalty: 3666.141846
	Iteration 9Q: 3 clusters Score -133614.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -133628.437500 Penalty: 3666.141846
	Iteration 10Q: 3 clusters Score -133628.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -133635.812500 Penalty: 3666.141846
	Iteration 11Q: 3 clusters Score -133635.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -133645.031250 Penalty: 3666.141846
	Iteration 12Q: 3 clusters Score -133645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -133656.312500 Penalty: 3666.141846
	Iteration 13Q: 3 clusters Score -133656.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -133673.359375 Penalty: 3666.141846
	Iteration 14Q: 3 clusters Score -133673.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -133683.593750 Penalty: 3666.141846
	Iteration 15Q: 3 clusters Score -133683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -133689.921875 Penalty: 3666.141846
	Iteration 16Q: 3 clusters Score -133689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -133693.812500 Penalty: 3666.141846
	Iteration 17Q: 3 clusters Score -133693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -133695.515625 Penalty: 3666.141846
	Iteration 18Q: 3 clusters Score -133695.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -133695.515625 Penalty: 3666.141846
	Iteration 19F: 3 clusters Score -133695.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Entering Unmasked Estep 
Score: -649488.125000 Penalty: 2214.631348
	Iteration 0F: 2 clusters Score -649488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -643336.937500 Penalty: 4429.262695
	Iteration 0F: 3 clusters Score -643336.9 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -644965.625000 Penalty: 4429.262695
	Iteration 1F: 3 clusters Score -644965.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -645297.062500 Penalty: 4429.262695
	Iteration 2F: 3 clusters Score -645297.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -645542.812500 Penalty: 4429.262695
	Iteration 3F: 3 clusters Score -645542.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -645736.250000 Penalty: 4429.262695
	Iteration 4Q: 3 clusters Score -645736.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -645902.000000 Penalty: 4429.262695
	Iteration 5Q: 3 clusters Score -645902 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -646062.125000 Penalty: 4429.262695
	Iteration 6Q: 3 clusters Score -646062.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -646225.125000 Penalty: 4429.262695
	Iteration 7Q: 3 clusters Score -646225.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -646429.875000 Penalty: 4429.262695
	Iteration 8Q: 3 clusters Score -646429.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -646683.125000 Penalty: 4429.262695
	Iteration 9Q: 3 clusters Score -646683.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -646976.062500 Penalty: 4429.262695
	Iteration 10Q: 3 clusters Score -646976.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -647258.125000 Penalty: 4429.262695
	Iteration 11Q: 3 clusters Score -647258.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -647558.812500 Penalty: 4429.262695
	Iteration 12Q: 3 clusters Score -647558.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -647812.937500 Penalty: 4429.262695
	Iteration 13Q: 3 clusters Score -647812.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -647964.500000 Penalty: 4429.262695
	Iteration 14Q: 3 clusters Score -647964.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -648097.125000 Penalty: 4429.262695
	Iteration 15Q: 3 clusters Score -648097.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -648214.750000 Penalty: 4429.262695
	Iteration 16Q: 3 clusters Score -648214.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -648327.625000 Penalty: 4429.262695
	Iteration 17Q: 3 clusters Score -648327.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -648444.312500 Penalty: 4429.262695
	Iteration 18Q: 3 clusters Score -648444.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -648543.812500 Penalty: 4429.262695
	Iteration 19Q: 3 clusters Score -648543.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -648639.687500 Penalty: 4429.262695
	Iteration 20F: 3 clusters Score -648639.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -648745.000000 Penalty: 4429.262695
	Iteration 21Q: 3 clusters Score -648745 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -648842.750000 Penalty: 4429.262695
	Iteration 22Q: 3 clusters Score -648842.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -648934.500000 Penalty: 4429.262695
	Iteration 23Q: 3 clusters Score -648934.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -649044.375000 Penalty: 4429.262695
	Iteration 24Q: 3 clusters Score -649044.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -649185.687500 Penalty: 4429.262695
	Iteration 25Q: 3 clusters Score -649185.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -649330.812500 Penalty: 4429.262695
	Iteration 26Q: 3 clusters Score -649330.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -649424.187500 Penalty: 4429.262695
	Iteration 27Q: 3 clusters Score -649424.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -649507.375000 Penalty: 4429.262695
	Iteration 28Q: 3 clusters Score -649507.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -649562.437500 Penalty: 4429.262695
	Iteration 29Q: 3 clusters Score -649562.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -649598.875000 Penalty: 4429.262695
	Iteration 30Q: 3 clusters Score -649598.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -649620.312500 Penalty: 4429.262695
	Iteration 31Q: 3 clusters Score -649620.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -649630.812500 Penalty: 4429.262695
	Iteration 32Q: 3 clusters Score -649630.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -649638.250000 Penalty: 4429.262695
	Iteration 33Q: 3 clusters Score -649638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -649643.250000 Penalty: 4429.262695
	Iteration 34Q: 3 clusters Score -649643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -649646.375000 Penalty: 4429.262695
	Iteration 35Q: 3 clusters Score -649646.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -649649.375000 Penalty: 4429.262695
	Iteration 36Q: 3 clusters Score -649649.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -649654.250000 Penalty: 4429.262695
	Iteration 37Q: 3 clusters Score -649654.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -649654.625000 Penalty: 4429.262695
	Iteration 38Q: 3 clusters Score -649654.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -649659.562500 Penalty: 4429.262695
	Iteration 39Q: 3 clusters Score -649659.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -649663.750000 Penalty: 4429.262695
	Iteration 40F: 3 clusters Score -649663.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -649664.125000 Penalty: 4429.262695
	Iteration 41Q: 3 clusters Score -649664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -649666.687500 Penalty: 4429.262695
	Iteration 42Q: 3 clusters Score -649666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -649668.000000 Penalty: 4429.262695
	Iteration 43Q: 3 clusters Score -649668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -649668.125000 Penalty: 4429.262695
	Iteration 44Q: 3 clusters Score -649668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -649668.000000 Penalty: 4429.262695
	Iteration 45Q: 3 clusters Score -649668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -649668.687500 Penalty: 4429.262695
	Iteration 46Q: 3 clusters Score -649668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -649668.812500 Penalty: 4429.262695
	Iteration 47Q: 3 clusters Score -649668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -649669.375000 Penalty: 4429.262695
	Iteration 48Q: 3 clusters Score -649669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -649671.000000 Penalty: 4429.262695
	Iteration 49Q: 3 clusters Score -649671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -649670.875000 Penalty: 4429.262695
	Iteration 50Q: 3 clusters Score -649670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -649670.875000 Penalty: 4429.262695
	Iteration 51F: 3 clusters Score -649670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187721 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437129 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 164573 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40715 members 
Mstep: Class 23 contains 58628 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 4584 members 
Entering Unmasked Estep 
Score: -93621976.000000 Penalty: 89408.812500
Splitting cluster 8 changes total score from -93622808.000000 to -93621976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (14840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Entering Unmasked Estep 
Score: -1266678.250000 Penalty: 2382.060303
	Iteration 0F: 2 clusters Score -1266678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1255889.750000 Penalty: 4764.120605
	Iteration 0F: 3 clusters Score -1255890 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1259389.500000 Penalty: 4764.120605
	Iteration 1F: 3 clusters Score -1259390 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1259760.625000 Penalty: 4764.120605
	Iteration 2F: 3 clusters Score -1259761 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1260053.625000 Penalty: 4764.120605
	Iteration 3Q: 3 clusters Score -1260054 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1260334.375000 Penalty: 4764.120605
	Iteration 4Q: 3 clusters Score -1260334 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1260649.625000 Penalty: 4764.120605
	Iteration 5Q: 3 clusters Score -1260650 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1261028.375000 Penalty: 4764.120605
	Iteration 6Q: 3 clusters Score -1261028 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1261520.125000 Penalty: 4764.120605
	Iteration 7F: 3 clusters Score -1261520 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1262116.875000 Penalty: 4764.120605
	Iteration 8F: 3 clusters Score -1262117 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1262863.125000 Penalty: 4764.120605
	Iteration 9F: 3 clusters Score -1262863 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1263535.750000 Penalty: 4764.120605
	Iteration 10F: 3 clusters Score -1263536 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1264027.125000 Penalty: 4764.120605
	Iteration 11Q: 3 clusters Score -1264027 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1264340.000000 Penalty: 4764.120605
	Iteration 12Q: 3 clusters Score -1264340 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1264530.375000 Penalty: 4764.120605
	Iteration 13Q: 3 clusters Score -1264530 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1264624.750000 Penalty: 4764.120605
	Iteration 14Q: 3 clusters Score -1264625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1264666.000000 Penalty: 4764.120605
	Iteration 15Q: 3 clusters Score -1264666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1264698.875000 Penalty: 4764.120605
	Iteration 16Q: 3 clusters Score -1264699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1264722.125000 Penalty: 4764.120605
	Iteration 17Q: 3 clusters Score -1264722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1264737.500000 Penalty: 4764.120605
	Iteration 18Q: 3 clusters Score -1264738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1264754.625000 Penalty: 4764.120605
	Iteration 19Q: 3 clusters Score -1264755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1264761.875000 Penalty: 4764.120605
	Iteration 20F: 3 clusters Score -1264762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1264765.625000 Penalty: 4764.120605
	Iteration 21Q: 3 clusters Score -1264766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1264769.000000 Penalty: 4764.120605
	Iteration 22Q: 3 clusters Score -1264769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1264770.500000 Penalty: 4764.120605
	Iteration 23Q: 3 clusters Score -1264770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1264771.500000 Penalty: 4764.120605
	Iteration 24Q: 3 clusters Score -1264772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1264772.250000 Penalty: 4764.120605
	Iteration 25Q: 3 clusters Score -1264772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1264772.750000 Penalty: 4764.120605
	Iteration 26Q: 3 clusters Score -1264773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1264774.250000 Penalty: 4764.120605
	Iteration 27Q: 3 clusters Score -1264774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1264776.125000 Penalty: 4764.120605
	Iteration 28Q: 3 clusters Score -1264776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1264776.125000 Penalty: 4764.120605
	Iteration 29F: 3 clusters Score -1264776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -90892.046875 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -90892.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88889.476562 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -88889.48 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89376.382812 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -89376.38 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -89708.414062 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -89708.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89901.359375 Penalty: 3481.127197
	Iteration 3F: 3 clusters Score -89901.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -90119.695312 Penalty: 3481.127197
	Iteration 4F: 3 clusters Score -90119.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -90355.937500 Penalty: 3481.127197
	Iteration 5F: 3 clusters Score -90355.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -90493.875000 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -90493.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90659.921875 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -90659.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -90888.226562 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -90888.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -91116.648438 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -91116.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -91207.554688 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -91207.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -91251.875000 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -91251.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -91270.281250 Penalty: 3481.127197
	Iteration 12Q: 3 clusters Score -91270.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91281.007812 Penalty: 3481.127197
	Iteration 13Q: 3 clusters Score -91281.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -91291.289062 Penalty: 3481.127197
	Iteration 14Q: 3 clusters Score -91291.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91301.078125 Penalty: 3481.127197
	Iteration 15Q: 3 clusters Score -91301.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -91309.140625 Penalty: 3481.127197
	Iteration 16Q: 3 clusters Score -91309.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91315.796875 Penalty: 3481.127197
	Iteration 17Q: 3 clusters Score -91315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91320.132812 Penalty: 3481.127197
	Iteration 18Q: 3 clusters Score -91320.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91320.507812 Penalty: 3481.127197
	Iteration 19Q: 3 clusters Score -91320.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91321.390625 Penalty: 3481.127197
	Iteration 20F: 3 clusters Score -91321.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91326.476562 Penalty: 3481.127197
	Iteration 21Q: 3 clusters Score -91326.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91326.476562 Penalty: 3481.127197
	Iteration 22F: 3 clusters Score -91326.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187721 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437129 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 164573 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40715 members 
Mstep: Class 23 contains 58628 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 514 members 
Entering Unmasked Estep 
Score: -93621584.000000 Penalty: 89408.812500
Splitting cluster 10 changes total score from -93622808.000000 to -93621584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (39913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Entering Unmasked Estep 
Score: -3751482.250000 Penalty: 2627.425537
	Iteration 0F: 2 clusters Score -3751482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3724470.500000 Penalty: 5254.851074
	Iteration 0F: 3 clusters Score -3724470 nChanged 18295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3734815.250000 Penalty: 5254.851074
	Iteration 1F: 3 clusters Score -3734815 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3736052.250000 Penalty: 5254.851074
	Iteration 2F: 3 clusters Score -3736052 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -3738086.750000 Penalty: 5254.851074
	Iteration 3F: 3 clusters Score -3738087 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3741166.250000 Penalty: 5254.851074
	Iteration 4F: 3 clusters Score -3741166 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3744249.250000 Penalty: 5254.851074
	Iteration 5F: 3 clusters Score -3744249 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3746132.250000 Penalty: 5254.851074
	Iteration 6F: 3 clusters Score -3746132 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3746950.750000 Penalty: 5254.851074
	Iteration 7Q: 3 clusters Score -3746951 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3747297.250000 Penalty: 5254.851074
	Iteration 8Q: 3 clusters Score -3747297 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3747456.250000 Penalty: 5254.851074
	Iteration 9Q: 3 clusters Score -3747456 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3747559.750000 Penalty: 5254.851074
	Iteration 10Q: 3 clusters Score -3747560 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3747628.500000 Penalty: 5254.851074
	Iteration 11Q: 3 clusters Score -3747628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3747695.500000 Penalty: 5254.851074
	Iteration 12Q: 3 clusters Score -3747696 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3747740.000000 Penalty: 5254.851074
	Iteration 13Q: 3 clusters Score -3747740 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3747756.000000 Penalty: 5254.851074
	Iteration 14Q: 3 clusters Score -3747756 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3747783.500000 Penalty: 5254.851074
	Iteration 15Q: 3 clusters Score -3747784 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3747826.500000 Penalty: 5254.851074
	Iteration 16Q: 3 clusters Score -3747826 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3747856.750000 Penalty: 5254.851074
	Iteration 17Q: 3 clusters Score -3747857 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3747903.750000 Penalty: 5254.851074
	Iteration 18Q: 3 clusters Score -3747904 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3747947.250000 Penalty: 5254.851074
	Iteration 19Q: 3 clusters Score -3747947 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -3748014.000000 Penalty: 5254.851074
	Iteration 20F: 3 clusters Score -3748014 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3748072.000000 Penalty: 5254.851074
	Iteration 21Q: 3 clusters Score -3748072 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -3748102.250000 Penalty: 5254.851074
	Iteration 22Q: 3 clusters Score -3748102 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3748151.500000 Penalty: 5254.851074
	Iteration 23Q: 3 clusters Score -3748152 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3748220.000000 Penalty: 5254.851074
	Iteration 24Q: 3 clusters Score -3748220 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3748291.250000 Penalty: 5254.851074
	Iteration 25Q: 3 clusters Score -3748291 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3748364.750000 Penalty: 5254.851074
	Iteration 26Q: 3 clusters Score -3748365 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3748436.250000 Penalty: 5254.851074
	Iteration 27Q: 3 clusters Score -3748436 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3748526.000000 Penalty: 5254.851074
	Iteration 28Q: 3 clusters Score -3748526 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -3748601.250000 Penalty: 5254.851074
	Iteration 29Q: 3 clusters Score -3748601 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -3748709.250000 Penalty: 5254.851074
	Iteration 30Q: 3 clusters Score -3748709 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -3748829.250000 Penalty: 5254.851074
	Iteration 31Q: 3 clusters Score -3748829 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -3748953.000000 Penalty: 5254.851074
	Iteration 32Q: 3 clusters Score -3748953 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -3749077.750000 Penalty: 5254.851074
	Iteration 33Q: 3 clusters Score -3749078 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3749238.750000 Penalty: 5254.851074
	Iteration 34Q: 3 clusters Score -3749239 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3749440.750000 Penalty: 5254.851074
	Iteration 35Q: 3 clusters Score -3749441 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -3749628.000000 Penalty: 5254.851074
	Iteration 36Q: 3 clusters Score -3749628 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -3749767.000000 Penalty: 5254.851074
	Iteration 37Q: 3 clusters Score -3749767 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -3749888.750000 Penalty: 5254.851074
	Iteration 38Q: 3 clusters Score -3749889 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -3749970.500000 Penalty: 5254.851074
	Iteration 39Q: 3 clusters Score -3749970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -3750016.000000 Penalty: 5254.851074
	Iteration 40F: 3 clusters Score -3750016 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3750064.750000 Penalty: 5254.851074
	Iteration 41Q: 3 clusters Score -3750065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3750095.500000 Penalty: 5254.851074
	Iteration 42Q: 3 clusters Score -3750096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -3750132.750000 Penalty: 5254.851074
	Iteration 43Q: 3 clusters Score -3750133 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -3750158.750000 Penalty: 5254.851074
	Iteration 44Q: 3 clusters Score -3750159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -3750177.500000 Penalty: 5254.851074
	Iteration 45Q: 3 clusters Score -3750178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -3750201.750000 Penalty: 5254.851074
	Iteration 46Q: 3 clusters Score -3750202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -3750223.500000 Penalty: 5254.851074
	Iteration 47Q: 3 clusters Score -3750224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -3750240.500000 Penalty: 5254.851074
	Iteration 48Q: 3 clusters Score -3750240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -3750250.000000 Penalty: 5254.851074
	Iteration 49Q: 3 clusters Score -3750250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -3750246.500000 Penalty: 5254.851074
	Iteration 50Q: 3 clusters Score -3750246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -3750255.500000 Penalty: 5254.851074
	Iteration 51Q: 3 clusters Score -3750256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -3750267.750000 Penalty: 5254.851074
	Iteration 52Q: 3 clusters Score -3750268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -3750270.500000 Penalty: 5254.851074
	Iteration 53Q: 3 clusters Score -3750270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -3750272.750000 Penalty: 5254.851074
	Iteration 54Q: 3 clusters Score -3750273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -3750273.750000 Penalty: 5254.851074
	Iteration 55Q: 3 clusters Score -3750274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -3750279.250000 Penalty: 5254.851074
	Iteration 56Q: 3 clusters Score -3750279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -3750288.750000 Penalty: 5254.851074
	Iteration 57Q: 3 clusters Score -3750289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -3750289.000000 Penalty: 5254.851074
	Iteration 58Q: 3 clusters Score -3750289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -3750282.000000 Penalty: 5254.851074
	Iteration 59Q: 3 clusters Score -3750282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -3750286.500000 Penalty: 5254.851074
	Iteration 60F: 3 clusters Score -3750286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -3750286.750000 Penalty: 5254.851074
	Iteration 61Q: 3 clusters Score -3750287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -3750286.750000 Penalty: 5254.851074
	Iteration 62F: 3 clusters Score -3750287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (437129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437129 members 
Entering Unmasked Estep 
Score: -40178764.000000 Penalty: 3221.020020
	Iteration 0F: 2 clusters Score -4.017876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218097 members 
Mstep: Class 2 contains 219032 members 
Entering Unmasked Estep 
Score: -39883980.000000 Penalty: 6442.040039
	Iteration 0F: 3 clusters Score -3.988398e+07 nChanged 212818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209233 members 
Mstep: Class 2 contains 227896 members 
Entering Unmasked Estep 
Score: -40010600.000000 Penalty: 6442.040039
	Iteration 1F: 3 clusters Score -4.00106e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202301 members 
Mstep: Class 2 contains 234828 members 
Entering Unmasked Estep 
Score: -40013260.000000 Penalty: 6442.040039
	Iteration 2Q: 3 clusters Score -4.001326e+07 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190764 members 
Mstep: Class 2 contains 246365 members 
Entering Unmasked Estep 
Score: -40017896.000000 Penalty: 6442.040039
	Iteration 3Q: 3 clusters Score -4.00179e+07 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172279 members 
Mstep: Class 2 contains 264850 members 
Entering Unmasked Estep 
Score: -40026996.000000 Penalty: 6442.040039
	Iteration 4Q: 3 clusters Score -4.0027e+07 nChanged 29375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144212 members 
Mstep: Class 2 contains 292917 members 
Entering Unmasked Estep 
Score: -40045248.000000 Penalty: 6442.040039
	Iteration 5F: 3 clusters Score -4.004525e+07 nChanged 38730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 330713 members 
Entering Unmasked Estep 
Score: -40076872.000000 Penalty: 6442.040039
	Iteration 6F: 3 clusters Score -4.007687e+07 nChanged 40834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 370933 members 
Entering Unmasked Estep 
Score: -40114740.000000 Penalty: 6442.040039
	Iteration 7F: 3 clusters Score -4.011474e+07 nChanged 31882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 402625 members 
Entering Unmasked Estep 
Score: -40145308.000000 Penalty: 6442.040039
	Iteration 8F: 3 clusters Score -4.014531e+07 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 421537 members 
Entering Unmasked Estep 
Score: -40162572.000000 Penalty: 6442.040039
	Iteration 9Q: 3 clusters Score -4.016257e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 430932 members 
Entering Unmasked Estep 
Score: -40170540.000000 Penalty: 6442.040039
	Iteration 10Q: 3 clusters Score -4.017054e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 434796 members 
Entering Unmasked Estep 
Score: -40174140.000000 Penalty: 6442.040039
	Iteration 11Q: 3 clusters Score -4.017414e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 436110 members 
Entering Unmasked Estep 
Score: -40175356.000000 Penalty: 6442.040039
	Iteration 12Q: 3 clusters Score -4.017536e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 436493 members 
Entering Unmasked Estep 
Score: -40175816.000000 Penalty: 6442.040039
	Iteration 13Q: 3 clusters Score -4.017582e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 436585 members 
Entering Unmasked Estep 
Score: -40175936.000000 Penalty: 6442.040039
	Iteration 14Q: 3 clusters Score -4.017594e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 436635 members 
Entering Unmasked Estep 
Score: -40176004.000000 Penalty: 6442.040039
	Iteration 15Q: 3 clusters Score -4.0176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 436662 members 
Entering Unmasked Estep 
Score: -40176100.000000 Penalty: 6442.040039
	Iteration 16Q: 3 clusters Score -4.01761e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 436679 members 
Entering Unmasked Estep 
Score: -40176088.000000 Penalty: 6442.040039
	Iteration 17Q: 3 clusters Score -4.017609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 436692 members 
Entering Unmasked Estep 
Score: -40176104.000000 Penalty: 6442.040039
	Iteration 18Q: 3 clusters Score -4.01761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 436697 members 
Entering Unmasked Estep 
Score: -40176128.000000 Penalty: 6442.040039
	Iteration 19Q: 3 clusters Score -4.017613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 436697 members 
Entering Unmasked Estep 
Score: -40176164.000000 Penalty: 6442.040039
	Iteration 20F: 3 clusters Score -4.017616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436702 members 
Entering Unmasked Estep 
Score: -40176172.000000 Penalty: 6442.040039
	Iteration 21Q: 3 clusters Score -4.017617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436703 members 
Entering Unmasked Estep 
Score: -40176168.000000 Penalty: 6442.040039
	Iteration 22Q: 3 clusters Score -4.017617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 436704 members 
Entering Unmasked Estep 
Score: -40176172.000000 Penalty: 6442.040039
	Iteration 23Q: 3 clusters Score -4.017617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 436706 members 
Entering Unmasked Estep 
Score: -40176184.000000 Penalty: 6442.040039
	Iteration 24Q: 3 clusters Score -4.017618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 436708 members 
Entering Unmasked Estep 
Score: -40176180.000000 Penalty: 6442.040039
	Iteration 25Q: 3 clusters Score -4.017618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436710 members 
Entering Unmasked Estep 
Score: -40176180.000000 Penalty: 6442.040039
	Iteration 26Q: 3 clusters Score -4.017618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436710 members 
Entering Unmasked Estep 
Score: -40176184.000000 Penalty: 6442.040039
	Iteration 27Q: 3 clusters Score -4.017618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436710 members 
Entering Unmasked Estep 
Score: -40176200.000000 Penalty: 6442.040039
	Iteration 28Q: 3 clusters Score -4.01762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436710 members 
Entering Unmasked Estep 
Score: -40176212.000000 Penalty: 6442.040039
	Iteration 29Q: 3 clusters Score -4.017621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 436708 members 
Entering Unmasked Estep 
Score: -40176200.000000 Penalty: 6442.040039
	Iteration 30Q: 3 clusters Score -4.01762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 436709 members 
Entering Unmasked Estep 
Score: -40176204.000000 Penalty: 6442.040039
	Iteration 31Q: 3 clusters Score -4.01762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 436711 members 
Entering Unmasked Estep 
Score: -40176200.000000 Penalty: 6442.040039
	Iteration 32Q: 3 clusters Score -4.01762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436710 members 
Entering Unmasked Estep 
Score: -40176192.000000 Penalty: 6442.040039
	Iteration 33Q: 3 clusters Score -4.017619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 436711 members 
Entering Unmasked Estep 
Score: -40176196.000000 Penalty: 6442.040039
	Iteration 34Q: 3 clusters Score -4.01762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436710 members 
Entering Unmasked Estep 
Score: -40176204.000000 Penalty: 6442.040039
	Iteration 35Q: 3 clusters Score -4.01762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436710 members 
Entering Unmasked Estep 
Score: -40176204.000000 Penalty: 6442.040039
	Iteration 36F: 3 clusters Score -4.01762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -428579.843750 Penalty: 2106.898926
	Iteration 0F: 2 clusters Score -428579.8 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 2446 members 
Entering Unmasked Estep 
Score: -424077.187500 Penalty: 4213.797852
	Iteration 0F: 3 clusters Score -424077.2 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -425146.250000 Penalty: 4213.797852
	Iteration 1F: 3 clusters Score -425146.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -425369.250000 Penalty: 4213.797852
	Iteration 2F: 3 clusters Score -425369.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -425519.437500 Penalty: 4213.797852
	Iteration 3F: 3 clusters Score -425519.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -425622.875000 Penalty: 4213.797852
	Iteration 4Q: 3 clusters Score -425622.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -425695.093750 Penalty: 4213.797852
	Iteration 5Q: 3 clusters Score -425695.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -425759.156250 Penalty: 4213.797852
	Iteration 6Q: 3 clusters Score -425759.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -425811.312500 Penalty: 4213.797852
	Iteration 7Q: 3 clusters Score -425811.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -425853.468750 Penalty: 4213.797852
	Iteration 8Q: 3 clusters Score -425853.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -425892.593750 Penalty: 4213.797852
	Iteration 9Q: 3 clusters Score -425892.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -425936.812500 Penalty: 4213.797852
	Iteration 10Q: 3 clusters Score -425936.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -425973.812500 Penalty: 4213.797852
	Iteration 11Q: 3 clusters Score -425973.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -426006.687500 Penalty: 4213.797852
	Iteration 12Q: 3 clusters Score -426006.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -426039.843750 Penalty: 4213.797852
	Iteration 13Q: 3 clusters Score -426039.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -426067.500000 Penalty: 4213.797852
	Iteration 14Q: 3 clusters Score -426067.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -426103.218750 Penalty: 4213.797852
	Iteration 15Q: 3 clusters Score -426103.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -426129.312500 Penalty: 4213.797852
	Iteration 16Q: 3 clusters Score -426129.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -426160.031250 Penalty: 4213.797852
	Iteration 17Q: 3 clusters Score -426160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -426187.312500 Penalty: 4213.797852
	Iteration 18Q: 3 clusters Score -426187.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -426210.531250 Penalty: 4213.797852
	Iteration 19Q: 3 clusters Score -426210.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -426238.531250 Penalty: 4213.797852
	Iteration 20F: 3 clusters Score -426238.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -426264.625000 Penalty: 4213.797852
	Iteration 21Q: 3 clusters Score -426264.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -426292.437500 Penalty: 4213.797852
	Iteration 22Q: 3 clusters Score -426292.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -426319.187500 Penalty: 4213.797852
	Iteration 23Q: 3 clusters Score -426319.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -426346.843750 Penalty: 4213.797852
	Iteration 24Q: 3 clusters Score -426346.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -426379.375000 Penalty: 4213.797852
	Iteration 25Q: 3 clusters Score -426379.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -426410.593750 Penalty: 4213.797852
	Iteration 26Q: 3 clusters Score -426410.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -426437.593750 Penalty: 4213.797852
	Iteration 27Q: 3 clusters Score -426437.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -426463.906250 Penalty: 4213.797852
	Iteration 28Q: 3 clusters Score -426463.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -426500.812500 Penalty: 4213.797852
	Iteration 29Q: 3 clusters Score -426500.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -426523.250000 Penalty: 4213.797852
	Iteration 30Q: 3 clusters Score -426523.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -426544.031250 Penalty: 4213.797852
	Iteration 31Q: 3 clusters Score -426544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -426565.593750 Penalty: 4213.797852
	Iteration 32Q: 3 clusters Score -426565.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -426585.500000 Penalty: 4213.797852
	Iteration 33Q: 3 clusters Score -426585.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -426606.625000 Penalty: 4213.797852
	Iteration 34Q: 3 clusters Score -426606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -426621.406250 Penalty: 4213.797852
	Iteration 35Q: 3 clusters Score -426621.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -426636.375000 Penalty: 4213.797852
	Iteration 36Q: 3 clusters Score -426636.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -426648.343750 Penalty: 4213.797852
	Iteration 37Q: 3 clusters Score -426648.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -426657.843750 Penalty: 4213.797852
	Iteration 38Q: 3 clusters Score -426657.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -426670.875000 Penalty: 4213.797852
	Iteration 39Q: 3 clusters Score -426670.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -426679.250000 Penalty: 4213.797852
	Iteration 40F: 3 clusters Score -426679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -426685.531250 Penalty: 4213.797852
	Iteration 41Q: 3 clusters Score -426685.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -426691.375000 Penalty: 4213.797852
	Iteration 42Q: 3 clusters Score -426691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -426698.531250 Penalty: 4213.797852
	Iteration 43Q: 3 clusters Score -426698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -426704.218750 Penalty: 4213.797852
	Iteration 44Q: 3 clusters Score -426704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -426708.437500 Penalty: 4213.797852
	Iteration 45Q: 3 clusters Score -426708.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -426719.593750 Penalty: 4213.797852
	Iteration 46Q: 3 clusters Score -426719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -426725.500000 Penalty: 4213.797852
	Iteration 47Q: 3 clusters Score -426725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -426730.281250 Penalty: 4213.797852
	Iteration 48Q: 3 clusters Score -426730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -426733.250000 Penalty: 4213.797852
	Iteration 49Q: 3 clusters Score -426733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -426733.875000 Penalty: 4213.797852
	Iteration 50Q: 3 clusters Score -426733.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -426734.875000 Penalty: 4213.797852
	Iteration 51Q: 3 clusters Score -426734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -426734.937500 Penalty: 4213.797852
	Iteration 52Q: 3 clusters Score -426734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -426735.906250 Penalty: 4213.797852
	Iteration 53Q: 3 clusters Score -426735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -426737.656250 Penalty: 4213.797852
	Iteration 54Q: 3 clusters Score -426737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -426739.687500 Penalty: 4213.797852
	Iteration 55Q: 3 clusters Score -426739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -426742.625000 Penalty: 4213.797852
	Iteration 56Q: 3 clusters Score -426742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -426742.687500 Penalty: 4213.797852
	Iteration 57Q: 3 clusters Score -426742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -426744.593750 Penalty: 4213.797852
	Iteration 58Q: 3 clusters Score -426744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -426745.281250 Penalty: 4213.797852
	Iteration 59Q: 3 clusters Score -426745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -426746.843750 Penalty: 4213.797852
	Iteration 60F: 3 clusters Score -426746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -426748.562500 Penalty: 4213.797852
	Iteration 61Q: 3 clusters Score -426748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -426749.062500 Penalty: 4213.797852
	Iteration 62Q: 3 clusters Score -426749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -426749.062500 Penalty: 4213.797852
	Iteration 63F: 3 clusters Score -426749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Entering Unmasked Estep 
Score: -1184577.125000 Penalty: 2357.448975
	Iteration 0F: 2 clusters Score -1184577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1174700.000000 Penalty: 4714.897949
	Iteration 0F: 3 clusters Score -1174700 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1177811.625000 Penalty: 4714.897949
	Iteration 1F: 3 clusters Score -1177812 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1178200.625000 Penalty: 4714.897949
	Iteration 2F: 3 clusters Score -1178201 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1178503.500000 Penalty: 4714.897949
	Iteration 3Q: 3 clusters Score -1178504 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1178809.750000 Penalty: 4714.897949
	Iteration 4Q: 3 clusters Score -1178810 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1179135.750000 Penalty: 4714.897949
	Iteration 5Q: 3 clusters Score -1179136 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1179445.500000 Penalty: 4714.897949
	Iteration 6Q: 3 clusters Score -1179446 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1179735.500000 Penalty: 4714.897949
	Iteration 7Q: 3 clusters Score -1179736 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1180069.125000 Penalty: 4714.897949
	Iteration 8Q: 3 clusters Score -1180069 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1180410.500000 Penalty: 4714.897949
	Iteration 9Q: 3 clusters Score -1180410 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1180732.375000 Penalty: 4714.897949
	Iteration 10Q: 3 clusters Score -1180732 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1181021.625000 Penalty: 4714.897949
	Iteration 11Q: 3 clusters Score -1181022 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1181286.500000 Penalty: 4714.897949
	Iteration 12Q: 3 clusters Score -1181286 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1181517.250000 Penalty: 4714.897949
	Iteration 13Q: 3 clusters Score -1181517 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1181718.375000 Penalty: 4714.897949
	Iteration 14Q: 3 clusters Score -1181718 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1181892.125000 Penalty: 4714.897949
	Iteration 15Q: 3 clusters Score -1181892 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1182034.000000 Penalty: 4714.897949
	Iteration 16Q: 3 clusters Score -1182034 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1182158.750000 Penalty: 4714.897949
	Iteration 17Q: 3 clusters Score -1182159 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1182271.875000 Penalty: 4714.897949
	Iteration 18Q: 3 clusters Score -1182272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1182360.000000 Penalty: 4714.897949
	Iteration 19Q: 3 clusters Score -1182360 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1182418.500000 Penalty: 4714.897949
	Iteration 20F: 3 clusters Score -1182418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1182465.125000 Penalty: 4714.897949
	Iteration 21Q: 3 clusters Score -1182465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1182502.375000 Penalty: 4714.897949
	Iteration 22Q: 3 clusters Score -1182502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1182538.000000 Penalty: 4714.897949
	Iteration 23Q: 3 clusters Score -1182538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1182577.875000 Penalty: 4714.897949
	Iteration 24Q: 3 clusters Score -1182578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1182614.750000 Penalty: 4714.897949
	Iteration 25Q: 3 clusters Score -1182615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1182635.000000 Penalty: 4714.897949
	Iteration 26Q: 3 clusters Score -1182635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1182647.000000 Penalty: 4714.897949
	Iteration 27Q: 3 clusters Score -1182647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1182664.375000 Penalty: 4714.897949
	Iteration 28Q: 3 clusters Score -1182664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1182682.875000 Penalty: 4714.897949
	Iteration 29Q: 3 clusters Score -1182683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1182698.750000 Penalty: 4714.897949
	Iteration 30Q: 3 clusters Score -1182699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1182708.000000 Penalty: 4714.897949
	Iteration 31Q: 3 clusters Score -1182708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1182718.750000 Penalty: 4714.897949
	Iteration 32Q: 3 clusters Score -1182719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1182729.375000 Penalty: 4714.897949
	Iteration 33Q: 3 clusters Score -1182729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1182733.500000 Penalty: 4714.897949
	Iteration 34Q: 3 clusters Score -1182734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1182740.500000 Penalty: 4714.897949
	Iteration 35Q: 3 clusters Score -1182740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1182740.750000 Penalty: 4714.897949
	Iteration 36Q: 3 clusters Score -1182741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1182741.875000 Penalty: 4714.897949
	Iteration 37Q: 3 clusters Score -1182742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1182744.125000 Penalty: 4714.897949
	Iteration 38Q: 3 clusters Score -1182744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1182744.875000 Penalty: 4714.897949
	Iteration 39Q: 3 clusters Score -1182745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1182744.875000 Penalty: 4714.897949
	Iteration 40F: 3 clusters Score -1182745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Entering Unmasked Estep 
Score: -2440454.750000 Penalty: 2534.969238
	Iteration 0F: 2 clusters Score -2440455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2421531.500000 Penalty: 5069.938477
	Iteration 0F: 3 clusters Score -2421532 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2428393.500000 Penalty: 5069.938477
	Iteration 1F: 3 clusters Score -2428394 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2428968.750000 Penalty: 5069.938477
	Iteration 2F: 3 clusters Score -2428969 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2429593.250000 Penalty: 5069.938477
	Iteration 3F: 3 clusters Score -2429593 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2430386.000000 Penalty: 5069.938477
	Iteration 4F: 3 clusters Score -2430386 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2431369.500000 Penalty: 5069.938477
	Iteration 5F: 3 clusters Score -2431370 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2432505.250000 Penalty: 5069.938477
	Iteration 6F: 3 clusters Score -2432505 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2433783.000000 Penalty: 5069.938477
	Iteration 7F: 3 clusters Score -2433783 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2435066.250000 Penalty: 5069.938477
	Iteration 8F: 3 clusters Score -2435066 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2436341.250000 Penalty: 5069.938477
	Iteration 9Q: 3 clusters Score -2436341 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2437473.250000 Penalty: 5069.938477
	Iteration 10Q: 3 clusters Score -2437473 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2438099.500000 Penalty: 5069.938477
	Iteration 11Q: 3 clusters Score -2438100 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2438436.750000 Penalty: 5069.938477
	Iteration 12Q: 3 clusters Score -2438437 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2438656.250000 Penalty: 5069.938477
	Iteration 13Q: 3 clusters Score -2438656 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2438787.000000 Penalty: 5069.938477
	Iteration 14Q: 3 clusters Score -2438787 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2438876.000000 Penalty: 5069.938477
	Iteration 15Q: 3 clusters Score -2438876 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2438916.250000 Penalty: 5069.938477
	Iteration 16Q: 3 clusters Score -2438916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2438943.250000 Penalty: 5069.938477
	Iteration 17Q: 3 clusters Score -2438943 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2438963.500000 Penalty: 5069.938477
	Iteration 18Q: 3 clusters Score -2438964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2438978.250000 Penalty: 5069.938477
	Iteration 19Q: 3 clusters Score -2438978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2438979.000000 Penalty: 5069.938477
	Iteration 20F: 3 clusters Score -2438979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2438983.750000 Penalty: 5069.938477
	Iteration 21Q: 3 clusters Score -2438984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2438986.250000 Penalty: 5069.938477
	Iteration 22Q: 3 clusters Score -2438986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2438987.750000 Penalty: 5069.938477
	Iteration 23Q: 3 clusters Score -2438988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2438993.500000 Penalty: 5069.938477
	Iteration 24Q: 3 clusters Score -2438994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2438991.500000 Penalty: 5069.938477
	Iteration 25Q: 3 clusters Score -2438992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2438990.750000 Penalty: 5069.938477
	Iteration 26Q: 3 clusters Score -2438991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2438994.500000 Penalty: 5069.938477
	Iteration 27Q: 3 clusters Score -2438994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2438995.000000 Penalty: 5069.938477
	Iteration 28Q: 3 clusters Score -2438995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2438995.250000 Penalty: 5069.938477
	Iteration 29Q: 3 clusters Score -2438995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2438993.250000 Penalty: 5069.938477
	Iteration 30Q: 3 clusters Score -2438993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2438988.750000 Penalty: 5069.938477
	Iteration 31Q: 3 clusters Score -2438989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2438987.250000 Penalty: 5069.938477
	Iteration 32Q: 3 clusters Score -2438987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2438988.250000 Penalty: 5069.938477
	Iteration 33Q: 3 clusters Score -2438988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2438990.250000 Penalty: 5069.938477
	Iteration 34Q: 3 clusters Score -2438990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2438990.250000 Penalty: 5069.938477
	Iteration 35F: 3 clusters Score -2438990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -330705.781250 Penalty: 2036.716919
	Iteration 0F: 2 clusters Score -330705.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -327056.687500 Penalty: 4073.433838
	Iteration 0F: 3 clusters Score -327056.7 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -327851.500000 Penalty: 4073.433838
	Iteration 1F: 3 clusters Score -327851.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -328043.375000 Penalty: 4073.433838
	Iteration 2F: 3 clusters Score -328043.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -328161.312500 Penalty: 4073.433838
	Iteration 3F: 3 clusters Score -328161.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -328259.625000 Penalty: 4073.433838
	Iteration 4Q: 3 clusters Score -328259.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -328347.031250 Penalty: 4073.433838
	Iteration 5Q: 3 clusters Score -328347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -328443.125000 Penalty: 4073.433838
	Iteration 6Q: 3 clusters Score -328443.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -328621.968750 Penalty: 4073.433838
	Iteration 7Q: 3 clusters Score -328622 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -328867.312500 Penalty: 4073.433838
	Iteration 8Q: 3 clusters Score -328867.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -329080.875000 Penalty: 4073.433838
	Iteration 9F: 3 clusters Score -329080.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -329268.250000 Penalty: 4073.433838
	Iteration 10Q: 3 clusters Score -329268.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -329424.687500 Penalty: 4073.433838
	Iteration 11Q: 3 clusters Score -329424.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -329527.218750 Penalty: 4073.433838
	Iteration 12Q: 3 clusters Score -329527.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -329578.906250 Penalty: 4073.433838
	Iteration 13Q: 3 clusters Score -329578.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -329606.718750 Penalty: 4073.433838
	Iteration 14Q: 3 clusters Score -329606.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -329616.812500 Penalty: 4073.433838
	Iteration 15Q: 3 clusters Score -329616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -329621.281250 Penalty: 4073.433838
	Iteration 16Q: 3 clusters Score -329621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -329626.156250 Penalty: 4073.433838
	Iteration 17Q: 3 clusters Score -329626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329627.687500 Penalty: 4073.433838
	Iteration 18Q: 3 clusters Score -329627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -329627.843750 Penalty: 4073.433838
	Iteration 19Q: 3 clusters Score -329627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -329628.843750 Penalty: 4073.433838
	Iteration 20F: 3 clusters Score -329628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329628.562500 Penalty: 4073.433838
	Iteration 21Q: 3 clusters Score -329628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329628.562500 Penalty: 4073.433838
	Iteration 22F: 3 clusters Score -329628.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -28200.232422 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -28200.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26878.292969 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -26878.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27058.503906 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -27058.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27118.355469 Penalty: 2939.755371
	Iteration 2Q: 3 clusters Score -27118.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27174.892578 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -27174.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27217.597656 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -27217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27225.250000 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -27225.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27228.294922 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -27228.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27228.294922 Penalty: 2939.755371
	Iteration 7F: 3 clusters Score -27228.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Entering Unmasked Estep 
Score: -673173.875000 Penalty: 2226.645264
	Iteration 0F: 2 clusters Score -673173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -666841.312500 Penalty: 4453.290527
	Iteration 0F: 3 clusters Score -666841.3 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -668586.375000 Penalty: 4453.290527
	Iteration 1F: 3 clusters Score -668586.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -668919.375000 Penalty: 4453.290527
	Iteration 2F: 3 clusters Score -668919.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -669147.312500 Penalty: 4453.290527
	Iteration 3F: 3 clusters Score -669147.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -669362.687500 Penalty: 4453.290527
	Iteration 4Q: 3 clusters Score -669362.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -669592.500000 Penalty: 4453.290527
	Iteration 5Q: 3 clusters Score -669592.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -669830.375000 Penalty: 4453.290527
	Iteration 6Q: 3 clusters Score -669830.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -670100.875000 Penalty: 4453.290527
	Iteration 7Q: 3 clusters Score -670100.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -670351.437500 Penalty: 4453.290527
	Iteration 8Q: 3 clusters Score -670351.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -670635.125000 Penalty: 4453.290527
	Iteration 9Q: 3 clusters Score -670635.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -670874.500000 Penalty: 4453.290527
	Iteration 10Q: 3 clusters Score -670874.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -671055.875000 Penalty: 4453.290527
	Iteration 11Q: 3 clusters Score -671055.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -671175.125000 Penalty: 4453.290527
	Iteration 12Q: 3 clusters Score -671175.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -671287.375000 Penalty: 4453.290527
	Iteration 13Q: 3 clusters Score -671287.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -671390.437500 Penalty: 4453.290527
	Iteration 14Q: 3 clusters Score -671390.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -671487.375000 Penalty: 4453.290527
	Iteration 15Q: 3 clusters Score -671487.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -671578.375000 Penalty: 4453.290527
	Iteration 16Q: 3 clusters Score -671578.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -671658.812500 Penalty: 4453.290527
	Iteration 17Q: 3 clusters Score -671658.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -671726.312500 Penalty: 4453.290527
	Iteration 18Q: 3 clusters Score -671726.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -671792.687500 Penalty: 4453.290527
	Iteration 19Q: 3 clusters Score -671792.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -671841.812500 Penalty: 4453.290527
	Iteration 20F: 3 clusters Score -671841.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -671875.500000 Penalty: 4453.290527
	Iteration 21Q: 3 clusters Score -671875.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -671900.187500 Penalty: 4453.290527
	Iteration 22Q: 3 clusters Score -671900.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -671918.625000 Penalty: 4453.290527
	Iteration 23Q: 3 clusters Score -671918.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -671933.625000 Penalty: 4453.290527
	Iteration 24Q: 3 clusters Score -671933.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -671944.125000 Penalty: 4453.290527
	Iteration 25Q: 3 clusters Score -671944.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -671948.687500 Penalty: 4453.290527
	Iteration 26Q: 3 clusters Score -671948.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -671952.562500 Penalty: 4453.290527
	Iteration 27Q: 3 clusters Score -671952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -671955.437500 Penalty: 4453.290527
	Iteration 28Q: 3 clusters Score -671955.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -671960.250000 Penalty: 4453.290527
	Iteration 29Q: 3 clusters Score -671960.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -671965.625000 Penalty: 4453.290527
	Iteration 30Q: 3 clusters Score -671965.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -671971.250000 Penalty: 4453.290527
	Iteration 31Q: 3 clusters Score -671971.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -671981.312500 Penalty: 4453.290527
	Iteration 32Q: 3 clusters Score -671981.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -671985.125000 Penalty: 4453.290527
	Iteration 33Q: 3 clusters Score -671985.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -671990.687500 Penalty: 4453.290527
	Iteration 34Q: 3 clusters Score -671990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -671994.312500 Penalty: 4453.290527
	Iteration 35Q: 3 clusters Score -671994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -671995.625000 Penalty: 4453.290527
	Iteration 36Q: 3 clusters Score -671995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -671997.812500 Penalty: 4453.290527
	Iteration 37Q: 3 clusters Score -671997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -671999.750000 Penalty: 4453.290527
	Iteration 38Q: 3 clusters Score -671999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -671998.875000 Penalty: 4453.290527
	Iteration 39Q: 3 clusters Score -671998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -671999.062500 Penalty: 4453.290527
	Iteration 40F: 3 clusters Score -671999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -672001.000000 Penalty: 4453.290527
	Iteration 41Q: 3 clusters Score -672001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -672001.000000 Penalty: 4453.290527
	Iteration 42F: 3 clusters Score -672001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Entering Unmasked Estep 
Score: -14723407.000000 Penalty: 2978.755127
	Iteration 0F: 2 clusters Score -1.472341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -14613249.000000 Penalty: 5957.510254
	Iteration 0F: 3 clusters Score -1.461325e+07 nChanged 79100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -14658793.000000 Penalty: 5957.510254
	Iteration 1F: 3 clusters Score -1.465879e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -14659680.000000 Penalty: 5957.510254
	Iteration 2Q: 3 clusters Score -1.465968e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -14660462.000000 Penalty: 5957.510254
	Iteration 3Q: 3 clusters Score -1.466046e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -14661500.000000 Penalty: 5957.510254
	Iteration 4Q: 3 clusters Score -1.46615e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -14662944.000000 Penalty: 5957.510254
	Iteration 5Q: 3 clusters Score -1.466294e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -14664629.000000 Penalty: 5957.510254
	Iteration 6Q: 3 clusters Score -1.466463e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -14666845.000000 Penalty: 5957.510254
	Iteration 7Q: 3 clusters Score -1.466684e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -14669944.000000 Penalty: 5957.510254
	Iteration 8Q: 3 clusters Score -1.466994e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -14674535.000000 Penalty: 5957.510254
	Iteration 9F: 3 clusters Score -1.467454e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -14680906.000000 Penalty: 5957.510254
	Iteration 10F: 3 clusters Score -1.468091e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126698 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -14689301.000000 Penalty: 5957.510254
	Iteration 11F: 3 clusters Score -1.46893e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -14699166.000000 Penalty: 5957.510254
	Iteration 12F: 3 clusters Score -1.469917e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147930 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -14708105.000000 Penalty: 5957.510254
	Iteration 13F: 3 clusters Score -1.47081e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -14714705.000000 Penalty: 5957.510254
	Iteration 14Q: 3 clusters Score -1.47147e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -14718376.000000 Penalty: 5957.510254
	Iteration 15Q: 3 clusters Score -1.471838e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161643 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -14720119.000000 Penalty: 5957.510254
	Iteration 16Q: 3 clusters Score -1.472012e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162650 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -14720798.000000 Penalty: 5957.510254
	Iteration 17Q: 3 clusters Score -1.47208e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163107 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -14721100.000000 Penalty: 5957.510254
	Iteration 18Q: 3 clusters Score -1.47211e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163326 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14721250.000000 Penalty: 5957.510254
	Iteration 19Q: 3 clusters Score -1.472125e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14721358.000000 Penalty: 5957.510254
	Iteration 20F: 3 clusters Score -1.472136e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163518 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -14721456.000000 Penalty: 5957.510254
	Iteration 21Q: 3 clusters Score -1.472146e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -14721476.000000 Penalty: 5957.510254
	Iteration 22Q: 3 clusters Score -1.472148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14721475.000000 Penalty: 5957.510254
	Iteration 23Q: 3 clusters Score -1.472148e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163623 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14721496.000000 Penalty: 5957.510254
	Iteration 24Q: 3 clusters Score -1.47215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14721513.000000 Penalty: 5957.510254
	Iteration 25Q: 3 clusters Score -1.472151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163650 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14721529.000000 Penalty: 5957.510254
	Iteration 26Q: 3 clusters Score -1.472153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163656 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14721544.000000 Penalty: 5957.510254
	Iteration 27Q: 3 clusters Score -1.472154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14721524.000000 Penalty: 5957.510254
	Iteration 28Q: 3 clusters Score -1.472152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14721532.000000 Penalty: 5957.510254
	Iteration 29Q: 3 clusters Score -1.472153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14721534.000000 Penalty: 5957.510254
	Iteration 30Q: 3 clusters Score -1.472153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163670 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -14721544.000000 Penalty: 5957.510254
	Iteration 31Q: 3 clusters Score -1.472154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163676 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14721545.000000 Penalty: 5957.510254
	Iteration 32Q: 3 clusters Score -1.472154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -14721545.000000 Penalty: 5957.510254
	Iteration 33Q: 3 clusters Score -1.472154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14721543.000000 Penalty: 5957.510254
	Iteration 34Q: 3 clusters Score -1.472154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14721545.000000 Penalty: 5957.510254
	Iteration 35Q: 3 clusters Score -1.472154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163680 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14721538.000000 Penalty: 5957.510254
	Iteration 36Q: 3 clusters Score -1.472154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163680 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14721538.000000 Penalty: 5957.510254
	Iteration 37F: 3 clusters Score -1.472154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Entering Unmasked Estep 
Score: -1018936.187500 Penalty: 2321.058105
	Iteration 0F: 2 clusters Score -1018936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1010255.500000 Penalty: 4642.116211
	Iteration 0F: 3 clusters Score -1010256 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1012833.812500 Penalty: 4642.116211
	Iteration 1F: 3 clusters Score -1012834 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1013190.125000 Penalty: 4642.116211
	Iteration 2F: 3 clusters Score -1013190 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1013570.125000 Penalty: 4642.116211
	Iteration 3F: 3 clusters Score -1013570 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1013977.125000 Penalty: 4642.116211
	Iteration 4F: 3 clusters Score -1013977 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1014456.750000 Penalty: 4642.116211
	Iteration 5F: 3 clusters Score -1014457 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1014902.937500 Penalty: 4642.116211
	Iteration 6F: 3 clusters Score -1014903 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1015311.187500 Penalty: 4642.116211
	Iteration 7F: 3 clusters Score -1015311 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1015690.375000 Penalty: 4642.116211
	Iteration 8F: 3 clusters Score -1015690 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1016003.000000 Penalty: 4642.116211
	Iteration 9Q: 3 clusters Score -1016003 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1016242.312500 Penalty: 4642.116211
	Iteration 10Q: 3 clusters Score -1016242 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1016391.187500 Penalty: 4642.116211
	Iteration 11Q: 3 clusters Score -1016391 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1016491.250000 Penalty: 4642.116211
	Iteration 12Q: 3 clusters Score -1016491 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1016552.812500 Penalty: 4642.116211
	Iteration 13Q: 3 clusters Score -1016553 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1016603.562500 Penalty: 4642.116211
	Iteration 14Q: 3 clusters Score -1016604 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1016635.875000 Penalty: 4642.116211
	Iteration 15Q: 3 clusters Score -1016636 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1016671.312500 Penalty: 4642.116211
	Iteration 16Q: 3 clusters Score -1016671 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1016700.000000 Penalty: 4642.116211
	Iteration 17Q: 3 clusters Score -1016700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1016749.812500 Penalty: 4642.116211
	Iteration 18Q: 3 clusters Score -1016750 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1016783.000000 Penalty: 4642.116211
	Iteration 19Q: 3 clusters Score -1016783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1016814.375000 Penalty: 4642.116211
	Iteration 20F: 3 clusters Score -1016814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1016838.125000 Penalty: 4642.116211
	Iteration 21Q: 3 clusters Score -1016838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1016859.250000 Penalty: 4642.116211
	Iteration 22Q: 3 clusters Score -1016859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1016871.000000 Penalty: 4642.116211
	Iteration 23Q: 3 clusters Score -1016871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1016882.250000 Penalty: 4642.116211
	Iteration 24Q: 3 clusters Score -1016882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1016892.937500 Penalty: 4642.116211
	Iteration 25Q: 3 clusters Score -1016893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1016904.125000 Penalty: 4642.116211
	Iteration 26Q: 3 clusters Score -1016904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1016917.875000 Penalty: 4642.116211
	Iteration 27Q: 3 clusters Score -1016918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1016927.375000 Penalty: 4642.116211
	Iteration 28Q: 3 clusters Score -1016927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1016940.875000 Penalty: 4642.116211
	Iteration 29Q: 3 clusters Score -1016941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1016952.750000 Penalty: 4642.116211
	Iteration 30Q: 3 clusters Score -1016953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1016963.062500 Penalty: 4642.116211
	Iteration 31Q: 3 clusters Score -1016963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1016972.875000 Penalty: 4642.116211
	Iteration 32Q: 3 clusters Score -1016973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1016983.687500 Penalty: 4642.116211
	Iteration 33Q: 3 clusters Score -1016984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1016994.875000 Penalty: 4642.116211
	Iteration 34Q: 3 clusters Score -1016995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1016999.000000 Penalty: 4642.116211
	Iteration 35Q: 3 clusters Score -1016999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1017007.000000 Penalty: 4642.116211
	Iteration 36Q: 3 clusters Score -1017007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1017014.937500 Penalty: 4642.116211
	Iteration 37Q: 3 clusters Score -1017015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1017021.187500 Penalty: 4642.116211
	Iteration 38Q: 3 clusters Score -1017021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1017023.937500 Penalty: 4642.116211
	Iteration 39Q: 3 clusters Score -1017024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1017025.250000 Penalty: 4642.116211
	Iteration 40F: 3 clusters Score -1017025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1017030.250000 Penalty: 4642.116211
	Iteration 41Q: 3 clusters Score -1017030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1017032.750000 Penalty: 4642.116211
	Iteration 42Q: 3 clusters Score -1017033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1017030.625000 Penalty: 4642.116211
	Iteration 43Q: 3 clusters Score -1017031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1017036.937500 Penalty: 4642.116211
	Iteration 44Q: 3 clusters Score -1017037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1017036.250000 Penalty: 4642.116211
	Iteration 45Q: 3 clusters Score -1017036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1017042.500000 Penalty: 4642.116211
	Iteration 46Q: 3 clusters Score -1017042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1017042.625000 Penalty: 4642.116211
	Iteration 47Q: 3 clusters Score -1017043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1017041.687500 Penalty: 4642.116211
	Iteration 48Q: 3 clusters Score -1017042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1017045.062500 Penalty: 4642.116211
	Iteration 49Q: 3 clusters Score -1017045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1017045.062500 Penalty: 4642.116211
	Iteration 50Q: 3 clusters Score -1017045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1017045.375000 Penalty: 4642.116211
	Iteration 51Q: 3 clusters Score -1017045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1017050.750000 Penalty: 4642.116211
	Iteration 52Q: 3 clusters Score -1017051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1017050.500000 Penalty: 4642.116211
	Iteration 53Q: 3 clusters Score -1017050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1017052.312500 Penalty: 4642.116211
	Iteration 54Q: 3 clusters Score -1017052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1017051.687500 Penalty: 4642.116211
	Iteration 55Q: 3 clusters Score -1017052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1017048.375000 Penalty: 4642.116211
	Iteration 56Q: 3 clusters Score -1017048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1017047.937500 Penalty: 4642.116211
	Iteration 57Q: 3 clusters Score -1017048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1017051.187500 Penalty: 4642.116211
	Iteration 58Q: 3 clusters Score -1017051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1017053.312500 Penalty: 4642.116211
	Iteration 59Q: 3 clusters Score -1017053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1017053.437500 Penalty: 4642.116211
	Iteration 60F: 3 clusters Score -1017053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1017052.437500 Penalty: 4642.116211
	Iteration 61Q: 3 clusters Score -1017052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1017052.812500 Penalty: 4642.116211
	Iteration 62Q: 3 clusters Score -1017053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1017054.312500 Penalty: 4642.116211
	Iteration 63Q: 3 clusters Score -1017054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1017053.937500 Penalty: 4642.116211
	Iteration 64Q: 3 clusters Score -1017054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1017055.750000 Penalty: 4642.116211
	Iteration 65Q: 3 clusters Score -1017056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1017055.687500 Penalty: 4642.116211
	Iteration 66Q: 3 clusters Score -1017056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1017054.437500 Penalty: 4642.116211
	Iteration 67Q: 3 clusters Score -1017054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1017057.625000 Penalty: 4642.116211
	Iteration 68Q: 3 clusters Score -1017058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1017059.437500 Penalty: 4642.116211
	Iteration 69Q: 3 clusters Score -1017059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1017062.812500 Penalty: 4642.116211
	Iteration 70Q: 3 clusters Score -1017063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1017064.125000 Penalty: 4642.116211
	Iteration 71Q: 3 clusters Score -1017064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1017065.500000 Penalty: 4642.116211
	Iteration 72Q: 3 clusters Score -1017066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1017066.875000 Penalty: 4642.116211
	Iteration 73Q: 3 clusters Score -1017067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1017066.125000 Penalty: 4642.116211
	Iteration 74Q: 3 clusters Score -1017066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1017072.000000 Penalty: 4642.116211
	Iteration 75Q: 3 clusters Score -1017072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1017076.500000 Penalty: 4642.116211
	Iteration 76Q: 3 clusters Score -1017076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1017077.437500 Penalty: 4642.116211
	Iteration 77Q: 3 clusters Score -1017077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1017077.937500 Penalty: 4642.116211
	Iteration 78Q: 3 clusters Score -1017078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1017082.750000 Penalty: 4642.116211
	Iteration 79Q: 3 clusters Score -1017083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1017082.187500 Penalty: 4642.116211
	Iteration 80F: 3 clusters Score -1017082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1017085.437500 Penalty: 4642.116211
	Iteration 81Q: 3 clusters Score -1017085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1017086.187500 Penalty: 4642.116211
	Iteration 82Q: 3 clusters Score -1017086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1017086.500000 Penalty: 4642.116211
	Iteration 83Q: 3 clusters Score -1017086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1017086.500000 Penalty: 4642.116211
	Iteration 84Q: 3 clusters Score -1017086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1017088.187500 Penalty: 4642.116211
	Iteration 85Q: 3 clusters Score -1017088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1017087.250000 Penalty: 4642.116211
	Iteration 86Q: 3 clusters Score -1017087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1017091.562500 Penalty: 4642.116211
	Iteration 87Q: 3 clusters Score -1017092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1017092.562500 Penalty: 4642.116211
	Iteration 88Q: 3 clusters Score -1017093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1017093.625000 Penalty: 4642.116211
	Iteration 89Q: 3 clusters Score -1017094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1017095.250000 Penalty: 4642.116211
	Iteration 90Q: 3 clusters Score -1017095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1017096.562500 Penalty: 4642.116211
	Iteration 91Q: 3 clusters Score -1017097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1017098.750000 Penalty: 4642.116211
	Iteration 92Q: 3 clusters Score -1017099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1017098.937500 Penalty: 4642.116211
	Iteration 93Q: 3 clusters Score -1017099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1017101.625000 Penalty: 4642.116211
	Iteration 94Q: 3 clusters Score -1017102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1017100.625000 Penalty: 4642.116211
	Iteration 95Q: 3 clusters Score -1017101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1017103.437500 Penalty: 4642.116211
	Iteration 96Q: 3 clusters Score -1017103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1017103.750000 Penalty: 4642.116211
	Iteration 97Q: 3 clusters Score -1017104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1017111.062500 Penalty: 4642.116211
	Iteration 98Q: 3 clusters Score -1017111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1017116.250000 Penalty: 4642.116211
	Iteration 99Q: 3 clusters Score -1017116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1017119.000000 Penalty: 4642.116211
	Iteration 100F: 3 clusters Score -1017119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1017126.125000 Penalty: 4642.116211
	Iteration 101Q: 3 clusters Score -1017126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1017132.437500 Penalty: 4642.116211
	Iteration 102Q: 3 clusters Score -1017132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1017136.750000 Penalty: 4642.116211
	Iteration 103Q: 3 clusters Score -1017137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1017137.562500 Penalty: 4642.116211
	Iteration 104Q: 3 clusters Score -1017138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1017142.187500 Penalty: 4642.116211
	Iteration 105Q: 3 clusters Score -1017142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1017143.750000 Penalty: 4642.116211
	Iteration 106Q: 3 clusters Score -1017144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1017142.750000 Penalty: 4642.116211
	Iteration 107Q: 3 clusters Score -1017143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1017144.062500 Penalty: 4642.116211
	Iteration 108Q: 3 clusters Score -1017144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1017143.562500 Penalty: 4642.116211
	Iteration 109Q: 3 clusters Score -1017144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1017141.812500 Penalty: 4642.116211
	Iteration 110Q: 3 clusters Score -1017142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1017141.812500 Penalty: 4642.116211
	Iteration 111F: 3 clusters Score -1017142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Entering Unmasked Estep 
Score: -653002.375000 Penalty: 2197.192627
	Iteration 0F: 2 clusters Score -653002.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -647148.125000 Penalty: 4394.385254
	Iteration 0F: 3 clusters Score -647148.1 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -648680.500000 Penalty: 4394.385254
	Iteration 1F: 3 clusters Score -648680.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -648913.687500 Penalty: 4394.385254
	Iteration 2F: 3 clusters Score -648913.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -649077.625000 Penalty: 4394.385254
	Iteration 3F: 3 clusters Score -649077.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -649180.187500 Penalty: 4394.385254
	Iteration 4Q: 3 clusters Score -649180.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -649257.375000 Penalty: 4394.385254
	Iteration 5Q: 3 clusters Score -649257.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -649314.437500 Penalty: 4394.385254
	Iteration 6Q: 3 clusters Score -649314.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -649357.687500 Penalty: 4394.385254
	Iteration 7Q: 3 clusters Score -649357.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -649396.562500 Penalty: 4394.385254
	Iteration 8Q: 3 clusters Score -649396.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -649427.062500 Penalty: 4394.385254
	Iteration 9Q: 3 clusters Score -649427.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -649456.187500 Penalty: 4394.385254
	Iteration 10Q: 3 clusters Score -649456.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -649477.687500 Penalty: 4394.385254
	Iteration 11Q: 3 clusters Score -649477.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -649502.875000 Penalty: 4394.385254
	Iteration 12Q: 3 clusters Score -649502.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -649527.062500 Penalty: 4394.385254
	Iteration 13Q: 3 clusters Score -649527.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -649546.687500 Penalty: 4394.385254
	Iteration 14Q: 3 clusters Score -649546.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -649566.437500 Penalty: 4394.385254
	Iteration 15Q: 3 clusters Score -649566.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -649586.375000 Penalty: 4394.385254
	Iteration 16Q: 3 clusters Score -649586.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -649601.187500 Penalty: 4394.385254
	Iteration 17Q: 3 clusters Score -649601.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -649617.187500 Penalty: 4394.385254
	Iteration 18Q: 3 clusters Score -649617.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -649631.500000 Penalty: 4394.385254
	Iteration 19Q: 3 clusters Score -649631.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -649647.687500 Penalty: 4394.385254
	Iteration 20F: 3 clusters Score -649647.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -649662.000000 Penalty: 4394.385254
	Iteration 21Q: 3 clusters Score -649662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -649682.250000 Penalty: 4394.385254
	Iteration 22Q: 3 clusters Score -649682.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -649704.625000 Penalty: 4394.385254
	Iteration 23Q: 3 clusters Score -649704.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -649731.250000 Penalty: 4394.385254
	Iteration 24Q: 3 clusters Score -649731.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -649770.625000 Penalty: 4394.385254
	Iteration 25Q: 3 clusters Score -649770.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -649817.250000 Penalty: 4394.385254
	Iteration 26Q: 3 clusters Score -649817.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -649879.250000 Penalty: 4394.385254
	Iteration 27Q: 3 clusters Score -649879.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -649921.812500 Penalty: 4394.385254
	Iteration 28Q: 3 clusters Score -649921.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -649966.562500 Penalty: 4394.385254
	Iteration 29Q: 3 clusters Score -649966.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -650028.687500 Penalty: 4394.385254
	Iteration 30Q: 3 clusters Score -650028.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -650100.375000 Penalty: 4394.385254
	Iteration 31Q: 3 clusters Score -650100.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -650179.437500 Penalty: 4394.385254
	Iteration 32Q: 3 clusters Score -650179.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -650250.937500 Penalty: 4394.385254
	Iteration 33Q: 3 clusters Score -650250.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -650308.750000 Penalty: 4394.385254
	Iteration 34Q: 3 clusters Score -650308.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -650376.375000 Penalty: 4394.385254
	Iteration 35Q: 3 clusters Score -650376.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -650431.875000 Penalty: 4394.385254
	Iteration 36Q: 3 clusters Score -650431.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -650487.312500 Penalty: 4394.385254
	Iteration 37Q: 3 clusters Score -650487.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -650535.937500 Penalty: 4394.385254
	Iteration 38Q: 3 clusters Score -650535.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -650576.375000 Penalty: 4394.385254
	Iteration 39Q: 3 clusters Score -650576.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -650621.062500 Penalty: 4394.385254
	Iteration 40F: 3 clusters Score -650621.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -650655.687500 Penalty: 4394.385254
	Iteration 41Q: 3 clusters Score -650655.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -650690.875000 Penalty: 4394.385254
	Iteration 42Q: 3 clusters Score -650690.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -650720.687500 Penalty: 4394.385254
	Iteration 43Q: 3 clusters Score -650720.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -650743.312500 Penalty: 4394.385254
	Iteration 44Q: 3 clusters Score -650743.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -650768.500000 Penalty: 4394.385254
	Iteration 45Q: 3 clusters Score -650768.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -650788.562500 Penalty: 4394.385254
	Iteration 46Q: 3 clusters Score -650788.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -650804.062500 Penalty: 4394.385254
	Iteration 47Q: 3 clusters Score -650804.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -650812.812500 Penalty: 4394.385254
	Iteration 48Q: 3 clusters Score -650812.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -650825.125000 Penalty: 4394.385254
	Iteration 49Q: 3 clusters Score -650825.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -650829.500000 Penalty: 4394.385254
	Iteration 50Q: 3 clusters Score -650829.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -650836.125000 Penalty: 4394.385254
	Iteration 51Q: 3 clusters Score -650836.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -650841.812500 Penalty: 4394.385254
	Iteration 52Q: 3 clusters Score -650841.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -650849.250000 Penalty: 4394.385254
	Iteration 53Q: 3 clusters Score -650849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -650854.000000 Penalty: 4394.385254
	Iteration 54Q: 3 clusters Score -650854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -650858.000000 Penalty: 4394.385254
	Iteration 55Q: 3 clusters Score -650858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -650861.562500 Penalty: 4394.385254
	Iteration 56Q: 3 clusters Score -650861.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -650863.437500 Penalty: 4394.385254
	Iteration 57Q: 3 clusters Score -650863.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -650868.750000 Penalty: 4394.385254
	Iteration 58Q: 3 clusters Score -650868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -650870.750000 Penalty: 4394.385254
	Iteration 59Q: 3 clusters Score -650870.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -650875.750000 Penalty: 4394.385254
	Iteration 60F: 3 clusters Score -650875.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -650878.625000 Penalty: 4394.385254
	Iteration 61Q: 3 clusters Score -650878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -650882.625000 Penalty: 4394.385254
	Iteration 62Q: 3 clusters Score -650882.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -650885.937500 Penalty: 4394.385254
	Iteration 63Q: 3 clusters Score -650885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -650890.062500 Penalty: 4394.385254
	Iteration 64Q: 3 clusters Score -650890.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -650893.125000 Penalty: 4394.385254
	Iteration 65Q: 3 clusters Score -650893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -650896.812500 Penalty: 4394.385254
	Iteration 66Q: 3 clusters Score -650896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -650898.562500 Penalty: 4394.385254
	Iteration 67Q: 3 clusters Score -650898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -650901.687500 Penalty: 4394.385254
	Iteration 68Q: 3 clusters Score -650901.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -650903.937500 Penalty: 4394.385254
	Iteration 69Q: 3 clusters Score -650903.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -650911.312500 Penalty: 4394.385254
	Iteration 70Q: 3 clusters Score -650911.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -650918.125000 Penalty: 4394.385254
	Iteration 71Q: 3 clusters Score -650918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -650924.000000 Penalty: 4394.385254
	Iteration 72Q: 3 clusters Score -650924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -650930.937500 Penalty: 4394.385254
	Iteration 73Q: 3 clusters Score -650930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -650934.437500 Penalty: 4394.385254
	Iteration 74Q: 3 clusters Score -650934.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -650936.812500 Penalty: 4394.385254
	Iteration 75Q: 3 clusters Score -650936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -650936.687500 Penalty: 4394.385254
	Iteration 76Q: 3 clusters Score -650936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -650937.750000 Penalty: 4394.385254
	Iteration 77Q: 3 clusters Score -650937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -650939.312500 Penalty: 4394.385254
	Iteration 78Q: 3 clusters Score -650939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -650939.937500 Penalty: 4394.385254
	Iteration 79Q: 3 clusters Score -650939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -650940.437500 Penalty: 4394.385254
	Iteration 80F: 3 clusters Score -650940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -650942.125000 Penalty: 4394.385254
	Iteration 81Q: 3 clusters Score -650942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -650942.187500 Penalty: 4394.385254
	Iteration 82Q: 3 clusters Score -650942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -650944.625000 Penalty: 4394.385254
	Iteration 83Q: 3 clusters Score -650944.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -650949.687500 Penalty: 4394.385254
	Iteration 84Q: 3 clusters Score -650949.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -650953.562500 Penalty: 4394.385254
	Iteration 85Q: 3 clusters Score -650953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -650957.312500 Penalty: 4394.385254
	Iteration 86Q: 3 clusters Score -650957.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -650961.562500 Penalty: 4394.385254
	Iteration 87Q: 3 clusters Score -650961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -650966.375000 Penalty: 4394.385254
	Iteration 88Q: 3 clusters Score -650966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -650967.250000 Penalty: 4394.385254
	Iteration 89Q: 3 clusters Score -650967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -650969.250000 Penalty: 4394.385254
	Iteration 90Q: 3 clusters Score -650969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -650971.125000 Penalty: 4394.385254
	Iteration 91Q: 3 clusters Score -650971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -650972.125000 Penalty: 4394.385254
	Iteration 92Q: 3 clusters Score -650972.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -650976.062500 Penalty: 4394.385254
	Iteration 93Q: 3 clusters Score -650976.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -650981.375000 Penalty: 4394.385254
	Iteration 94Q: 3 clusters Score -650981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -650981.062500 Penalty: 4394.385254
	Iteration 95Q: 3 clusters Score -650981.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -650984.875000 Penalty: 4394.385254
	Iteration 96Q: 3 clusters Score -650984.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -650989.187500 Penalty: 4394.385254
	Iteration 97Q: 3 clusters Score -650989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -650993.062500 Penalty: 4394.385254
	Iteration 98Q: 3 clusters Score -650993.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -650997.250000 Penalty: 4394.385254
	Iteration 99Q: 3 clusters Score -650997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -651001.000000 Penalty: 4394.385254
	Iteration 100F: 3 clusters Score -651001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -651006.312500 Penalty: 4394.385254
	Iteration 101Q: 3 clusters Score -651006.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -651013.500000 Penalty: 4394.385254
	Iteration 102Q: 3 clusters Score -651013.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -651020.187500 Penalty: 4394.385254
	Iteration 103Q: 3 clusters Score -651020.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -651025.750000 Penalty: 4394.385254
	Iteration 104Q: 3 clusters Score -651025.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -651027.187500 Penalty: 4394.385254
	Iteration 105Q: 3 clusters Score -651027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -651031.687500 Penalty: 4394.385254
	Iteration 106Q: 3 clusters Score -651031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -651035.187500 Penalty: 4394.385254
	Iteration 107Q: 3 clusters Score -651035.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -651040.312500 Penalty: 4394.385254
	Iteration 108Q: 3 clusters Score -651040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -651046.625000 Penalty: 4394.385254
	Iteration 109Q: 3 clusters Score -651046.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -651048.937500 Penalty: 4394.385254
	Iteration 110Q: 3 clusters Score -651048.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -651052.937500 Penalty: 4394.385254
	Iteration 111Q: 3 clusters Score -651052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -651054.812500 Penalty: 4394.385254
	Iteration 112Q: 3 clusters Score -651054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -651058.187500 Penalty: 4394.385254
	Iteration 113Q: 3 clusters Score -651058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -651064.062500 Penalty: 4394.385254
	Iteration 114Q: 3 clusters Score -651064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -651068.250000 Penalty: 4394.385254
	Iteration 115Q: 3 clusters Score -651068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -651072.562500 Penalty: 4394.385254
	Iteration 116Q: 3 clusters Score -651072.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -651077.062500 Penalty: 4394.385254
	Iteration 117Q: 3 clusters Score -651077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -651081.437500 Penalty: 4394.385254
	Iteration 118Q: 3 clusters Score -651081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -651085.500000 Penalty: 4394.385254
	Iteration 119Q: 3 clusters Score -651085.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -651093.375000 Penalty: 4394.385254
	Iteration 120F: 3 clusters Score -651093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -651099.500000 Penalty: 4394.385254
	Iteration 121Q: 3 clusters Score -651099.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -651104.312500 Penalty: 4394.385254
	Iteration 122Q: 3 clusters Score -651104.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -651107.187500 Penalty: 4394.385254
	Iteration 123Q: 3 clusters Score -651107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -651114.062500 Penalty: 4394.385254
	Iteration 124Q: 3 clusters Score -651114.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -651119.312500 Penalty: 4394.385254
	Iteration 125Q: 3 clusters Score -651119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -651124.625000 Penalty: 4394.385254
	Iteration 126Q: 3 clusters Score -651124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -651126.625000 Penalty: 4394.385254
	Iteration 127Q: 3 clusters Score -651126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -651131.812500 Penalty: 4394.385254
	Iteration 128Q: 3 clusters Score -651131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -651136.812500 Penalty: 4394.385254
	Iteration 129Q: 3 clusters Score -651136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -651138.562500 Penalty: 4394.385254
	Iteration 130Q: 3 clusters Score -651138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -651142.125000 Penalty: 4394.385254
	Iteration 131Q: 3 clusters Score -651142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -651143.937500 Penalty: 4394.385254
	Iteration 132Q: 3 clusters Score -651143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -651146.375000 Penalty: 4394.385254
	Iteration 133Q: 3 clusters Score -651146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -651149.687500 Penalty: 4394.385254
	Iteration 134Q: 3 clusters Score -651149.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -651152.625000 Penalty: 4394.385254
	Iteration 135Q: 3 clusters Score -651152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -651153.375000 Penalty: 4394.385254
	Iteration 136Q: 3 clusters Score -651153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -651153.875000 Penalty: 4394.385254
	Iteration 137Q: 3 clusters Score -651153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -651153.875000 Penalty: 4394.385254
	Iteration 138F: 3 clusters Score -651153.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Entering Unmasked Estep 
Score: -3696282.500000 Penalty: 2632.359375
	Iteration 0F: 2 clusters Score -3696282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3668782.500000 Penalty: 5264.718750
	Iteration 0F: 3 clusters Score -3668782 nChanged 18683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3679555.750000 Penalty: 5264.718750
	Iteration 1F: 3 clusters Score -3679556 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3680433.250000 Penalty: 5264.718750
	Iteration 2F: 3 clusters Score -3680433 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3681502.500000 Penalty: 5264.718750
	Iteration 3F: 3 clusters Score -3681502 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3682759.000000 Penalty: 5264.718750
	Iteration 4F: 3 clusters Score -3682759 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3684263.250000 Penalty: 5264.718750
	Iteration 5F: 3 clusters Score -3684263 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3686011.500000 Penalty: 5264.718750
	Iteration 6F: 3 clusters Score -3686012 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3687845.750000 Penalty: 5264.718750
	Iteration 7F: 3 clusters Score -3687846 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3689399.750000 Penalty: 5264.718750
	Iteration 8F: 3 clusters Score -3689400 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3690378.500000 Penalty: 5264.718750
	Iteration 9Q: 3 clusters Score -3690378 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3690919.500000 Penalty: 5264.718750
	Iteration 10Q: 3 clusters Score -3690920 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3691252.250000 Penalty: 5264.718750
	Iteration 11Q: 3 clusters Score -3691252 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3691553.000000 Penalty: 5264.718750
	Iteration 12Q: 3 clusters Score -3691553 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3691774.500000 Penalty: 5264.718750
	Iteration 13Q: 3 clusters Score -3691774 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3691982.500000 Penalty: 5264.718750
	Iteration 14Q: 3 clusters Score -3691982 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3692121.500000 Penalty: 5264.718750
	Iteration 15Q: 3 clusters Score -3692122 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3692241.250000 Penalty: 5264.718750
	Iteration 16Q: 3 clusters Score -3692241 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3692338.000000 Penalty: 5264.718750
	Iteration 17Q: 3 clusters Score -3692338 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3692443.750000 Penalty: 5264.718750
	Iteration 18Q: 3 clusters Score -3692444 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3692503.750000 Penalty: 5264.718750
	Iteration 19Q: 3 clusters Score -3692504 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3692572.500000 Penalty: 5264.718750
	Iteration 20F: 3 clusters Score -3692572 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3692631.500000 Penalty: 5264.718750
	Iteration 21Q: 3 clusters Score -3692632 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3692686.750000 Penalty: 5264.718750
	Iteration 22Q: 3 clusters Score -3692687 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3692717.000000 Penalty: 5264.718750
	Iteration 23Q: 3 clusters Score -3692717 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3692737.500000 Penalty: 5264.718750
	Iteration 24Q: 3 clusters Score -3692738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3692769.500000 Penalty: 5264.718750
	Iteration 25Q: 3 clusters Score -3692770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3692779.250000 Penalty: 5264.718750
	Iteration 26Q: 3 clusters Score -3692779 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3692796.000000 Penalty: 5264.718750
	Iteration 27Q: 3 clusters Score -3692796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3692811.750000 Penalty: 5264.718750
	Iteration 28Q: 3 clusters Score -3692812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3692804.250000 Penalty: 5264.718750
	Iteration 29Q: 3 clusters Score -3692804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3692814.000000 Penalty: 5264.718750
	Iteration 30Q: 3 clusters Score -3692814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3692833.000000 Penalty: 5264.718750
	Iteration 31Q: 3 clusters Score -3692833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3692839.000000 Penalty: 5264.718750
	Iteration 32Q: 3 clusters Score -3692839 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3692843.000000 Penalty: 5264.718750
	Iteration 33Q: 3 clusters Score -3692843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3692854.250000 Penalty: 5264.718750
	Iteration 34Q: 3 clusters Score -3692854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3692856.500000 Penalty: 5264.718750
	Iteration 35Q: 3 clusters Score -3692856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3692862.000000 Penalty: 5264.718750
	Iteration 36Q: 3 clusters Score -3692862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3692860.750000 Penalty: 5264.718750
	Iteration 37Q: 3 clusters Score -3692861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3692873.750000 Penalty: 5264.718750
	Iteration 38Q: 3 clusters Score -3692874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3692880.250000 Penalty: 5264.718750
	Iteration 39Q: 3 clusters Score -3692880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3692886.000000 Penalty: 5264.718750
	Iteration 40F: 3 clusters Score -3692886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3692878.000000 Penalty: 5264.718750
	Iteration 41Q: 3 clusters Score -3692878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3692870.750000 Penalty: 5264.718750
	Iteration 42Q: 3 clusters Score -3692871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3692872.750000 Penalty: 5264.718750
	Iteration 43Q: 3 clusters Score -3692873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3692863.000000 Penalty: 5264.718750
	Iteration 44Q: 3 clusters Score -3692863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3692866.750000 Penalty: 5264.718750
	Iteration 45Q: 3 clusters Score -3692867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3692869.250000 Penalty: 5264.718750
	Iteration 46Q: 3 clusters Score -3692869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3692868.500000 Penalty: 5264.718750
	Iteration 47Q: 3 clusters Score -3692868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3692863.750000 Penalty: 5264.718750
	Iteration 48Q: 3 clusters Score -3692864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3692862.500000 Penalty: 5264.718750
	Iteration 49Q: 3 clusters Score -3692862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3692866.500000 Penalty: 5264.718750
	Iteration 50Q: 3 clusters Score -3692866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3692859.500000 Penalty: 5264.718750
	Iteration 51Q: 3 clusters Score -3692860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3692864.500000 Penalty: 5264.718750
	Iteration 52Q: 3 clusters Score -3692864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3692861.000000 Penalty: 5264.718750
	Iteration 53Q: 3 clusters Score -3692861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3692865.000000 Penalty: 5264.718750
	Iteration 54Q: 3 clusters Score -3692865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3692863.250000 Penalty: 5264.718750
	Iteration 55Q: 3 clusters Score -3692863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3692862.500000 Penalty: 5264.718750
	Iteration 56Q: 3 clusters Score -3692862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3692866.250000 Penalty: 5264.718750
	Iteration 57Q: 3 clusters Score -3692866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3692864.000000 Penalty: 5264.718750
	Iteration 58Q: 3 clusters Score -3692864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3692866.250000 Penalty: 5264.718750
	Iteration 59Q: 3 clusters Score -3692866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3692871.750000 Penalty: 5264.718750
	Iteration 60F: 3 clusters Score -3692872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3692877.000000 Penalty: 5264.718750
	Iteration 61Q: 3 clusters Score -3692877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3692868.250000 Penalty: 5264.718750
	Iteration 62Q: 3 clusters Score -3692868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3692868.500000 Penalty: 5264.718750
	Iteration 63Q: 3 clusters Score -3692868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3692871.750000 Penalty: 5264.718750
	Iteration 64Q: 3 clusters Score -3692872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3692874.750000 Penalty: 5264.718750
	Iteration 65Q: 3 clusters Score -3692875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3692876.000000 Penalty: 5264.718750
	Iteration 66Q: 3 clusters Score -3692876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3692879.000000 Penalty: 5264.718750
	Iteration 67Q: 3 clusters Score -3692879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3692874.750000 Penalty: 5264.718750
	Iteration 68Q: 3 clusters Score -3692875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3692875.500000 Penalty: 5264.718750
	Iteration 69Q: 3 clusters Score -3692876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3692871.500000 Penalty: 5264.718750
	Iteration 70Q: 3 clusters Score -3692872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3692871.000000 Penalty: 5264.718750
	Iteration 71Q: 3 clusters Score -3692871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3692872.500000 Penalty: 5264.718750
	Iteration 72Q: 3 clusters Score -3692872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3692875.750000 Penalty: 5264.718750
	Iteration 73Q: 3 clusters Score -3692876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3692871.500000 Penalty: 5264.718750
	Iteration 74Q: 3 clusters Score -3692872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3692872.750000 Penalty: 5264.718750
	Iteration 75Q: 3 clusters Score -3692873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3692875.000000 Penalty: 5264.718750
	Iteration 76Q: 3 clusters Score -3692875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3692874.250000 Penalty: 5264.718750
	Iteration 77Q: 3 clusters Score -3692874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3692873.250000 Penalty: 5264.718750
	Iteration 78Q: 3 clusters Score -3692873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3692882.000000 Penalty: 5264.718750
	Iteration 79Q: 3 clusters Score -3692882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3692888.750000 Penalty: 5264.718750
	Iteration 80F: 3 clusters Score -3692889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3692873.750000 Penalty: 5264.718750
	Iteration 81Q: 3 clusters Score -3692874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3692878.500000 Penalty: 5264.718750
	Iteration 82Q: 3 clusters Score -3692878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3692888.500000 Penalty: 5264.718750
	Iteration 83Q: 3 clusters Score -3692888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3692893.500000 Penalty: 5264.718750
	Iteration 84Q: 3 clusters Score -3692894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3692893.250000 Penalty: 5264.718750
	Iteration 85Q: 3 clusters Score -3692893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3692893.750000 Penalty: 5264.718750
	Iteration 86Q: 3 clusters Score -3692894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3692898.500000 Penalty: 5264.718750
	Iteration 87Q: 3 clusters Score -3692898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3692900.250000 Penalty: 5264.718750
	Iteration 88Q: 3 clusters Score -3692900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3692898.250000 Penalty: 5264.718750
	Iteration 89Q: 3 clusters Score -3692898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3692898.750000 Penalty: 5264.718750
	Iteration 90Q: 3 clusters Score -3692899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3692908.250000 Penalty: 5264.718750
	Iteration 91Q: 3 clusters Score -3692908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3692916.000000 Penalty: 5264.718750
	Iteration 92Q: 3 clusters Score -3692916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3692910.500000 Penalty: 5264.718750
	Iteration 93Q: 3 clusters Score -3692910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3692911.500000 Penalty: 5264.718750
	Iteration 94Q: 3 clusters Score -3692912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3692914.000000 Penalty: 5264.718750
	Iteration 95Q: 3 clusters Score -3692914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3692922.750000 Penalty: 5264.718750
	Iteration 96Q: 3 clusters Score -3692923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3692920.750000 Penalty: 5264.718750
	Iteration 97Q: 3 clusters Score -3692921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3692913.000000 Penalty: 5264.718750
	Iteration 98Q: 3 clusters Score -3692913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3692922.750000 Penalty: 5264.718750
	Iteration 99Q: 3 clusters Score -3692923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3692920.500000 Penalty: 5264.718750
	Iteration 100F: 3 clusters Score -3692920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3692928.750000 Penalty: 5264.718750
	Iteration 101Q: 3 clusters Score -3692929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3692930.500000 Penalty: 5264.718750
	Iteration 102Q: 3 clusters Score -3692930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3692939.250000 Penalty: 5264.718750
	Iteration 103Q: 3 clusters Score -3692939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3692936.000000 Penalty: 5264.718750
	Iteration 104Q: 3 clusters Score -3692936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3692938.250000 Penalty: 5264.718750
	Iteration 105Q: 3 clusters Score -3692938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3692941.500000 Penalty: 5264.718750
	Iteration 106Q: 3 clusters Score -3692942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3692942.000000 Penalty: 5264.718750
	Iteration 107Q: 3 clusters Score -3692942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3692936.250000 Penalty: 5264.718750
	Iteration 108Q: 3 clusters Score -3692936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3692938.250000 Penalty: 5264.718750
	Iteration 109Q: 3 clusters Score -3692938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3692935.750000 Penalty: 5264.718750
	Iteration 110Q: 3 clusters Score -3692936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3692931.500000 Penalty: 5264.718750
	Iteration 111Q: 3 clusters Score -3692932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3692931.000000 Penalty: 5264.718750
	Iteration 112Q: 3 clusters Score -3692931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3692935.250000 Penalty: 5264.718750
	Iteration 113Q: 3 clusters Score -3692935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3692940.250000 Penalty: 5264.718750
	Iteration 114Q: 3 clusters Score -3692940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3692933.250000 Penalty: 5264.718750
	Iteration 115Q: 3 clusters Score -3692933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3692934.000000 Penalty: 5264.718750
	Iteration 116Q: 3 clusters Score -3692934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3692934.000000 Penalty: 5264.718750
	Iteration 117Q: 3 clusters Score -3692934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3692930.000000 Penalty: 5264.718750
	Iteration 118Q: 3 clusters Score -3692930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3692933.250000 Penalty: 5264.718750
	Iteration 119Q: 3 clusters Score -3692933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3692928.000000 Penalty: 5264.718750
	Iteration 120F: 3 clusters Score -3692928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3692933.000000 Penalty: 5264.718750
	Iteration 121Q: 3 clusters Score -3692933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3692933.000000 Penalty: 5264.718750
	Iteration 122F: 3 clusters Score -3692933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Entering Unmasked Estep 
Score: -5423664.500000 Penalty: 2722.783936
	Iteration 0F: 2 clusters Score -5423664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -5384439.500000 Penalty: 5445.567871
	Iteration 0F: 3 clusters Score -5384440 nChanged 27171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5399625.000000 Penalty: 5445.567871
	Iteration 1F: 3 clusters Score -5399625 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -5400188.500000 Penalty: 5445.567871
	Iteration 2Q: 3 clusters Score -5400188 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -5400787.000000 Penalty: 5445.567871
	Iteration 3Q: 3 clusters Score -5400787 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -5401375.500000 Penalty: 5445.567871
	Iteration 4Q: 3 clusters Score -5401376 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -5402149.500000 Penalty: 5445.567871
	Iteration 5Q: 3 clusters Score -5402150 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5403457.000000 Penalty: 5445.567871
	Iteration 6Q: 3 clusters Score -5403457 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5405615.000000 Penalty: 5445.567871
	Iteration 7F: 3 clusters Score -5405615 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -5409020.000000 Penalty: 5445.567871
	Iteration 8F: 3 clusters Score -5409020 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -5413218.500000 Penalty: 5445.567871
	Iteration 9F: 3 clusters Score -5413218 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -5417024.000000 Penalty: 5445.567871
	Iteration 10F: 3 clusters Score -5417024 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -5419424.500000 Penalty: 5445.567871
	Iteration 11Q: 3 clusters Score -5419424 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -5420466.500000 Penalty: 5445.567871
	Iteration 12Q: 3 clusters Score -5420466 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -5420887.500000 Penalty: 5445.567871
	Iteration 13Q: 3 clusters Score -5420888 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -5421025.000000 Penalty: 5445.567871
	Iteration 14Q: 3 clusters Score -5421025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -5421115.500000 Penalty: 5445.567871
	Iteration 15Q: 3 clusters Score -5421116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -5421160.500000 Penalty: 5445.567871
	Iteration 16Q: 3 clusters Score -5421160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -5421185.500000 Penalty: 5445.567871
	Iteration 17Q: 3 clusters Score -5421186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -5421197.000000 Penalty: 5445.567871
	Iteration 18Q: 3 clusters Score -5421197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -5421206.500000 Penalty: 5445.567871
	Iteration 19Q: 3 clusters Score -5421206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -5421219.500000 Penalty: 5445.567871
	Iteration 20F: 3 clusters Score -5421220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -5421234.000000 Penalty: 5445.567871
	Iteration 21Q: 3 clusters Score -5421234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -5421237.000000 Penalty: 5445.567871
	Iteration 22Q: 3 clusters Score -5421237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -5421234.000000 Penalty: 5445.567871
	Iteration 23Q: 3 clusters Score -5421234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -5421239.000000 Penalty: 5445.567871
	Iteration 24Q: 3 clusters Score -5421239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -5421245.500000 Penalty: 5445.567871
	Iteration 25Q: 3 clusters Score -5421246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -5421242.000000 Penalty: 5445.567871
	Iteration 26Q: 3 clusters Score -5421242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -5421244.000000 Penalty: 5445.567871
	Iteration 27Q: 3 clusters Score -5421244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -5421245.000000 Penalty: 5445.567871
	Iteration 28Q: 3 clusters Score -5421245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -5421250.500000 Penalty: 5445.567871
	Iteration 29Q: 3 clusters Score -5421250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -5421254.500000 Penalty: 5445.567871
	Iteration 30Q: 3 clusters Score -5421254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -5421256.500000 Penalty: 5445.567871
	Iteration 31Q: 3 clusters Score -5421256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -5421258.000000 Penalty: 5445.567871
	Iteration 32Q: 3 clusters Score -5421258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -5421258.000000 Penalty: 5445.567871
	Iteration 33F: 3 clusters Score -5421258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -90018.710938 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -90018.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -88047.656250 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -88047.66 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -88794.234375 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -88794.23 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89210.148438 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -89210.15 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89438.000000 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -89438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89595.390625 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -89595.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -89710.218750 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -89710.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -89796.625000 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -89796.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -89854.882812 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -89854.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -89891.945312 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -89891.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -89945.609375 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -89945.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -90017.523438 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -90017.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -90069.507812 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -90069.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -90132.304688 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -90132.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90223.695312 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -90223.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90327.171875 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -90327.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90414.687500 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -90414.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90540.179688 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -90540.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90946.210938 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -90946.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91270.632812 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -91270.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91283.085938 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -91283.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91297.312500 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -91297.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91306.921875 Penalty: 3485.548096
	Iteration 21Q: 3 clusters Score -91306.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91313.523438 Penalty: 3485.548096
	Iteration 22Q: 3 clusters Score -91313.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91320.828125 Penalty: 3485.548096
	Iteration 23Q: 3 clusters Score -91320.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91327.140625 Penalty: 3485.548096
	Iteration 24Q: 3 clusters Score -91327.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91333.570312 Penalty: 3485.548096
	Iteration 25Q: 3 clusters Score -91333.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91334.937500 Penalty: 3485.548096
	Iteration 26Q: 3 clusters Score -91334.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91334.937500 Penalty: 3485.548096
	Iteration 27F: 3 clusters Score -91334.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187721 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437129 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 164573 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40715 members 
Mstep: Class 23 contains 58628 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 378 members 
Entering Unmasked Estep 
Score: -93622408.000000 Penalty: 89408.812500
Splitting cluster 24 changes total score from -93622808.000000 to -93622408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -91766.164062 Penalty: 1751.210938
	Iteration 0F: 2 clusters Score -91766.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89818.101562 Penalty: 3502.421875
	Iteration 0F: 3 clusters Score -89818.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -90576.468750 Penalty: 3502.421875
	Iteration 1F: 3 clusters Score -90576.47 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91220.750000 Penalty: 3502.421875
	Iteration 2F: 3 clusters Score -91220.75 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -91925.648438 Penalty: 3502.421875
	Iteration 3F: 3 clusters Score -91925.65 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -92305.046875 Penalty: 3502.421875
	Iteration 4F: 3 clusters Score -92305.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -92486.742188 Penalty: 3502.421875
	Iteration 5Q: 3 clusters Score -92486.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -92642.843750 Penalty: 3502.421875
	Iteration 6Q: 3 clusters Score -92642.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -92752.976562 Penalty: 3502.421875
	Iteration 7Q: 3 clusters Score -92752.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -92789.367188 Penalty: 3502.421875
	Iteration 8Q: 3 clusters Score -92789.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -92789.367188 Penalty: 3502.421875
	Iteration 9F: 3 clusters Score -92789.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187721 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437129 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 164573 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40715 members 
Mstep: Class 23 contains 58628 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 843 members 
Entering Unmasked Estep 
Score: -93622024.000000 Penalty: 89408.812500
Splitting cluster 25 changes total score from -93622808.000000 to -93622024.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187721 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 437129 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 164573 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40715 members 
Mstep: Class 23 contains 58628 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622824.000000 Penalty: 85970.007812
Iteration 119Q: 26 clusters Score -9.362282e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 10657 members 
Mstep: Class 6 contains 187679 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 14848 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39916 members 
Mstep: Class 12 contains 437110 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 13440 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 164573 members 
Mstep: Class 20 contains 11620 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 40745 members 
Mstep: Class 23 contains 58637 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622912.000000 Penalty: 85970.007812
Iteration 120F: 26 clusters Score -9.362291e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 187631 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7551 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39916 members 
Mstep: Class 12 contains 437077 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 13442 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 164560 members 
Mstep: Class 20 contains 11653 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 40775 members 
Mstep: Class 23 contains 58651 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622864.000000 Penalty: 85970.007812
Iteration 121Q: 26 clusters Score -9.362286e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 10652 members 
Mstep: Class 6 contains 187585 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39915 members 
Mstep: Class 12 contains 437049 members 
Mstep: Class 13 contains 4888 members 
Mstep: Class 14 contains 13441 members 
Mstep: Class 15 contains 27491 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 164556 members 
Mstep: Class 20 contains 11675 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 40798 members 
Mstep: Class 23 contains 58662 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622944.000000 Penalty: 85970.007812
Iteration 122Q: 26 clusters Score -9.362294e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 431 members 
Mstep: Class 5 contains 10647 members 
Mstep: Class 6 contains 187534 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7567 members 
Mstep: Class 9 contains 14885 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39915 members 
Mstep: Class 12 contains 437018 members 
Mstep: Class 13 contains 4889 members 
Mstep: Class 14 contains 13442 members 
Mstep: Class 15 contains 27491 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7931 members 
Mstep: Class 19 contains 164561 members 
Mstep: Class 20 contains 11697 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 40829 members 
Mstep: Class 23 contains 58666 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622992.000000 Penalty: 85970.007812
Iteration 123Q: 26 clusters Score -9.362299e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 10644 members 
Mstep: Class 6 contains 187501 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39915 members 
Mstep: Class 12 contains 436997 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 13446 members 
Mstep: Class 15 contains 27490 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164555 members 
Mstep: Class 20 contains 11726 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 40859 members 
Mstep: Class 23 contains 58660 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622920.000000 Penalty: 85970.007812
Iteration 124Q: 26 clusters Score -9.362292e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 187471 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7603 members 
Mstep: Class 9 contains 14881 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39915 members 
Mstep: Class 12 contains 436973 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 13448 members 
Mstep: Class 15 contains 27489 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 164542 members 
Mstep: Class 20 contains 11749 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 40879 members 
Mstep: Class 23 contains 58655 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623064.000000 Penalty: 85970.007812
Iteration 125Q: 26 clusters Score -9.362306e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 10638 members 
Mstep: Class 6 contains 187437 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39915 members 
Mstep: Class 12 contains 436954 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 13448 members 
Mstep: Class 15 contains 27493 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 164537 members 
Mstep: Class 20 contains 11771 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 40904 members 
Mstep: Class 23 contains 58655 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622976.000000 Penalty: 85970.007812
Iteration 126Q: 26 clusters Score -9.362298e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5731 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187406 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7615 members 
Mstep: Class 9 contains 14863 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39915 members 
Mstep: Class 12 contains 436939 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 27493 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7918 members 
Mstep: Class 19 contains 164537 members 
Mstep: Class 20 contains 11802 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 40925 members 
Mstep: Class 23 contains 58655 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623136.000000 Penalty: 85970.007812
Iteration 127Q: 26 clusters Score -9.362314e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 436 members 
Mstep: Class 5 contains 10647 members 
Mstep: Class 6 contains 187379 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 14848 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39915 members 
Mstep: Class 12 contains 436926 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 13451 members 
Mstep: Class 15 contains 27498 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 164535 members 
Mstep: Class 20 contains 11843 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 40938 members 
Mstep: Class 23 contains 58652 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623376.000000 Penalty: 85970.007812
Iteration 128Q: 26 clusters Score -9.362338e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 438 members 
Mstep: Class 5 contains 10650 members 
Mstep: Class 6 contains 187352 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39916 members 
Mstep: Class 12 contains 436910 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 27502 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 164532 members 
Mstep: Class 20 contains 11864 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 40949 members 
Mstep: Class 23 contains 58658 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623464.000000 Penalty: 85970.007812
Iteration 129Q: 26 clusters Score -9.362346e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 10651 members 
Mstep: Class 6 contains 187331 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7638 members 
Mstep: Class 9 contains 14818 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39917 members 
Mstep: Class 12 contains 436904 members 
Mstep: Class 13 contains 4908 members 
Mstep: Class 14 contains 13455 members 
Mstep: Class 15 contains 27502 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 164528 members 
Mstep: Class 20 contains 11891 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40955 members 
Mstep: Class 23 contains 58665 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623464.000000 Penalty: 85970.007812
Iteration 130Q: 26 clusters Score -9.362346e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10651 members 
Mstep: Class 6 contains 187310 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 14808 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39917 members 
Mstep: Class 12 contains 436903 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 27501 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7897 members 
Mstep: Class 19 contains 164533 members 
Mstep: Class 20 contains 11917 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 40964 members 
Mstep: Class 23 contains 58665 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623352.000000 Penalty: 85970.007812
Iteration 131Q: 26 clusters Score -9.362335e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 187292 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7646 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39917 members 
Mstep: Class 12 contains 436891 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13451 members 
Mstep: Class 15 contains 27503 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 164524 members 
Mstep: Class 20 contains 11947 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 40966 members 
Mstep: Class 23 contains 58668 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623480.000000 Penalty: 85970.007812
Iteration 132Q: 26 clusters Score -9.362348e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10650 members 
Mstep: Class 6 contains 187269 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7642 members 
Mstep: Class 9 contains 14792 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39918 members 
Mstep: Class 12 contains 436877 members 
Mstep: Class 13 contains 4908 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 3690 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 164525 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 40973 members 
Mstep: Class 23 contains 58672 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623512.000000 Penalty: 85970.007812
Iteration 133Q: 26 clusters Score -9.362351e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10652 members 
Mstep: Class 6 contains 187248 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7640 members 
Mstep: Class 9 contains 14780 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39918 members 
Mstep: Class 12 contains 436870 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 27498 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 164513 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 40983 members 
Mstep: Class 23 contains 58678 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623592.000000 Penalty: 85970.007812
Iteration 134Q: 26 clusters Score -9.362359e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 10654 members 
Mstep: Class 6 contains 187225 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7626 members 
Mstep: Class 9 contains 14769 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39918 members 
Mstep: Class 12 contains 436871 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 13456 members 
Mstep: Class 15 contains 27498 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 164505 members 
Mstep: Class 20 contains 12047 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 40995 members 
Mstep: Class 23 contains 58676 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623544.000000 Penalty: 85970.007812
Iteration 135Q: 26 clusters Score -9.362354e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 10654 members 
Mstep: Class 6 contains 187201 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7629 members 
Mstep: Class 9 contains 14756 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39919 members 
Mstep: Class 12 contains 436870 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 13459 members 
Mstep: Class 15 contains 27501 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 164494 members 
Mstep: Class 20 contains 12071 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 41009 members 
Mstep: Class 23 contains 58679 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623512.000000 Penalty: 85970.007812
Iteration 136Q: 26 clusters Score -9.362351e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 10655 members 
Mstep: Class 6 contains 187184 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 14747 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39919 members 
Mstep: Class 12 contains 436869 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 13462 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 164487 members 
Mstep: Class 20 contains 12091 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 41020 members 
Mstep: Class 23 contains 58681 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623408.000000 Penalty: 85970.007812
Iteration 137Q: 26 clusters Score -9.362341e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 187169 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 14742 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39919 members 
Mstep: Class 12 contains 436861 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 13462 members 
Mstep: Class 15 contains 27501 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 164486 members 
Mstep: Class 20 contains 12108 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 41028 members 
Mstep: Class 23 contains 58684 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623424.000000 Penalty: 85970.007812
Iteration 138Q: 26 clusters Score -9.362342e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 187148 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7621 members 
Mstep: Class 9 contains 14738 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39919 members 
Mstep: Class 12 contains 436850 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13465 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 164490 members 
Mstep: Class 20 contains 12126 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 41034 members 
Mstep: Class 23 contains 58689 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623448.000000 Penalty: 85970.007812
Iteration 139Q: 26 clusters Score -9.362345e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 10652 members 
Mstep: Class 6 contains 187139 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7626 members 
Mstep: Class 9 contains 14725 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39921 members 
Mstep: Class 12 contains 436848 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 13468 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 164480 members 
Mstep: Class 20 contains 12153 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 41027 members 
Mstep: Class 23 contains 58692 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623536.000000 Penalty: 85970.007812
Iteration 140F: 26 clusters Score -9.362354e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 10651 members 
Mstep: Class 6 contains 187134 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7622 members 
Mstep: Class 9 contains 14708 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39922 members 
Mstep: Class 12 contains 436852 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13469 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 164484 members 
Mstep: Class 20 contains 12172 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 41025 members 
Mstep: Class 23 contains 58694 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623616.000000 Penalty: 85970.007812
Iteration 141Q: 26 clusters Score -9.362362e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 10651 members 
Mstep: Class 6 contains 187127 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39923 members 
Mstep: Class 12 contains 436850 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7908 members 
Mstep: Class 19 contains 164469 members 
Mstep: Class 20 contains 12197 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 41024 members 
Mstep: Class 23 contains 58699 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623504.000000 Penalty: 85970.007812
Iteration 142Q: 26 clusters Score -9.36235e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 10651 members 
Mstep: Class 6 contains 187120 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7613 members 
Mstep: Class 9 contains 14703 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39923 members 
Mstep: Class 12 contains 436840 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 27501 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 164464 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 41025 members 
Mstep: Class 23 contains 58701 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623504.000000 Penalty: 85970.007812
Iteration 143Q: 26 clusters Score -9.36235e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 10654 members 
Mstep: Class 6 contains 187114 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7616 members 
Mstep: Class 9 contains 14695 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39924 members 
Mstep: Class 12 contains 436827 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 27502 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 164469 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 41025 members 
Mstep: Class 23 contains 58704 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 85970.007812
Iteration 144Q: 26 clusters Score -9.36235e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187106 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 14689 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39924 members 
Mstep: Class 12 contains 436814 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13469 members 
Mstep: Class 15 contains 27504 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 164468 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 41028 members 
Mstep: Class 23 contains 58704 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623584.000000 Penalty: 85970.007812
Iteration 145Q: 26 clusters Score -9.362358e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 10658 members 
Mstep: Class 6 contains 187094 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 14684 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39924 members 
Mstep: Class 12 contains 436810 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13473 members 
Mstep: Class 15 contains 27506 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 164469 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 41029 members 
Mstep: Class 23 contains 58706 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623568.000000 Penalty: 85970.007812
Iteration 146Q: 26 clusters Score -9.362357e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 187087 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7618 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39924 members 
Mstep: Class 12 contains 436802 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 27507 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7903 members 
Mstep: Class 19 contains 164472 members 
Mstep: Class 20 contains 12274 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 41038 members 
Mstep: Class 23 contains 58707 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623648.000000 Penalty: 85970.007812
Iteration 147Q: 26 clusters Score -9.362365e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 187082 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39924 members 
Mstep: Class 12 contains 436795 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 27510 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 164470 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 41040 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623608.000000 Penalty: 85970.007812
Iteration 148Q: 26 clusters Score -9.362361e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 10650 members 
Mstep: Class 6 contains 187075 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39924 members 
Mstep: Class 12 contains 436794 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 27515 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7910 members 
Mstep: Class 19 contains 164476 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 41044 members 
Mstep: Class 23 contains 58711 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623656.000000 Penalty: 85970.007812
Iteration 149Q: 26 clusters Score -9.362366e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 10648 members 
Mstep: Class 6 contains 187064 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 14670 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39925 members 
Mstep: Class 12 contains 436788 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 27521 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 164476 members 
Mstep: Class 20 contains 12321 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 41047 members 
Mstep: Class 23 contains 58712 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623592.000000 Penalty: 85970.007812
Iteration 150Q: 26 clusters Score -9.362359e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 10647 members 
Mstep: Class 6 contains 187062 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7573 members 
Mstep: Class 9 contains 14664 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39925 members 
Mstep: Class 12 contains 436786 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 27525 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 164478 members 
Mstep: Class 20 contains 12343 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 41044 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623560.000000 Penalty: 85970.007812
Iteration 151Q: 26 clusters Score -9.362356e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 187060 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7554 members 
Mstep: Class 9 contains 14662 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39925 members 
Mstep: Class 12 contains 436780 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 27525 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 164492 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 41041 members 
Mstep: Class 23 contains 58709 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623528.000000 Penalty: 85970.007812
Iteration 152Q: 26 clusters Score -9.362353e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 187061 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7539 members 
Mstep: Class 9 contains 14660 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39925 members 
Mstep: Class 12 contains 436773 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 27524 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 164494 members 
Mstep: Class 20 contains 12383 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 41041 members 
Mstep: Class 23 contains 58708 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623544.000000 Penalty: 85970.007812
Iteration 153Q: 26 clusters Score -9.362354e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 187057 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 14653 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 436769 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13473 members 
Mstep: Class 15 contains 27525 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 164492 members 
Mstep: Class 20 contains 12410 members 
Mstep: Class 21 contains 7054 members 
Mstep: Class 22 contains 41040 members 
Mstep: Class 23 contains 58711 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623488.000000 Penalty: 85970.007812
Iteration 154Q: 26 clusters Score -9.362349e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 187054 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 14650 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39927 members 
Mstep: Class 12 contains 436764 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13474 members 
Mstep: Class 15 contains 27527 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 164497 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 41039 members 
Mstep: Class 23 contains 58711 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623456.000000 Penalty: 85970.007812
Iteration 155Q: 26 clusters Score -9.362346e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 187054 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39927 members 
Mstep: Class 12 contains 436762 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13474 members 
Mstep: Class 15 contains 27527 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7915 members 
Mstep: Class 19 contains 164506 members 
Mstep: Class 20 contains 12437 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 41038 members 
Mstep: Class 23 contains 58708 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623424.000000 Penalty: 85970.007812
Iteration 156Q: 26 clusters Score -9.362342e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 187051 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7495 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39927 members 
Mstep: Class 12 contains 436748 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13475 members 
Mstep: Class 15 contains 27528 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7916 members 
Mstep: Class 19 contains 164506 members 
Mstep: Class 20 contains 12453 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 41037 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623544.000000 Penalty: 85970.007812
Iteration 157Q: 26 clusters Score -9.362354e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 187049 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39927 members 
Mstep: Class 12 contains 436742 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 13476 members 
Mstep: Class 15 contains 27529 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7916 members 
Mstep: Class 19 contains 164503 members 
Mstep: Class 20 contains 12470 members 
Mstep: Class 21 contains 7057 members 
Mstep: Class 22 contains 41036 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623512.000000 Penalty: 85970.007812
Iteration 158Q: 26 clusters Score -9.362351e+07 nChanged 88
Entering ConstructFrom: 
Score: -93623512.000000 Penalty: 85970.007812
Entering ConstructFrom: 
Trying to split cluster 1 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -163436.859375 Penalty: 1882.906860
	Iteration 0F: 2 clusters Score -163436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -160860.187500 Penalty: 3765.813721
	Iteration 0F: 3 clusters Score -160860.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161459.875000 Penalty: 3765.813721
	Iteration 1F: 3 clusters Score -161459.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -161992.078125 Penalty: 3765.813721
	Iteration 2F: 3 clusters Score -161992.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -162719.000000 Penalty: 3765.813721
	Iteration 3F: 3 clusters Score -162719 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -163112.390625 Penalty: 3765.813721
	Iteration 4F: 3 clusters Score -163112.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -163391.453125 Penalty: 3765.813721
	Iteration 5F: 3 clusters Score -163391.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -163563.109375 Penalty: 3765.813721
	Iteration 6Q: 3 clusters Score -163563.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -163723.531250 Penalty: 3765.813721
	Iteration 7Q: 3 clusters Score -163723.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -163950.796875 Penalty: 3765.813721
	Iteration 8Q: 3 clusters Score -163950.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -164106.125000 Penalty: 3765.813721
	Iteration 9Q: 3 clusters Score -164106.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -164199.687500 Penalty: 3765.813721
	Iteration 10Q: 3 clusters Score -164199.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -164252.062500 Penalty: 3765.813721
	Iteration 11Q: 3 clusters Score -164252.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -164278.562500 Penalty: 3765.813721
	Iteration 12Q: 3 clusters Score -164278.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -164303.671875 Penalty: 3765.813721
	Iteration 13Q: 3 clusters Score -164303.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -164343.171875 Penalty: 3765.813721
	Iteration 14Q: 3 clusters Score -164343.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -164382.109375 Penalty: 3765.813721
	Iteration 15Q: 3 clusters Score -164382.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -164420.562500 Penalty: 3765.813721
	Iteration 16Q: 3 clusters Score -164420.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -164440.718750 Penalty: 3765.813721
	Iteration 17Q: 3 clusters Score -164440.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -164448.187500 Penalty: 3765.813721
	Iteration 18Q: 3 clusters Score -164448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -164456.234375 Penalty: 3765.813721
	Iteration 19Q: 3 clusters Score -164456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -164461.875000 Penalty: 3765.813721
	Iteration 20F: 3 clusters Score -164461.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -164476.078125 Penalty: 3765.813721
	Iteration 21Q: 3 clusters Score -164476.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -164520.937500 Penalty: 3765.813721
	Iteration 22Q: 3 clusters Score -164520.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -164657.546875 Penalty: 3765.813721
	Iteration 23Q: 3 clusters Score -164657.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -164794.140625 Penalty: 3765.813721
	Iteration 24Q: 3 clusters Score -164794.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -164833.859375 Penalty: 3765.813721
	Iteration 25Q: 3 clusters Score -164833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -164838.843750 Penalty: 3765.813721
	Iteration 26Q: 3 clusters Score -164838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -164838.843750 Penalty: 3765.813721
	Iteration 27F: 3 clusters Score -164838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 187048 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 436735 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 164500 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 1225 members 
Entering Unmasked Estep 
Score: -93623080.000000 Penalty: 89408.812500
Splitting cluster 1 changes total score from -93623512.000000 to -93623080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -38836.417969 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -38836.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37386.812500 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -37386.81 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37925.027344 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -37925.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38131.183594 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -38131.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38272.265625 Penalty: 3123.366211
	Iteration 3F: 3 clusters Score -38272.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38389.679688 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -38389.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38450.597656 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -38450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38530.308594 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -38530.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38719.464844 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -38719.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38907.394531 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -38907.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38969.347656 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -38969.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39029.324219 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -39029.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39040.589844 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -39040.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39055.906250 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -39055.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39055.906250 Penalty: 3123.366211
	Iteration 13F: 3 clusters Score -39055.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 187048 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 436735 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 164500 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
Score: -93621880.000000 Penalty: 89408.812500
Splitting cluster 2 changes total score from -93623512.000000 to -93621880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -530881.562500 Penalty: 2145.930908
	Iteration 0F: 2 clusters Score -530881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -525893.625000 Penalty: 4291.861816
	Iteration 0F: 3 clusters Score -525893.6 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -527142.125000 Penalty: 4291.861816
	Iteration 1F: 3 clusters Score -527142.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -527385.687500 Penalty: 4291.861816
	Iteration 2F: 3 clusters Score -527385.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -527569.312500 Penalty: 4291.861816
	Iteration 3F: 3 clusters Score -527569.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -527706.000000 Penalty: 4291.861816
	Iteration 4Q: 3 clusters Score -527706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -527832.375000 Penalty: 4291.861816
	Iteration 5Q: 3 clusters Score -527832.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -527951.750000 Penalty: 4291.861816
	Iteration 6Q: 3 clusters Score -527951.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -528059.500000 Penalty: 4291.861816
	Iteration 7Q: 3 clusters Score -528059.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -528163.312500 Penalty: 4291.861816
	Iteration 8Q: 3 clusters Score -528163.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -528244.500000 Penalty: 4291.861816
	Iteration 9Q: 3 clusters Score -528244.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -528314.437500 Penalty: 4291.861816
	Iteration 10Q: 3 clusters Score -528314.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -528391.250000 Penalty: 4291.861816
	Iteration 11Q: 3 clusters Score -528391.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -528468.062500 Penalty: 4291.861816
	Iteration 12Q: 3 clusters Score -528468.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -528544.000000 Penalty: 4291.861816
	Iteration 13Q: 3 clusters Score -528544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -528607.375000 Penalty: 4291.861816
	Iteration 14Q: 3 clusters Score -528607.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -528667.312500 Penalty: 4291.861816
	Iteration 15Q: 3 clusters Score -528667.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -528729.000000 Penalty: 4291.861816
	Iteration 16Q: 3 clusters Score -528729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -528769.437500 Penalty: 4291.861816
	Iteration 17Q: 3 clusters Score -528769.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -528807.625000 Penalty: 4291.861816
	Iteration 18Q: 3 clusters Score -528807.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -528849.250000 Penalty: 4291.861816
	Iteration 19Q: 3 clusters Score -528849.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -528886.375000 Penalty: 4291.861816
	Iteration 20F: 3 clusters Score -528886.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -528914.187500 Penalty: 4291.861816
	Iteration 21Q: 3 clusters Score -528914.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -528940.062500 Penalty: 4291.861816
	Iteration 22Q: 3 clusters Score -528940.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -528961.937500 Penalty: 4291.861816
	Iteration 23Q: 3 clusters Score -528961.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -528978.000000 Penalty: 4291.861816
	Iteration 24Q: 3 clusters Score -528978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -528992.437500 Penalty: 4291.861816
	Iteration 25Q: 3 clusters Score -528992.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -529009.125000 Penalty: 4291.861816
	Iteration 26Q: 3 clusters Score -529009.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -529025.187500 Penalty: 4291.861816
	Iteration 27Q: 3 clusters Score -529025.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -529042.812500 Penalty: 4291.861816
	Iteration 28Q: 3 clusters Score -529042.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -529057.500000 Penalty: 4291.861816
	Iteration 29Q: 3 clusters Score -529057.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -529071.562500 Penalty: 4291.861816
	Iteration 30Q: 3 clusters Score -529071.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -529081.375000 Penalty: 4291.861816
	Iteration 31Q: 3 clusters Score -529081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -529090.062500 Penalty: 4291.861816
	Iteration 32Q: 3 clusters Score -529090.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -529094.187500 Penalty: 4291.861816
	Iteration 33Q: 3 clusters Score -529094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -529099.687500 Penalty: 4291.861816
	Iteration 34Q: 3 clusters Score -529099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -529100.375000 Penalty: 4291.861816
	Iteration 35Q: 3 clusters Score -529100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -529102.125000 Penalty: 4291.861816
	Iteration 36Q: 3 clusters Score -529102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -529104.375000 Penalty: 4291.861816
	Iteration 37Q: 3 clusters Score -529104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -529104.375000 Penalty: 4291.861816
	Iteration 38F: 3 clusters Score -529104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -30947.126953 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -30947.13 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 221 members 
Entering Unmasked Estep 
Score: -29520.570312 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -29520.57 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29726.292969 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -29726.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29827.318359 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -29827.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29848.054688 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -29848.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29864.728516 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -29864.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29875.884766 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -29875.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29877.839844 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -29877.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29881.058594 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -29881.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29883.763672 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -29883.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29885.708984 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -29885.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29887.892578 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -29887.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29893.929688 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -29893.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29897.662109 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -29897.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29897.662109 Penalty: 3022.410645
	Iteration 13F: 3 clusters Score -29897.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Entering Unmasked Estep 
Score: -903113.750000 Penalty: 2299.665527
	Iteration 0F: 2 clusters Score -903113.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -894914.562500 Penalty: 4599.331055
	Iteration 0F: 3 clusters Score -894914.6 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -897312.625000 Penalty: 4599.331055
	Iteration 1F: 3 clusters Score -897312.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -897667.937500 Penalty: 4599.331055
	Iteration 2F: 3 clusters Score -897667.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -897929.437500 Penalty: 4599.331055
	Iteration 3F: 3 clusters Score -897929.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -898126.062500 Penalty: 4599.331055
	Iteration 4Q: 3 clusters Score -898126.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -898277.687500 Penalty: 4599.331055
	Iteration 5Q: 3 clusters Score -898277.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -898406.250000 Penalty: 4599.331055
	Iteration 6Q: 3 clusters Score -898406.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -898511.687500 Penalty: 4599.331055
	Iteration 7Q: 3 clusters Score -898511.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -898596.875000 Penalty: 4599.331055
	Iteration 8Q: 3 clusters Score -898596.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -898708.687500 Penalty: 4599.331055
	Iteration 9Q: 3 clusters Score -898708.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -898832.375000 Penalty: 4599.331055
	Iteration 10Q: 3 clusters Score -898832.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -898972.812500 Penalty: 4599.331055
	Iteration 11Q: 3 clusters Score -898972.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -899133.562500 Penalty: 4599.331055
	Iteration 12Q: 3 clusters Score -899133.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -899306.875000 Penalty: 4599.331055
	Iteration 13Q: 3 clusters Score -899306.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -899499.812500 Penalty: 4599.331055
	Iteration 14Q: 3 clusters Score -899499.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -899717.625000 Penalty: 4599.331055
	Iteration 15Q: 3 clusters Score -899717.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -899956.687500 Penalty: 4599.331055
	Iteration 16Q: 3 clusters Score -899956.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -900222.812500 Penalty: 4599.331055
	Iteration 17Q: 3 clusters Score -900222.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -900448.625000 Penalty: 4599.331055
	Iteration 18Q: 3 clusters Score -900448.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -900629.000000 Penalty: 4599.331055
	Iteration 19Q: 3 clusters Score -900629 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -900757.500000 Penalty: 4599.331055
	Iteration 20F: 3 clusters Score -900757.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -900851.937500 Penalty: 4599.331055
	Iteration 21Q: 3 clusters Score -900851.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -900920.750000 Penalty: 4599.331055
	Iteration 22Q: 3 clusters Score -900920.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -900981.750000 Penalty: 4599.331055
	Iteration 23Q: 3 clusters Score -900981.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -901024.250000 Penalty: 4599.331055
	Iteration 24Q: 3 clusters Score -901024.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -901052.250000 Penalty: 4599.331055
	Iteration 25Q: 3 clusters Score -901052.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -901063.125000 Penalty: 4599.331055
	Iteration 26Q: 3 clusters Score -901063.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -901075.000000 Penalty: 4599.331055
	Iteration 27Q: 3 clusters Score -901075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -901084.250000 Penalty: 4599.331055
	Iteration 28Q: 3 clusters Score -901084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -901086.750000 Penalty: 4599.331055
	Iteration 29Q: 3 clusters Score -901086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -901091.750000 Penalty: 4599.331055
	Iteration 30Q: 3 clusters Score -901091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -901099.437500 Penalty: 4599.331055
	Iteration 31Q: 3 clusters Score -901099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -901111.437500 Penalty: 4599.331055
	Iteration 32Q: 3 clusters Score -901111.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -901122.250000 Penalty: 4599.331055
	Iteration 33Q: 3 clusters Score -901122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -901130.562500 Penalty: 4599.331055
	Iteration 34Q: 3 clusters Score -901130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -901136.312500 Penalty: 4599.331055
	Iteration 35Q: 3 clusters Score -901136.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -901138.312500 Penalty: 4599.331055
	Iteration 36Q: 3 clusters Score -901138.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -901146.125000 Penalty: 4599.331055
	Iteration 37Q: 3 clusters Score -901146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -901149.812500 Penalty: 4599.331055
	Iteration 38Q: 3 clusters Score -901149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -901153.562500 Penalty: 4599.331055
	Iteration 39Q: 3 clusters Score -901153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -901155.375000 Penalty: 4599.331055
	Iteration 40F: 3 clusters Score -901155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -901156.875000 Penalty: 4599.331055
	Iteration 41Q: 3 clusters Score -901156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -901158.062500 Penalty: 4599.331055
	Iteration 42Q: 3 clusters Score -901158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -901159.250000 Penalty: 4599.331055
	Iteration 43Q: 3 clusters Score -901159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -901163.812500 Penalty: 4599.331055
	Iteration 44Q: 3 clusters Score -901163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -901165.000000 Penalty: 4599.331055
	Iteration 45Q: 3 clusters Score -901165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -901167.437500 Penalty: 4599.331055
	Iteration 46Q: 3 clusters Score -901167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -901169.812500 Penalty: 4599.331055
	Iteration 47Q: 3 clusters Score -901169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -901174.062500 Penalty: 4599.331055
	Iteration 48Q: 3 clusters Score -901174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -901175.937500 Penalty: 4599.331055
	Iteration 49Q: 3 clusters Score -901175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -901179.250000 Penalty: 4599.331055
	Iteration 50Q: 3 clusters Score -901179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -901181.437500 Penalty: 4599.331055
	Iteration 51Q: 3 clusters Score -901181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -901182.312500 Penalty: 4599.331055
	Iteration 52Q: 3 clusters Score -901182.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -901183.187500 Penalty: 4599.331055
	Iteration 53Q: 3 clusters Score -901183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -901184.687500 Penalty: 4599.331055
	Iteration 54Q: 3 clusters Score -901184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -901184.750000 Penalty: 4599.331055
	Iteration 55Q: 3 clusters Score -901184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -901184.750000 Penalty: 4599.331055
	Iteration 56F: 3 clusters Score -901184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (187048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187048 members 
Entering Unmasked Estep 
Score: -17081170.000000 Penalty: 3010.501709
	Iteration 0F: 2 clusters Score -1.708117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -16955558.000000 Penalty: 6021.003418
	Iteration 0F: 3 clusters Score -1.695556e+07 nChanged 90041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -17008150.000000 Penalty: 6021.003418
	Iteration 1F: 3 clusters Score -1.700815e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -17009122.000000 Penalty: 6021.003418
	Iteration 2Q: 3 clusters Score -1.700912e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -17010286.000000 Penalty: 6021.003418
	Iteration 3Q: 3 clusters Score -1.701029e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -17011448.000000 Penalty: 6021.003418
	Iteration 4Q: 3 clusters Score -1.701145e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -17012862.000000 Penalty: 6021.003418
	Iteration 5Q: 3 clusters Score -1.701286e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -17014792.000000 Penalty: 6021.003418
	Iteration 6Q: 3 clusters Score -1.701479e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -17017130.000000 Penalty: 6021.003418
	Iteration 7Q: 3 clusters Score -1.701713e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 77145 members 
Entering Unmasked Estep 
Score: -17020780.000000 Penalty: 6021.003418
	Iteration 8Q: 3 clusters Score -1.702078e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118401 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -17026854.000000 Penalty: 6021.003418
	Iteration 9F: 3 clusters Score -1.702685e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129144 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -17035830.000000 Penalty: 6021.003418
	Iteration 10F: 3 clusters Score -1.703583e+07 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -17046988.000000 Penalty: 6021.003418
	Iteration 11F: 3 clusters Score -1.704699e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -17056536.000000 Penalty: 6021.003418
	Iteration 12F: 3 clusters Score -1.705654e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -17062872.000000 Penalty: 6021.003418
	Iteration 13Q: 3 clusters Score -1.706287e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161279 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -17066600.000000 Penalty: 6021.003418
	Iteration 14Q: 3 clusters Score -1.70666e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -17069250.000000 Penalty: 6021.003418
	Iteration 15Q: 3 clusters Score -1.706925e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -17071604.000000 Penalty: 6021.003418
	Iteration 16Q: 3 clusters Score -1.70716e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171720 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -17073528.000000 Penalty: 6021.003418
	Iteration 17Q: 3 clusters Score -1.707353e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174127 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -17075202.000000 Penalty: 6021.003418
	Iteration 18Q: 3 clusters Score -1.70752e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176028 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -17076400.000000 Penalty: 6021.003418
	Iteration 19Q: 3 clusters Score -1.70764e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177542 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -17077320.000000 Penalty: 6021.003418
	Iteration 20F: 3 clusters Score -1.707732e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178668 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -17077994.000000 Penalty: 6021.003418
	Iteration 21Q: 3 clusters Score -1.707799e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179575 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -17078532.000000 Penalty: 6021.003418
	Iteration 22Q: 3 clusters Score -1.707853e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180310 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -17078882.000000 Penalty: 6021.003418
	Iteration 23Q: 3 clusters Score -1.707888e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180849 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -17079124.000000 Penalty: 6021.003418
	Iteration 24Q: 3 clusters Score -1.707912e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -17079310.000000 Penalty: 6021.003418
	Iteration 25Q: 3 clusters Score -1.707931e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181634 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -17079420.000000 Penalty: 6021.003418
	Iteration 26Q: 3 clusters Score -1.707942e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181923 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -17079554.000000 Penalty: 6021.003418
	Iteration 27Q: 3 clusters Score -1.707955e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182160 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -17079570.000000 Penalty: 6021.003418
	Iteration 28Q: 3 clusters Score -1.707957e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182375 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -17079598.000000 Penalty: 6021.003418
	Iteration 29Q: 3 clusters Score -1.70796e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182561 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -17079626.000000 Penalty: 6021.003418
	Iteration 30Q: 3 clusters Score -1.707963e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182710 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -17079646.000000 Penalty: 6021.003418
	Iteration 31Q: 3 clusters Score -1.707965e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182828 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -17079652.000000 Penalty: 6021.003418
	Iteration 32Q: 3 clusters Score -1.707965e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182933 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -17079666.000000 Penalty: 6021.003418
	Iteration 33Q: 3 clusters Score -1.707967e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183017 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -17079652.000000 Penalty: 6021.003418
	Iteration 34Q: 3 clusters Score -1.707965e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183089 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -17079688.000000 Penalty: 6021.003418
	Iteration 35Q: 3 clusters Score -1.707969e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183138 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -17079682.000000 Penalty: 6021.003418
	Iteration 36Q: 3 clusters Score -1.707968e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -17079698.000000 Penalty: 6021.003418
	Iteration 37Q: 3 clusters Score -1.70797e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183220 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -17079714.000000 Penalty: 6021.003418
	Iteration 38Q: 3 clusters Score -1.707971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183251 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -17079702.000000 Penalty: 6021.003418
	Iteration 39Q: 3 clusters Score -1.70797e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183286 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -17079680.000000 Penalty: 6021.003418
	Iteration 40F: 3 clusters Score -1.707968e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183316 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -17079690.000000 Penalty: 6021.003418
	Iteration 41Q: 3 clusters Score -1.707969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183339 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -17079722.000000 Penalty: 6021.003418
	Iteration 42Q: 3 clusters Score -1.707972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183362 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -17079718.000000 Penalty: 6021.003418
	Iteration 43Q: 3 clusters Score -1.707972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183384 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -17079720.000000 Penalty: 6021.003418
	Iteration 44Q: 3 clusters Score -1.707972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183401 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -17079736.000000 Penalty: 6021.003418
	Iteration 45Q: 3 clusters Score -1.707974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183418 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -17079760.000000 Penalty: 6021.003418
	Iteration 46Q: 3 clusters Score -1.707976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183429 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -17079750.000000 Penalty: 6021.003418
	Iteration 47Q: 3 clusters Score -1.707975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183441 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -17079746.000000 Penalty: 6021.003418
	Iteration 48Q: 3 clusters Score -1.707975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183451 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -17079754.000000 Penalty: 6021.003418
	Iteration 49Q: 3 clusters Score -1.707975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183462 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -17079740.000000 Penalty: 6021.003418
	Iteration 50Q: 3 clusters Score -1.707974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183469 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -17079732.000000 Penalty: 6021.003418
	Iteration 51Q: 3 clusters Score -1.707973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183476 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -17079734.000000 Penalty: 6021.003418
	Iteration 52Q: 3 clusters Score -1.707973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -17079720.000000 Penalty: 6021.003418
	Iteration 53Q: 3 clusters Score -1.707972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -17079720.000000 Penalty: 6021.003418
	Iteration 54Q: 3 clusters Score -1.707972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183508 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -17079728.000000 Penalty: 6021.003418
	Iteration 55Q: 3 clusters Score -1.707973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183517 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -17079730.000000 Penalty: 6021.003418
	Iteration 56Q: 3 clusters Score -1.707973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183532 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -17079722.000000 Penalty: 6021.003418
	Iteration 57Q: 3 clusters Score -1.707972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183548 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -17079740.000000 Penalty: 6021.003418
	Iteration 58Q: 3 clusters Score -1.707974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -17079736.000000 Penalty: 6021.003418
	Iteration 59Q: 3 clusters Score -1.707974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183586 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -17079736.000000 Penalty: 6021.003418
	Iteration 60F: 3 clusters Score -1.707974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183603 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -17079742.000000 Penalty: 6021.003418
	Iteration 61Q: 3 clusters Score -1.707974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183614 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -17079744.000000 Penalty: 6021.003418
	Iteration 62Q: 3 clusters Score -1.707974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183622 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -17079744.000000 Penalty: 6021.003418
	Iteration 63Q: 3 clusters Score -1.707974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183633 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 6021.003418
	Iteration 64Q: 3 clusters Score -1.707976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183643 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 6021.003418
	Iteration 65Q: 3 clusters Score -1.707976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183648 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -17079774.000000 Penalty: 6021.003418
	Iteration 66Q: 3 clusters Score -1.707977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183654 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 6021.003418
	Iteration 67Q: 3 clusters Score -1.707976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183660 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 6021.003418
	Iteration 68Q: 3 clusters Score -1.707976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183663 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 6021.003418
	Iteration 69Q: 3 clusters Score -1.707976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183664 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 6021.003418
	Iteration 70Q: 3 clusters Score -1.707976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183666 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -17079762.000000 Penalty: 6021.003418
	Iteration 71Q: 3 clusters Score -1.707976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183667 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -17079768.000000 Penalty: 6021.003418
	Iteration 72Q: 3 clusters Score -1.707977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183669 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 6021.003418
	Iteration 73Q: 3 clusters Score -1.707976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183673 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -17079756.000000 Penalty: 6021.003418
	Iteration 74Q: 3 clusters Score -1.707976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183677 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -17079762.000000 Penalty: 6021.003418
	Iteration 75Q: 3 clusters Score -1.707976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183680 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -17079768.000000 Penalty: 6021.003418
	Iteration 76Q: 3 clusters Score -1.707977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183680 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -17079778.000000 Penalty: 6021.003418
	Iteration 77Q: 3 clusters Score -1.707978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183681 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -17079786.000000 Penalty: 6021.003418
	Iteration 78Q: 3 clusters Score -1.707979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183683 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -17079784.000000 Penalty: 6021.003418
	Iteration 79Q: 3 clusters Score -1.707978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183683 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -17079784.000000 Penalty: 6021.003418
	Iteration 80F: 3 clusters Score -1.707978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -134098.187500 Penalty: 1833.070923
	Iteration 0F: 2 clusters Score -134098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -131809.875000 Penalty: 3666.141846
	Iteration 0F: 3 clusters Score -131809.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -132305.265625 Penalty: 3666.141846
	Iteration 1F: 3 clusters Score -132305.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -132525.546875 Penalty: 3666.141846
	Iteration 2F: 3 clusters Score -132525.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -132751.953125 Penalty: 3666.141846
	Iteration 3F: 3 clusters Score -132752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -133043.468750 Penalty: 3666.141846
	Iteration 4F: 3 clusters Score -133043.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -133506.109375 Penalty: 3666.141846
	Iteration 5F: 3 clusters Score -133506.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -134071.140625 Penalty: 3666.141846
	Iteration 6F: 3 clusters Score -134071.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -134218.984375 Penalty: 3666.141846
	Iteration 7Q: 3 clusters Score -134219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -134251.031250 Penalty: 3666.141846
	Iteration 8Q: 3 clusters Score -134251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -134265.125000 Penalty: 3666.141846
	Iteration 9Q: 3 clusters Score -134265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -134271.609375 Penalty: 3666.141846
	Iteration 10Q: 3 clusters Score -134271.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -134278.359375 Penalty: 3666.141846
	Iteration 11Q: 3 clusters Score -134278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -134280.171875 Penalty: 3666.141846
	Iteration 12Q: 3 clusters Score -134280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -134280.171875 Penalty: 3666.141846
	Iteration 13F: 3 clusters Score -134280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 187048 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 436735 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 164500 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 1012 members 
Entering Unmasked Estep 
Score: -93621968.000000 Penalty: 89408.812500
Splitting cluster 7 changes total score from -93623512.000000 to -93621968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Entering Unmasked Estep 
Score: -649312.062500 Penalty: 2212.355957
	Iteration 0F: 2 clusters Score -649312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -643177.125000 Penalty: 4424.711914
	Iteration 0F: 3 clusters Score -643177.1 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -644826.437500 Penalty: 4424.711914
	Iteration 1F: 3 clusters Score -644826.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -645150.750000 Penalty: 4424.711914
	Iteration 2F: 3 clusters Score -645150.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -645403.125000 Penalty: 4424.711914
	Iteration 3F: 3 clusters Score -645403.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -645592.625000 Penalty: 4424.711914
	Iteration 4Q: 3 clusters Score -645592.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -645770.687500 Penalty: 4424.711914
	Iteration 5Q: 3 clusters Score -645770.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -645996.562500 Penalty: 4424.711914
	Iteration 6Q: 3 clusters Score -645996.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -646283.000000 Penalty: 4424.711914
	Iteration 7Q: 3 clusters Score -646283 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -646636.437500 Penalty: 4424.711914
	Iteration 8Q: 3 clusters Score -646636.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -647024.375000 Penalty: 4424.711914
	Iteration 9Q: 3 clusters Score -647024.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -647314.562500 Penalty: 4424.711914
	Iteration 10Q: 3 clusters Score -647314.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -647559.000000 Penalty: 4424.711914
	Iteration 11Q: 3 clusters Score -647559 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -647754.812500 Penalty: 4424.711914
	Iteration 12Q: 3 clusters Score -647754.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -647907.812500 Penalty: 4424.711914
	Iteration 13Q: 3 clusters Score -647907.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -648056.812500 Penalty: 4424.711914
	Iteration 14Q: 3 clusters Score -648056.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -648248.062500 Penalty: 4424.711914
	Iteration 15Q: 3 clusters Score -648248.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -648478.375000 Penalty: 4424.711914
	Iteration 16Q: 3 clusters Score -648478.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -648679.500000 Penalty: 4424.711914
	Iteration 17Q: 3 clusters Score -648679.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -648813.687500 Penalty: 4424.711914
	Iteration 18Q: 3 clusters Score -648813.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -648903.375000 Penalty: 4424.711914
	Iteration 19Q: 3 clusters Score -648903.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -648966.500000 Penalty: 4424.711914
	Iteration 20F: 3 clusters Score -648966.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -649004.062500 Penalty: 4424.711914
	Iteration 21Q: 3 clusters Score -649004.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -649021.750000 Penalty: 4424.711914
	Iteration 22Q: 3 clusters Score -649021.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -649029.562500 Penalty: 4424.711914
	Iteration 23Q: 3 clusters Score -649029.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -649037.625000 Penalty: 4424.711914
	Iteration 24Q: 3 clusters Score -649037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -649038.562500 Penalty: 4424.711914
	Iteration 25Q: 3 clusters Score -649038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -649039.375000 Penalty: 4424.711914
	Iteration 26Q: 3 clusters Score -649039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -649039.812500 Penalty: 4424.711914
	Iteration 27Q: 3 clusters Score -649039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -649040.375000 Penalty: 4424.711914
	Iteration 28Q: 3 clusters Score -649040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -649039.437500 Penalty: 4424.711914
	Iteration 29Q: 3 clusters Score -649039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -649039.187500 Penalty: 4424.711914
	Iteration 30Q: 3 clusters Score -649039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -649039.687500 Penalty: 4424.711914
	Iteration 31Q: 3 clusters Score -649039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -649040.562500 Penalty: 4424.711914
	Iteration 32Q: 3 clusters Score -649040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -649042.937500 Penalty: 4424.711914
	Iteration 33Q: 3 clusters Score -649042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -649041.937500 Penalty: 4424.711914
	Iteration 34Q: 3 clusters Score -649041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -649043.437500 Penalty: 4424.711914
	Iteration 35Q: 3 clusters Score -649043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -649043.437500 Penalty: 4424.711914
	Iteration 36F: 3 clusters Score -649043.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Entering Unmasked Estep 
Score: -1249686.500000 Penalty: 2378.593506
	Iteration 0F: 2 clusters Score -1249686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1238966.125000 Penalty: 4757.187012
	Iteration 0F: 3 clusters Score -1238966 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1242276.375000 Penalty: 4757.187012
	Iteration 1F: 3 clusters Score -1242276 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1242656.625000 Penalty: 4757.187012
	Iteration 2F: 3 clusters Score -1242657 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1242981.625000 Penalty: 4757.187012
	Iteration 3F: 3 clusters Score -1242982 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1243269.125000 Penalty: 4757.187012
	Iteration 4Q: 3 clusters Score -1243269 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1243529.125000 Penalty: 4757.187012
	Iteration 5Q: 3 clusters Score -1243529 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1243786.125000 Penalty: 4757.187012
	Iteration 6Q: 3 clusters Score -1243786 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1244022.375000 Penalty: 4757.187012
	Iteration 7Q: 3 clusters Score -1244022 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1244266.250000 Penalty: 4757.187012
	Iteration 8Q: 3 clusters Score -1244266 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1244548.375000 Penalty: 4757.187012
	Iteration 9Q: 3 clusters Score -1244548 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1244851.125000 Penalty: 4757.187012
	Iteration 10Q: 3 clusters Score -1244851 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1245183.250000 Penalty: 4757.187012
	Iteration 11Q: 3 clusters Score -1245183 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1245508.000000 Penalty: 4757.187012
	Iteration 12Q: 3 clusters Score -1245508 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1245822.250000 Penalty: 4757.187012
	Iteration 13Q: 3 clusters Score -1245822 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1246109.000000 Penalty: 4757.187012
	Iteration 14Q: 3 clusters Score -1246109 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1246318.000000 Penalty: 4757.187012
	Iteration 15Q: 3 clusters Score -1246318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1246464.125000 Penalty: 4757.187012
	Iteration 16Q: 3 clusters Score -1246464 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1246580.125000 Penalty: 4757.187012
	Iteration 17Q: 3 clusters Score -1246580 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1246681.000000 Penalty: 4757.187012
	Iteration 18Q: 3 clusters Score -1246681 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1246769.125000 Penalty: 4757.187012
	Iteration 19Q: 3 clusters Score -1246769 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1246833.375000 Penalty: 4757.187012
	Iteration 20F: 3 clusters Score -1246833 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1246913.625000 Penalty: 4757.187012
	Iteration 21Q: 3 clusters Score -1246914 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1246981.375000 Penalty: 4757.187012
	Iteration 22Q: 3 clusters Score -1246981 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1247021.000000 Penalty: 4757.187012
	Iteration 23Q: 3 clusters Score -1247021 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1247070.250000 Penalty: 4757.187012
	Iteration 24Q: 3 clusters Score -1247070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1247107.500000 Penalty: 4757.187012
	Iteration 25Q: 3 clusters Score -1247108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1247144.000000 Penalty: 4757.187012
	Iteration 26Q: 3 clusters Score -1247144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1247166.625000 Penalty: 4757.187012
	Iteration 27Q: 3 clusters Score -1247167 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1247202.375000 Penalty: 4757.187012
	Iteration 28Q: 3 clusters Score -1247202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1247242.000000 Penalty: 4757.187012
	Iteration 29Q: 3 clusters Score -1247242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1247290.750000 Penalty: 4757.187012
	Iteration 30Q: 3 clusters Score -1247291 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1247318.500000 Penalty: 4757.187012
	Iteration 31Q: 3 clusters Score -1247318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1247349.625000 Penalty: 4757.187012
	Iteration 32Q: 3 clusters Score -1247350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1247375.000000 Penalty: 4757.187012
	Iteration 33Q: 3 clusters Score -1247375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1247401.750000 Penalty: 4757.187012
	Iteration 34Q: 3 clusters Score -1247402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1247424.500000 Penalty: 4757.187012
	Iteration 35Q: 3 clusters Score -1247424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1247441.875000 Penalty: 4757.187012
	Iteration 36Q: 3 clusters Score -1247442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1247462.875000 Penalty: 4757.187012
	Iteration 37Q: 3 clusters Score -1247463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1247478.625000 Penalty: 4757.187012
	Iteration 38Q: 3 clusters Score -1247479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1247496.250000 Penalty: 4757.187012
	Iteration 39Q: 3 clusters Score -1247496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1247506.625000 Penalty: 4757.187012
	Iteration 40F: 3 clusters Score -1247507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1247513.750000 Penalty: 4757.187012
	Iteration 41Q: 3 clusters Score -1247514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1247526.875000 Penalty: 4757.187012
	Iteration 42Q: 3 clusters Score -1247527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1247531.750000 Penalty: 4757.187012
	Iteration 43Q: 3 clusters Score -1247532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1247536.625000 Penalty: 4757.187012
	Iteration 44Q: 3 clusters Score -1247537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1247544.875000 Penalty: 4757.187012
	Iteration 45Q: 3 clusters Score -1247545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1247553.500000 Penalty: 4757.187012
	Iteration 46Q: 3 clusters Score -1247554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1247555.250000 Penalty: 4757.187012
	Iteration 47Q: 3 clusters Score -1247555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1247563.750000 Penalty: 4757.187012
	Iteration 48Q: 3 clusters Score -1247564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1247569.625000 Penalty: 4757.187012
	Iteration 49Q: 3 clusters Score -1247570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1247577.875000 Penalty: 4757.187012
	Iteration 50Q: 3 clusters Score -1247578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1247580.500000 Penalty: 4757.187012
	Iteration 51Q: 3 clusters Score -1247580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1247581.500000 Penalty: 4757.187012
	Iteration 52Q: 3 clusters Score -1247582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1247583.625000 Penalty: 4757.187012
	Iteration 53Q: 3 clusters Score -1247584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1247587.625000 Penalty: 4757.187012
	Iteration 54Q: 3 clusters Score -1247588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1247585.750000 Penalty: 4757.187012
	Iteration 55Q: 3 clusters Score -1247586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1247587.875000 Penalty: 4757.187012
	Iteration 56Q: 3 clusters Score -1247588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1247587.250000 Penalty: 4757.187012
	Iteration 57Q: 3 clusters Score -1247587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1247586.625000 Penalty: 4757.187012
	Iteration 58Q: 3 clusters Score -1247587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1247588.750000 Penalty: 4757.187012
	Iteration 59Q: 3 clusters Score -1247589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1247591.750000 Penalty: 4757.187012
	Iteration 60F: 3 clusters Score -1247592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1247589.500000 Penalty: 4757.187012
	Iteration 61Q: 3 clusters Score -1247590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1247589.875000 Penalty: 4757.187012
	Iteration 62Q: 3 clusters Score -1247590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1247592.625000 Penalty: 4757.187012
	Iteration 63Q: 3 clusters Score -1247593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1247592.000000 Penalty: 4757.187012
	Iteration 64Q: 3 clusters Score -1247592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1247593.625000 Penalty: 4757.187012
	Iteration 65Q: 3 clusters Score -1247594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1247594.500000 Penalty: 4757.187012
	Iteration 66Q: 3 clusters Score -1247594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1247599.250000 Penalty: 4757.187012
	Iteration 67Q: 3 clusters Score -1247599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1247601.500000 Penalty: 4757.187012
	Iteration 68Q: 3 clusters Score -1247602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1247602.125000 Penalty: 4757.187012
	Iteration 69Q: 3 clusters Score -1247602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1247603.750000 Penalty: 4757.187012
	Iteration 70Q: 3 clusters Score -1247604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1247605.375000 Penalty: 4757.187012
	Iteration 71Q: 3 clusters Score -1247605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1247607.000000 Penalty: 4757.187012
	Iteration 72Q: 3 clusters Score -1247607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1247606.125000 Penalty: 4757.187012
	Iteration 73Q: 3 clusters Score -1247606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1247606.125000 Penalty: 4757.187012
	Iteration 74F: 3 clusters Score -1247606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -90892.046875 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -90892.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88905.406250 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -88905.41 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89267.828125 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -89267.83 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89423.757812 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -89423.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89495.070312 Penalty: 3481.127197
	Iteration 3Q: 3 clusters Score -89495.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89566.648438 Penalty: 3481.127197
	Iteration 4Q: 3 clusters Score -89566.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89623.828125 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -89623.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89675.414062 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -89675.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89734.859375 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -89734.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89809.750000 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -89809.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89902.062500 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -89902.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89943.320312 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -89943.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89995.648438 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -89995.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90053.257812 Penalty: 3481.127197
	Iteration 12Q: 3 clusters Score -90053.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90123.718750 Penalty: 3481.127197
	Iteration 13Q: 3 clusters Score -90123.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90251.914062 Penalty: 3481.127197
	Iteration 14Q: 3 clusters Score -90251.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90417.632812 Penalty: 3481.127197
	Iteration 15Q: 3 clusters Score -90417.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90565.070312 Penalty: 3481.127197
	Iteration 16Q: 3 clusters Score -90565.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90690.195312 Penalty: 3481.127197
	Iteration 17Q: 3 clusters Score -90690.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90756.289062 Penalty: 3481.127197
	Iteration 18Q: 3 clusters Score -90756.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90852.703125 Penalty: 3481.127197
	Iteration 19Q: 3 clusters Score -90852.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90899.531250 Penalty: 3481.127197
	Iteration 20F: 3 clusters Score -90899.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90934.578125 Penalty: 3481.127197
	Iteration 21Q: 3 clusters Score -90934.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90961.921875 Penalty: 3481.127197
	Iteration 22Q: 3 clusters Score -90961.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90970.093750 Penalty: 3481.127197
	Iteration 23Q: 3 clusters Score -90970.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90973.851562 Penalty: 3481.127197
	Iteration 24Q: 3 clusters Score -90973.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90980.921875 Penalty: 3481.127197
	Iteration 25Q: 3 clusters Score -90980.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90980.921875 Penalty: 3481.127197
	Iteration 26F: 3 clusters Score -90980.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 187048 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 436735 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 164500 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 317 members 
Entering Unmasked Estep 
Score: -93621984.000000 Penalty: 89408.812500
Splitting cluster 10 changes total score from -93623512.000000 to -93621984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (39926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Entering Unmasked Estep 
Score: -3752667.750000 Penalty: 2627.506104
	Iteration 0F: 2 clusters Score -3752668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3725666.750000 Penalty: 5255.012207
	Iteration 0F: 3 clusters Score -3725667 nChanged 18276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3736867.000000 Penalty: 5255.012207
	Iteration 1F: 3 clusters Score -3736867 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3739059.000000 Penalty: 5255.012207
	Iteration 2F: 3 clusters Score -3739059 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3742244.250000 Penalty: 5255.012207
	Iteration 3F: 3 clusters Score -3742244 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3745557.000000 Penalty: 5255.012207
	Iteration 4F: 3 clusters Score -3745557 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3747708.250000 Penalty: 5255.012207
	Iteration 5F: 3 clusters Score -3747708 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3748513.500000 Penalty: 5255.012207
	Iteration 6Q: 3 clusters Score -3748514 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3748854.000000 Penalty: 5255.012207
	Iteration 7Q: 3 clusters Score -3748854 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3749020.750000 Penalty: 5255.012207
	Iteration 8Q: 3 clusters Score -3749021 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3749129.500000 Penalty: 5255.012207
	Iteration 9Q: 3 clusters Score -3749130 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3749206.750000 Penalty: 5255.012207
	Iteration 10Q: 3 clusters Score -3749207 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3749282.000000 Penalty: 5255.012207
	Iteration 11Q: 3 clusters Score -3749282 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3749346.000000 Penalty: 5255.012207
	Iteration 12Q: 3 clusters Score -3749346 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -3749415.000000 Penalty: 5255.012207
	Iteration 13Q: 3 clusters Score -3749415 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3749499.000000 Penalty: 5255.012207
	Iteration 14Q: 3 clusters Score -3749499 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3749589.750000 Penalty: 5255.012207
	Iteration 15Q: 3 clusters Score -3749590 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -3749657.000000 Penalty: 5255.012207
	Iteration 16Q: 3 clusters Score -3749657 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3749748.250000 Penalty: 5255.012207
	Iteration 17Q: 3 clusters Score -3749748 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -3749841.750000 Penalty: 5255.012207
	Iteration 18Q: 3 clusters Score -3749842 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -3749947.500000 Penalty: 5255.012207
	Iteration 19Q: 3 clusters Score -3749948 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -3750088.750000 Penalty: 5255.012207
	Iteration 20F: 3 clusters Score -3750089 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -3750209.500000 Penalty: 5255.012207
	Iteration 21Q: 3 clusters Score -3750210 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -3750350.500000 Penalty: 5255.012207
	Iteration 22Q: 3 clusters Score -3750350 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -3750533.000000 Penalty: 5255.012207
	Iteration 23Q: 3 clusters Score -3750533 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -3750720.250000 Penalty: 5255.012207
	Iteration 24Q: 3 clusters Score -3750720 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3750879.000000 Penalty: 5255.012207
	Iteration 25Q: 3 clusters Score -3750879 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -3751007.250000 Penalty: 5255.012207
	Iteration 26Q: 3 clusters Score -3751007 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -3751125.250000 Penalty: 5255.012207
	Iteration 27Q: 3 clusters Score -3751125 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -3751187.500000 Penalty: 5255.012207
	Iteration 28Q: 3 clusters Score -3751188 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -3751218.000000 Penalty: 5255.012207
	Iteration 29Q: 3 clusters Score -3751218 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -3751242.250000 Penalty: 5255.012207
	Iteration 30Q: 3 clusters Score -3751242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -3751285.250000 Penalty: 5255.012207
	Iteration 31Q: 3 clusters Score -3751285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -3751308.750000 Penalty: 5255.012207
	Iteration 32Q: 3 clusters Score -3751309 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -3751352.750000 Penalty: 5255.012207
	Iteration 33Q: 3 clusters Score -3751353 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -3751375.500000 Penalty: 5255.012207
	Iteration 34Q: 3 clusters Score -3751376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -3751387.500000 Penalty: 5255.012207
	Iteration 35Q: 3 clusters Score -3751388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -3751409.000000 Penalty: 5255.012207
	Iteration 36Q: 3 clusters Score -3751409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -3751421.000000 Penalty: 5255.012207
	Iteration 37Q: 3 clusters Score -3751421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3751429.000000 Penalty: 5255.012207
	Iteration 38Q: 3 clusters Score -3751429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -3751438.000000 Penalty: 5255.012207
	Iteration 39Q: 3 clusters Score -3751438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -3751446.500000 Penalty: 5255.012207
	Iteration 40F: 3 clusters Score -3751446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -3751447.750000 Penalty: 5255.012207
	Iteration 41Q: 3 clusters Score -3751448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -3751458.500000 Penalty: 5255.012207
	Iteration 42Q: 3 clusters Score -3751458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -3751459.750000 Penalty: 5255.012207
	Iteration 43Q: 3 clusters Score -3751460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -3751457.250000 Penalty: 5255.012207
	Iteration 44Q: 3 clusters Score -3751457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -3751459.000000 Penalty: 5255.012207
	Iteration 45Q: 3 clusters Score -3751459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -3751455.000000 Penalty: 5255.012207
	Iteration 46Q: 3 clusters Score -3751455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -3751455.000000 Penalty: 5255.012207
	Iteration 47F: 3 clusters Score -3751455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (436735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436735 members 
Entering Unmasked Estep 
Score: -40145244.000000 Penalty: 3220.796143
	Iteration 0F: 2 clusters Score -4.014524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218847 members 
Mstep: Class 2 contains 217888 members 
Entering Unmasked Estep 
Score: -39851432.000000 Penalty: 6441.592285
	Iteration 0F: 3 clusters Score -3.985143e+07 nChanged 212362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235047 members 
Mstep: Class 2 contains 201688 members 
Entering Unmasked Estep 
Score: -39979976.000000 Penalty: 6441.592285
	Iteration 1F: 3 clusters Score -3.997998e+07 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246902 members 
Mstep: Class 2 contains 189833 members 
Entering Unmasked Estep 
Score: -39985592.000000 Penalty: 6441.592285
	Iteration 2Q: 3 clusters Score -3.998559e+07 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265461 members 
Mstep: Class 2 contains 171274 members 
Entering Unmasked Estep 
Score: -39996044.000000 Penalty: 6441.592285
	Iteration 3F: 3 clusters Score -3.999604e+07 nChanged 29952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292079 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -40015060.000000 Penalty: 6441.592285
	Iteration 4F: 3 clusters Score -4.001506e+07 nChanged 35988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325617 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -40043064.000000 Penalty: 6441.592285
	Iteration 5F: 3 clusters Score -4.004306e+07 nChanged 36918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361177 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -40075052.000000 Penalty: 6441.592285
	Iteration 6F: 3 clusters Score -4.007505e+07 nChanged 30884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391529 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -40102728.000000 Penalty: 6441.592285
	Iteration 7F: 3 clusters Score -4.010273e+07 nChanged 21424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412865 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -40121928.000000 Penalty: 6441.592285
	Iteration 8Q: 3 clusters Score -4.012193e+07 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425973 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -40133904.000000 Penalty: 6441.592285
	Iteration 9Q: 3 clusters Score -4.01339e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432509 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -40139504.000000 Penalty: 6441.592285
	Iteration 10Q: 3 clusters Score -4.01395e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434942 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -40141540.000000 Penalty: 6441.592285
	Iteration 11Q: 3 clusters Score -4.014154e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435707 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -40142188.000000 Penalty: 6441.592285
	Iteration 12Q: 3 clusters Score -4.014219e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435979 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -40142548.000000 Penalty: 6441.592285
	Iteration 13Q: 3 clusters Score -4.014255e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436072 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -40142692.000000 Penalty: 6441.592285
	Iteration 14Q: 3 clusters Score -4.014269e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436102 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -40142760.000000 Penalty: 6441.592285
	Iteration 15Q: 3 clusters Score -4.014276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436113 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -40142848.000000 Penalty: 6441.592285
	Iteration 16Q: 3 clusters Score -4.014285e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436114 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -40142848.000000 Penalty: 6441.592285
	Iteration 17Q: 3 clusters Score -4.014285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436118 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -40142880.000000 Penalty: 6441.592285
	Iteration 18Q: 3 clusters Score -4.014288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436133 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -40142912.000000 Penalty: 6441.592285
	Iteration 19Q: 3 clusters Score -4.014291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436135 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -40142948.000000 Penalty: 6441.592285
	Iteration 20F: 3 clusters Score -4.014295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436138 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -40142960.000000 Penalty: 6441.592285
	Iteration 21Q: 3 clusters Score -4.014296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436139 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -40142980.000000 Penalty: 6441.592285
	Iteration 22Q: 3 clusters Score -4.014298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436140 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -40143000.000000 Penalty: 6441.592285
	Iteration 23Q: 3 clusters Score -4.0143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436137 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -40142976.000000 Penalty: 6441.592285
	Iteration 24Q: 3 clusters Score -4.014298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436135 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -40143000.000000 Penalty: 6441.592285
	Iteration 25Q: 3 clusters Score -4.0143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436135 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -40142980.000000 Penalty: 6441.592285
	Iteration 26Q: 3 clusters Score -4.014298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436137 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -40143008.000000 Penalty: 6441.592285
	Iteration 27Q: 3 clusters Score -4.014301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436138 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -40142996.000000 Penalty: 6441.592285
	Iteration 28Q: 3 clusters Score -4.0143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436138 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -40142996.000000 Penalty: 6441.592285
	Iteration 29F: 3 clusters Score -4.0143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Entering Unmasked Estep 
Score: -429696.562500 Penalty: 2107.557129
	Iteration 0F: 2 clusters Score -429696.6 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 2444 members 
Entering Unmasked Estep 
Score: -425239.750000 Penalty: 4215.114258
	Iteration 0F: 3 clusters Score -425239.8 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -426288.375000 Penalty: 4215.114258
	Iteration 1F: 3 clusters Score -426288.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -426488.031250 Penalty: 4215.114258
	Iteration 2F: 3 clusters Score -426488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -426599.968750 Penalty: 4215.114258
	Iteration 3Q: 3 clusters Score -426600 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -426673.656250 Penalty: 4215.114258
	Iteration 4Q: 3 clusters Score -426673.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -426727.750000 Penalty: 4215.114258
	Iteration 5Q: 3 clusters Score -426727.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -426780.000000 Penalty: 4215.114258
	Iteration 6Q: 3 clusters Score -426780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -426831.062500 Penalty: 4215.114258
	Iteration 7Q: 3 clusters Score -426831.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -426876.281250 Penalty: 4215.114258
	Iteration 8Q: 3 clusters Score -426876.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -426909.781250 Penalty: 4215.114258
	Iteration 9Q: 3 clusters Score -426909.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -426934.156250 Penalty: 4215.114258
	Iteration 10Q: 3 clusters Score -426934.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -426958.187500 Penalty: 4215.114258
	Iteration 11Q: 3 clusters Score -426958.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -426984.218750 Penalty: 4215.114258
	Iteration 12Q: 3 clusters Score -426984.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -427009.781250 Penalty: 4215.114258
	Iteration 13Q: 3 clusters Score -427009.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -427031.750000 Penalty: 4215.114258
	Iteration 14Q: 3 clusters Score -427031.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -427054.875000 Penalty: 4215.114258
	Iteration 15Q: 3 clusters Score -427054.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -427079.437500 Penalty: 4215.114258
	Iteration 16Q: 3 clusters Score -427079.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -427099.500000 Penalty: 4215.114258
	Iteration 17Q: 3 clusters Score -427099.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -427119.093750 Penalty: 4215.114258
	Iteration 18Q: 3 clusters Score -427119.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -427136.687500 Penalty: 4215.114258
	Iteration 19Q: 3 clusters Score -427136.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -427153.437500 Penalty: 4215.114258
	Iteration 20F: 3 clusters Score -427153.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -427175.187500 Penalty: 4215.114258
	Iteration 21Q: 3 clusters Score -427175.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -427196.968750 Penalty: 4215.114258
	Iteration 22Q: 3 clusters Score -427197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -427227.875000 Penalty: 4215.114258
	Iteration 23Q: 3 clusters Score -427227.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -427259.500000 Penalty: 4215.114258
	Iteration 24Q: 3 clusters Score -427259.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -427296.562500 Penalty: 4215.114258
	Iteration 25Q: 3 clusters Score -427296.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -427329.187500 Penalty: 4215.114258
	Iteration 26Q: 3 clusters Score -427329.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -427373.843750 Penalty: 4215.114258
	Iteration 27Q: 3 clusters Score -427373.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -427414.968750 Penalty: 4215.114258
	Iteration 28Q: 3 clusters Score -427415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -427443.687500 Penalty: 4215.114258
	Iteration 29Q: 3 clusters Score -427443.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -427471.562500 Penalty: 4215.114258
	Iteration 30Q: 3 clusters Score -427471.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -427499.750000 Penalty: 4215.114258
	Iteration 31Q: 3 clusters Score -427499.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -427531.562500 Penalty: 4215.114258
	Iteration 32Q: 3 clusters Score -427531.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -427562.875000 Penalty: 4215.114258
	Iteration 33Q: 3 clusters Score -427562.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -427590.937500 Penalty: 4215.114258
	Iteration 34Q: 3 clusters Score -427590.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -427621.843750 Penalty: 4215.114258
	Iteration 35Q: 3 clusters Score -427621.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -427657.656250 Penalty: 4215.114258
	Iteration 36Q: 3 clusters Score -427657.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -427680.593750 Penalty: 4215.114258
	Iteration 37Q: 3 clusters Score -427680.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -427702.156250 Penalty: 4215.114258
	Iteration 38Q: 3 clusters Score -427702.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -427730.468750 Penalty: 4215.114258
	Iteration 39Q: 3 clusters Score -427730.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -427759.875000 Penalty: 4215.114258
	Iteration 40F: 3 clusters Score -427759.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -427781.750000 Penalty: 4215.114258
	Iteration 41Q: 3 clusters Score -427781.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -427802.718750 Penalty: 4215.114258
	Iteration 42Q: 3 clusters Score -427802.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -427822.937500 Penalty: 4215.114258
	Iteration 43Q: 3 clusters Score -427822.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -427833.468750 Penalty: 4215.114258
	Iteration 44Q: 3 clusters Score -427833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -427840.875000 Penalty: 4215.114258
	Iteration 45Q: 3 clusters Score -427840.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -427847.281250 Penalty: 4215.114258
	Iteration 46Q: 3 clusters Score -427847.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -427854.875000 Penalty: 4215.114258
	Iteration 47Q: 3 clusters Score -427854.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -427861.281250 Penalty: 4215.114258
	Iteration 48Q: 3 clusters Score -427861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -427867.250000 Penalty: 4215.114258
	Iteration 49Q: 3 clusters Score -427867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -427876.812500 Penalty: 4215.114258
	Iteration 50Q: 3 clusters Score -427876.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -427888.843750 Penalty: 4215.114258
	Iteration 51Q: 3 clusters Score -427888.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -427903.500000 Penalty: 4215.114258
	Iteration 52Q: 3 clusters Score -427903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -427912.468750 Penalty: 4215.114258
	Iteration 53Q: 3 clusters Score -427912.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -427918.375000 Penalty: 4215.114258
	Iteration 54Q: 3 clusters Score -427918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -427924.125000 Penalty: 4215.114258
	Iteration 55Q: 3 clusters Score -427924.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -427928.000000 Penalty: 4215.114258
	Iteration 56Q: 3 clusters Score -427928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -427931.187500 Penalty: 4215.114258
	Iteration 57Q: 3 clusters Score -427931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -427933.812500 Penalty: 4215.114258
	Iteration 58Q: 3 clusters Score -427933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -427937.062500 Penalty: 4215.114258
	Iteration 59Q: 3 clusters Score -427937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -427937.062500 Penalty: 4215.114258
	Iteration 60F: 3 clusters Score -427937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -427938.343750 Penalty: 4215.114258
	Iteration 61Q: 3 clusters Score -427938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -427938.343750 Penalty: 4215.114258
	Iteration 62F: 3 clusters Score -427938.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Entering Unmasked Estep 
Score: -1188209.000000 Penalty: 2358.185791
	Iteration 0F: 2 clusters Score -1188209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1178295.750000 Penalty: 4716.371582
	Iteration 0F: 3 clusters Score -1178296 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1181397.625000 Penalty: 4716.371582
	Iteration 1F: 3 clusters Score -1181398 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1181719.125000 Penalty: 4716.371582
	Iteration 2F: 3 clusters Score -1181719 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1181967.375000 Penalty: 4716.371582
	Iteration 3Q: 3 clusters Score -1181967 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1182175.500000 Penalty: 4716.371582
	Iteration 4Q: 3 clusters Score -1182176 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1182366.750000 Penalty: 4716.371582
	Iteration 5Q: 3 clusters Score -1182367 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1182549.125000 Penalty: 4716.371582
	Iteration 6Q: 3 clusters Score -1182549 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1182752.500000 Penalty: 4716.371582
	Iteration 7Q: 3 clusters Score -1182752 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1183016.375000 Penalty: 4716.371582
	Iteration 8Q: 3 clusters Score -1183016 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1183312.000000 Penalty: 4716.371582
	Iteration 9Q: 3 clusters Score -1183312 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1183679.250000 Penalty: 4716.371582
	Iteration 10Q: 3 clusters Score -1183679 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1184122.500000 Penalty: 4716.371582
	Iteration 11Q: 3 clusters Score -1184122 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1184597.250000 Penalty: 4716.371582
	Iteration 12Q: 3 clusters Score -1184597 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1185038.000000 Penalty: 4716.371582
	Iteration 13Q: 3 clusters Score -1185038 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1185384.500000 Penalty: 4716.371582
	Iteration 14Q: 3 clusters Score -1185384 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1185612.250000 Penalty: 4716.371582
	Iteration 15Q: 3 clusters Score -1185612 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1185772.875000 Penalty: 4716.371582
	Iteration 16Q: 3 clusters Score -1185773 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1185899.625000 Penalty: 4716.371582
	Iteration 17Q: 3 clusters Score -1185900 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1185991.875000 Penalty: 4716.371582
	Iteration 18Q: 3 clusters Score -1185992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1186052.375000 Penalty: 4716.371582
	Iteration 19Q: 3 clusters Score -1186052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1186092.125000 Penalty: 4716.371582
	Iteration 20F: 3 clusters Score -1186092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1186122.875000 Penalty: 4716.371582
	Iteration 21Q: 3 clusters Score -1186123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1186153.000000 Penalty: 4716.371582
	Iteration 22Q: 3 clusters Score -1186153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1186178.125000 Penalty: 4716.371582
	Iteration 23Q: 3 clusters Score -1186178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1186186.375000 Penalty: 4716.371582
	Iteration 24Q: 3 clusters Score -1186186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1186197.125000 Penalty: 4716.371582
	Iteration 25Q: 3 clusters Score -1186197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1186205.375000 Penalty: 4716.371582
	Iteration 26Q: 3 clusters Score -1186205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1186214.250000 Penalty: 4716.371582
	Iteration 27Q: 3 clusters Score -1186214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1186218.750000 Penalty: 4716.371582
	Iteration 28Q: 3 clusters Score -1186219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1186223.375000 Penalty: 4716.371582
	Iteration 29Q: 3 clusters Score -1186223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1186233.250000 Penalty: 4716.371582
	Iteration 30Q: 3 clusters Score -1186233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1186239.375000 Penalty: 4716.371582
	Iteration 31Q: 3 clusters Score -1186239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1186249.750000 Penalty: 4716.371582
	Iteration 32Q: 3 clusters Score -1186250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1186252.500000 Penalty: 4716.371582
	Iteration 33Q: 3 clusters Score -1186252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1186255.625000 Penalty: 4716.371582
	Iteration 34Q: 3 clusters Score -1186256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1186255.625000 Penalty: 4716.371582
	Iteration 35F: 3 clusters Score -1186256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Entering Unmasked Estep 
Score: -2444136.500000 Penalty: 2535.356934
	Iteration 0F: 2 clusters Score -2444136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2425093.750000 Penalty: 5070.713867
	Iteration 0F: 3 clusters Score -2425094 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2431901.500000 Penalty: 5070.713867
	Iteration 1F: 3 clusters Score -2431902 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2432425.750000 Penalty: 5070.713867
	Iteration 2F: 3 clusters Score -2432426 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2432967.750000 Penalty: 5070.713867
	Iteration 3Q: 3 clusters Score -2432968 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2433523.750000 Penalty: 5070.713867
	Iteration 4Q: 3 clusters Score -2433524 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2434089.000000 Penalty: 5070.713867
	Iteration 5Q: 3 clusters Score -2434089 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2434720.750000 Penalty: 5070.713867
	Iteration 6Q: 3 clusters Score -2434721 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2435373.250000 Penalty: 5070.713867
	Iteration 7Q: 3 clusters Score -2435373 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2436054.750000 Penalty: 5070.713867
	Iteration 8Q: 3 clusters Score -2436055 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2436796.750000 Penalty: 5070.713867
	Iteration 9Q: 3 clusters Score -2436797 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2437675.000000 Penalty: 5070.713867
	Iteration 10Q: 3 clusters Score -2437675 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2438599.000000 Penalty: 5070.713867
	Iteration 11Q: 3 clusters Score -2438599 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2439555.750000 Penalty: 5070.713867
	Iteration 12Q: 3 clusters Score -2439556 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2440374.250000 Penalty: 5070.713867
	Iteration 13Q: 3 clusters Score -2440374 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2440991.250000 Penalty: 5070.713867
	Iteration 14Q: 3 clusters Score -2440991 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2441388.250000 Penalty: 5070.713867
	Iteration 15Q: 3 clusters Score -2441388 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2441575.000000 Penalty: 5070.713867
	Iteration 16Q: 3 clusters Score -2441575 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2441670.500000 Penalty: 5070.713867
	Iteration 17Q: 3 clusters Score -2441670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2441746.000000 Penalty: 5070.713867
	Iteration 18Q: 3 clusters Score -2441746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2441810.250000 Penalty: 5070.713867
	Iteration 19Q: 3 clusters Score -2441810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2441853.500000 Penalty: 5070.713867
	Iteration 20F: 3 clusters Score -2441854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2441898.000000 Penalty: 5070.713867
	Iteration 21Q: 3 clusters Score -2441898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2441923.500000 Penalty: 5070.713867
	Iteration 22Q: 3 clusters Score -2441924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2441936.250000 Penalty: 5070.713867
	Iteration 23Q: 3 clusters Score -2441936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2441941.250000 Penalty: 5070.713867
	Iteration 24Q: 3 clusters Score -2441941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2441950.250000 Penalty: 5070.713867
	Iteration 25Q: 3 clusters Score -2441950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2441951.750000 Penalty: 5070.713867
	Iteration 26Q: 3 clusters Score -2441952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2441955.250000 Penalty: 5070.713867
	Iteration 27Q: 3 clusters Score -2441955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2441960.000000 Penalty: 5070.713867
	Iteration 28Q: 3 clusters Score -2441960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2441965.750000 Penalty: 5070.713867
	Iteration 29Q: 3 clusters Score -2441966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2441974.000000 Penalty: 5070.713867
	Iteration 30Q: 3 clusters Score -2441974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2441975.250000 Penalty: 5070.713867
	Iteration 31Q: 3 clusters Score -2441975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2441980.750000 Penalty: 5070.713867
	Iteration 32Q: 3 clusters Score -2441981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2441977.250000 Penalty: 5070.713867
	Iteration 33Q: 3 clusters Score -2441977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2441980.500000 Penalty: 5070.713867
	Iteration 34Q: 3 clusters Score -2441980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2441978.250000 Penalty: 5070.713867
	Iteration 35Q: 3 clusters Score -2441978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2441982.750000 Penalty: 5070.713867
	Iteration 36Q: 3 clusters Score -2441983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2441986.000000 Penalty: 5070.713867
	Iteration 37Q: 3 clusters Score -2441986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2441991.250000 Penalty: 5070.713867
	Iteration 38Q: 3 clusters Score -2441991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2441991.250000 Penalty: 5070.713867
	Iteration 39F: 3 clusters Score -2441991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -331713.062500 Penalty: 2037.455811
	Iteration 0F: 2 clusters Score -331713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -328049.406250 Penalty: 4074.911621
	Iteration 0F: 3 clusters Score -328049.4 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -328922.031250 Penalty: 4074.911621
	Iteration 1F: 3 clusters Score -328922 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -329131.343750 Penalty: 4074.911621
	Iteration 2F: 3 clusters Score -329131.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -329313.281250 Penalty: 4074.911621
	Iteration 3F: 3 clusters Score -329313.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -329474.125000 Penalty: 4074.911621
	Iteration 4Q: 3 clusters Score -329474.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -329639.000000 Penalty: 4074.911621
	Iteration 5Q: 3 clusters Score -329639 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -329834.437500 Penalty: 4074.911621
	Iteration 6F: 3 clusters Score -329834.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -330034.593750 Penalty: 4074.911621
	Iteration 7F: 3 clusters Score -330034.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -330221.093750 Penalty: 4074.911621
	Iteration 8F: 3 clusters Score -330221.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -330364.968750 Penalty: 4074.911621
	Iteration 9Q: 3 clusters Score -330365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -330457.968750 Penalty: 4074.911621
	Iteration 10Q: 3 clusters Score -330458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -330510.906250 Penalty: 4074.911621
	Iteration 11Q: 3 clusters Score -330510.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -330555.062500 Penalty: 4074.911621
	Iteration 12Q: 3 clusters Score -330555.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330585.281250 Penalty: 4074.911621
	Iteration 13Q: 3 clusters Score -330585.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -330606.187500 Penalty: 4074.911621
	Iteration 14Q: 3 clusters Score -330606.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330620.187500 Penalty: 4074.911621
	Iteration 15Q: 3 clusters Score -330620.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -330628.812500 Penalty: 4074.911621
	Iteration 16Q: 3 clusters Score -330628.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -330635.187500 Penalty: 4074.911621
	Iteration 17Q: 3 clusters Score -330635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -330638.125000 Penalty: 4074.911621
	Iteration 18Q: 3 clusters Score -330638.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330641.906250 Penalty: 4074.911621
	Iteration 19Q: 3 clusters Score -330641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -330645.187500 Penalty: 4074.911621
	Iteration 20F: 3 clusters Score -330645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -330646.687500 Penalty: 4074.911621
	Iteration 21Q: 3 clusters Score -330646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -330647.875000 Penalty: 4074.911621
	Iteration 22Q: 3 clusters Score -330647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330647.875000 Penalty: 4074.911621
	Iteration 23Q: 3 clusters Score -330647.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330647.875000 Penalty: 4074.911621
	Iteration 24F: 3 clusters Score -330647.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -28200.232422 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -28200.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26872.816406 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -26872.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27082.197266 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -27082.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27227.001953 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -27227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27312.111328 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -27312.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27339.384766 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -27339.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27375.742188 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -27375.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27410.529297 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -27410.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27442.408203 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -27442.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27452.671875 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -27452.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27455.228516 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -27455.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27455.228516 Penalty: 2939.755371
	Iteration 10F: 3 clusters Score -27455.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -671645.562500 Penalty: 2226.081787
	Iteration 0F: 2 clusters Score -671645.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -665280.500000 Penalty: 4452.163574
	Iteration 0F: 3 clusters Score -665280.5 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -667099.312500 Penalty: 4452.163574
	Iteration 1F: 3 clusters Score -667099.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -667436.437500 Penalty: 4452.163574
	Iteration 2F: 3 clusters Score -667436.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -667675.750000 Penalty: 4452.163574
	Iteration 3F: 3 clusters Score -667675.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -667860.812500 Penalty: 4452.163574
	Iteration 4Q: 3 clusters Score -667860.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -668021.062500 Penalty: 4452.163574
	Iteration 5Q: 3 clusters Score -668021.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -668194.312500 Penalty: 4452.163574
	Iteration 6Q: 3 clusters Score -668194.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -668383.812500 Penalty: 4452.163574
	Iteration 7Q: 3 clusters Score -668383.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -668566.812500 Penalty: 4452.163574
	Iteration 8Q: 3 clusters Score -668566.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -668723.500000 Penalty: 4452.163574
	Iteration 9Q: 3 clusters Score -668723.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -668872.625000 Penalty: 4452.163574
	Iteration 10Q: 3 clusters Score -668872.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -669004.687500 Penalty: 4452.163574
	Iteration 11Q: 3 clusters Score -669004.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -669123.312500 Penalty: 4452.163574
	Iteration 12Q: 3 clusters Score -669123.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -669205.500000 Penalty: 4452.163574
	Iteration 13Q: 3 clusters Score -669205.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -669288.000000 Penalty: 4452.163574
	Iteration 14Q: 3 clusters Score -669288 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -669378.062500 Penalty: 4452.163574
	Iteration 15Q: 3 clusters Score -669378.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -669476.500000 Penalty: 4452.163574
	Iteration 16Q: 3 clusters Score -669476.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -669567.625000 Penalty: 4452.163574
	Iteration 17Q: 3 clusters Score -669567.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -669657.875000 Penalty: 4452.163574
	Iteration 18Q: 3 clusters Score -669657.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -669736.687500 Penalty: 4452.163574
	Iteration 19Q: 3 clusters Score -669736.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -669807.625000 Penalty: 4452.163574
	Iteration 20F: 3 clusters Score -669807.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -669878.750000 Penalty: 4452.163574
	Iteration 21Q: 3 clusters Score -669878.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -669947.562500 Penalty: 4452.163574
	Iteration 22Q: 3 clusters Score -669947.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -670009.062500 Penalty: 4452.163574
	Iteration 23Q: 3 clusters Score -670009.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -670069.812500 Penalty: 4452.163574
	Iteration 24Q: 3 clusters Score -670069.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -670111.437500 Penalty: 4452.163574
	Iteration 25Q: 3 clusters Score -670111.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -670153.875000 Penalty: 4452.163574
	Iteration 26Q: 3 clusters Score -670153.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -670203.437500 Penalty: 4452.163574
	Iteration 27Q: 3 clusters Score -670203.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -670242.312500 Penalty: 4452.163574
	Iteration 28Q: 3 clusters Score -670242.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -670282.437500 Penalty: 4452.163574
	Iteration 29Q: 3 clusters Score -670282.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -670309.000000 Penalty: 4452.163574
	Iteration 30Q: 3 clusters Score -670309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -670327.250000 Penalty: 4452.163574
	Iteration 31Q: 3 clusters Score -670327.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -670334.375000 Penalty: 4452.163574
	Iteration 32Q: 3 clusters Score -670334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -670340.750000 Penalty: 4452.163574
	Iteration 33Q: 3 clusters Score -670340.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -670346.250000 Penalty: 4452.163574
	Iteration 34Q: 3 clusters Score -670346.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -670356.125000 Penalty: 4452.163574
	Iteration 35Q: 3 clusters Score -670356.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -670361.875000 Penalty: 4452.163574
	Iteration 36Q: 3 clusters Score -670361.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -670364.500000 Penalty: 4452.163574
	Iteration 37Q: 3 clusters Score -670364.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -670366.437500 Penalty: 4452.163574
	Iteration 38Q: 3 clusters Score -670366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -670367.062500 Penalty: 4452.163574
	Iteration 39Q: 3 clusters Score -670367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -670367.312500 Penalty: 4452.163574
	Iteration 40F: 3 clusters Score -670367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -670368.062500 Penalty: 4452.163574
	Iteration 41Q: 3 clusters Score -670368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -670370.250000 Penalty: 4452.163574
	Iteration 42Q: 3 clusters Score -670370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -670371.000000 Penalty: 4452.163574
	Iteration 43Q: 3 clusters Score -670371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -670371.125000 Penalty: 4452.163574
	Iteration 44Q: 3 clusters Score -670371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -670370.625000 Penalty: 4452.163574
	Iteration 45Q: 3 clusters Score -670370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -670372.625000 Penalty: 4452.163574
	Iteration 46Q: 3 clusters Score -670372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -670373.437500 Penalty: 4452.163574
	Iteration 47Q: 3 clusters Score -670373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -670375.125000 Penalty: 4452.163574
	Iteration 48Q: 3 clusters Score -670375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -670374.375000 Penalty: 4452.163574
	Iteration 49Q: 3 clusters Score -670374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -670373.375000 Penalty: 4452.163574
	Iteration 50Q: 3 clusters Score -670373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -670376.062500 Penalty: 4452.163574
	Iteration 51Q: 3 clusters Score -670376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -670376.062500 Penalty: 4452.163574
	Iteration 52F: 3 clusters Score -670376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164500 members 
Entering Unmasked Estep 
Score: -14719771.000000 Penalty: 2978.645020
	Iteration 0F: 2 clusters Score -1.471977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -14609544.000000 Penalty: 5957.290039
	Iteration 0F: 3 clusters Score -1.460954e+07 nChanged 78775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -14656212.000000 Penalty: 5957.290039
	Iteration 1F: 3 clusters Score -1.465621e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -14657812.000000 Penalty: 5957.290039
	Iteration 2Q: 3 clusters Score -1.465781e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -14660632.000000 Penalty: 5957.290039
	Iteration 3Q: 3 clusters Score -1.466063e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -14665069.000000 Penalty: 5957.290039
	Iteration 4Q: 3 clusters Score -1.466507e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -14672290.000000 Penalty: 5957.290039
	Iteration 5F: 3 clusters Score -1.467229e+07 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128671 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -14682951.000000 Penalty: 5957.290039
	Iteration 6F: 3 clusters Score -1.468295e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -14696405.000000 Penalty: 5957.290039
	Iteration 7F: 3 clusters Score -1.46964e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154777 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -14707890.000000 Penalty: 5957.290039
	Iteration 8F: 3 clusters Score -1.470789e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161160 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -14714054.000000 Penalty: 5957.290039
	Iteration 9Q: 3 clusters Score -1.471405e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14716097.000000 Penalty: 5957.290039
	Iteration 10Q: 3 clusters Score -1.47161e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164099 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14716700.000000 Penalty: 5957.290039
	Iteration 11Q: 3 clusters Score -1.47167e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164232 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14716893.000000 Penalty: 5957.290039
	Iteration 12Q: 3 clusters Score -1.471689e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164284 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14716996.000000 Penalty: 5957.290039
	Iteration 13Q: 3 clusters Score -1.4717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14717025.000000 Penalty: 5957.290039
	Iteration 14Q: 3 clusters Score -1.471702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14717068.000000 Penalty: 5957.290039
	Iteration 15Q: 3 clusters Score -1.471707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14717083.000000 Penalty: 5957.290039
	Iteration 16Q: 3 clusters Score -1.471708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164324 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14717077.000000 Penalty: 5957.290039
	Iteration 17Q: 3 clusters Score -1.471708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14717086.000000 Penalty: 5957.290039
	Iteration 18Q: 3 clusters Score -1.471709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14717100.000000 Penalty: 5957.290039
	Iteration 19Q: 3 clusters Score -1.47171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14717099.000000 Penalty: 5957.290039
	Iteration 20F: 3 clusters Score -1.47171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Entering Unmasked Estep 
Score: -1089336.000000 Penalty: 2339.285645
	Iteration 0F: 2 clusters Score -1089336 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 6250 members 
Entering Unmasked Estep 
Score: -1080187.750000 Penalty: 4678.571289
	Iteration 0F: 3 clusters Score -1080188 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1083167.875000 Penalty: 4678.571289
	Iteration 1F: 3 clusters Score -1083168 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1083892.875000 Penalty: 4678.571289
	Iteration 2F: 3 clusters Score -1083893 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1084606.875000 Penalty: 4678.571289
	Iteration 3F: 3 clusters Score -1084607 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1085224.625000 Penalty: 4678.571289
	Iteration 4F: 3 clusters Score -1085225 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1085794.875000 Penalty: 4678.571289
	Iteration 5F: 3 clusters Score -1085795 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1086249.625000 Penalty: 4678.571289
	Iteration 6F: 3 clusters Score -1086250 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1086636.000000 Penalty: 4678.571289
	Iteration 7F: 3 clusters Score -1086636 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1086897.875000 Penalty: 4678.571289
	Iteration 8Q: 3 clusters Score -1086898 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1087083.625000 Penalty: 4678.571289
	Iteration 9Q: 3 clusters Score -1087084 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1087251.250000 Penalty: 4678.571289
	Iteration 10Q: 3 clusters Score -1087251 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1087406.750000 Penalty: 4678.571289
	Iteration 11Q: 3 clusters Score -1087407 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1087548.125000 Penalty: 4678.571289
	Iteration 12Q: 3 clusters Score -1087548 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1087701.875000 Penalty: 4678.571289
	Iteration 13Q: 3 clusters Score -1087702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1087801.250000 Penalty: 4678.571289
	Iteration 14Q: 3 clusters Score -1087801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1087854.500000 Penalty: 4678.571289
	Iteration 15Q: 3 clusters Score -1087854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1087895.125000 Penalty: 4678.571289
	Iteration 16Q: 3 clusters Score -1087895 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1087923.500000 Penalty: 4678.571289
	Iteration 17Q: 3 clusters Score -1087924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1087940.375000 Penalty: 4678.571289
	Iteration 18Q: 3 clusters Score -1087940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1087954.500000 Penalty: 4678.571289
	Iteration 19Q: 3 clusters Score -1087954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1087973.000000 Penalty: 4678.571289
	Iteration 20F: 3 clusters Score -1087973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1087983.500000 Penalty: 4678.571289
	Iteration 21Q: 3 clusters Score -1087984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1087989.875000 Penalty: 4678.571289
	Iteration 22Q: 3 clusters Score -1087990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1087995.500000 Penalty: 4678.571289
	Iteration 23Q: 3 clusters Score -1087996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1088005.500000 Penalty: 4678.571289
	Iteration 24Q: 3 clusters Score -1088006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1088007.625000 Penalty: 4678.571289
	Iteration 25Q: 3 clusters Score -1088008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1088014.375000 Penalty: 4678.571289
	Iteration 26Q: 3 clusters Score -1088014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1088018.875000 Penalty: 4678.571289
	Iteration 27Q: 3 clusters Score -1088019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1088021.000000 Penalty: 4678.571289
	Iteration 28Q: 3 clusters Score -1088021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1088022.125000 Penalty: 4678.571289
	Iteration 29Q: 3 clusters Score -1088022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1088022.750000 Penalty: 4678.571289
	Iteration 30Q: 3 clusters Score -1088023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1088025.000000 Penalty: 4678.571289
	Iteration 31Q: 3 clusters Score -1088025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1088028.375000 Penalty: 4678.571289
	Iteration 32Q: 3 clusters Score -1088028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1088027.250000 Penalty: 4678.571289
	Iteration 33Q: 3 clusters Score -1088027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1088027.625000 Penalty: 4678.571289
	Iteration 34Q: 3 clusters Score -1088028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1088028.375000 Penalty: 4678.571289
	Iteration 35Q: 3 clusters Score -1088028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1088029.000000 Penalty: 4678.571289
	Iteration 36Q: 3 clusters Score -1088029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1088029.125000 Penalty: 4678.571289
	Iteration 37Q: 3 clusters Score -1088029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1088028.875000 Penalty: 4678.571289
	Iteration 38Q: 3 clusters Score -1088029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1088030.000000 Penalty: 4678.571289
	Iteration 39Q: 3 clusters Score -1088030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1088027.750000 Penalty: 4678.571289
	Iteration 40F: 3 clusters Score -1088028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1088029.375000 Penalty: 4678.571289
	Iteration 41Q: 3 clusters Score -1088029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1088030.750000 Penalty: 4678.571289
	Iteration 42Q: 3 clusters Score -1088031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1088032.125000 Penalty: 4678.571289
	Iteration 43Q: 3 clusters Score -1088032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1088029.125000 Penalty: 4678.571289
	Iteration 44Q: 3 clusters Score -1088029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1088029.875000 Penalty: 4678.571289
	Iteration 45Q: 3 clusters Score -1088030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1088030.875000 Penalty: 4678.571289
	Iteration 46Q: 3 clusters Score -1088031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1088036.500000 Penalty: 4678.571289
	Iteration 47Q: 3 clusters Score -1088036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1088036.375000 Penalty: 4678.571289
	Iteration 48Q: 3 clusters Score -1088036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1088038.625000 Penalty: 4678.571289
	Iteration 49Q: 3 clusters Score -1088039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1088040.125000 Penalty: 4678.571289
	Iteration 50Q: 3 clusters Score -1088040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1088041.500000 Penalty: 4678.571289
	Iteration 51Q: 3 clusters Score -1088042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1088040.750000 Penalty: 4678.571289
	Iteration 52Q: 3 clusters Score -1088041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1088040.750000 Penalty: 4678.571289
	Iteration 53F: 3 clusters Score -1088041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Entering Unmasked Estep 
Score: -654285.437500 Penalty: 2197.755371
	Iteration 0F: 2 clusters Score -654285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -648477.375000 Penalty: 4395.510742
	Iteration 0F: 3 clusters Score -648477.4 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -649952.000000 Penalty: 4395.510742
	Iteration 1F: 3 clusters Score -649952 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -650203.750000 Penalty: 4395.510742
	Iteration 2F: 3 clusters Score -650203.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -650393.250000 Penalty: 4395.510742
	Iteration 3F: 3 clusters Score -650393.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -650542.625000 Penalty: 4395.510742
	Iteration 4Q: 3 clusters Score -650542.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -650663.437500 Penalty: 4395.510742
	Iteration 5Q: 3 clusters Score -650663.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -650760.062500 Penalty: 4395.510742
	Iteration 6Q: 3 clusters Score -650760.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -650849.250000 Penalty: 4395.510742
	Iteration 7Q: 3 clusters Score -650849.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -650949.500000 Penalty: 4395.510742
	Iteration 8Q: 3 clusters Score -650949.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -651044.062500 Penalty: 4395.510742
	Iteration 9Q: 3 clusters Score -651044.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -651129.187500 Penalty: 4395.510742
	Iteration 10Q: 3 clusters Score -651129.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -651221.562500 Penalty: 4395.510742
	Iteration 11Q: 3 clusters Score -651221.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -651309.062500 Penalty: 4395.510742
	Iteration 12Q: 3 clusters Score -651309.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -651398.125000 Penalty: 4395.510742
	Iteration 13Q: 3 clusters Score -651398.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -651478.625000 Penalty: 4395.510742
	Iteration 14Q: 3 clusters Score -651478.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -651567.312500 Penalty: 4395.510742
	Iteration 15Q: 3 clusters Score -651567.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -651652.625000 Penalty: 4395.510742
	Iteration 16Q: 3 clusters Score -651652.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -651724.875000 Penalty: 4395.510742
	Iteration 17Q: 3 clusters Score -651724.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -651794.687500 Penalty: 4395.510742
	Iteration 18Q: 3 clusters Score -651794.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -651856.750000 Penalty: 4395.510742
	Iteration 19Q: 3 clusters Score -651856.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -651899.937500 Penalty: 4395.510742
	Iteration 20F: 3 clusters Score -651899.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -651932.437500 Penalty: 4395.510742
	Iteration 21Q: 3 clusters Score -651932.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -651960.187500 Penalty: 4395.510742
	Iteration 22Q: 3 clusters Score -651960.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -651977.562500 Penalty: 4395.510742
	Iteration 23Q: 3 clusters Score -651977.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -651993.500000 Penalty: 4395.510742
	Iteration 24Q: 3 clusters Score -651993.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -652004.875000 Penalty: 4395.510742
	Iteration 25Q: 3 clusters Score -652004.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -652012.812500 Penalty: 4395.510742
	Iteration 26Q: 3 clusters Score -652012.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -652019.812500 Penalty: 4395.510742
	Iteration 27Q: 3 clusters Score -652019.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -652024.937500 Penalty: 4395.510742
	Iteration 28Q: 3 clusters Score -652024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -652030.750000 Penalty: 4395.510742
	Iteration 29Q: 3 clusters Score -652030.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -652035.875000 Penalty: 4395.510742
	Iteration 30Q: 3 clusters Score -652035.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -652040.562500 Penalty: 4395.510742
	Iteration 31Q: 3 clusters Score -652040.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -652046.750000 Penalty: 4395.510742
	Iteration 32Q: 3 clusters Score -652046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -652051.937500 Penalty: 4395.510742
	Iteration 33Q: 3 clusters Score -652051.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -652056.062500 Penalty: 4395.510742
	Iteration 34Q: 3 clusters Score -652056.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -652064.312500 Penalty: 4395.510742
	Iteration 35Q: 3 clusters Score -652064.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -652072.125000 Penalty: 4395.510742
	Iteration 36Q: 3 clusters Score -652072.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -652082.562500 Penalty: 4395.510742
	Iteration 37Q: 3 clusters Score -652082.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -652092.437500 Penalty: 4395.510742
	Iteration 38Q: 3 clusters Score -652092.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -652103.750000 Penalty: 4395.510742
	Iteration 39Q: 3 clusters Score -652103.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -652114.437500 Penalty: 4395.510742
	Iteration 40F: 3 clusters Score -652114.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -652120.812500 Penalty: 4395.510742
	Iteration 41Q: 3 clusters Score -652120.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -652128.875000 Penalty: 4395.510742
	Iteration 42Q: 3 clusters Score -652128.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -652135.312500 Penalty: 4395.510742
	Iteration 43Q: 3 clusters Score -652135.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -652139.062500 Penalty: 4395.510742
	Iteration 44Q: 3 clusters Score -652139.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -652145.750000 Penalty: 4395.510742
	Iteration 45Q: 3 clusters Score -652145.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -652151.437500 Penalty: 4395.510742
	Iteration 46Q: 3 clusters Score -652151.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -652154.250000 Penalty: 4395.510742
	Iteration 47Q: 3 clusters Score -652154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -652155.000000 Penalty: 4395.510742
	Iteration 48Q: 3 clusters Score -652155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -652156.312500 Penalty: 4395.510742
	Iteration 49Q: 3 clusters Score -652156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -652157.812500 Penalty: 4395.510742
	Iteration 50Q: 3 clusters Score -652157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -652160.750000 Penalty: 4395.510742
	Iteration 51Q: 3 clusters Score -652160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -652163.187500 Penalty: 4395.510742
	Iteration 52Q: 3 clusters Score -652163.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -652163.687500 Penalty: 4395.510742
	Iteration 53Q: 3 clusters Score -652163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -652165.250000 Penalty: 4395.510742
	Iteration 54Q: 3 clusters Score -652165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -652166.000000 Penalty: 4395.510742
	Iteration 55Q: 3 clusters Score -652166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -652165.937500 Penalty: 4395.510742
	Iteration 56Q: 3 clusters Score -652165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -652167.562500 Penalty: 4395.510742
	Iteration 57Q: 3 clusters Score -652167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -652167.562500 Penalty: 4395.510742
	Iteration 58F: 3 clusters Score -652167.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Entering Unmasked Estep 
Score: -3725001.750000 Penalty: 2634.288818
	Iteration 0F: 2 clusters Score -3725002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3697282.000000 Penalty: 5268.577637
	Iteration 0F: 3 clusters Score -3697282 nChanged 18737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3707696.000000 Penalty: 5268.577637
	Iteration 1F: 3 clusters Score -3707696 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3708412.500000 Penalty: 5268.577637
	Iteration 2Q: 3 clusters Score -3708412 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3709135.500000 Penalty: 5268.577637
	Iteration 3Q: 3 clusters Score -3709136 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3709909.500000 Penalty: 5268.577637
	Iteration 4Q: 3 clusters Score -3709910 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3710726.250000 Penalty: 5268.577637
	Iteration 5Q: 3 clusters Score -3710726 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3711531.500000 Penalty: 5268.577637
	Iteration 6Q: 3 clusters Score -3711532 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3712273.500000 Penalty: 5268.577637
	Iteration 7Q: 3 clusters Score -3712274 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3712992.750000 Penalty: 5268.577637
	Iteration 8Q: 3 clusters Score -3712993 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3713730.500000 Penalty: 5268.577637
	Iteration 9Q: 3 clusters Score -3713730 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3714506.750000 Penalty: 5268.577637
	Iteration 10Q: 3 clusters Score -3714507 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3715362.750000 Penalty: 5268.577637
	Iteration 11Q: 3 clusters Score -3715363 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3716251.000000 Penalty: 5268.577637
	Iteration 12Q: 3 clusters Score -3716251 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3717099.750000 Penalty: 5268.577637
	Iteration 13Q: 3 clusters Score -3717100 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3717865.000000 Penalty: 5268.577637
	Iteration 14Q: 3 clusters Score -3717865 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3718569.000000 Penalty: 5268.577637
	Iteration 15Q: 3 clusters Score -3718569 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3719113.750000 Penalty: 5268.577637
	Iteration 16Q: 3 clusters Score -3719114 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3719506.500000 Penalty: 5268.577637
	Iteration 17Q: 3 clusters Score -3719506 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3719828.750000 Penalty: 5268.577637
	Iteration 18Q: 3 clusters Score -3719829 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3720094.500000 Penalty: 5268.577637
	Iteration 19Q: 3 clusters Score -3720094 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3720378.000000 Penalty: 5268.577637
	Iteration 20F: 3 clusters Score -3720378 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3720663.250000 Penalty: 5268.577637
	Iteration 21Q: 3 clusters Score -3720663 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3720933.000000 Penalty: 5268.577637
	Iteration 22Q: 3 clusters Score -3720933 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3721238.000000 Penalty: 5268.577637
	Iteration 23Q: 3 clusters Score -3721238 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3721595.750000 Penalty: 5268.577637
	Iteration 24Q: 3 clusters Score -3721596 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3722054.250000 Penalty: 5268.577637
	Iteration 25Q: 3 clusters Score -3722054 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3722479.000000 Penalty: 5268.577637
	Iteration 26Q: 3 clusters Score -3722479 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3722875.500000 Penalty: 5268.577637
	Iteration 27Q: 3 clusters Score -3722876 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3723220.000000 Penalty: 5268.577637
	Iteration 28Q: 3 clusters Score -3723220 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3723482.500000 Penalty: 5268.577637
	Iteration 29Q: 3 clusters Score -3723482 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3723631.750000 Penalty: 5268.577637
	Iteration 30Q: 3 clusters Score -3723632 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3723713.750000 Penalty: 5268.577637
	Iteration 31Q: 3 clusters Score -3723714 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3723761.750000 Penalty: 5268.577637
	Iteration 32Q: 3 clusters Score -3723762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3723791.000000 Penalty: 5268.577637
	Iteration 33Q: 3 clusters Score -3723791 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3723804.000000 Penalty: 5268.577637
	Iteration 34Q: 3 clusters Score -3723804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3723817.250000 Penalty: 5268.577637
	Iteration 35Q: 3 clusters Score -3723817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3723836.000000 Penalty: 5268.577637
	Iteration 36Q: 3 clusters Score -3723836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3723852.500000 Penalty: 5268.577637
	Iteration 37Q: 3 clusters Score -3723852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3723850.750000 Penalty: 5268.577637
	Iteration 38Q: 3 clusters Score -3723851 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3723867.250000 Penalty: 5268.577637
	Iteration 39Q: 3 clusters Score -3723867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3723870.250000 Penalty: 5268.577637
	Iteration 40F: 3 clusters Score -3723870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3723872.000000 Penalty: 5268.577637
	Iteration 41Q: 3 clusters Score -3723872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3723883.500000 Penalty: 5268.577637
	Iteration 42Q: 3 clusters Score -3723884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3723883.250000 Penalty: 5268.577637
	Iteration 43Q: 3 clusters Score -3723883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3723885.750000 Penalty: 5268.577637
	Iteration 44Q: 3 clusters Score -3723886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3723886.750000 Penalty: 5268.577637
	Iteration 45Q: 3 clusters Score -3723887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3723886.250000 Penalty: 5268.577637
	Iteration 46Q: 3 clusters Score -3723886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3723892.750000 Penalty: 5268.577637
	Iteration 47Q: 3 clusters Score -3723893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3723884.750000 Penalty: 5268.577637
	Iteration 48Q: 3 clusters Score -3723885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3723881.000000 Penalty: 5268.577637
	Iteration 49Q: 3 clusters Score -3723881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3723877.250000 Penalty: 5268.577637
	Iteration 50Q: 3 clusters Score -3723877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3723882.750000 Penalty: 5268.577637
	Iteration 51Q: 3 clusters Score -3723883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3723882.250000 Penalty: 5268.577637
	Iteration 52Q: 3 clusters Score -3723882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3723893.750000 Penalty: 5268.577637
	Iteration 53Q: 3 clusters Score -3723894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3723895.250000 Penalty: 5268.577637
	Iteration 54Q: 3 clusters Score -3723895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3723889.750000 Penalty: 5268.577637
	Iteration 55Q: 3 clusters Score -3723890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3723892.250000 Penalty: 5268.577637
	Iteration 56Q: 3 clusters Score -3723892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3723887.250000 Penalty: 5268.577637
	Iteration 57Q: 3 clusters Score -3723887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3723887.750000 Penalty: 5268.577637
	Iteration 58Q: 3 clusters Score -3723888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3723886.750000 Penalty: 5268.577637
	Iteration 59Q: 3 clusters Score -3723887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3723883.500000 Penalty: 5268.577637
	Iteration 60F: 3 clusters Score -3723884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3723887.750000 Penalty: 5268.577637
	Iteration 61Q: 3 clusters Score -3723888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3723886.500000 Penalty: 5268.577637
	Iteration 62Q: 3 clusters Score -3723886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3723882.000000 Penalty: 5268.577637
	Iteration 63Q: 3 clusters Score -3723882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3723881.000000 Penalty: 5268.577637
	Iteration 64Q: 3 clusters Score -3723881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3723883.500000 Penalty: 5268.577637
	Iteration 65Q: 3 clusters Score -3723884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3723883.500000 Penalty: 5268.577637
	Iteration 66F: 3 clusters Score -3723884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Entering Unmasked Estep 
Score: -5431004.000000 Penalty: 2723.130615
	Iteration 0F: 2 clusters Score -5431004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -5391549.000000 Penalty: 5446.261230
	Iteration 0F: 3 clusters Score -5391549 nChanged 27312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -5406886.000000 Penalty: 5446.261230
	Iteration 1F: 3 clusters Score -5406886 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5407673.000000 Penalty: 5446.261230
	Iteration 2Q: 3 clusters Score -5407673 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5408625.000000 Penalty: 5446.261230
	Iteration 3Q: 3 clusters Score -5408625 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5409846.500000 Penalty: 5446.261230
	Iteration 4Q: 3 clusters Score -5409846 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -5411744.500000 Penalty: 5446.261230
	Iteration 5F: 3 clusters Score -5411744 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5414429.500000 Penalty: 5446.261230
	Iteration 6F: 3 clusters Score -5414430 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5418141.000000 Penalty: 5446.261230
	Iteration 7F: 3 clusters Score -5418141 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -5421964.000000 Penalty: 5446.261230
	Iteration 8F: 3 clusters Score -5421964 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5424917.500000 Penalty: 5446.261230
	Iteration 9F: 3 clusters Score -5424918 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5426167.500000 Penalty: 5446.261230
	Iteration 10Q: 3 clusters Score -5426168 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5426531.000000 Penalty: 5446.261230
	Iteration 11Q: 3 clusters Score -5426531 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5426702.000000 Penalty: 5446.261230
	Iteration 12Q: 3 clusters Score -5426702 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -5426819.000000 Penalty: 5446.261230
	Iteration 13Q: 3 clusters Score -5426819 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5426900 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5426958 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5426988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5427034 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5427055 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5427081 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5427093.000000 Penalty: 5446.261230
	Iteration 20F: 3 clusters Score -5427093 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -5427118.500000 Penalty: 5446.261230
	Iteration 21Q: 3 clusters Score -5427118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5427147.000000 Penalty: 5446.261230
	Iteration 22Q: 3 clusters Score -5427147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -5427179.000000 Penalty: 5446.261230
	Iteration 23Q: 3 clusters Score -5427179 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5427205.500000 Penalty: 5446.261230
	Iteration 24Q: 3 clusters Score -5427206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5427209.000000 Penalty: 5446.261230
	Iteration 25Q: 3 clusters Score -5427209 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -5427233.500000 Penalty: 5446.261230
	Iteration 26Q: 3 clusters Score -5427234 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -5427256.000000 Penalty: 5446.261230
	Iteration 27Q: 3 clusters Score -5427256 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -5427287.000000 Penalty: 5446.261230
	Iteration 28Q: 3 clusters Score -5427287 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -5427337.000000 Penalty: 5446.261230
	Iteration 29Q: 3 clusters Score -5427337 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -5427362.000000 Penalty: 5446.261230
	Iteration 30Q: 3 clusters Score -5427362 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -5427373.500000 Penalty: 5446.261230
	Iteration 31Q: 3 clusters Score -5427374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -5427417.500000 Penalty: 5446.261230
	Iteration 32Q: 3 clusters Score -5427418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -5427440.000000 Penalty: 5446.261230
	Iteration 33Q: 3 clusters Score -5427440 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -5427481.500000 Penalty: 5446.261230
	Iteration 34Q: 3 clusters Score -5427482 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -5427519.500000 Penalty: 5446.261230
	Iteration 35Q: 3 clusters Score -5427520 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5427548.000000 Penalty: 5446.261230
	Iteration 36Q: 3 clusters Score -5427548 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -5427580.500000 Penalty: 5446.261230
	Iteration 37Q: 3 clusters Score -5427580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -5427597.500000 Penalty: 5446.261230
	Iteration 38Q: 3 clusters Score -5427598 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -5427637.000000 Penalty: 5446.261230
	Iteration 39Q: 3 clusters Score -5427637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -5427670.500000 Penalty: 5446.261230
	Iteration 40F: 3 clusters Score -5427670 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -5427683.500000 Penalty: 5446.261230
	Iteration 41Q: 3 clusters Score -5427684 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -5427693.500000 Penalty: 5446.261230
	Iteration 42Q: 3 clusters Score -5427694 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5427740.500000 Penalty: 5446.261230
	Iteration 43Q: 3 clusters Score -5427740 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5427742.500000 Penalty: 5446.261230
	Iteration 44Q: 3 clusters Score -5427742 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -5427773.000000 Penalty: 5446.261230
	Iteration 45Q: 3 clusters Score -5427773 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -5427782.000000 Penalty: 5446.261230
	Iteration 46Q: 3 clusters Score -5427782 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -5427789.500000 Penalty: 5446.261230
	Iteration 47Q: 3 clusters Score -5427790 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5427826.000000 Penalty: 5446.261230
	Iteration 48Q: 3 clusters Score -5427826 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5427850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5427879.000000 Penalty: 5446.261230
	Iteration 50Q: 3 clusters Score -5427879 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -5427904.000000 Penalty: 5446.261230
	Iteration 51Q: 3 clusters Score -5427904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -5427938.500000 Penalty: 5446.261230
	Iteration 52Q: 3 clusters Score -5427938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -5427962.500000 Penalty: 5446.261230
	Iteration 53Q: 3 clusters Score -5427962 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -5427969.500000 Penalty: 5446.261230
	Iteration 54Q: 3 clusters Score -5427970 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -5427984.000000 Penalty: 5446.261230
	Iteration 55Q: 3 clusters Score -5427984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5428009.000000 Penalty: 5446.261230
	Iteration 56Q: 3 clusters Score -5428009 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -5428005.500000 Penalty: 5446.261230
	Iteration 57Q: 3 clusters Score -5428006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5428003.000000 Penalty: 5446.261230
	Iteration 58Q: 3 clusters Score -5428003 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5428023.000000 Penalty: 5446.261230
	Iteration 59Q: 3 clusters Score -5428023 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5428029.000000 Penalty: 5446.261230
	Iteration 60F: 3 clusters Score -5428029 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5428050 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -5428081.000000 Penalty: 5446.261230
	Iteration 62Q: 3 clusters Score -5428081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -5428132.500000 Penalty: 5446.261230
	Iteration 63Q: 3 clusters Score -5428132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -5428129.000000 Penalty: 5446.261230
	Iteration 64Q: 3 clusters Score -5428129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5428138.000000 Penalty: 5446.261230
	Iteration 65Q: 3 clusters Score -5428138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5428146.500000 Penalty: 5446.261230
	Iteration 66Q: 3 clusters Score -5428146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5428162.000000 Penalty: 5446.261230
	Iteration 67Q: 3 clusters Score -5428162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -5428167.000000 Penalty: 5446.261230
	Iteration 68Q: 3 clusters Score -5428167 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5428177.000000 Penalty: 5446.261230
	Iteration 69Q: 3 clusters Score -5428177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5428198.500000 Penalty: 5446.261230
	Iteration 70Q: 3 clusters Score -5428198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5428192.500000 Penalty: 5446.261230
	Iteration 71Q: 3 clusters Score -5428192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -5428200.000000 Penalty: 5446.261230
	Iteration 72Q: 3 clusters Score -5428200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5428213.500000 Penalty: 5446.261230
	Iteration 73Q: 3 clusters Score -5428214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5428226.500000 Penalty: 5446.261230
	Iteration 74Q: 3 clusters Score -5428226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -5428227.000000 Penalty: 5446.261230
	Iteration 75Q: 3 clusters Score -5428227 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5428233.500000 Penalty: 5446.261230
	Iteration 76Q: 3 clusters Score -5428234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5428232.000000 Penalty: 5446.261230
	Iteration 77Q: 3 clusters Score -5428232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5428261.000000 Penalty: 5446.261230
	Iteration 78Q: 3 clusters Score -5428261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -5428260.000000 Penalty: 5446.261230
	Iteration 79Q: 3 clusters Score -5428260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -5428266.500000 Penalty: 5446.261230
	Iteration 80F: 3 clusters Score -5428266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5428281.000000 Penalty: 5446.261230
	Iteration 81Q: 3 clusters Score -5428281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5428287.500000 Penalty: 5446.261230
	Iteration 82Q: 3 clusters Score -5428288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -5428295.000000 Penalty: 5446.261230
	Iteration 83Q: 3 clusters Score -5428295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5428293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -5428294.500000 Penalty: 5446.261230
	Iteration 85Q: 3 clusters Score -5428294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5428307.000000 Penalty: 5446.261230
	Iteration 86Q: 3 clusters Score -5428307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5428306.000000 Penalty: 5446.261230
	Iteration 87Q: 3 clusters Score -5428306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5428310.000000 Penalty: 5446.261230
	Iteration 88Q: 3 clusters Score -5428310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -5428311.500000 Penalty: 5446.261230
	Iteration 89Q: 3 clusters Score -5428312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5428313.000000 Penalty: 5446.261230
	Iteration 90Q: 3 clusters Score -5428313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5428328.500000 Penalty: 5446.261230
	Iteration 91Q: 3 clusters Score -5428328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -5428316.000000 Penalty: 5446.261230
	Iteration 92Q: 3 clusters Score -5428316 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5428317.000000 Penalty: 5446.261230
	Iteration 93Q: 3 clusters Score -5428317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5428323.500000 Penalty: 5446.261230
	Iteration 94Q: 3 clusters Score -5428324 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5428330.000000 Penalty: 5446.261230
	Iteration 95Q: 3 clusters Score -5428330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5428333.500000 Penalty: 5446.261230
	Iteration 96Q: 3 clusters Score -5428334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -5428336.500000 Penalty: 5446.261230
	Iteration 97Q: 3 clusters Score -5428336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5428351.000000 Penalty: 5446.261230
	Iteration 98Q: 3 clusters Score -5428351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5428363.500000 Penalty: 5446.261230
	Iteration 99Q: 3 clusters Score -5428364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5428367.500000 Penalty: 5446.261230
	Iteration 100F: 3 clusters Score -5428368 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5428375.500000 Penalty: 5446.261230
	Iteration 101Q: 3 clusters Score -5428376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5428386.000000 Penalty: 5446.261230
	Iteration 102Q: 3 clusters Score -5428386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5428391.500000 Penalty: 5446.261230
	Iteration 103Q: 3 clusters Score -5428392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5428393.500000 Penalty: 5446.261230
	Iteration 104Q: 3 clusters Score -5428394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
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Entering Unmasked Estep 
Score: -5428384.500000 Penalty: 5446.261230
	Iteration 105Q: 3 clusters Score -5428384 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5428389.000000 Penalty: 5446.261230
	Iteration 106Q: 3 clusters Score -5428389 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5428389.000000 Penalty: 5446.261230
	Iteration 107Q: 3 clusters Score -5428389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5428389.500000 Penalty: 5446.261230
	Iteration 108Q: 3 clusters Score -5428390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5428393.500000 Penalty: 5446.261230
	Iteration 109Q: 3 clusters Score -5428394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5428400.000000 Penalty: 5446.261230
	Iteration 110Q: 3 clusters Score -5428400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5428420.000000 Penalty: 5446.261230
	Iteration 111Q: 3 clusters Score -5428420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5428444.000000 Penalty: 5446.261230
	Iteration 112Q: 3 clusters Score -5428444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5428457.000000 Penalty: 5446.261230
	Iteration 113Q: 3 clusters Score -5428457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5428462.500000 Penalty: 5446.261230
	Iteration 114Q: 3 clusters Score -5428462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5428471.500000 Penalty: 5446.261230
	Iteration 115Q: 3 clusters Score -5428472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5428485.000000 Penalty: 5446.261230
	Iteration 116Q: 3 clusters Score -5428485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5428484.500000 Penalty: 5446.261230
	Iteration 117Q: 3 clusters Score -5428484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -5428492.000000 Penalty: 5446.261230
	Iteration 118Q: 3 clusters Score -5428492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5428491.500000 Penalty: 5446.261230
	Iteration 119Q: 3 clusters Score -5428492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5428493.000000 Penalty: 5446.261230
	Iteration 120F: 3 clusters Score -5428493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5428501.000000 Penalty: 5446.261230
	Iteration 121Q: 3 clusters Score -5428501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5428507.500000 Penalty: 5446.261230
	Iteration 122Q: 3 clusters Score -5428508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5428499.000000 Penalty: 5446.261230
	Iteration 123Q: 3 clusters Score -5428499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5428501.000000 Penalty: 5446.261230
	Iteration 124Q: 3 clusters Score -5428501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5428510.000000 Penalty: 5446.261230
	Iteration 125Q: 3 clusters Score -5428510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5428509.500000 Penalty: 5446.261230
	Iteration 126Q: 3 clusters Score -5428510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5428515.500000 Penalty: 5446.261230
	Iteration 127Q: 3 clusters Score -5428516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5428520.500000 Penalty: 5446.261230
	Iteration 128Q: 3 clusters Score -5428520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5428534.000000 Penalty: 5446.261230
	Iteration 129Q: 3 clusters Score -5428534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5428532.000000 Penalty: 5446.261230
	Iteration 130Q: 3 clusters Score -5428532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5428526.500000 Penalty: 5446.261230
	Iteration 131Q: 3 clusters Score -5428526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5428518.000000 Penalty: 5446.261230
	Iteration 132Q: 3 clusters Score -5428518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5428521.500000 Penalty: 5446.261230
	Iteration 133Q: 3 clusters Score -5428522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5428513.000000 Penalty: 5446.261230
	Iteration 134Q: 3 clusters Score -5428513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5428524.000000 Penalty: 5446.261230
	Iteration 135Q: 3 clusters Score -5428524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5428519.000000 Penalty: 5446.261230
	Iteration 136Q: 3 clusters Score -5428519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5428529.500000 Penalty: 5446.261230
	Iteration 137Q: 3 clusters Score -5428530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5428527.500000 Penalty: 5446.261230
	Iteration 138Q: 3 clusters Score -5428528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5428533.500000 Penalty: 5446.261230
	Iteration 139Q: 3 clusters Score -5428534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5428536.500000 Penalty: 5446.261230
	Iteration 140F: 3 clusters Score -5428536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5428535.000000 Penalty: 5446.261230
	Iteration 141Q: 3 clusters Score -5428535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5428535.000000 Penalty: 5446.261230
	Iteration 142F: 3 clusters Score -5428535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -90171.828125 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -90171.83 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 583 members 
Entering Unmasked Estep 
Score: -88198.835938 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -88198.84 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88687.085938 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -88687.09 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88903.656250 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -88903.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -88998.164062 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -88998.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -89079.593750 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -89079.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89203.343750 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -89203.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89466.000000 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -89466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89734.093750 Penalty: 3486.427490
	Iteration 7F: 3 clusters Score -89734.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89872.125000 Penalty: 3486.427490
	Iteration 8F: 3 clusters Score -89872.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90031.093750 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -90031.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90145.585938 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -90145.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90237.484375 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -90237.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90271.101562 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -90271.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90354.250000 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -90354.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90521.656250 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -90521.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90632.375000 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -90632.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90712.851562 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -90712.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90820.429688 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -90820.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90937.492188 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -90937.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91040.507812 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -91040.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91210.476562 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -91210.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91341.437500 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -91341.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91396.507812 Penalty: 3486.427490
	Iteration 22Q: 3 clusters Score -91396.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91459.250000 Penalty: 3486.427490
	Iteration 23Q: 3 clusters Score -91459.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91476.921875 Penalty: 3486.427490
	Iteration 24Q: 3 clusters Score -91476.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91487.828125 Penalty: 3486.427490
	Iteration 25Q: 3 clusters Score -91487.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91492.648438 Penalty: 3486.427490
	Iteration 26Q: 3 clusters Score -91492.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91492.648438 Penalty: 3486.427490
	Iteration 27F: 3 clusters Score -91492.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 187048 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 436735 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 164500 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 361 members 
Entering Unmasked Estep 
Score: -93623208.000000 Penalty: 89408.812500
Splitting cluster 24 changes total score from -93623512.000000 to -93623208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -91766.164062 Penalty: 1751.210938
	Iteration 0F: 2 clusters Score -91766.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89760.171875 Penalty: 3502.421875
	Iteration 0F: 3 clusters Score -89760.17 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90254.179688 Penalty: 3502.421875
	Iteration 1F: 3 clusters Score -90254.18 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90761.609375 Penalty: 3502.421875
	Iteration 2F: 3 clusters Score -90761.61 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91309.546875 Penalty: 3502.421875
	Iteration 3F: 3 clusters Score -91309.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91796.015625 Penalty: 3502.421875
	Iteration 4F: 3 clusters Score -91796.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92011.546875 Penalty: 3502.421875
	Iteration 5F: 3 clusters Score -92011.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92171.929688 Penalty: 3502.421875
	Iteration 6Q: 3 clusters Score -92171.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92326.398438 Penalty: 3502.421875
	Iteration 7Q: 3 clusters Score -92326.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92452.015625 Penalty: 3502.421875
	Iteration 8Q: 3 clusters Score -92452.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -92515.226562 Penalty: 3502.421875
	Iteration 9Q: 3 clusters Score -92515.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92529.156250 Penalty: 3502.421875
	Iteration 10Q: 3 clusters Score -92529.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92540.406250 Penalty: 3502.421875
	Iteration 11Q: 3 clusters Score -92540.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -92546.890625 Penalty: 3502.421875
	Iteration 12Q: 3 clusters Score -92546.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92550.710938 Penalty: 3502.421875
	Iteration 13Q: 3 clusters Score -92550.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92551.976562 Penalty: 3502.421875
	Iteration 14Q: 3 clusters Score -92551.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92551.976562 Penalty: 3502.421875
	Iteration 15F: 3 clusters Score -92551.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 187048 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 436735 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 164500 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
Score: -93622672.000000 Penalty: 89408.812500
Splitting cluster 25 changes total score from -93623512.000000 to -93622672.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 187048 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 436735 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 164500 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 58710 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623584.000000 Penalty: 85970.007812
Iteration 159Q: 26 clusters Score -9.362358e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10643 members 
Mstep: Class 6 contains 187046 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 14631 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39927 members 
Mstep: Class 12 contains 436730 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 13480 members 
Mstep: Class 15 contains 27540 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7910 members 
Mstep: Class 19 contains 164495 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 7059 members 
Mstep: Class 22 contains 41029 members 
Mstep: Class 23 contains 58709 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623536.000000 Penalty: 85970.007812
Iteration 160F: 26 clusters Score -9.362354e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10641 members 
Mstep: Class 6 contains 187044 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7488 members 
Mstep: Class 9 contains 14628 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436718 members 
Mstep: Class 13 contains 4908 members 
Mstep: Class 14 contains 13480 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 164498 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 41030 members 
Mstep: Class 23 contains 58706 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623520.000000 Penalty: 85970.007812
Iteration 161Q: 26 clusters Score -9.362352e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187041 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 14627 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39929 members 
Mstep: Class 12 contains 436712 members 
Mstep: Class 13 contains 4911 members 
Mstep: Class 14 contains 13481 members 
Mstep: Class 15 contains 27543 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 164494 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 41030 members 
Mstep: Class 23 contains 58708 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623520.000000 Penalty: 85970.007812
Iteration 162Q: 26 clusters Score -9.362352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 187037 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7484 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39929 members 
Mstep: Class 12 contains 436715 members 
Mstep: Class 13 contains 4911 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 164491 members 
Mstep: Class 20 contains 12525 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 58708 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623512.000000 Penalty: 85970.007812
Iteration 163Q: 26 clusters Score -9.362351e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 187034 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39929 members 
Mstep: Class 12 contains 436709 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 13480 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7915 members 
Mstep: Class 19 contains 164501 members 
Mstep: Class 20 contains 12533 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 41035 members 
Mstep: Class 23 contains 58708 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623448.000000 Penalty: 85970.007812
Iteration 164Q: 26 clusters Score -9.362345e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187027 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7467 members 
Mstep: Class 9 contains 14625 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39929 members 
Mstep: Class 12 contains 436705 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13480 members 
Mstep: Class 15 contains 27543 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7918 members 
Mstep: Class 19 contains 164503 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41038 members 
Mstep: Class 23 contains 58709 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623488.000000 Penalty: 85970.007812
Iteration 165Q: 26 clusters Score -9.362349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10641 members 
Mstep: Class 6 contains 187026 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39929 members 
Mstep: Class 12 contains 436701 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13480 members 
Mstep: Class 15 contains 27545 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 164503 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41040 members 
Mstep: Class 23 contains 58708 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623600.000000 Penalty: 85970.007812
Iteration 166Q: 26 clusters Score -9.36236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187025 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7455 members 
Mstep: Class 9 contains 14621 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39929 members 
Mstep: Class 12 contains 436700 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13481 members 
Mstep: Class 15 contains 27545 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 164505 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41043 members 
Mstep: Class 23 contains 58709 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623544.000000 Penalty: 85970.007812
Iteration 167Q: 26 clusters Score -9.362354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10638 members 
Mstep: Class 6 contains 187027 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 14618 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436703 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13481 members 
Mstep: Class 15 contains 27546 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 164503 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41044 members 
Mstep: Class 23 contains 58711 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623504.000000 Penalty: 85970.007812
Iteration 168Q: 26 clusters Score -9.36235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7452 members 
Mstep: Class 9 contains 14616 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436703 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13481 members 
Mstep: Class 15 contains 27549 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 164503 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58714 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623520.000000 Penalty: 85970.007812
Iteration 169Q: 26 clusters Score -9.362352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7453 members 
Mstep: Class 9 contains 14615 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436699 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164502 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41047 members 
Mstep: Class 23 contains 58714 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623512.000000 Penalty: 85970.007812
Iteration 170Q: 26 clusters Score -9.362351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7453 members 
Mstep: Class 9 contains 14612 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436699 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13483 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164504 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58714 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623504.000000 Penalty: 85970.007812
Iteration 171Q: 26 clusters Score -9.36235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7455 members 
Mstep: Class 9 contains 14613 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436699 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58714 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623504.000000 Penalty: 85970.007812
Iteration 172Q: 26 clusters Score -9.36235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7456 members 
Mstep: Class 9 contains 14613 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164500 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623472.000000 Penalty: 85970.007812
Iteration 173Q: 26 clusters Score -9.362347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7459 members 
Mstep: Class 9 contains 14612 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436696 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623472.000000 Penalty: 85970.007812
Iteration 174Q: 26 clusters Score -9.362347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7460 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623472.000000 Penalty: 85970.007812
Iteration 175Q: 26 clusters Score -9.362347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164498 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623472.000000 Penalty: 85970.007812
Iteration 176Q: 26 clusters Score -9.362347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436698 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164497 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623480.000000 Penalty: 85970.007812
Iteration 177Q: 26 clusters Score -9.362348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187021 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14609 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436698 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27551 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164497 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 85970.007812
Iteration 178Q: 26 clusters Score -9.36235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187020 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164497 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623528.000000 Penalty: 85970.007812
Iteration 179Q: 26 clusters Score -9.362353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187019 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164498 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623520.000000 Penalty: 85970.007812
Iteration 180F: 26 clusters Score -9.362352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187018 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 85970.007812
Iteration 181Q: 26 clusters Score -9.36235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187018 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 85970.007812
Iteration 182F: 26 clusters Score -9.36235e+07 nChanged 0
Entering ConstructFrom: 
Score: -93623496.000000 Penalty: 85970.007812
Entering ConstructFrom: 
Trying to split cluster 1 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -163436.859375 Penalty: 1882.906860
	Iteration 0F: 2 clusters Score -163436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -160863.984375 Penalty: 3765.813721
	Iteration 0F: 3 clusters Score -160864 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -161502.843750 Penalty: 3765.813721
	Iteration 1F: 3 clusters Score -161502.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -161912.812500 Penalty: 3765.813721
	Iteration 2F: 3 clusters Score -161912.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -162340.250000 Penalty: 3765.813721
	Iteration 3F: 3 clusters Score -162340.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -162756.078125 Penalty: 3765.813721
	Iteration 4F: 3 clusters Score -162756.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -163146.687500 Penalty: 3765.813721
	Iteration 5F: 3 clusters Score -163146.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -163530.750000 Penalty: 3765.813721
	Iteration 6Q: 3 clusters Score -163530.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163951.578125 Penalty: 3765.813721
	Iteration 7Q: 3 clusters Score -163951.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -164183.656250 Penalty: 3765.813721
	Iteration 8Q: 3 clusters Score -164183.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -164386.546875 Penalty: 3765.813721
	Iteration 9Q: 3 clusters Score -164386.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -164421.734375 Penalty: 3765.813721
	Iteration 10Q: 3 clusters Score -164421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -164430.671875 Penalty: 3765.813721
	Iteration 11Q: 3 clusters Score -164430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -164431.140625 Penalty: 3765.813721
	Iteration 12Q: 3 clusters Score -164431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -164431.312500 Penalty: 3765.813721
	Iteration 13Q: 3 clusters Score -164431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -164431.312500 Penalty: 3765.813721
	Iteration 14F: 3 clusters Score -164431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187018 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 768 members 
Entering Unmasked Estep 
Score: -93622536.000000 Penalty: 89408.812500
Splitting cluster 1 changes total score from -93623496.000000 to -93622536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -38836.417969 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -38836.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37368.117188 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -37368.12 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37711.558594 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -37711.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37851.546875 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -37851.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37961.726562 Penalty: 3123.366211
	Iteration 3F: 3 clusters Score -37961.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38073.667969 Penalty: 3123.366211
	Iteration 4F: 3 clusters Score -38073.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38236.484375 Penalty: 3123.366211
	Iteration 5F: 3 clusters Score -38236.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38389.664062 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -38389.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38453.539062 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -38453.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38472.121094 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -38472.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38492.031250 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -38492.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38499.765625 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -38499.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38515.863281 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -38515.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38537.949219 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -38537.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38550.878906 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -38550.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38560.480469 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -38560.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38563.265625 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -38563.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38563.265625 Penalty: 3123.366211
	Iteration 16F: 3 clusters Score -38563.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -530881.562500 Penalty: 2145.930908
	Iteration 0F: 2 clusters Score -530881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -525850.500000 Penalty: 4291.861816
	Iteration 0F: 3 clusters Score -525850.5 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -527122.312500 Penalty: 4291.861816
	Iteration 1F: 3 clusters Score -527122.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -527349.125000 Penalty: 4291.861816
	Iteration 2F: 3 clusters Score -527349.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -527477.875000 Penalty: 4291.861816
	Iteration 3Q: 3 clusters Score -527477.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -527554.812500 Penalty: 4291.861816
	Iteration 4Q: 3 clusters Score -527554.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -527612.187500 Penalty: 4291.861816
	Iteration 5Q: 3 clusters Score -527612.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -527644.437500 Penalty: 4291.861816
	Iteration 6Q: 3 clusters Score -527644.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -527676.187500 Penalty: 4291.861816
	Iteration 7Q: 3 clusters Score -527676.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -527703.250000 Penalty: 4291.861816
	Iteration 8Q: 3 clusters Score -527703.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -527716.625000 Penalty: 4291.861816
	Iteration 9Q: 3 clusters Score -527716.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -527726.500000 Penalty: 4291.861816
	Iteration 10Q: 3 clusters Score -527726.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -527745.312500 Penalty: 4291.861816
	Iteration 11Q: 3 clusters Score -527745.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -527759.562500 Penalty: 4291.861816
	Iteration 12Q: 3 clusters Score -527759.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -527766.812500 Penalty: 4291.861816
	Iteration 13Q: 3 clusters Score -527766.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -527773.500000 Penalty: 4291.861816
	Iteration 14Q: 3 clusters Score -527773.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -527782.187500 Penalty: 4291.861816
	Iteration 15Q: 3 clusters Score -527782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -527788.562500 Penalty: 4291.861816
	Iteration 16Q: 3 clusters Score -527788.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -527793.687500 Penalty: 4291.861816
	Iteration 17Q: 3 clusters Score -527793.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -527800.125000 Penalty: 4291.861816
	Iteration 18Q: 3 clusters Score -527800.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -527804.062500 Penalty: 4291.861816
	Iteration 19Q: 3 clusters Score -527804.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -527809.937500 Penalty: 4291.861816
	Iteration 20F: 3 clusters Score -527809.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -527817.437500 Penalty: 4291.861816
	Iteration 21Q: 3 clusters Score -527817.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -527825.312500 Penalty: 4291.861816
	Iteration 22Q: 3 clusters Score -527825.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -527834.875000 Penalty: 4291.861816
	Iteration 23Q: 3 clusters Score -527834.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -527849.062500 Penalty: 4291.861816
	Iteration 24Q: 3 clusters Score -527849.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -527865.812500 Penalty: 4291.861816
	Iteration 25Q: 3 clusters Score -527865.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -527884.125000 Penalty: 4291.861816
	Iteration 26Q: 3 clusters Score -527884.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -527900.937500 Penalty: 4291.861816
	Iteration 27Q: 3 clusters Score -527900.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -527920.750000 Penalty: 4291.861816
	Iteration 28Q: 3 clusters Score -527920.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -527939.750000 Penalty: 4291.861816
	Iteration 29Q: 3 clusters Score -527939.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -527955.312500 Penalty: 4291.861816
	Iteration 30Q: 3 clusters Score -527955.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -527973.687500 Penalty: 4291.861816
	Iteration 31Q: 3 clusters Score -527973.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -527991.625000 Penalty: 4291.861816
	Iteration 32Q: 3 clusters Score -527991.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -528015.937500 Penalty: 4291.861816
	Iteration 33Q: 3 clusters Score -528015.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -528041.687500 Penalty: 4291.861816
	Iteration 34Q: 3 clusters Score -528041.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -528064.625000 Penalty: 4291.861816
	Iteration 35Q: 3 clusters Score -528064.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -528085.687500 Penalty: 4291.861816
	Iteration 36Q: 3 clusters Score -528085.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -528114.000000 Penalty: 4291.861816
	Iteration 37Q: 3 clusters Score -528114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -528154.125000 Penalty: 4291.861816
	Iteration 38Q: 3 clusters Score -528154.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -528196.312500 Penalty: 4291.861816
	Iteration 39Q: 3 clusters Score -528196.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -528243.312500 Penalty: 4291.861816
	Iteration 40F: 3 clusters Score -528243.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -528287.312500 Penalty: 4291.861816
	Iteration 41Q: 3 clusters Score -528287.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -528326.062500 Penalty: 4291.861816
	Iteration 42Q: 3 clusters Score -528326.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -528379.125000 Penalty: 4291.861816
	Iteration 43Q: 3 clusters Score -528379.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -528432.375000 Penalty: 4291.861816
	Iteration 44Q: 3 clusters Score -528432.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -528492.062500 Penalty: 4291.861816
	Iteration 45Q: 3 clusters Score -528492.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -528550.312500 Penalty: 4291.861816
	Iteration 46Q: 3 clusters Score -528550.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -528601.625000 Penalty: 4291.861816
	Iteration 47Q: 3 clusters Score -528601.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -528654.500000 Penalty: 4291.861816
	Iteration 48Q: 3 clusters Score -528654.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -528703.125000 Penalty: 4291.861816
	Iteration 49Q: 3 clusters Score -528703.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -528748.437500 Penalty: 4291.861816
	Iteration 50Q: 3 clusters Score -528748.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -528792.250000 Penalty: 4291.861816
	Iteration 51Q: 3 clusters Score -528792.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -528825.562500 Penalty: 4291.861816
	Iteration 52Q: 3 clusters Score -528825.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -528859.687500 Penalty: 4291.861816
	Iteration 53Q: 3 clusters Score -528859.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -528884.187500 Penalty: 4291.861816
	Iteration 54Q: 3 clusters Score -528884.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -528909.437500 Penalty: 4291.861816
	Iteration 55Q: 3 clusters Score -528909.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -528930.187500 Penalty: 4291.861816
	Iteration 56Q: 3 clusters Score -528930.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -528951.937500 Penalty: 4291.861816
	Iteration 57Q: 3 clusters Score -528951.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -528976.000000 Penalty: 4291.861816
	Iteration 58Q: 3 clusters Score -528976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -529000.312500 Penalty: 4291.861816
	Iteration 59Q: 3 clusters Score -529000.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -529019.625000 Penalty: 4291.861816
	Iteration 60F: 3 clusters Score -529019.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -529037.750000 Penalty: 4291.861816
	Iteration 61Q: 3 clusters Score -529037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -529055.125000 Penalty: 4291.861816
	Iteration 62Q: 3 clusters Score -529055.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -529071.562500 Penalty: 4291.861816
	Iteration 63Q: 3 clusters Score -529071.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -529086.875000 Penalty: 4291.861816
	Iteration 64Q: 3 clusters Score -529086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -529093.625000 Penalty: 4291.861816
	Iteration 65Q: 3 clusters Score -529093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -529101.250000 Penalty: 4291.861816
	Iteration 66Q: 3 clusters Score -529101.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -529109.500000 Penalty: 4291.861816
	Iteration 67Q: 3 clusters Score -529109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -529114.625000 Penalty: 4291.861816
	Iteration 68Q: 3 clusters Score -529114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -529117.437500 Penalty: 4291.861816
	Iteration 69Q: 3 clusters Score -529117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -529122.187500 Penalty: 4291.861816
	Iteration 70Q: 3 clusters Score -529122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -529129.250000 Penalty: 4291.861816
	Iteration 71Q: 3 clusters Score -529129.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -529139.937500 Penalty: 4291.861816
	Iteration 72Q: 3 clusters Score -529139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -529145.437500 Penalty: 4291.861816
	Iteration 73Q: 3 clusters Score -529145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -529150.937500 Penalty: 4291.861816
	Iteration 74Q: 3 clusters Score -529150.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -529155.437500 Penalty: 4291.861816
	Iteration 75Q: 3 clusters Score -529155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -529159.687500 Penalty: 4291.861816
	Iteration 76Q: 3 clusters Score -529159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -529162.687500 Penalty: 4291.861816
	Iteration 77Q: 3 clusters Score -529162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -529164.437500 Penalty: 4291.861816
	Iteration 78Q: 3 clusters Score -529164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -529166.687500 Penalty: 4291.861816
	Iteration 79Q: 3 clusters Score -529166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -529168.312500 Penalty: 4291.861816
	Iteration 80F: 3 clusters Score -529168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -529170.437500 Penalty: 4291.861816
	Iteration 81Q: 3 clusters Score -529170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -529171.812500 Penalty: 4291.861816
	Iteration 82Q: 3 clusters Score -529171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -529172.687500 Penalty: 4291.861816
	Iteration 83Q: 3 clusters Score -529172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -529176.875000 Penalty: 4291.861816
	Iteration 84Q: 3 clusters Score -529176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -529177.937500 Penalty: 4291.861816
	Iteration 85Q: 3 clusters Score -529177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -529179.937500 Penalty: 4291.861816
	Iteration 86Q: 3 clusters Score -529179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -529183.937500 Penalty: 4291.861816
	Iteration 87Q: 3 clusters Score -529183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -529185.375000 Penalty: 4291.861816
	Iteration 88Q: 3 clusters Score -529185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -529189.250000 Penalty: 4291.861816
	Iteration 89Q: 3 clusters Score -529189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -529190.250000 Penalty: 4291.861816
	Iteration 90Q: 3 clusters Score -529190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -529191.625000 Penalty: 4291.861816
	Iteration 91Q: 3 clusters Score -529191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -529192.312500 Penalty: 4291.861816
	Iteration 92Q: 3 clusters Score -529192.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -529192.312500 Penalty: 4291.861816
	Iteration 93F: 3 clusters Score -529192.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -30951.146484 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -30951.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29544.544922 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -29544.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29790.763672 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -29790.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29871.402344 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -29871.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29897.525391 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -29897.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29906.281250 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -29906.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29914.140625 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -29914.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29943.083984 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -29943.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29962.240234 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -29962.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29996.804688 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -29996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30021.265625 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -30021.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30033.576172 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -30033.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30050.988281 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -30050.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30055.025391 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -30055.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30071.816406 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -30071.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30094.267578 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -30094.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30123.001953 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -30123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30138.048828 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -30138.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30139.013672 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -30139.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30139.013672 Penalty: 3022.410645
	Iteration 18F: 3 clusters Score -30139.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Entering Unmasked Estep 
Score: -902753.375000 Penalty: 2299.549316
	Iteration 0F: 2 clusters Score -902753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -894641.125000 Penalty: 4599.098633
	Iteration 0F: 3 clusters Score -894641.1 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -897144.812500 Penalty: 4599.098633
	Iteration 1F: 3 clusters Score -897144.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -897468.187500 Penalty: 4599.098633
	Iteration 2F: 3 clusters Score -897468.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -897762.562500 Penalty: 4599.098633
	Iteration 3F: 3 clusters Score -897762.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -898028.125000 Penalty: 4599.098633
	Iteration 4Q: 3 clusters Score -898028.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -898269.625000 Penalty: 4599.098633
	Iteration 5Q: 3 clusters Score -898269.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -898540.125000 Penalty: 4599.098633
	Iteration 6Q: 3 clusters Score -898540.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -898824.375000 Penalty: 4599.098633
	Iteration 7Q: 3 clusters Score -898824.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -899087.125000 Penalty: 4599.098633
	Iteration 8Q: 3 clusters Score -899087.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -899309.375000 Penalty: 4599.098633
	Iteration 9Q: 3 clusters Score -899309.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -899527.937500 Penalty: 4599.098633
	Iteration 10Q: 3 clusters Score -899527.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -899692.562500 Penalty: 4599.098633
	Iteration 11Q: 3 clusters Score -899692.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -899819.500000 Penalty: 4599.098633
	Iteration 12Q: 3 clusters Score -899819.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -899941.187500 Penalty: 4599.098633
	Iteration 13Q: 3 clusters Score -899941.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -900052.500000 Penalty: 4599.098633
	Iteration 14Q: 3 clusters Score -900052.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -900146.937500 Penalty: 4599.098633
	Iteration 15Q: 3 clusters Score -900146.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -900239.937500 Penalty: 4599.098633
	Iteration 16Q: 3 clusters Score -900239.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -900329.875000 Penalty: 4599.098633
	Iteration 17Q: 3 clusters Score -900329.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -900411.312500 Penalty: 4599.098633
	Iteration 18Q: 3 clusters Score -900411.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -900486.125000 Penalty: 4599.098633
	Iteration 19Q: 3 clusters Score -900486.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -900534.062500 Penalty: 4599.098633
	Iteration 20F: 3 clusters Score -900534.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -900597.562500 Penalty: 4599.098633
	Iteration 21Q: 3 clusters Score -900597.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -900659.687500 Penalty: 4599.098633
	Iteration 22Q: 3 clusters Score -900659.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -900715.125000 Penalty: 4599.098633
	Iteration 23Q: 3 clusters Score -900715.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -900754.812500 Penalty: 4599.098633
	Iteration 24Q: 3 clusters Score -900754.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -900781.312500 Penalty: 4599.098633
	Iteration 25Q: 3 clusters Score -900781.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -900795.000000 Penalty: 4599.098633
	Iteration 26Q: 3 clusters Score -900795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -900802.937500 Penalty: 4599.098633
	Iteration 27Q: 3 clusters Score -900802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -900807.250000 Penalty: 4599.098633
	Iteration 28Q: 3 clusters Score -900807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -900809.500000 Penalty: 4599.098633
	Iteration 29Q: 3 clusters Score -900809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -900813.625000 Penalty: 4599.098633
	Iteration 30Q: 3 clusters Score -900813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -900818.937500 Penalty: 4599.098633
	Iteration 31Q: 3 clusters Score -900818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -900824.000000 Penalty: 4599.098633
	Iteration 32Q: 3 clusters Score -900824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -900829.000000 Penalty: 4599.098633
	Iteration 33Q: 3 clusters Score -900829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -900829.875000 Penalty: 4599.098633
	Iteration 34Q: 3 clusters Score -900829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -900832.437500 Penalty: 4599.098633
	Iteration 35Q: 3 clusters Score -900832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -900833.437500 Penalty: 4599.098633
	Iteration 36Q: 3 clusters Score -900833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -900834.750000 Penalty: 4599.098633
	Iteration 37Q: 3 clusters Score -900834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -900834.750000 Penalty: 4599.098633
	Iteration 38F: 3 clusters Score -900834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (187018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187018 members 
Entering Unmasked Estep 
Score: -17078636.000000 Penalty: 3010.462158
	Iteration 0F: 2 clusters Score -1.707864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -16953692.000000 Penalty: 6020.924316
	Iteration 0F: 3 clusters Score -1.695369e+07 nChanged 89631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 96179 members 
Entering Unmasked Estep 
Score: -17005372.000000 Penalty: 6020.924316
	Iteration 1F: 3 clusters Score -1.700537e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -17006552.000000 Penalty: 6020.924316
	Iteration 2Q: 3 clusters Score -1.700655e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -17007930.000000 Penalty: 6020.924316
	Iteration 3Q: 3 clusters Score -1.700793e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -17010162.000000 Penalty: 6020.924316
	Iteration 4Q: 3 clusters Score -1.701016e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -17013630.000000 Penalty: 6020.924316
	Iteration 5Q: 3 clusters Score -1.701363e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 119853 members 
Entering Unmasked Estep 
Score: -17019378.000000 Penalty: 6020.924316
	Iteration 6F: 3 clusters Score -1.701938e+07 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -17029244.000000 Penalty: 6020.924316
	Iteration 7F: 3 clusters Score -1.702924e+07 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -17042448.000000 Penalty: 6020.924316
	Iteration 8F: 3 clusters Score -1.704245e+07 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -17055410.000000 Penalty: 6020.924316
	Iteration 9F: 3 clusters Score -1.705541e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -17064992.000000 Penalty: 6020.924316
	Iteration 10F: 3 clusters Score -1.706499e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 176576 members 
Entering Unmasked Estep 
Score: -17070568.000000 Penalty: 6020.924316
	Iteration 11Q: 3 clusters Score -1.707057e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 179236 members 
Entering Unmasked Estep 
Score: -17073510.000000 Penalty: 6020.924316
	Iteration 12Q: 3 clusters Score -1.707351e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 180622 members 
Entering Unmasked Estep 
Score: -17075144.000000 Penalty: 6020.924316
	Iteration 13Q: 3 clusters Score -1.707514e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 181401 members 
Entering Unmasked Estep 
Score: -17075986.000000 Penalty: 6020.924316
	Iteration 14Q: 3 clusters Score -1.707599e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 181953 members 
Entering Unmasked Estep 
Score: -17076468.000000 Penalty: 6020.924316
	Iteration 15Q: 3 clusters Score -1.707647e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 182309 members 
Entering Unmasked Estep 
Score: -17076746.000000 Penalty: 6020.924316
	Iteration 16Q: 3 clusters Score -1.707675e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 182585 members 
Entering Unmasked Estep 
Score: -17076892.000000 Penalty: 6020.924316
	Iteration 17Q: 3 clusters Score -1.707689e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 182804 members 
Entering Unmasked Estep 
Score: -17076982.000000 Penalty: 6020.924316
	Iteration 18Q: 3 clusters Score -1.707698e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 182990 members 
Entering Unmasked Estep 
Score: -17077058.000000 Penalty: 6020.924316
	Iteration 19Q: 3 clusters Score -1.707706e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 183126 members 
Entering Unmasked Estep 
Score: -17077136.000000 Penalty: 6020.924316
	Iteration 20F: 3 clusters Score -1.707714e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 183216 members 
Entering Unmasked Estep 
Score: -17077182.000000 Penalty: 6020.924316
	Iteration 21Q: 3 clusters Score -1.707718e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 183296 members 
Entering Unmasked Estep 
Score: -17077190.000000 Penalty: 6020.924316
	Iteration 22Q: 3 clusters Score -1.707719e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 183365 members 
Entering Unmasked Estep 
Score: -17077186.000000 Penalty: 6020.924316
	Iteration 23Q: 3 clusters Score -1.707719e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 183416 members 
Entering Unmasked Estep 
Score: -17077232.000000 Penalty: 6020.924316
	Iteration 24Q: 3 clusters Score -1.707723e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 183464 members 
Entering Unmasked Estep 
Score: -17077224.000000 Penalty: 6020.924316
	Iteration 25Q: 3 clusters Score -1.707722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 183505 members 
Entering Unmasked Estep 
Score: -17077224.000000 Penalty: 6020.924316
	Iteration 26Q: 3 clusters Score -1.707722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 183537 members 
Entering Unmasked Estep 
Score: -17077220.000000 Penalty: 6020.924316
	Iteration 27Q: 3 clusters Score -1.707722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 183568 members 
Entering Unmasked Estep 
Score: -17077226.000000 Penalty: 6020.924316
	Iteration 28Q: 3 clusters Score -1.707723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 183590 members 
Entering Unmasked Estep 
Score: -17077220.000000 Penalty: 6020.924316
	Iteration 29Q: 3 clusters Score -1.707722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 183606 members 
Entering Unmasked Estep 
Score: -17077230.000000 Penalty: 6020.924316
	Iteration 30Q: 3 clusters Score -1.707723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 183620 members 
Entering Unmasked Estep 
Score: -17077242.000000 Penalty: 6020.924316
	Iteration 31Q: 3 clusters Score -1.707724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 183628 members 
Entering Unmasked Estep 
Score: -17077232.000000 Penalty: 6020.924316
	Iteration 32Q: 3 clusters Score -1.707723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 183641 members 
Entering Unmasked Estep 
Score: -17077232.000000 Penalty: 6020.924316
	Iteration 33Q: 3 clusters Score -1.707723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 183650 members 
Entering Unmasked Estep 
Score: -17077238.000000 Penalty: 6020.924316
	Iteration 34Q: 3 clusters Score -1.707724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 183658 members 
Entering Unmasked Estep 
Score: -17077240.000000 Penalty: 6020.924316
	Iteration 35Q: 3 clusters Score -1.707724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 183663 members 
Entering Unmasked Estep 
Score: -17077246.000000 Penalty: 6020.924316
	Iteration 36Q: 3 clusters Score -1.707725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -17077244.000000 Penalty: 6020.924316
	Iteration 37Q: 3 clusters Score -1.707724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -17077244.000000 Penalty: 6020.924316
	Iteration 38F: 3 clusters Score -1.707724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -134098.187500 Penalty: 1833.070923
	Iteration 0F: 2 clusters Score -134098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -131736.203125 Penalty: 3666.141846
	Iteration 0F: 3 clusters Score -131736.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132127.359375 Penalty: 3666.141846
	Iteration 1F: 3 clusters Score -132127.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132261.781250 Penalty: 3666.141846
	Iteration 2F: 3 clusters Score -132261.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -132360.031250 Penalty: 3666.141846
	Iteration 3Q: 3 clusters Score -132360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132452.984375 Penalty: 3666.141846
	Iteration 4Q: 3 clusters Score -132453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132622.484375 Penalty: 3666.141846
	Iteration 5Q: 3 clusters Score -132622.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132817.500000 Penalty: 3666.141846
	Iteration 6Q: 3 clusters Score -132817.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132930.984375 Penalty: 3666.141846
	Iteration 7Q: 3 clusters Score -132931 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133003.781250 Penalty: 3666.141846
	Iteration 8Q: 3 clusters Score -133003.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133070.703125 Penalty: 3666.141846
	Iteration 9Q: 3 clusters Score -133070.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133142.015625 Penalty: 3666.141846
	Iteration 10Q: 3 clusters Score -133142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133247.265625 Penalty: 3666.141846
	Iteration 11Q: 3 clusters Score -133247.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133347.640625 Penalty: 3666.141846
	Iteration 12Q: 3 clusters Score -133347.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133459.562500 Penalty: 3666.141846
	Iteration 13Q: 3 clusters Score -133459.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133568.437500 Penalty: 3666.141846
	Iteration 14Q: 3 clusters Score -133568.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133661.328125 Penalty: 3666.141846
	Iteration 15Q: 3 clusters Score -133661.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133842.640625 Penalty: 3666.141846
	Iteration 16Q: 3 clusters Score -133842.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134037.312500 Penalty: 3666.141846
	Iteration 17Q: 3 clusters Score -134037.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134205.015625 Penalty: 3666.141846
	Iteration 18Q: 3 clusters Score -134205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134263.875000 Penalty: 3666.141846
	Iteration 19Q: 3 clusters Score -134263.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134275.281250 Penalty: 3666.141846
	Iteration 20F: 3 clusters Score -134275.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134280.671875 Penalty: 3666.141846
	Iteration 21Q: 3 clusters Score -134280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134284.156250 Penalty: 3666.141846
	Iteration 22Q: 3 clusters Score -134284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134285.546875 Penalty: 3666.141846
	Iteration 23Q: 3 clusters Score -134285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134289.828125 Penalty: 3666.141846
	Iteration 24Q: 3 clusters Score -134289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134294.046875 Penalty: 3666.141846
	Iteration 25Q: 3 clusters Score -134294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134294.046875 Penalty: 3666.141846
	Iteration 26F: 3 clusters Score -134294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187018 members 
Mstep: Class 7 contains 1063 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 559 members 
Entering Unmasked Estep 
Score: -93621936.000000 Penalty: 89408.812500
Splitting cluster 7 changes total score from -93623496.000000 to -93621936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -647144.750000 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -647144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -641043.500000 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -641043.5 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -642695.687500 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -642695.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -642990.125000 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -642990.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -643201.000000 Penalty: 4423.052734
	Iteration 3F: 3 clusters Score -643201 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -643411.750000 Penalty: 4423.052734
	Iteration 4Q: 3 clusters Score -643411.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -643590.125000 Penalty: 4423.052734
	Iteration 5Q: 3 clusters Score -643590.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -643766.687500 Penalty: 4423.052734
	Iteration 6Q: 3 clusters Score -643766.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -643999.062500 Penalty: 4423.052734
	Iteration 7Q: 3 clusters Score -643999.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -644328.812500 Penalty: 4423.052734
	Iteration 8Q: 3 clusters Score -644328.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -644766.062500 Penalty: 4423.052734
	Iteration 9F: 3 clusters Score -644766.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -645215.875000 Penalty: 4423.052734
	Iteration 10F: 3 clusters Score -645215.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -645623.812500 Penalty: 4423.052734
	Iteration 11F: 3 clusters Score -645623.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -645926.562500 Penalty: 4423.052734
	Iteration 12F: 3 clusters Score -645926.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -646141.500000 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -646141.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -646358.125000 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -646358.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -646556.875000 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -646556.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -646689.625000 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -646689.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -646773.437500 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -646773.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -646812.562500 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -646812.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -646829.187500 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -646829.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -646837.500000 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -646837.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -646839.750000 Penalty: 4423.052734
	Iteration 21Q: 3 clusters Score -646839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -646845.187500 Penalty: 4423.052734
	Iteration 22Q: 3 clusters Score -646845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -646843.187500 Penalty: 4423.052734
	Iteration 23Q: 3 clusters Score -646843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -646844.375000 Penalty: 4423.052734
	Iteration 24Q: 3 clusters Score -646844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -646844.375000 Penalty: 4423.052734
	Iteration 25F: 3 clusters Score -646844.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Entering Unmasked Estep 
Score: -1247698.875000 Penalty: 2378.186523
	Iteration 0F: 2 clusters Score -1247699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1237053.625000 Penalty: 4756.373047
	Iteration 0F: 3 clusters Score -1237054 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1240511.375000 Penalty: 4756.373047
	Iteration 1F: 3 clusters Score -1240511 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1240912.750000 Penalty: 4756.373047
	Iteration 2F: 3 clusters Score -1240913 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1241255.250000 Penalty: 4756.373047
	Iteration 3Q: 3 clusters Score -1241255 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1241597.750000 Penalty: 4756.373047
	Iteration 4Q: 3 clusters Score -1241598 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1242001.000000 Penalty: 4756.373047
	Iteration 5Q: 3 clusters Score -1242001 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1242495.125000 Penalty: 4756.373047
	Iteration 6Q: 3 clusters Score -1242495 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1243044.375000 Penalty: 4756.373047
	Iteration 7F: 3 clusters Score -1243044 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1243609.250000 Penalty: 4756.373047
	Iteration 8Q: 3 clusters Score -1243609 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1244122.875000 Penalty: 4756.373047
	Iteration 9Q: 3 clusters Score -1244123 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1244579.500000 Penalty: 4756.373047
	Iteration 10Q: 3 clusters Score -1244580 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1244901.250000 Penalty: 4756.373047
	Iteration 11Q: 3 clusters Score -1244901 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1245109.250000 Penalty: 4756.373047
	Iteration 12Q: 3 clusters Score -1245109 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1245253.750000 Penalty: 4756.373047
	Iteration 13Q: 3 clusters Score -1245254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1245349.875000 Penalty: 4756.373047
	Iteration 14Q: 3 clusters Score -1245350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1245415.250000 Penalty: 4756.373047
	Iteration 15Q: 3 clusters Score -1245415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1245462.375000 Penalty: 4756.373047
	Iteration 16Q: 3 clusters Score -1245462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1245490.875000 Penalty: 4756.373047
	Iteration 17Q: 3 clusters Score -1245491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1245524.250000 Penalty: 4756.373047
	Iteration 18Q: 3 clusters Score -1245524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1245556.375000 Penalty: 4756.373047
	Iteration 19Q: 3 clusters Score -1245556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1245583.250000 Penalty: 4756.373047
	Iteration 20F: 3 clusters Score -1245583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1245606.500000 Penalty: 4756.373047
	Iteration 21Q: 3 clusters Score -1245606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1245623.500000 Penalty: 4756.373047
	Iteration 22Q: 3 clusters Score -1245624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1245637.250000 Penalty: 4756.373047
	Iteration 23Q: 3 clusters Score -1245637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1245647.875000 Penalty: 4756.373047
	Iteration 24Q: 3 clusters Score -1245648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1245653.250000 Penalty: 4756.373047
	Iteration 25Q: 3 clusters Score -1245653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1245658.875000 Penalty: 4756.373047
	Iteration 26Q: 3 clusters Score -1245659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1245667.375000 Penalty: 4756.373047
	Iteration 27Q: 3 clusters Score -1245667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1245679.125000 Penalty: 4756.373047
	Iteration 28Q: 3 clusters Score -1245679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1245691.250000 Penalty: 4756.373047
	Iteration 29Q: 3 clusters Score -1245691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1245699.125000 Penalty: 4756.373047
	Iteration 30Q: 3 clusters Score -1245699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1245705.500000 Penalty: 4756.373047
	Iteration 31Q: 3 clusters Score -1245706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1245709.750000 Penalty: 4756.373047
	Iteration 32Q: 3 clusters Score -1245710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1245711.250000 Penalty: 4756.373047
	Iteration 33Q: 3 clusters Score -1245711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1245713.875000 Penalty: 4756.373047
	Iteration 34Q: 3 clusters Score -1245714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1245714.500000 Penalty: 4756.373047
	Iteration 35Q: 3 clusters Score -1245714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1245715.750000 Penalty: 4756.373047
	Iteration 36Q: 3 clusters Score -1245716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1245719.250000 Penalty: 4756.373047
	Iteration 37Q: 3 clusters Score -1245719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1245720.375000 Penalty: 4756.373047
	Iteration 38Q: 3 clusters Score -1245720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1245720.750000 Penalty: 4756.373047
	Iteration 39Q: 3 clusters Score -1245721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1245721.250000 Penalty: 4756.373047
	Iteration 40F: 3 clusters Score -1245721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1245723.250000 Penalty: 4756.373047
	Iteration 41Q: 3 clusters Score -1245723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1245723.750000 Penalty: 4756.373047
	Iteration 42Q: 3 clusters Score -1245724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1245723.750000 Penalty: 4756.373047
	Iteration 43F: 3 clusters Score -1245724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -90892.046875 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -90892.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -88942.328125 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -88942.33 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -89478.265625 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -89478.27 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -89791.710938 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -89791.71 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -90075.531250 Penalty: 3481.127197
	Iteration 3F: 3 clusters Score -90075.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -90242.359375 Penalty: 3481.127197
	Iteration 4F: 3 clusters Score -90242.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90355.117188 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -90355.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -90429.742188 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -90429.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -90476.585938 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -90476.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -90501.234375 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -90501.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -90521.062500 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -90521.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -90533.531250 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -90533.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -90543.132812 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -90543.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -90550.179688 Penalty: 3481.127197
	Iteration 12Q: 3 clusters Score -90550.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -90560.273438 Penalty: 3481.127197
	Iteration 13Q: 3 clusters Score -90560.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -90562.664062 Penalty: 3481.127197
	Iteration 14Q: 3 clusters Score -90562.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -90566.875000 Penalty: 3481.127197
	Iteration 15Q: 3 clusters Score -90566.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -90571.796875 Penalty: 3481.127197
	Iteration 16Q: 3 clusters Score -90571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -90571.796875 Penalty: 3481.127197
	Iteration 17F: 3 clusters Score -90571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Entering Unmasked Estep 
Score: -3752840.750000 Penalty: 2627.518555
	Iteration 0F: 2 clusters Score -3752841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3725659.000000 Penalty: 5255.037109
	Iteration 0F: 3 clusters Score -3725659 nChanged 18286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3735597.500000 Penalty: 5255.037109
	Iteration 1F: 3 clusters Score -3735598 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3736080.000000 Penalty: 5255.037109
	Iteration 2Q: 3 clusters Score -3736080 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3736570.000000 Penalty: 5255.037109
	Iteration 3Q: 3 clusters Score -3736570 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3737130.750000 Penalty: 5255.037109
	Iteration 4Q: 3 clusters Score -3737131 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3737888.000000 Penalty: 5255.037109
	Iteration 5Q: 3 clusters Score -3737888 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3738996.000000 Penalty: 5255.037109
	Iteration 6F: 3 clusters Score -3738996 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3740775.000000 Penalty: 5255.037109
	Iteration 7F: 3 clusters Score -3740775 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3743335.500000 Penalty: 5255.037109
	Iteration 8F: 3 clusters Score -3743336 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3746068.000000 Penalty: 5255.037109
	Iteration 9F: 3 clusters Score -3746068 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3748164.500000 Penalty: 5255.037109
	Iteration 10F: 3 clusters Score -3748164 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3749277.500000 Penalty: 5255.037109
	Iteration 11Q: 3 clusters Score -3749278 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3749888.000000 Penalty: 5255.037109
	Iteration 12Q: 3 clusters Score -3749888 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3750254.500000 Penalty: 5255.037109
	Iteration 13Q: 3 clusters Score -3750254 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3750547.000000 Penalty: 5255.037109
	Iteration 14Q: 3 clusters Score -3750547 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3750778.500000 Penalty: 5255.037109
	Iteration 15Q: 3 clusters Score -3750778 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3750972.500000 Penalty: 5255.037109
	Iteration 16Q: 3 clusters Score -3750972 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3751146.750000 Penalty: 5255.037109
	Iteration 17Q: 3 clusters Score -3751147 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3751245.750000 Penalty: 5255.037109
	Iteration 18Q: 3 clusters Score -3751246 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3751342.250000 Penalty: 5255.037109
	Iteration 19Q: 3 clusters Score -3751342 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3751417.000000 Penalty: 5255.037109
	Iteration 20F: 3 clusters Score -3751417 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3751477.000000 Penalty: 5255.037109
	Iteration 21Q: 3 clusters Score -3751477 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3751517.500000 Penalty: 5255.037109
	Iteration 22Q: 3 clusters Score -3751518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3751548.000000 Penalty: 5255.037109
	Iteration 23Q: 3 clusters Score -3751548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3751575.500000 Penalty: 5255.037109
	Iteration 24Q: 3 clusters Score -3751576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3751586.250000 Penalty: 5255.037109
	Iteration 25Q: 3 clusters Score -3751586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3751590.250000 Penalty: 5255.037109
	Iteration 26Q: 3 clusters Score -3751590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3751594.000000 Penalty: 5255.037109
	Iteration 27Q: 3 clusters Score -3751594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3751605.500000 Penalty: 5255.037109
	Iteration 28Q: 3 clusters Score -3751606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3751616.000000 Penalty: 5255.037109
	Iteration 29Q: 3 clusters Score -3751616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3751615.750000 Penalty: 5255.037109
	Iteration 30Q: 3 clusters Score -3751616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3751629.000000 Penalty: 5255.037109
	Iteration 31Q: 3 clusters Score -3751629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3751628.000000 Penalty: 5255.037109
	Iteration 32Q: 3 clusters Score -3751628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3751628.250000 Penalty: 5255.037109
	Iteration 33Q: 3 clusters Score -3751628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3751627.500000 Penalty: 5255.037109
	Iteration 34Q: 3 clusters Score -3751628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3751629.250000 Penalty: 5255.037109
	Iteration 35Q: 3 clusters Score -3751629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3751635.500000 Penalty: 5255.037109
	Iteration 36Q: 3 clusters Score -3751636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3751637.500000 Penalty: 5255.037109
	Iteration 37Q: 3 clusters Score -3751638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3751637.750000 Penalty: 5255.037109
	Iteration 38Q: 3 clusters Score -3751638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3751641.750000 Penalty: 5255.037109
	Iteration 39Q: 3 clusters Score -3751642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3751641.500000 Penalty: 5255.037109
	Iteration 40F: 3 clusters Score -3751642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3751643.250000 Penalty: 5255.037109
	Iteration 41Q: 3 clusters Score -3751643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3751641.000000 Penalty: 5255.037109
	Iteration 42Q: 3 clusters Score -3751641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3751643.000000 Penalty: 5255.037109
	Iteration 43Q: 3 clusters Score -3751643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3751643.000000 Penalty: 5255.037109
	Iteration 44Q: 3 clusters Score -3751643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3751639.250000 Penalty: 5255.037109
	Iteration 45Q: 3 clusters Score -3751639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3751639.250000 Penalty: 5255.037109
	Iteration 46Q: 3 clusters Score -3751639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3751638.500000 Penalty: 5255.037109
	Iteration 47Q: 3 clusters Score -3751638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3751639.000000 Penalty: 5255.037109
	Iteration 48Q: 3 clusters Score -3751639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3751646.750000 Penalty: 5255.037109
	Iteration 49Q: 3 clusters Score -3751647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3751653.000000 Penalty: 5255.037109
	Iteration 50Q: 3 clusters Score -3751653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3751657.000000 Penalty: 5255.037109
	Iteration 51Q: 3 clusters Score -3751657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3751656.500000 Penalty: 5255.037109
	Iteration 52Q: 3 clusters Score -3751656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3751656.250000 Penalty: 5255.037109
	Iteration 53Q: 3 clusters Score -3751656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3751656.250000 Penalty: 5255.037109
	Iteration 54F: 3 clusters Score -3751656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (436697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436697 members 
Entering Unmasked Estep 
Score: -40142228.000000 Penalty: 3220.774658
	Iteration 0F: 2 clusters Score -4.014223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218316 members 
Mstep: Class 2 contains 218381 members 
Entering Unmasked Estep 
Score: -39847708.000000 Penalty: 6441.549316
	Iteration 0F: 3 clusters Score -3.984771e+07 nChanged 213000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215596 members 
Mstep: Class 2 contains 221101 members 
Entering Unmasked Estep 
Score: -39973704.000000 Penalty: 6441.549316
	Iteration 1F: 3 clusters Score -3.99737e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214269 members 
Mstep: Class 2 contains 222428 members 
Entering Unmasked Estep 
Score: -39975000.000000 Penalty: 6441.549316
	Iteration 2Q: 3 clusters Score -3.9975e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212006 members 
Mstep: Class 2 contains 224691 members 
Entering Unmasked Estep 
Score: -39976408.000000 Penalty: 6441.549316
	Iteration 3Q: 3 clusters Score -3.997641e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208327 members 
Mstep: Class 2 contains 228370 members 
Entering Unmasked Estep 
Score: -39978532.000000 Penalty: 6441.549316
	Iteration 4Q: 3 clusters Score -3.997853e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202677 members 
Mstep: Class 2 contains 234020 members 
Entering Unmasked Estep 
Score: -39981224.000000 Penalty: 6441.549316
	Iteration 5Q: 3 clusters Score -3.998122e+07 nChanged 14537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194114 members 
Mstep: Class 2 contains 242583 members 
Entering Unmasked Estep 
Score: -39985548.000000 Penalty: 6441.549316
	Iteration 6Q: 3 clusters Score -3.998555e+07 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181293 members 
Mstep: Class 2 contains 255404 members 
Entering Unmasked Estep 
Score: -39993032.000000 Penalty: 6441.549316
	Iteration 7Q: 3 clusters Score -3.999303e+07 nChanged 22900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162799 members 
Mstep: Class 2 contains 273898 members 
Entering Unmasked Estep 
Score: -40004776.000000 Penalty: 6441.549316
	Iteration 8F: 3 clusters Score -4.000478e+07 nChanged 28026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137935 members 
Mstep: Class 2 contains 298762 members 
Entering Unmasked Estep 
Score: -40023036.000000 Penalty: 6441.549316
	Iteration 9F: 3 clusters Score -4.002304e+07 nChanged 31788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 328528 members 
Entering Unmasked Estep 
Score: -40047908.000000 Penalty: 6441.549316
	Iteration 10F: 3 clusters Score -4.004791e+07 nChanged 31600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 358986 members 
Entering Unmasked Estep 
Score: -40075072.000000 Penalty: 6441.549316
	Iteration 11F: 3 clusters Score -4.007507e+07 nChanged 26265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 384717 members 
Entering Unmasked Estep 
Score: -40097656.000000 Penalty: 6441.549316
	Iteration 12F: 3 clusters Score -4.009766e+07 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 403331 members 
Entering Unmasked Estep 
Score: -40113908.000000 Penalty: 6441.549316
	Iteration 13Q: 3 clusters Score -4.011391e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 415914 members 
Entering Unmasked Estep 
Score: -40124184.000000 Penalty: 6441.549316
	Iteration 14Q: 3 clusters Score -4.012418e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 424016 members 
Entering Unmasked Estep 
Score: -40130260.000000 Penalty: 6441.549316
	Iteration 15Q: 3 clusters Score -4.013026e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 429281 members 
Entering Unmasked Estep 
Score: -40134248.000000 Penalty: 6441.549316
	Iteration 16Q: 3 clusters Score -4.013425e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 432533 members 
Entering Unmasked Estep 
Score: -40136520.000000 Penalty: 6441.549316
	Iteration 17Q: 3 clusters Score -4.013652e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 434339 members 
Entering Unmasked Estep 
Score: -40137888.000000 Penalty: 6441.549316
	Iteration 18Q: 3 clusters Score -4.013789e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 435293 members 
Entering Unmasked Estep 
Score: -40138580.000000 Penalty: 6441.549316
	Iteration 19Q: 3 clusters Score -4.013858e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 435765 members 
Entering Unmasked Estep 
Score: -40138924.000000 Penalty: 6441.549316
	Iteration 20F: 3 clusters Score -4.013892e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 435981 members 
Entering Unmasked Estep 
Score: -40139116.000000 Penalty: 6441.549316
	Iteration 21Q: 3 clusters Score -4.013912e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 436099 members 
Entering Unmasked Estep 
Score: -40139204.000000 Penalty: 6441.549316
	Iteration 22Q: 3 clusters Score -4.01392e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 436169 members 
Entering Unmasked Estep 
Score: -40139288.000000 Penalty: 6441.549316
	Iteration 23Q: 3 clusters Score -4.013929e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 436208 members 
Entering Unmasked Estep 
Score: -40139356.000000 Penalty: 6441.549316
	Iteration 24Q: 3 clusters Score -4.013936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 436236 members 
Entering Unmasked Estep 
Score: -40139348.000000 Penalty: 6441.549316
	Iteration 25Q: 3 clusters Score -4.013935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436254 members 
Entering Unmasked Estep 
Score: -40139360.000000 Penalty: 6441.549316
	Iteration 26Q: 3 clusters Score -4.013936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 436267 members 
Entering Unmasked Estep 
Score: -40139372.000000 Penalty: 6441.549316
	Iteration 27Q: 3 clusters Score -4.013937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 436275 members 
Entering Unmasked Estep 
Score: -40139404.000000 Penalty: 6441.549316
	Iteration 28Q: 3 clusters Score -4.01394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 436282 members 
Entering Unmasked Estep 
Score: -40139396.000000 Penalty: 6441.549316
	Iteration 29Q: 3 clusters Score -4.01394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436285 members 
Entering Unmasked Estep 
Score: -40139396.000000 Penalty: 6441.549316
	Iteration 30Q: 3 clusters Score -4.01394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 436290 members 
Entering Unmasked Estep 
Score: -40139384.000000 Penalty: 6441.549316
	Iteration 31Q: 3 clusters Score -4.013938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 436296 members 
Entering Unmasked Estep 
Score: -40139416.000000 Penalty: 6441.549316
	Iteration 32Q: 3 clusters Score -4.013942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 436300 members 
Entering Unmasked Estep 
Score: -40139420.000000 Penalty: 6441.549316
	Iteration 33Q: 3 clusters Score -4.013942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 436299 members 
Entering Unmasked Estep 
Score: -40139436.000000 Penalty: 6441.549316
	Iteration 34Q: 3 clusters Score -4.013944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 436301 members 
Entering Unmasked Estep 
Score: -40139432.000000 Penalty: 6441.549316
	Iteration 35Q: 3 clusters Score -4.013943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 436301 members 
Entering Unmasked Estep 
Score: -40139436.000000 Penalty: 6441.549316
	Iteration 36Q: 3 clusters Score -4.013944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 436301 members 
Entering Unmasked Estep 
Score: -40139436.000000 Penalty: 6441.549316
	Iteration 37F: 3 clusters Score -4.013944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -429969.843750 Penalty: 2107.708496
	Iteration 0F: 2 clusters Score -429969.8 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 2435 members 
Entering Unmasked Estep 
Score: -425469.875000 Penalty: 4215.416992
	Iteration 0F: 3 clusters Score -425469.9 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -426497.656250 Penalty: 4215.416992
	Iteration 1F: 3 clusters Score -426497.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -426746.968750 Penalty: 4215.416992
	Iteration 2F: 3 clusters Score -426747 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -426898.656250 Penalty: 4215.416992
	Iteration 3F: 3 clusters Score -426898.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -426997.500000 Penalty: 4215.416992
	Iteration 4Q: 3 clusters Score -426997.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -427082.281250 Penalty: 4215.416992
	Iteration 5Q: 3 clusters Score -427082.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -427148.750000 Penalty: 4215.416992
	Iteration 6Q: 3 clusters Score -427148.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -427192.781250 Penalty: 4215.416992
	Iteration 7Q: 3 clusters Score -427192.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -427225.375000 Penalty: 4215.416992
	Iteration 8Q: 3 clusters Score -427225.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -427256.437500 Penalty: 4215.416992
	Iteration 9Q: 3 clusters Score -427256.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -427281.718750 Penalty: 4215.416992
	Iteration 10Q: 3 clusters Score -427281.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -427311.156250 Penalty: 4215.416992
	Iteration 11Q: 3 clusters Score -427311.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -427341.281250 Penalty: 4215.416992
	Iteration 12Q: 3 clusters Score -427341.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -427364.062500 Penalty: 4215.416992
	Iteration 13Q: 3 clusters Score -427364.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -427391.375000 Penalty: 4215.416992
	Iteration 14Q: 3 clusters Score -427391.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427419.656250 Penalty: 4215.416992
	Iteration 15Q: 3 clusters Score -427419.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -427439.875000 Penalty: 4215.416992
	Iteration 16Q: 3 clusters Score -427439.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -427464.593750 Penalty: 4215.416992
	Iteration 17Q: 3 clusters Score -427464.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -427499.156250 Penalty: 4215.416992
	Iteration 18Q: 3 clusters Score -427499.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -427532.031250 Penalty: 4215.416992
	Iteration 19Q: 3 clusters Score -427532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -427561.406250 Penalty: 4215.416992
	Iteration 20F: 3 clusters Score -427561.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -427592.875000 Penalty: 4215.416992
	Iteration 21Q: 3 clusters Score -427592.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -427621.656250 Penalty: 4215.416992
	Iteration 22Q: 3 clusters Score -427621.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -427642.093750 Penalty: 4215.416992
	Iteration 23Q: 3 clusters Score -427642.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -427658.312500 Penalty: 4215.416992
	Iteration 24Q: 3 clusters Score -427658.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -427669.218750 Penalty: 4215.416992
	Iteration 25Q: 3 clusters Score -427669.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -427680.500000 Penalty: 4215.416992
	Iteration 26Q: 3 clusters Score -427680.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -427693.812500 Penalty: 4215.416992
	Iteration 27Q: 3 clusters Score -427693.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -427718.656250 Penalty: 4215.416992
	Iteration 28Q: 3 clusters Score -427718.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -427746.531250 Penalty: 4215.416992
	Iteration 29Q: 3 clusters Score -427746.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -427773.343750 Penalty: 4215.416992
	Iteration 30Q: 3 clusters Score -427773.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -427797.156250 Penalty: 4215.416992
	Iteration 31Q: 3 clusters Score -427797.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -427822.437500 Penalty: 4215.416992
	Iteration 32Q: 3 clusters Score -427822.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -427841.781250 Penalty: 4215.416992
	Iteration 33Q: 3 clusters Score -427841.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -427853.031250 Penalty: 4215.416992
	Iteration 34Q: 3 clusters Score -427853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -427859.968750 Penalty: 4215.416992
	Iteration 35Q: 3 clusters Score -427860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -427865.468750 Penalty: 4215.416992
	Iteration 36Q: 3 clusters Score -427865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -427869.281250 Penalty: 4215.416992
	Iteration 37Q: 3 clusters Score -427869.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -427873.437500 Penalty: 4215.416992
	Iteration 38Q: 3 clusters Score -427873.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -427879.656250 Penalty: 4215.416992
	Iteration 39Q: 3 clusters Score -427879.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -427883.812500 Penalty: 4215.416992
	Iteration 40F: 3 clusters Score -427883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -427889.718750 Penalty: 4215.416992
	Iteration 41Q: 3 clusters Score -427889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -427893.812500 Penalty: 4215.416992
	Iteration 42Q: 3 clusters Score -427893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -427899.093750 Penalty: 4215.416992
	Iteration 43Q: 3 clusters Score -427899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -427904.906250 Penalty: 4215.416992
	Iteration 44Q: 3 clusters Score -427904.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -427910.593750 Penalty: 4215.416992
	Iteration 45Q: 3 clusters Score -427910.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -427915.593750 Penalty: 4215.416992
	Iteration 46Q: 3 clusters Score -427915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -427920.843750 Penalty: 4215.416992
	Iteration 47Q: 3 clusters Score -427920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -427927.406250 Penalty: 4215.416992
	Iteration 48Q: 3 clusters Score -427927.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -427934.593750 Penalty: 4215.416992
	Iteration 49Q: 3 clusters Score -427934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -427938.750000 Penalty: 4215.416992
	Iteration 50Q: 3 clusters Score -427938.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -427945.125000 Penalty: 4215.416992
	Iteration 51Q: 3 clusters Score -427945.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -427953.375000 Penalty: 4215.416992
	Iteration 52Q: 3 clusters Score -427953.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -427957.906250 Penalty: 4215.416992
	Iteration 53Q: 3 clusters Score -427957.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -427962.781250 Penalty: 4215.416992
	Iteration 54Q: 3 clusters Score -427962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -427967.593750 Penalty: 4215.416992
	Iteration 55Q: 3 clusters Score -427967.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -427972.343750 Penalty: 4215.416992
	Iteration 56Q: 3 clusters Score -427972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -427972.250000 Penalty: 4215.416992
	Iteration 57Q: 3 clusters Score -427972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -427974.375000 Penalty: 4215.416992
	Iteration 58Q: 3 clusters Score -427974.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -427976.968750 Penalty: 4215.416992
	Iteration 59Q: 3 clusters Score -427977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -427980.406250 Penalty: 4215.416992
	Iteration 60F: 3 clusters Score -427980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -427984.218750 Penalty: 4215.416992
	Iteration 61Q: 3 clusters Score -427984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -427986.750000 Penalty: 4215.416992
	Iteration 62Q: 3 clusters Score -427986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -427988.593750 Penalty: 4215.416992
	Iteration 63Q: 3 clusters Score -427988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -427989.218750 Penalty: 4215.416992
	Iteration 64Q: 3 clusters Score -427989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -427991.312500 Penalty: 4215.416992
	Iteration 65Q: 3 clusters Score -427991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -427992.031250 Penalty: 4215.416992
	Iteration 66Q: 3 clusters Score -427992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -427994.843750 Penalty: 4215.416992
	Iteration 67Q: 3 clusters Score -427994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -427995.843750 Penalty: 4215.416992
	Iteration 68Q: 3 clusters Score -427995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -427997.531250 Penalty: 4215.416992
	Iteration 69Q: 3 clusters Score -427997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -427998.156250 Penalty: 4215.416992
	Iteration 70Q: 3 clusters Score -427998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -427998.062500 Penalty: 4215.416992
	Iteration 71Q: 3 clusters Score -427998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -427999.750000 Penalty: 4215.416992
	Iteration 72Q: 3 clusters Score -427999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -427999.406250 Penalty: 4215.416992
	Iteration 73Q: 3 clusters Score -427999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -427999.062500 Penalty: 4215.416992
	Iteration 74Q: 3 clusters Score -427999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -428000.062500 Penalty: 4215.416992
	Iteration 75Q: 3 clusters Score -428000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -428001.156250 Penalty: 4215.416992
	Iteration 76Q: 3 clusters Score -428001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -428001.312500 Penalty: 4215.416992
	Iteration 77Q: 3 clusters Score -428001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -428002.343750 Penalty: 4215.416992
	Iteration 78Q: 3 clusters Score -428002.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -428002.812500 Penalty: 4215.416992
	Iteration 79Q: 3 clusters Score -428002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -428002.812500 Penalty: 4215.416992
	Iteration 80F: 3 clusters Score -428002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Entering Unmasked Estep 
Score: -1188717.750000 Penalty: 2358.296387
	Iteration 0F: 2 clusters Score -1188718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1178886.250000 Penalty: 4716.592773
	Iteration 0F: 3 clusters Score -1178886 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1181855.875000 Penalty: 4716.592773
	Iteration 1F: 3 clusters Score -1181856 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1182173.750000 Penalty: 4716.592773
	Iteration 2F: 3 clusters Score -1182174 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1182422.875000 Penalty: 4716.592773
	Iteration 3Q: 3 clusters Score -1182423 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1182614.875000 Penalty: 4716.592773
	Iteration 4Q: 3 clusters Score -1182615 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1182779.500000 Penalty: 4716.592773
	Iteration 5Q: 3 clusters Score -1182780 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1182916.250000 Penalty: 4716.592773
	Iteration 6Q: 3 clusters Score -1182916 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1183041.875000 Penalty: 4716.592773
	Iteration 7Q: 3 clusters Score -1183042 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1183155.500000 Penalty: 4716.592773
	Iteration 8Q: 3 clusters Score -1183156 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1183274.125000 Penalty: 4716.592773
	Iteration 9Q: 3 clusters Score -1183274 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1183407.875000 Penalty: 4716.592773
	Iteration 10Q: 3 clusters Score -1183408 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1183565.875000 Penalty: 4716.592773
	Iteration 11Q: 3 clusters Score -1183566 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1183738.375000 Penalty: 4716.592773
	Iteration 12Q: 3 clusters Score -1183738 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1183927.375000 Penalty: 4716.592773
	Iteration 13Q: 3 clusters Score -1183927 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1184164.375000 Penalty: 4716.592773
	Iteration 14Q: 3 clusters Score -1184164 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1184452.875000 Penalty: 4716.592773
	Iteration 15Q: 3 clusters Score -1184453 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1184750.500000 Penalty: 4716.592773
	Iteration 16Q: 3 clusters Score -1184750 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1185070.250000 Penalty: 4716.592773
	Iteration 17Q: 3 clusters Score -1185070 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1185382.625000 Penalty: 4716.592773
	Iteration 18Q: 3 clusters Score -1185383 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1185660.250000 Penalty: 4716.592773
	Iteration 19Q: 3 clusters Score -1185660 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1185903.125000 Penalty: 4716.592773
	Iteration 20F: 3 clusters Score -1185903 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1186090.125000 Penalty: 4716.592773
	Iteration 21Q: 3 clusters Score -1186090 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1186232.250000 Penalty: 4716.592773
	Iteration 22Q: 3 clusters Score -1186232 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1186339.625000 Penalty: 4716.592773
	Iteration 23Q: 3 clusters Score -1186340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1186416.000000 Penalty: 4716.592773
	Iteration 24Q: 3 clusters Score -1186416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1186469.000000 Penalty: 4716.592773
	Iteration 25Q: 3 clusters Score -1186469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1186516.625000 Penalty: 4716.592773
	Iteration 26Q: 3 clusters Score -1186517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1186554.625000 Penalty: 4716.592773
	Iteration 27Q: 3 clusters Score -1186555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1186595.000000 Penalty: 4716.592773
	Iteration 28Q: 3 clusters Score -1186595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1186620.750000 Penalty: 4716.592773
	Iteration 29Q: 3 clusters Score -1186621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1186639.625000 Penalty: 4716.592773
	Iteration 30Q: 3 clusters Score -1186640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1186652.875000 Penalty: 4716.592773
	Iteration 31Q: 3 clusters Score -1186653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1186664.375000 Penalty: 4716.592773
	Iteration 32Q: 3 clusters Score -1186664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1186667.125000 Penalty: 4716.592773
	Iteration 33Q: 3 clusters Score -1186667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1186671.875000 Penalty: 4716.592773
	Iteration 34Q: 3 clusters Score -1186672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1186682.250000 Penalty: 4716.592773
	Iteration 35Q: 3 clusters Score -1186682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1186686.000000 Penalty: 4716.592773
	Iteration 36Q: 3 clusters Score -1186686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1186688.250000 Penalty: 4716.592773
	Iteration 37Q: 3 clusters Score -1186688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1186689.000000 Penalty: 4716.592773
	Iteration 38Q: 3 clusters Score -1186689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1186693.375000 Penalty: 4716.592773
	Iteration 39Q: 3 clusters Score -1186693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1186696.000000 Penalty: 4716.592773
	Iteration 40F: 3 clusters Score -1186696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1186695.750000 Penalty: 4716.592773
	Iteration 41Q: 3 clusters Score -1186696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1186695.625000 Penalty: 4716.592773
	Iteration 42Q: 3 clusters Score -1186696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1186697.250000 Penalty: 4716.592773
	Iteration 43Q: 3 clusters Score -1186697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1186697.750000 Penalty: 4716.592773
	Iteration 44Q: 3 clusters Score -1186698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1186699.750000 Penalty: 4716.592773
	Iteration 45Q: 3 clusters Score -1186700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1186700.625000 Penalty: 4716.592773
	Iteration 46Q: 3 clusters Score -1186701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1186703.750000 Penalty: 4716.592773
	Iteration 47Q: 3 clusters Score -1186704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1186703.375000 Penalty: 4716.592773
	Iteration 48Q: 3 clusters Score -1186703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1186703.375000 Penalty: 4716.592773
	Iteration 49F: 3 clusters Score -1186703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Entering Unmasked Estep 
Score: -2445590.500000 Penalty: 2535.510010
	Iteration 0F: 2 clusters Score -2445590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2426603.750000 Penalty: 5071.020020
	Iteration 0F: 3 clusters Score -2426604 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2433334.000000 Penalty: 5071.020020
	Iteration 1F: 3 clusters Score -2433334 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2433982.500000 Penalty: 5071.020020
	Iteration 2F: 3 clusters Score -2433982 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2434739.250000 Penalty: 5071.020020
	Iteration 3F: 3 clusters Score -2434739 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2435699.500000 Penalty: 5071.020020
	Iteration 4F: 3 clusters Score -2435700 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2437041.250000 Penalty: 5071.020020
	Iteration 5F: 3 clusters Score -2437041 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2438624.250000 Penalty: 5071.020020
	Iteration 6F: 3 clusters Score -2438624 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2440159.750000 Penalty: 5071.020020
	Iteration 7F: 3 clusters Score -2440160 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2441428.000000 Penalty: 5071.020020
	Iteration 8F: 3 clusters Score -2441428 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -2442277.750000 Penalty: 5071.020020
	Iteration 9Q: 3 clusters Score -2442278 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -2442750.500000 Penalty: 5071.020020
	Iteration 10Q: 3 clusters Score -2442750 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2443008.000000 Penalty: 5071.020020
	Iteration 11Q: 3 clusters Score -2443008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -2443198.250000 Penalty: 5071.020020
	Iteration 12Q: 3 clusters Score -2443198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2443296.500000 Penalty: 5071.020020
	Iteration 13Q: 3 clusters Score -2443296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -2443372.250000 Penalty: 5071.020020
	Iteration 14Q: 3 clusters Score -2443372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -2443420.500000 Penalty: 5071.020020
	Iteration 15Q: 3 clusters Score -2443420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -2443447.750000 Penalty: 5071.020020
	Iteration 16Q: 3 clusters Score -2443448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -2443467.250000 Penalty: 5071.020020
	Iteration 17Q: 3 clusters Score -2443467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -2443487.250000 Penalty: 5071.020020
	Iteration 18Q: 3 clusters Score -2443487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -2443504.500000 Penalty: 5071.020020
	Iteration 19Q: 3 clusters Score -2443504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -2443513.250000 Penalty: 5071.020020
	Iteration 20F: 3 clusters Score -2443513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -2443521.250000 Penalty: 5071.020020
	Iteration 21Q: 3 clusters Score -2443521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -2443526.250000 Penalty: 5071.020020
	Iteration 22Q: 3 clusters Score -2443526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -2443528.250000 Penalty: 5071.020020
	Iteration 23Q: 3 clusters Score -2443528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -2443531.000000 Penalty: 5071.020020
	Iteration 24Q: 3 clusters Score -2443531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -2443534.500000 Penalty: 5071.020020
	Iteration 25Q: 3 clusters Score -2443534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -2443535.500000 Penalty: 5071.020020
	Iteration 26Q: 3 clusters Score -2443536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -2443537.000000 Penalty: 5071.020020
	Iteration 27Q: 3 clusters Score -2443537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -2443539.750000 Penalty: 5071.020020
	Iteration 28Q: 3 clusters Score -2443540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -2443539.750000 Penalty: 5071.020020
	Iteration 29F: 3 clusters Score -2443540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -331713.062500 Penalty: 2037.455811
	Iteration 0F: 2 clusters Score -331713.1 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 1837 members 
Entering Unmasked Estep 
Score: -328031.812500 Penalty: 4074.911621
	Iteration 0F: 3 clusters Score -328031.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -328804.781250 Penalty: 4074.911621
	Iteration 1F: 3 clusters Score -328804.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -329001.718750 Penalty: 4074.911621
	Iteration 2F: 3 clusters Score -329001.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -329175.125000 Penalty: 4074.911621
	Iteration 3F: 3 clusters Score -329175.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -329350.718750 Penalty: 4074.911621
	Iteration 4F: 3 clusters Score -329350.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -329573.937500 Penalty: 4074.911621
	Iteration 5Q: 3 clusters Score -329573.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -329840.500000 Penalty: 4074.911621
	Iteration 6F: 3 clusters Score -329840.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -330067.781250 Penalty: 4074.911621
	Iteration 7F: 3 clusters Score -330067.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -330239.937500 Penalty: 4074.911621
	Iteration 8Q: 3 clusters Score -330239.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -330366.875000 Penalty: 4074.911621
	Iteration 9Q: 3 clusters Score -330366.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -330464.000000 Penalty: 4074.911621
	Iteration 10Q: 3 clusters Score -330464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -330541.000000 Penalty: 4074.911621
	Iteration 11Q: 3 clusters Score -330541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -330585.062500 Penalty: 4074.911621
	Iteration 12Q: 3 clusters Score -330585.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -330610.312500 Penalty: 4074.911621
	Iteration 13Q: 3 clusters Score -330610.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -330629.093750 Penalty: 4074.911621
	Iteration 14Q: 3 clusters Score -330629.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -330642.093750 Penalty: 4074.911621
	Iteration 15Q: 3 clusters Score -330642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -330647.218750 Penalty: 4074.911621
	Iteration 16Q: 3 clusters Score -330647.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -330651.937500 Penalty: 4074.911621
	Iteration 17Q: 3 clusters Score -330651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -330658.156250 Penalty: 4074.911621
	Iteration 18Q: 3 clusters Score -330658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -330659.812500 Penalty: 4074.911621
	Iteration 19Q: 3 clusters Score -330659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -330662.000000 Penalty: 4074.911621
	Iteration 20F: 3 clusters Score -330662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -330663.156250 Penalty: 4074.911621
	Iteration 21Q: 3 clusters Score -330663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -330663.156250 Penalty: 4074.911621
	Iteration 22F: 3 clusters Score -330663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -28200.232422 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -28200.23 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 196 members 
Entering Unmasked Estep 
Score: -26971.785156 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -26971.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27306.351562 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -27306.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27448.976562 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -27448.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27519.138672 Penalty: 2939.755371
	Iteration 3F: 3 clusters Score -27519.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27566.869141 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -27566.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27613.847656 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -27613.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27653.550781 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -27653.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27687.507812 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -27687.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27692.662109 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -27692.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27711.126953 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -27711.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27731.171875 Penalty: 2939.755371
	Iteration 10Q: 3 clusters Score -27731.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27765.755859 Penalty: 2939.755371
	Iteration 11Q: 3 clusters Score -27765.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27782.007812 Penalty: 2939.755371
	Iteration 12Q: 3 clusters Score -27782.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27782.007812 Penalty: 2939.755371
	Iteration 13F: 3 clusters Score -27782.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Entering Unmasked Estep 
Score: -673150.062500 Penalty: 2226.614014
	Iteration 0F: 2 clusters Score -673150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -666789.187500 Penalty: 4453.228027
	Iteration 0F: 3 clusters Score -666789.2 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -668549.375000 Penalty: 4453.228027
	Iteration 1F: 3 clusters Score -668549.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -668871.687500 Penalty: 4453.228027
	Iteration 2F: 3 clusters Score -668871.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -669074.250000 Penalty: 4453.228027
	Iteration 3F: 3 clusters Score -669074.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -669234.187500 Penalty: 4453.228027
	Iteration 4Q: 3 clusters Score -669234.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -669391.875000 Penalty: 4453.228027
	Iteration 5Q: 3 clusters Score -669391.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -669534.562500 Penalty: 4453.228027
	Iteration 6Q: 3 clusters Score -669534.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -669689.812500 Penalty: 4453.228027
	Iteration 7Q: 3 clusters Score -669689.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -669843.812500 Penalty: 4453.228027
	Iteration 8Q: 3 clusters Score -669843.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -669999.187500 Penalty: 4453.228027
	Iteration 9Q: 3 clusters Score -669999.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -670170.187500 Penalty: 4453.228027
	Iteration 10Q: 3 clusters Score -670170.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -670354.500000 Penalty: 4453.228027
	Iteration 11Q: 3 clusters Score -670354.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -670528.312500 Penalty: 4453.228027
	Iteration 12Q: 3 clusters Score -670528.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -670707.437500 Penalty: 4453.228027
	Iteration 13Q: 3 clusters Score -670707.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -670893.812500 Penalty: 4453.228027
	Iteration 14Q: 3 clusters Score -670893.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -671078.250000 Penalty: 4453.228027
	Iteration 15Q: 3 clusters Score -671078.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -671245.375000 Penalty: 4453.228027
	Iteration 16Q: 3 clusters Score -671245.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -671406.500000 Penalty: 4453.228027
	Iteration 17Q: 3 clusters Score -671406.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -671558.375000 Penalty: 4453.228027
	Iteration 18Q: 3 clusters Score -671558.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -671680.750000 Penalty: 4453.228027
	Iteration 19Q: 3 clusters Score -671680.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -671751.375000 Penalty: 4453.228027
	Iteration 20F: 3 clusters Score -671751.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -671792.875000 Penalty: 4453.228027
	Iteration 21Q: 3 clusters Score -671792.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -671816.375000 Penalty: 4453.228027
	Iteration 22Q: 3 clusters Score -671816.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -671827.375000 Penalty: 4453.228027
	Iteration 23Q: 3 clusters Score -671827.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -671838.750000 Penalty: 4453.228027
	Iteration 24Q: 3 clusters Score -671838.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -671844.000000 Penalty: 4453.228027
	Iteration 25Q: 3 clusters Score -671844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -671846.750000 Penalty: 4453.228027
	Iteration 26Q: 3 clusters Score -671846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -671847.750000 Penalty: 4453.228027
	Iteration 27Q: 3 clusters Score -671847.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -671851.750000 Penalty: 4453.228027
	Iteration 28Q: 3 clusters Score -671851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -671854.312500 Penalty: 4453.228027
	Iteration 29Q: 3 clusters Score -671854.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -671854.312500 Penalty: 4453.228027
	Iteration 30F: 3 clusters Score -671854.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164499 members 
Entering Unmasked Estep 
Score: -14719670.000000 Penalty: 2978.643799
	Iteration 0F: 2 clusters Score -1.471967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -14609267.000000 Penalty: 5957.287598
	Iteration 0F: 3 clusters Score -1.460927e+07 nChanged 78944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -14655157.000000 Penalty: 5957.287598
	Iteration 1F: 3 clusters Score -1.465516e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 74353 members 
Entering Unmasked Estep 
Score: -14656615.000000 Penalty: 5957.287598
	Iteration 2Q: 3 clusters Score -1.465662e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -14658736.000000 Penalty: 5957.287598
	Iteration 3Q: 3 clusters Score -1.465874e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -14662258.000000 Penalty: 5957.287598
	Iteration 4Q: 3 clusters Score -1.466226e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112688 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -14669415.000000 Penalty: 5957.287598
	Iteration 5F: 3 clusters Score -1.466942e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -14680140.000000 Penalty: 5957.287598
	Iteration 6F: 3 clusters Score -1.468014e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -14694071.000000 Penalty: 5957.287598
	Iteration 7F: 3 clusters Score -1.469407e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -14706184.000000 Penalty: 5957.287598
	Iteration 8F: 3 clusters Score -1.470618e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -14713153.000000 Penalty: 5957.287598
	Iteration 9Q: 3 clusters Score -1.471315e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -14715757.000000 Penalty: 5957.287598
	Iteration 10Q: 3 clusters Score -1.471576e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -14716577.000000 Penalty: 5957.287598
	Iteration 11Q: 3 clusters Score -1.471658e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14716855.000000 Penalty: 5957.287598
	Iteration 12Q: 3 clusters Score -1.471686e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -14716973.000000 Penalty: 5957.287598
	Iteration 13Q: 3 clusters Score -1.471697e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -14717063.000000 Penalty: 5957.287598
	Iteration 14Q: 3 clusters Score -1.471706e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164131 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14717098.000000 Penalty: 5957.287598
	Iteration 15Q: 3 clusters Score -1.47171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14717151.000000 Penalty: 5957.287598
	Iteration 16Q: 3 clusters Score -1.471715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14717165.000000 Penalty: 5957.287598
	Iteration 17Q: 3 clusters Score -1.471716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164154 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14717179.000000 Penalty: 5957.287598
	Iteration 18Q: 3 clusters Score -1.471718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164155 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14717181.000000 Penalty: 5957.287598
	Iteration 19Q: 3 clusters Score -1.471718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164156 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14717207.000000 Penalty: 5957.287598
	Iteration 20F: 3 clusters Score -1.471721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164159 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14717194.000000 Penalty: 5957.287598
	Iteration 21Q: 3 clusters Score -1.471719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14717193.000000 Penalty: 5957.287598
	Iteration 22Q: 3 clusters Score -1.471719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14717198.000000 Penalty: 5957.287598
	Iteration 23Q: 3 clusters Score -1.47172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14717198.000000 Penalty: 5957.287598
	Iteration 24Q: 3 clusters Score -1.47172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14717198.000000 Penalty: 5957.287598
	Iteration 25F: 3 clusters Score -1.47172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Entering Unmasked Estep 
Score: -1094183.125000 Penalty: 2340.434814
	Iteration 0F: 2 clusters Score -1094183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1084873.250000 Penalty: 4680.869629
	Iteration 0F: 3 clusters Score -1084873 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1087917.125000 Penalty: 4680.869629
	Iteration 1F: 3 clusters Score -1087917 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1088483.750000 Penalty: 4680.869629
	Iteration 2F: 3 clusters Score -1088484 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1088981.625000 Penalty: 4680.869629
	Iteration 3F: 3 clusters Score -1088982 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1089408.250000 Penalty: 4680.869629
	Iteration 4F: 3 clusters Score -1089408 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1089804.625000 Penalty: 4680.869629
	Iteration 5F: 3 clusters Score -1089805 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1090184.250000 Penalty: 4680.869629
	Iteration 6F: 3 clusters Score -1090184 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1090594.500000 Penalty: 4680.869629
	Iteration 7F: 3 clusters Score -1090594 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1090959.625000 Penalty: 4680.869629
	Iteration 8F: 3 clusters Score -1090960 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1091245.625000 Penalty: 4680.869629
	Iteration 9Q: 3 clusters Score -1091246 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1091487.250000 Penalty: 4680.869629
	Iteration 10Q: 3 clusters Score -1091487 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1091716.375000 Penalty: 4680.869629
	Iteration 11Q: 3 clusters Score -1091716 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1091893.625000 Penalty: 4680.869629
	Iteration 12Q: 3 clusters Score -1091894 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1092052.250000 Penalty: 4680.869629
	Iteration 13Q: 3 clusters Score -1092052 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1092200.500000 Penalty: 4680.869629
	Iteration 14Q: 3 clusters Score -1092200 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1092336.500000 Penalty: 4680.869629
	Iteration 15Q: 3 clusters Score -1092336 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1092473.500000 Penalty: 4680.869629
	Iteration 16Q: 3 clusters Score -1092474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1092596.750000 Penalty: 4680.869629
	Iteration 17Q: 3 clusters Score -1092597 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1092696.000000 Penalty: 4680.869629
	Iteration 18Q: 3 clusters Score -1092696 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1092777.750000 Penalty: 4680.869629
	Iteration 19Q: 3 clusters Score -1092778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1092847.375000 Penalty: 4680.869629
	Iteration 20F: 3 clusters Score -1092847 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1092897.500000 Penalty: 4680.869629
	Iteration 21Q: 3 clusters Score -1092898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1092933.375000 Penalty: 4680.869629
	Iteration 22Q: 3 clusters Score -1092933 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1092961.000000 Penalty: 4680.869629
	Iteration 23Q: 3 clusters Score -1092961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1092975.250000 Penalty: 4680.869629
	Iteration 24Q: 3 clusters Score -1092975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1092991.875000 Penalty: 4680.869629
	Iteration 25Q: 3 clusters Score -1092992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1092999.625000 Penalty: 4680.869629
	Iteration 26Q: 3 clusters Score -1093000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1093006.375000 Penalty: 4680.869629
	Iteration 27Q: 3 clusters Score -1093006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1093012.375000 Penalty: 4680.869629
	Iteration 28Q: 3 clusters Score -1093012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1093018.875000 Penalty: 4680.869629
	Iteration 29Q: 3 clusters Score -1093019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1093021.875000 Penalty: 4680.869629
	Iteration 30Q: 3 clusters Score -1093022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1093029.250000 Penalty: 4680.869629
	Iteration 31Q: 3 clusters Score -1093029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1093033.625000 Penalty: 4680.869629
	Iteration 32Q: 3 clusters Score -1093034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1093036.375000 Penalty: 4680.869629
	Iteration 33Q: 3 clusters Score -1093036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1093040.750000 Penalty: 4680.869629
	Iteration 34Q: 3 clusters Score -1093041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1093042.250000 Penalty: 4680.869629
	Iteration 35Q: 3 clusters Score -1093042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1093045.500000 Penalty: 4680.869629
	Iteration 36Q: 3 clusters Score -1093046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1093050.875000 Penalty: 4680.869629
	Iteration 37Q: 3 clusters Score -1093051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1093052.375000 Penalty: 4680.869629
	Iteration 38Q: 3 clusters Score -1093052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1093054.750000 Penalty: 4680.869629
	Iteration 39Q: 3 clusters Score -1093055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1093060.875000 Penalty: 4680.869629
	Iteration 40F: 3 clusters Score -1093061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1093065.750000 Penalty: 4680.869629
	Iteration 41Q: 3 clusters Score -1093066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1093066.875000 Penalty: 4680.869629
	Iteration 42Q: 3 clusters Score -1093067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1093066.250000 Penalty: 4680.869629
	Iteration 43Q: 3 clusters Score -1093066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1093070.875000 Penalty: 4680.869629
	Iteration 44Q: 3 clusters Score -1093071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1093073.750000 Penalty: 4680.869629
	Iteration 45Q: 3 clusters Score -1093074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1093076.625000 Penalty: 4680.869629
	Iteration 46Q: 3 clusters Score -1093077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1093075.875000 Penalty: 4680.869629
	Iteration 47Q: 3 clusters Score -1093076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1093075.875000 Penalty: 4680.869629
	Iteration 48Q: 3 clusters Score -1093076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1093076.000000 Penalty: 4680.869629
	Iteration 49Q: 3 clusters Score -1093076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1093077.750000 Penalty: 4680.869629
	Iteration 50Q: 3 clusters Score -1093078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1093077.500000 Penalty: 4680.869629
	Iteration 51Q: 3 clusters Score -1093078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1093078.250000 Penalty: 4680.869629
	Iteration 52Q: 3 clusters Score -1093078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1093080.625000 Penalty: 4680.869629
	Iteration 53Q: 3 clusters Score -1093081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1093082.000000 Penalty: 4680.869629
	Iteration 54Q: 3 clusters Score -1093082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1093081.750000 Penalty: 4680.869629
	Iteration 55Q: 3 clusters Score -1093082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1093081.750000 Penalty: 4680.869629
	Iteration 56F: 3 clusters Score -1093082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -654622.500000 Penalty: 2197.895996
	Iteration 0F: 2 clusters Score -654622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -648783.000000 Penalty: 4395.791992
	Iteration 0F: 3 clusters Score -648783 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -650247.750000 Penalty: 4395.791992
	Iteration 1F: 3 clusters Score -650247.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -650480.250000 Penalty: 4395.791992
	Iteration 2F: 3 clusters Score -650480.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -650628.875000 Penalty: 4395.791992
	Iteration 3Q: 3 clusters Score -650628.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -650748.812500 Penalty: 4395.791992
	Iteration 4Q: 3 clusters Score -650748.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -650850.562500 Penalty: 4395.791992
	Iteration 5Q: 3 clusters Score -650850.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -650939.687500 Penalty: 4395.791992
	Iteration 6Q: 3 clusters Score -650939.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -651002.187500 Penalty: 4395.791992
	Iteration 7Q: 3 clusters Score -651002.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -651052.437500 Penalty: 4395.791992
	Iteration 8Q: 3 clusters Score -651052.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -651095.062500 Penalty: 4395.791992
	Iteration 9Q: 3 clusters Score -651095.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -651138.312500 Penalty: 4395.791992
	Iteration 10Q: 3 clusters Score -651138.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -651194.062500 Penalty: 4395.791992
	Iteration 11Q: 3 clusters Score -651194.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -651256.687500 Penalty: 4395.791992
	Iteration 12Q: 3 clusters Score -651256.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -651320.562500 Penalty: 4395.791992
	Iteration 13Q: 3 clusters Score -651320.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -651374.000000 Penalty: 4395.791992
	Iteration 14Q: 3 clusters Score -651374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -651427.187500 Penalty: 4395.791992
	Iteration 15Q: 3 clusters Score -651427.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -651487.375000 Penalty: 4395.791992
	Iteration 16Q: 3 clusters Score -651487.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -651543.875000 Penalty: 4395.791992
	Iteration 17Q: 3 clusters Score -651543.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -651611.437500 Penalty: 4395.791992
	Iteration 18Q: 3 clusters Score -651611.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -651698.437500 Penalty: 4395.791992
	Iteration 19Q: 3 clusters Score -651698.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -651775.937500 Penalty: 4395.791992
	Iteration 20F: 3 clusters Score -651775.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -651861.500000 Penalty: 4395.791992
	Iteration 21Q: 3 clusters Score -651861.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -651957.125000 Penalty: 4395.791992
	Iteration 22Q: 3 clusters Score -651957.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -652047.750000 Penalty: 4395.791992
	Iteration 23Q: 3 clusters Score -652047.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -652129.187500 Penalty: 4395.791992
	Iteration 24Q: 3 clusters Score -652129.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -652192.875000 Penalty: 4395.791992
	Iteration 25Q: 3 clusters Score -652192.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -652253.000000 Penalty: 4395.791992
	Iteration 26Q: 3 clusters Score -652253 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -652312.625000 Penalty: 4395.791992
	Iteration 27Q: 3 clusters Score -652312.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -652355.062500 Penalty: 4395.791992
	Iteration 28Q: 3 clusters Score -652355.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -652401.187500 Penalty: 4395.791992
	Iteration 29Q: 3 clusters Score -652401.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -652438.125000 Penalty: 4395.791992
	Iteration 30Q: 3 clusters Score -652438.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -652479.812500 Penalty: 4395.791992
	Iteration 31Q: 3 clusters Score -652479.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -652502.687500 Penalty: 4395.791992
	Iteration 32Q: 3 clusters Score -652502.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -652520.187500 Penalty: 4395.791992
	Iteration 33Q: 3 clusters Score -652520.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -652538.125000 Penalty: 4395.791992
	Iteration 34Q: 3 clusters Score -652538.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -652558.500000 Penalty: 4395.791992
	Iteration 35Q: 3 clusters Score -652558.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -652578.312500 Penalty: 4395.791992
	Iteration 36Q: 3 clusters Score -652578.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -652602.375000 Penalty: 4395.791992
	Iteration 37Q: 3 clusters Score -652602.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -652614.250000 Penalty: 4395.791992
	Iteration 38Q: 3 clusters Score -652614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -652624.750000 Penalty: 4395.791992
	Iteration 39Q: 3 clusters Score -652624.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -652638.375000 Penalty: 4395.791992
	Iteration 40F: 3 clusters Score -652638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -652642.437500 Penalty: 4395.791992
	Iteration 41Q: 3 clusters Score -652642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -652644.000000 Penalty: 4395.791992
	Iteration 42Q: 3 clusters Score -652644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -652646.687500 Penalty: 4395.791992
	Iteration 43Q: 3 clusters Score -652646.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -652653.062500 Penalty: 4395.791992
	Iteration 44Q: 3 clusters Score -652653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -652659.562500 Penalty: 4395.791992
	Iteration 45Q: 3 clusters Score -652659.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -652664.312500 Penalty: 4395.791992
	Iteration 46Q: 3 clusters Score -652664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -652667.812500 Penalty: 4395.791992
	Iteration 47Q: 3 clusters Score -652667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -652671.250000 Penalty: 4395.791992
	Iteration 48Q: 3 clusters Score -652671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -652673.250000 Penalty: 4395.791992
	Iteration 49Q: 3 clusters Score -652673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -652676.625000 Penalty: 4395.791992
	Iteration 50Q: 3 clusters Score -652676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -652679.437500 Penalty: 4395.791992
	Iteration 51Q: 3 clusters Score -652679.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -652686.500000 Penalty: 4395.791992
	Iteration 52Q: 3 clusters Score -652686.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -652688.375000 Penalty: 4395.791992
	Iteration 53Q: 3 clusters Score -652688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -652690.812500 Penalty: 4395.791992
	Iteration 54Q: 3 clusters Score -652690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -652693.000000 Penalty: 4395.791992
	Iteration 55Q: 3 clusters Score -652693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -652693.937500 Penalty: 4395.791992
	Iteration 56Q: 3 clusters Score -652693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -652696.937500 Penalty: 4395.791992
	Iteration 57Q: 3 clusters Score -652696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -652697.375000 Penalty: 4395.791992
	Iteration 58Q: 3 clusters Score -652697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -652697.125000 Penalty: 4395.791992
	Iteration 59Q: 3 clusters Score -652697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -652698.250000 Penalty: 4395.791992
	Iteration 60F: 3 clusters Score -652698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -652699.312500 Penalty: 4395.791992
	Iteration 61Q: 3 clusters Score -652699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -652700.000000 Penalty: 4395.791992
	Iteration 62Q: 3 clusters Score -652700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -652701.562500 Penalty: 4395.791992
	Iteration 63Q: 3 clusters Score -652701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -652701.375000 Penalty: 4395.791992
	Iteration 64Q: 3 clusters Score -652701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -652702.625000 Penalty: 4395.791992
	Iteration 65Q: 3 clusters Score -652702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -652705.250000 Penalty: 4395.791992
	Iteration 66Q: 3 clusters Score -652705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -652705.750000 Penalty: 4395.791992
	Iteration 67Q: 3 clusters Score -652705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -652705.500000 Penalty: 4395.791992
	Iteration 68Q: 3 clusters Score -652705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -652705.500000 Penalty: 4395.791992
	Iteration 69F: 3 clusters Score -652705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Entering Unmasked Estep 
Score: -3726140.250000 Penalty: 2634.367432
	Iteration 0F: 2 clusters Score -3726140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3698244.750000 Penalty: 5268.734863
	Iteration 0F: 3 clusters Score -3698245 nChanged 18927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3708665.750000 Penalty: 5268.734863
	Iteration 1F: 3 clusters Score -3708666 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3709198.000000 Penalty: 5268.734863
	Iteration 2Q: 3 clusters Score -3709198 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3709640.250000 Penalty: 5268.734863
	Iteration 3Q: 3 clusters Score -3709640 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3710029.750000 Penalty: 5268.734863
	Iteration 4Q: 3 clusters Score -3710030 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3710431.000000 Penalty: 5268.734863
	Iteration 5Q: 3 clusters Score -3710431 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3710855.250000 Penalty: 5268.734863
	Iteration 6Q: 3 clusters Score -3710855 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3711319.000000 Penalty: 5268.734863
	Iteration 7Q: 3 clusters Score -3711319 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3711829.000000 Penalty: 5268.734863
	Iteration 8Q: 3 clusters Score -3711829 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3712483.750000 Penalty: 5268.734863
	Iteration 9Q: 3 clusters Score -3712484 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3713215.250000 Penalty: 5268.734863
	Iteration 10Q: 3 clusters Score -3713215 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3714074.500000 Penalty: 5268.734863
	Iteration 11Q: 3 clusters Score -3714074 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3715094.500000 Penalty: 5268.734863
	Iteration 12Q: 3 clusters Score -3715094 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3716227.250000 Penalty: 5268.734863
	Iteration 13Q: 3 clusters Score -3716227 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -3717375.500000 Penalty: 5268.734863
	Iteration 14Q: 3 clusters Score -3717376 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -3718474.000000 Penalty: 5268.734863
	Iteration 15Q: 3 clusters Score -3718474 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3719418.000000 Penalty: 5268.734863
	Iteration 16Q: 3 clusters Score -3719418 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -3720205.000000 Penalty: 5268.734863
	Iteration 17Q: 3 clusters Score -3720205 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -3720960.750000 Penalty: 5268.734863
	Iteration 18Q: 3 clusters Score -3720961 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -3721533.500000 Penalty: 5268.734863
	Iteration 19Q: 3 clusters Score -3721534 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -3721985.750000 Penalty: 5268.734863
	Iteration 20F: 3 clusters Score -3721986 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -3722347.250000 Penalty: 5268.734863
	Iteration 21Q: 3 clusters Score -3722347 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -3722604.000000 Penalty: 5268.734863
	Iteration 22Q: 3 clusters Score -3722604 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -3722849.000000 Penalty: 5268.734863
	Iteration 23Q: 3 clusters Score -3722849 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -3723071.500000 Penalty: 5268.734863
	Iteration 24Q: 3 clusters Score -3723072 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -3723248.500000 Penalty: 5268.734863
	Iteration 25Q: 3 clusters Score -3723248 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -3723376.500000 Penalty: 5268.734863
	Iteration 26Q: 3 clusters Score -3723376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -3723483.500000 Penalty: 5268.734863
	Iteration 27Q: 3 clusters Score -3723484 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -3723559.250000 Penalty: 5268.734863
	Iteration 28Q: 3 clusters Score -3723559 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -3723630.250000 Penalty: 5268.734863
	Iteration 29Q: 3 clusters Score -3723630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -3723675.250000 Penalty: 5268.734863
	Iteration 30Q: 3 clusters Score -3723675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -3723724.500000 Penalty: 5268.734863
	Iteration 31Q: 3 clusters Score -3723724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -3723751.000000 Penalty: 5268.734863
	Iteration 32Q: 3 clusters Score -3723751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -3723773.000000 Penalty: 5268.734863
	Iteration 33Q: 3 clusters Score -3723773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -3723803.750000 Penalty: 5268.734863
	Iteration 34Q: 3 clusters Score -3723804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -3723831.750000 Penalty: 5268.734863
	Iteration 35Q: 3 clusters Score -3723832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -3723853.750000 Penalty: 5268.734863
	Iteration 36Q: 3 clusters Score -3723854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -3723868.500000 Penalty: 5268.734863
	Iteration 37Q: 3 clusters Score -3723868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -3723905.000000 Penalty: 5268.734863
	Iteration 38Q: 3 clusters Score -3723905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -3723946.750000 Penalty: 5268.734863
	Iteration 39Q: 3 clusters Score -3723947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -3723986.250000 Penalty: 5268.734863
	Iteration 40F: 3 clusters Score -3723986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -3724020.000000 Penalty: 5268.734863
	Iteration 41Q: 3 clusters Score -3724020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -3724046.000000 Penalty: 5268.734863
	Iteration 42Q: 3 clusters Score -3724046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -3724076.500000 Penalty: 5268.734863
	Iteration 43Q: 3 clusters Score -3724076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -3724114.250000 Penalty: 5268.734863
	Iteration 44Q: 3 clusters Score -3724114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -3724141.750000 Penalty: 5268.734863
	Iteration 45Q: 3 clusters Score -3724142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -3724173.500000 Penalty: 5268.734863
	Iteration 46Q: 3 clusters Score -3724174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -3724199.500000 Penalty: 5268.734863
	Iteration 47Q: 3 clusters Score -3724200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -3724228.000000 Penalty: 5268.734863
	Iteration 48Q: 3 clusters Score -3724228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -3724242.250000 Penalty: 5268.734863
	Iteration 49Q: 3 clusters Score -3724242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -3724264.750000 Penalty: 5268.734863
	Iteration 50Q: 3 clusters Score -3724265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -3724281.750000 Penalty: 5268.734863
	Iteration 51Q: 3 clusters Score -3724282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -3724293.500000 Penalty: 5268.734863
	Iteration 52Q: 3 clusters Score -3724294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -3724314.250000 Penalty: 5268.734863
	Iteration 53Q: 3 clusters Score -3724314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -3724327.500000 Penalty: 5268.734863
	Iteration 54Q: 3 clusters Score -3724328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -3724332.750000 Penalty: 5268.734863
	Iteration 55Q: 3 clusters Score -3724333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -3724354.000000 Penalty: 5268.734863
	Iteration 56Q: 3 clusters Score -3724354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -3724357.500000 Penalty: 5268.734863
	Iteration 57Q: 3 clusters Score -3724358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -3724363.750000 Penalty: 5268.734863
	Iteration 58Q: 3 clusters Score -3724364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -3724376.500000 Penalty: 5268.734863
	Iteration 59Q: 3 clusters Score -3724376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -3724384.250000 Penalty: 5268.734863
	Iteration 60F: 3 clusters Score -3724384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -3724393.500000 Penalty: 5268.734863
	Iteration 61Q: 3 clusters Score -3724394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -3724398.500000 Penalty: 5268.734863
	Iteration 62Q: 3 clusters Score -3724398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -3724412.500000 Penalty: 5268.734863
	Iteration 63Q: 3 clusters Score -3724412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -3724414.750000 Penalty: 5268.734863
	Iteration 64Q: 3 clusters Score -3724415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -3724421.250000 Penalty: 5268.734863
	Iteration 65Q: 3 clusters Score -3724421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -3724430.000000 Penalty: 5268.734863
	Iteration 66Q: 3 clusters Score -3724430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -3724427.250000 Penalty: 5268.734863
	Iteration 67Q: 3 clusters Score -3724427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -3724426.750000 Penalty: 5268.734863
	Iteration 68Q: 3 clusters Score -3724427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -3724427.250000 Penalty: 5268.734863
	Iteration 69Q: 3 clusters Score -3724427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -3724429.000000 Penalty: 5268.734863
	Iteration 70Q: 3 clusters Score -3724429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -3724429.750000 Penalty: 5268.734863
	Iteration 71Q: 3 clusters Score -3724430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -3724429.750000 Penalty: 5268.734863
	Iteration 72F: 3 clusters Score -3724430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Entering Unmasked Estep 
Score: -5431224.500000 Penalty: 2723.143311
	Iteration 0F: 2 clusters Score -5431224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -5391979.000000 Penalty: 5446.286621
	Iteration 0F: 3 clusters Score -5391979 nChanged 27167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -5407069.500000 Penalty: 5446.286621
	Iteration 1F: 3 clusters Score -5407070 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -5407703.500000 Penalty: 5446.286621
	Iteration 2Q: 3 clusters Score -5407704 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -5408320.500000 Penalty: 5446.286621
	Iteration 3Q: 3 clusters Score -5408320 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -5409057.000000 Penalty: 5446.286621
	Iteration 4Q: 3 clusters Score -5409057 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -5409963.000000 Penalty: 5446.286621
	Iteration 5Q: 3 clusters Score -5409963 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -5411218.500000 Penalty: 5446.286621
	Iteration 6Q: 3 clusters Score -5411218 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5412997.500000 Penalty: 5446.286621
	Iteration 7Q: 3 clusters Score -5412998 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -5415564.500000 Penalty: 5446.286621
	Iteration 8F: 3 clusters Score -5415564 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -5418588.500000 Penalty: 5446.286621
	Iteration 9F: 3 clusters Score -5418588 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5421188.500000 Penalty: 5446.286621
	Iteration 10F: 3 clusters Score -5421188 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5422561.000000 Penalty: 5446.286621
	Iteration 11Q: 3 clusters Score -5422561 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5423213.500000 Penalty: 5446.286621
	Iteration 12Q: 3 clusters Score -5423214 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -5423694.000000 Penalty: 5446.286621
	Iteration 13Q: 3 clusters Score -5423694 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5424089.000000 Penalty: 5446.286621
	Iteration 14Q: 3 clusters Score -5424089 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -5424474.500000 Penalty: 5446.286621
	Iteration 15Q: 3 clusters Score -5424474 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5424764.000000 Penalty: 5446.286621
	Iteration 16Q: 3 clusters Score -5424764 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5425053.500000 Penalty: 5446.286621
	Iteration 17Q: 3 clusters Score -5425054 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -5425340.500000 Penalty: 5446.286621
	Iteration 18Q: 3 clusters Score -5425340 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -5425565.500000 Penalty: 5446.286621
	Iteration 19Q: 3 clusters Score -5425566 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -5425744.000000 Penalty: 5446.286621
	Iteration 20F: 3 clusters Score -5425744 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -5425916.000000 Penalty: 5446.286621
	Iteration 21Q: 3 clusters Score -5425916 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -5425997.500000 Penalty: 5446.286621
	Iteration 22Q: 3 clusters Score -5425998 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -5426074.500000 Penalty: 5446.286621
	Iteration 23Q: 3 clusters Score -5426074 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -5426121.000000 Penalty: 5446.286621
	Iteration 24Q: 3 clusters Score -5426121 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -5426158.000000 Penalty: 5446.286621
	Iteration 25Q: 3 clusters Score -5426158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5426177.500000 Penalty: 5446.286621
	Iteration 26Q: 3 clusters Score -5426178 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5426201.500000 Penalty: 5446.286621
	Iteration 27Q: 3 clusters Score -5426202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -5426227.500000 Penalty: 5446.286621
	Iteration 28Q: 3 clusters Score -5426228 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -5426245.500000 Penalty: 5446.286621
	Iteration 29Q: 3 clusters Score -5426246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -5426247.500000 Penalty: 5446.286621
	Iteration 30Q: 3 clusters Score -5426248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -5426277.000000 Penalty: 5446.286621
	Iteration 31Q: 3 clusters Score -5426277 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -5426275.500000 Penalty: 5446.286621
	Iteration 32Q: 3 clusters Score -5426276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5426280.500000 Penalty: 5446.286621
	Iteration 33Q: 3 clusters Score -5426280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -5426290.500000 Penalty: 5446.286621
	Iteration 34Q: 3 clusters Score -5426290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5426290.000000 Penalty: 5446.286621
	Iteration 35Q: 3 clusters Score -5426290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -5426302.000000 Penalty: 5446.286621
	Iteration 36Q: 3 clusters Score -5426302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -5426317.500000 Penalty: 5446.286621
	Iteration 37Q: 3 clusters Score -5426318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5426327.500000 Penalty: 5446.286621
	Iteration 38Q: 3 clusters Score -5426328 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5426323.000000 Penalty: 5446.286621
	Iteration 39Q: 3 clusters Score -5426323 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5426346.500000 Penalty: 5446.286621
	Iteration 40F: 3 clusters Score -5426346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5426337.500000 Penalty: 5446.286621
	Iteration 41Q: 3 clusters Score -5426338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5426333.000000 Penalty: 5446.286621
	Iteration 42Q: 3 clusters Score -5426333 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -5426344.000000 Penalty: 5446.286621
	Iteration 43Q: 3 clusters Score -5426344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5426358.000000 Penalty: 5446.286621
	Iteration 44Q: 3 clusters Score -5426358 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5426363.000000 Penalty: 5446.286621
	Iteration 45Q: 3 clusters Score -5426363 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5426368.000000 Penalty: 5446.286621
	Iteration 46Q: 3 clusters Score -5426368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5426381.000000 Penalty: 5446.286621
	Iteration 47Q: 3 clusters Score -5426381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5426370.500000 Penalty: 5446.286621
	Iteration 48Q: 3 clusters Score -5426370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5426388.000000 Penalty: 5446.286621
	Iteration 49Q: 3 clusters Score -5426388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -5426408.500000 Penalty: 5446.286621
	Iteration 50Q: 3 clusters Score -5426408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5426422.000000 Penalty: 5446.286621
	Iteration 51Q: 3 clusters Score -5426422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -5426447.500000 Penalty: 5446.286621
	Iteration 52Q: 3 clusters Score -5426448 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -5426436.500000 Penalty: 5446.286621
	Iteration 53Q: 3 clusters Score -5426436 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -5426448.000000 Penalty: 5446.286621
	Iteration 54Q: 3 clusters Score -5426448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -5426453.500000 Penalty: 5446.286621
	Iteration 55Q: 3 clusters Score -5426454 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -5426459.500000 Penalty: 5446.286621
	Iteration 56Q: 3 clusters Score -5426460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -5426498.500000 Penalty: 5446.286621
	Iteration 57Q: 3 clusters Score -5426498 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -5426506.500000 Penalty: 5446.286621
	Iteration 58Q: 3 clusters Score -5426506 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -5426519.000000 Penalty: 5446.286621
	Iteration 59Q: 3 clusters Score -5426519 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -5426540.000000 Penalty: 5446.286621
	Iteration 60F: 3 clusters Score -5426540 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -5426564.000000 Penalty: 5446.286621
	Iteration 61Q: 3 clusters Score -5426564 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5426592.000000 Penalty: 5446.286621
	Iteration 62Q: 3 clusters Score -5426592 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -5426611.000000 Penalty: 5446.286621
	Iteration 63Q: 3 clusters Score -5426611 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -5426629.500000 Penalty: 5446.286621
	Iteration 64Q: 3 clusters Score -5426630 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -5426624.000000 Penalty: 5446.286621
	Iteration 65Q: 3 clusters Score -5426624 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -5426629.500000 Penalty: 5446.286621
	Iteration 66Q: 3 clusters Score -5426630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -5426646.000000 Penalty: 5446.286621
	Iteration 67Q: 3 clusters Score -5426646 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5426655.500000 Penalty: 5446.286621
	Iteration 68Q: 3 clusters Score -5426656 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -5426686.500000 Penalty: 5446.286621
	Iteration 69Q: 3 clusters Score -5426686 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5426697.000000 Penalty: 5446.286621
	Iteration 70Q: 3 clusters Score -5426697 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5426704.000000 Penalty: 5446.286621
	Iteration 71Q: 3 clusters Score -5426704 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -5426718.000000 Penalty: 5446.286621
	Iteration 72Q: 3 clusters Score -5426718 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5426754.000000 Penalty: 5446.286621
	Iteration 73Q: 3 clusters Score -5426754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5426774.000000 Penalty: 5446.286621
	Iteration 74Q: 3 clusters Score -5426774 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5426785.500000 Penalty: 5446.286621
	Iteration 75Q: 3 clusters Score -5426786 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -5426789.500000 Penalty: 5446.286621
	Iteration 76Q: 3 clusters Score -5426790 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -5426811.500000 Penalty: 5446.286621
	Iteration 77Q: 3 clusters Score -5426812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -5426817.000000 Penalty: 5446.286621
	Iteration 78Q: 3 clusters Score -5426817 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -5426818.000000 Penalty: 5446.286621
	Iteration 79Q: 3 clusters Score -5426818 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -5426824.000000 Penalty: 5446.286621
	Iteration 80F: 3 clusters Score -5426824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5426845.000000 Penalty: 5446.286621
	Iteration 81Q: 3 clusters Score -5426845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5426851.000000 Penalty: 5446.286621
	Iteration 82Q: 3 clusters Score -5426851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5426854.000000 Penalty: 5446.286621
	Iteration 83Q: 3 clusters Score -5426854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -5426873.000000 Penalty: 5446.286621
	Iteration 84Q: 3 clusters Score -5426873 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -5426887.000000 Penalty: 5446.286621
	Iteration 85Q: 3 clusters Score -5426887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -5426915.000000 Penalty: 5446.286621
	Iteration 86Q: 3 clusters Score -5426915 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -5426940.500000 Penalty: 5446.286621
	Iteration 87Q: 3 clusters Score -5426940 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5426956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5426953.500000 Penalty: 5446.286621
	Iteration 89Q: 3 clusters Score -5426954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5426961 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5426989 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -5427009.500000 Penalty: 5446.286621
	Iteration 92Q: 3 clusters Score -5427010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5427038 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -5427045.500000 Penalty: 5446.286621
	Iteration 94Q: 3 clusters Score -5427046 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5427076.500000 Penalty: 5446.286621
	Iteration 95Q: 3 clusters Score -5427076 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5427071.500000 Penalty: 5446.286621
	Iteration 96Q: 3 clusters Score -5427072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5427090 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5427099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5427128 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5427159.000000 Penalty: 5446.286621
	Iteration 100F: 3 clusters Score -5427159 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5427189.000000 Penalty: 5446.286621
	Iteration 101Q: 3 clusters Score -5427189 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5427213.000000 Penalty: 5446.286621
	Iteration 102Q: 3 clusters Score -5427213 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5427233.000000 Penalty: 5446.286621
	Iteration 103Q: 3 clusters Score -5427233 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -5427236.500000 Penalty: 5446.286621
	Iteration 104Q: 3 clusters Score -5427236 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -5427239.000000 Penalty: 5446.286621
	Iteration 105Q: 3 clusters Score -5427239 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5427237.500000 Penalty: 5446.286621
	Iteration 106Q: 3 clusters Score -5427238 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5427264.000000 Penalty: 5446.286621
	Iteration 107Q: 3 clusters Score -5427264 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -5427313.500000 Penalty: 5446.286621
	Iteration 108Q: 3 clusters Score -5427314 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5427326.500000 Penalty: 5446.286621
	Iteration 109Q: 3 clusters Score -5427326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5427346 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -5427360.000000 Penalty: 5446.286621
	Iteration 111Q: 3 clusters Score -5427360 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5427386 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -5427404.000000 Penalty: 5446.286621
	Iteration 113Q: 3 clusters Score -5427404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -5427431.500000 Penalty: 5446.286621
	Iteration 114Q: 3 clusters Score -5427432 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5427440 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5427478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -5427491.500000 Penalty: 5446.286621
	Iteration 117Q: 3 clusters Score -5427492 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5427508 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5427540 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -5427565.000000 Penalty: 5446.286621
	Iteration 120F: 3 clusters Score -5427565 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5427590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -5427621.000000 Penalty: 5446.286621
	Iteration 122Q: 3 clusters Score -5427621 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -5427642.500000 Penalty: 5446.286621
	Iteration 123Q: 3 clusters Score -5427642 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5427670 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -5427689.000000 Penalty: 5446.286621
	Iteration 125Q: 3 clusters Score -5427689 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -5427722.000000 Penalty: 5446.286621
	Iteration 126Q: 3 clusters Score -5427722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5427739 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -5427747.000000 Penalty: 5446.286621
	Iteration 128Q: 3 clusters Score -5427747 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5427786 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5427825 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5427872 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5427892 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -5427924.500000 Penalty: 5446.286621
	Iteration 133Q: 3 clusters Score -5427924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5427970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5427972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -5427975.500000 Penalty: 5446.286621
	Iteration 136Q: 3 clusters Score -5427976 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5428001.500000 Penalty: 5446.286621
	Iteration 137Q: 3 clusters Score -5428002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5428017.000000 Penalty: 5446.286621
	Iteration 138Q: 3 clusters Score -5428017 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5428051 nChanged 138
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Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5428080 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5428087 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -5428112.000000 Penalty: 5446.286621
	Iteration 142Q: 3 clusters Score -5428112 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -5428149.500000 Penalty: 5446.286621
	Iteration 143Q: 3 clusters Score -5428150 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -5428174.000000 Penalty: 5446.286621
	Iteration 144Q: 3 clusters Score -5428174 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5428168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -5428193.500000 Penalty: 5446.286621
	Iteration 146Q: 3 clusters Score -5428194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5428219.500000 Penalty: 5446.286621
	Iteration 147Q: 3 clusters Score -5428220 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -5428227.000000 Penalty: 5446.286621
	Iteration 148Q: 3 clusters Score -5428227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -5428234.500000 Penalty: 5446.286621
	Iteration 149Q: 3 clusters Score -5428234 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5428251.500000 Penalty: 5446.286621
	Iteration 150Q: 3 clusters Score -5428252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5428250.500000 Penalty: 5446.286621
	Iteration 151Q: 3 clusters Score -5428250 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5428280.000000 Penalty: 5446.286621
	Iteration 152Q: 3 clusters Score -5428280 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -5428312.000000 Penalty: 5446.286621
	Iteration 153Q: 3 clusters Score -5428312 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5428346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -5428358.000000 Penalty: 5446.286621
	Iteration 155Q: 3 clusters Score -5428358 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53363 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5428361 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5428374 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -5428386.000000 Penalty: 5446.286621
	Iteration 158Q: 3 clusters Score -5428386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -5428392.500000 Penalty: 5446.286621
	Iteration 159Q: 3 clusters Score -5428392 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5428403.000000 Penalty: 5446.286621
	Iteration 160F: 3 clusters Score -5428403 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -5428423.000000 Penalty: 5446.286621
	Iteration 161Q: 3 clusters Score -5428423 nChanged 68
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Mstep: Class 1 contains 53792 members 
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Entering Unmasked Estep 
Score: -5428426.500000 Penalty: 5446.286621
	Iteration 162Q: 3 clusters Score -5428426 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5428432.000000 Penalty: 5446.286621
	Iteration 163Q: 3 clusters Score -5428432 nChanged 53
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Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5428432 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -5428441.500000 Penalty: 5446.286621
	Iteration 165Q: 3 clusters Score -5428442 nChanged 61
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Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5428451.000000 Penalty: 5446.286621
	Iteration 166Q: 3 clusters Score -5428451 nChanged 57
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Mstep: Class 1 contains 54072 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5428456 nChanged 47
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Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -5428469.000000 Penalty: 5446.286621
	Iteration 168Q: 3 clusters Score -5428469 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -5428474.500000 Penalty: 5446.286621
	Iteration 169Q: 3 clusters Score -5428474 nChanged 46
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Mstep: Class 1 contains 54210 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5428484 nChanged 56
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Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5428483 nChanged 46
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Mstep: Class 1 contains 54312 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5428499 nChanged 37
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Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5428500 nChanged 39
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Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5428524 nChanged 41
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Mstep: Class 1 contains 54429 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5428542 nChanged 48
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Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -5428538.500000 Penalty: 5446.286621
	Iteration 176Q: 3 clusters Score -5428538 nChanged 44
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Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5428549.000000 Penalty: 5446.286621
	Iteration 177Q: 3 clusters Score -5428549 nChanged 36
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Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5428541.500000 Penalty: 5446.286621
	Iteration 178Q: 3 clusters Score -5428542 nChanged 36
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Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5428543.000000 Penalty: 5446.286621
	Iteration 179Q: 3 clusters Score -5428543 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5428554.000000 Penalty: 5446.286621
	Iteration 180F: 3 clusters Score -5428554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5428550.000000 Penalty: 5446.286621
	Iteration 181Q: 3 clusters Score -5428550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5428549.000000 Penalty: 5446.286621
	Iteration 182Q: 3 clusters Score -5428549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5428555.000000 Penalty: 5446.286621
	Iteration 183Q: 3 clusters Score -5428555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5428539.000000 Penalty: 5446.286621
	Iteration 184Q: 3 clusters Score -5428539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5428554.500000 Penalty: 5446.286621
	Iteration 185Q: 3 clusters Score -5428554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -5428552.500000 Penalty: 5446.286621
	Iteration 186Q: 3 clusters Score -5428552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5428540.000000 Penalty: 5446.286621
	Iteration 187Q: 3 clusters Score -5428540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5428548.500000 Penalty: 5446.286621
	Iteration 188Q: 3 clusters Score -5428548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5428541.500000 Penalty: 5446.286621
	Iteration 189Q: 3 clusters Score -5428542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -5428553.500000 Penalty: 5446.286621
	Iteration 190Q: 3 clusters Score -5428554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -5428559.500000 Penalty: 5446.286621
	Iteration 191Q: 3 clusters Score -5428560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5428571.000000 Penalty: 5446.286621
	Iteration 192Q: 3 clusters Score -5428571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5428574.500000 Penalty: 5446.286621
	Iteration 193Q: 3 clusters Score -5428574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5428580.500000 Penalty: 5446.286621
	Iteration 194Q: 3 clusters Score -5428580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5428585.000000 Penalty: 5446.286621
	Iteration 195Q: 3 clusters Score -5428585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5428590.000000 Penalty: 5446.286621
	Iteration 196Q: 3 clusters Score -5428590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5428594.500000 Penalty: 5446.286621
	Iteration 197Q: 3 clusters Score -5428594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -5428595.500000 Penalty: 5446.286621
	Iteration 198Q: 3 clusters Score -5428596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5428606.500000 Penalty: 5446.286621
	Iteration 199Q: 3 clusters Score -5428606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5428605.500000 Penalty: 5446.286621
	Iteration 200F: 3 clusters Score -5428606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5428598.500000 Penalty: 5446.286621
	Iteration 201Q: 3 clusters Score -5428598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5428613.000000 Penalty: 5446.286621
	Iteration 202Q: 3 clusters Score -5428613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5428624.000000 Penalty: 5446.286621
	Iteration 203Q: 3 clusters Score -5428624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5428621.000000 Penalty: 5446.286621
	Iteration 204Q: 3 clusters Score -5428621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5428630.500000 Penalty: 5446.286621
	Iteration 205Q: 3 clusters Score -5428630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5428630.000000 Penalty: 5446.286621
	Iteration 206Q: 3 clusters Score -5428630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5428637.000000 Penalty: 5446.286621
	Iteration 207Q: 3 clusters Score -5428637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5428654.000000 Penalty: 5446.286621
	Iteration 208Q: 3 clusters Score -5428654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5428661.000000 Penalty: 5446.286621
	Iteration 209Q: 3 clusters Score -5428661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5428661.000000 Penalty: 5446.286621
	Iteration 210Q: 3 clusters Score -5428661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5428673.500000 Penalty: 5446.286621
	Iteration 211Q: 3 clusters Score -5428674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5428687.500000 Penalty: 5446.286621
	Iteration 212Q: 3 clusters Score -5428688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5428698.500000 Penalty: 5446.286621
	Iteration 213Q: 3 clusters Score -5428698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5428713.000000 Penalty: 5446.286621
	Iteration 214Q: 3 clusters Score -5428713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5428720.000000 Penalty: 5446.286621
	Iteration 215Q: 3 clusters Score -5428720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5428725.500000 Penalty: 5446.286621
	Iteration 216Q: 3 clusters Score -5428726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5428713.000000 Penalty: 5446.286621
	Iteration 217Q: 3 clusters Score -5428713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5428713.000000 Penalty: 5446.286621
	Iteration 218Q: 3 clusters Score -5428713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5428711.500000 Penalty: 5446.286621
	Iteration 219Q: 3 clusters Score -5428712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5428723.500000 Penalty: 5446.286621
	Iteration 220F: 3 clusters Score -5428724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5428729.000000 Penalty: 5446.286621
	Iteration 221Q: 3 clusters Score -5428729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5428732.500000 Penalty: 5446.286621
	Iteration 222Q: 3 clusters Score -5428732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5428734.000000 Penalty: 5446.286621
	Iteration 223Q: 3 clusters Score -5428734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5428736.500000 Penalty: 5446.286621
	Iteration 224Q: 3 clusters Score -5428736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5428738.000000 Penalty: 5446.286621
	Iteration 225Q: 3 clusters Score -5428738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5428747.000000 Penalty: 5446.286621
	Iteration 226Q: 3 clusters Score -5428747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5428748.000000 Penalty: 5446.286621
	Iteration 227Q: 3 clusters Score -5428748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5428759.000000 Penalty: 5446.286621
	Iteration 228Q: 3 clusters Score -5428759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5428761.500000 Penalty: 5446.286621
	Iteration 229Q: 3 clusters Score -5428762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5428764.000000 Penalty: 5446.286621
	Iteration 230Q: 3 clusters Score -5428764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5428770.500000 Penalty: 5446.286621
	Iteration 231Q: 3 clusters Score -5428770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5428766.000000 Penalty: 5446.286621
	Iteration 232Q: 3 clusters Score -5428766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5428771.500000 Penalty: 5446.286621
	Iteration 233Q: 3 clusters Score -5428772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5428767.000000 Penalty: 5446.286621
	Iteration 234Q: 3 clusters Score -5428767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5428765.500000 Penalty: 5446.286621
	Iteration 235Q: 3 clusters Score -5428766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5428764.500000 Penalty: 5446.286621
	Iteration 236Q: 3 clusters Score -5428764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5428764.500000 Penalty: 5446.286621
	Iteration 237F: 3 clusters Score -5428764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -90171.828125 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -90171.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -88196.367188 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -88196.37 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -88645.546875 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -88645.55 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88844.109375 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -88844.11 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89011.789062 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -89011.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89086.437500 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -89086.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89147.539062 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -89147.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89180.140625 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -89180.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89224.914062 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -89224.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89259.734375 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -89259.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -89303.164062 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -89303.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89359.718750 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -89359.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89409.445312 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -89409.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89469.140625 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -89469.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89523.789062 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -89523.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -89606.109375 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -89606.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89707.375000 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -89707.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -89780.515625 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -89780.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -89806.796875 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -89806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -89826.351562 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -89826.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -89840.851562 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -89840.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -89858.109375 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -89858.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -89872.140625 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -89872.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -89880.781250 Penalty: 3486.427490
	Iteration 22Q: 3 clusters Score -89880.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -89892.539062 Penalty: 3486.427490
	Iteration 23Q: 3 clusters Score -89892.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89914.695312 Penalty: 3486.427490
	Iteration 24Q: 3 clusters Score -89914.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89959.156250 Penalty: 3486.427490
	Iteration 25Q: 3 clusters Score -89959.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -90057.757812 Penalty: 3486.427490
	Iteration 26Q: 3 clusters Score -90057.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90247.289062 Penalty: 3486.427490
	Iteration 27Q: 3 clusters Score -90247.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -90359.664062 Penalty: 3486.427490
	Iteration 28Q: 3 clusters Score -90359.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90440.250000 Penalty: 3486.427490
	Iteration 29Q: 3 clusters Score -90440.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90463.625000 Penalty: 3486.427490
	Iteration 30Q: 3 clusters Score -90463.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90479.242188 Penalty: 3486.427490
	Iteration 31Q: 3 clusters Score -90479.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90482.273438 Penalty: 3486.427490
	Iteration 32Q: 3 clusters Score -90482.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -90485.140625 Penalty: 3486.427490
	Iteration 33Q: 3 clusters Score -90485.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -90500.203125 Penalty: 3486.427490
	Iteration 34F: 3 clusters Score -90500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -90531.843750 Penalty: 3486.427490
	Iteration 35Q: 3 clusters Score -90531.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -90542.820312 Penalty: 3486.427490
	Iteration 36Q: 3 clusters Score -90542.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -90554.109375 Penalty: 3486.427490
	Iteration 37Q: 3 clusters Score -90554.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -90672.742188 Penalty: 3486.427490
	Iteration 38Q: 3 clusters Score -90672.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -90937.179688 Penalty: 3486.427490
	Iteration 39Q: 3 clusters Score -90937.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -91115.796875 Penalty: 3486.427490
	Iteration 40F: 3 clusters Score -91115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -91134.546875 Penalty: 3486.427490
	Iteration 41Q: 3 clusters Score -91134.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -91157.609375 Penalty: 3486.427490
	Iteration 42Q: 3 clusters Score -91157.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -91207.953125 Penalty: 3486.427490
	Iteration 43Q: 3 clusters Score -91207.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -91269.679688 Penalty: 3486.427490
	Iteration 44Q: 3 clusters Score -91269.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -91331.757812 Penalty: 3486.427490
	Iteration 45Q: 3 clusters Score -91331.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -91443.851562 Penalty: 3486.427490
	Iteration 46Q: 3 clusters Score -91443.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -91505.343750 Penalty: 3486.427490
	Iteration 47Q: 3 clusters Score -91505.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -91527.250000 Penalty: 3486.427490
	Iteration 48Q: 3 clusters Score -91527.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91544.156250 Penalty: 3486.427490
	Iteration 49Q: 3 clusters Score -91544.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91547.671875 Penalty: 3486.427490
	Iteration 50Q: 3 clusters Score -91547.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91547.671875 Penalty: 3486.427490
	Iteration 51F: 3 clusters Score -91547.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187018 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 372 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 757 members 
Entering Unmasked Estep 
Score: -93623144.000000 Penalty: 89408.812500
Splitting cluster 24 changes total score from -93623496.000000 to -93623144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -91766.164062 Penalty: 1751.210938
	Iteration 0F: 2 clusters Score -91766.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89793.976562 Penalty: 3502.421875
	Iteration 0F: 3 clusters Score -89793.98 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -90284.281250 Penalty: 3502.421875
	Iteration 1F: 3 clusters Score -90284.28 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -90481.710938 Penalty: 3502.421875
	Iteration 2F: 3 clusters Score -90481.71 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -90623.414062 Penalty: 3502.421875
	Iteration 3F: 3 clusters Score -90623.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90753.851562 Penalty: 3502.421875
	Iteration 4F: 3 clusters Score -90753.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90965.664062 Penalty: 3502.421875
	Iteration 5F: 3 clusters Score -90965.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -91161.726562 Penalty: 3502.421875
	Iteration 6Q: 3 clusters Score -91161.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -91278.664062 Penalty: 3502.421875
	Iteration 7Q: 3 clusters Score -91278.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -91347.148438 Penalty: 3502.421875
	Iteration 8Q: 3 clusters Score -91347.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91432.054688 Penalty: 3502.421875
	Iteration 9Q: 3 clusters Score -91432.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91482.421875 Penalty: 3502.421875
	Iteration 10Q: 3 clusters Score -91482.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91503.187500 Penalty: 3502.421875
	Iteration 11Q: 3 clusters Score -91503.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91524.882812 Penalty: 3502.421875
	Iteration 12Q: 3 clusters Score -91524.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91540.414062 Penalty: 3502.421875
	Iteration 13Q: 3 clusters Score -91540.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91554.015625 Penalty: 3502.421875
	Iteration 14Q: 3 clusters Score -91554.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91572.492188 Penalty: 3502.421875
	Iteration 15Q: 3 clusters Score -91572.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91583.921875 Penalty: 3502.421875
	Iteration 16Q: 3 clusters Score -91583.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91600.945312 Penalty: 3502.421875
	Iteration 17Q: 3 clusters Score -91600.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91617.867188 Penalty: 3502.421875
	Iteration 18Q: 3 clusters Score -91617.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91644.523438 Penalty: 3502.421875
	Iteration 19Q: 3 clusters Score -91644.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91660.539062 Penalty: 3502.421875
	Iteration 20F: 3 clusters Score -91660.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91673.812500 Penalty: 3502.421875
	Iteration 21Q: 3 clusters Score -91673.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91722.851562 Penalty: 3502.421875
	Iteration 22Q: 3 clusters Score -91722.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91793.914062 Penalty: 3502.421875
	Iteration 23Q: 3 clusters Score -91793.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91920.304688 Penalty: 3502.421875
	Iteration 24Q: 3 clusters Score -91920.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92013.242188 Penalty: 3502.421875
	Iteration 25Q: 3 clusters Score -92013.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92086.031250 Penalty: 3502.421875
	Iteration 26Q: 3 clusters Score -92086.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92138.234375 Penalty: 3502.421875
	Iteration 27Q: 3 clusters Score -92138.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92192.992188 Penalty: 3502.421875
	Iteration 28Q: 3 clusters Score -92192.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -92289.953125 Penalty: 3502.421875
	Iteration 29Q: 3 clusters Score -92289.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -92469.726562 Penalty: 3502.421875
	Iteration 30Q: 3 clusters Score -92469.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -92581.781250 Penalty: 3502.421875
	Iteration 31Q: 3 clusters Score -92581.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -92581.781250 Penalty: 3502.421875
	Iteration 32F: 3 clusters Score -92581.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 187018 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 436697 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 164499 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 58713 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 631 members 
Entering Unmasked Estep 
Score: -93622616.000000 Penalty: 89408.812500
Splitting cluster 25 changes total score from -93623496.000000 to -93622616.000000
So it's not getting split.
23->26 Clusters: Score -93623496.000000, best is -93631744.000000

Starting from 24 clusters...
--- Clustering full data set of 1051923 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 45461 members 
Mstep: Class 3 contains 45342 members 
Mstep: Class 4 contains 45116 members 
Mstep: Class 5 contains 45687 members 
Mstep: Class 6 contains 45492 members 
Mstep: Class 7 contains 46101 members 
Mstep: Class 8 contains 45649 members 
Mstep: Class 9 contains 45827 members 
Mstep: Class 10 contains 45911 members 
Mstep: Class 11 contains 45897 members 
Mstep: Class 12 contains 45770 members 
Mstep: Class 13 contains 45642 members 
Mstep: Class 14 contains 46083 members 
Mstep: Class 15 contains 45576 members 
Mstep: Class 16 contains 45990 members 
Mstep: Class 17 contains 46076 members 
Mstep: Class 18 contains 46011 members 
Mstep: Class 19 contains 46019 members 
Mstep: Class 20 contains 45603 members 
Mstep: Class 21 contains 45700 members 
Mstep: Class 22 contains 45440 members 
Mstep: Class 23 contains 45413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 254.290222 but Gain 3438.804688
Score: -87359976.000000 Penalty: 75653.609375
Iteration 0F: 23 clusters Score -8.735998e+07 nChanged 1002501
Entering Unmasked Mstep 
Mstep: Class 0 contains 6401 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 3 contains 25583 members 
Mstep: Class 4 contains 31606 members 
Mstep: Class 5 contains 13959 members 
Mstep: Class 6 contains 130607 members 
Mstep: Class 7 contains 12858 members 
Mstep: Class 8 contains 138133 members 
Mstep: Class 9 contains 50768 members 
Mstep: Class 10 contains 155395 members 
Mstep: Class 11 contains 9831 members 
Mstep: Class 12 contains 6969 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 78826 members 
Mstep: Class 15 contains 15804 members 
Mstep: Class 16 contains 10300 members 
Mstep: Class 17 contains 13676 members 
Mstep: Class 18 contains 33040 members 
Mstep: Class 19 contains 13778 members 
Mstep: Class 20 contains 10294 members 
Mstep: Class 21 contains 48278 members 
Mstep: Class 22 contains 37080 members 
Mstep: Class 23 contains 86547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91113648.000000 Penalty: 75653.609375
Iteration 1F: 23 clusters Score -9.111365e+07 nChanged 371583
Entering Unmasked Mstep 
Mstep: Class 0 contains 4989 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 3 contains 16674 members 
Mstep: Class 4 contains 20826 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 141079 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 157775 members 
Mstep: Class 9 contains 37313 members 
Mstep: Class 10 contains 256598 members 
Mstep: Class 11 contains 9116 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 60244 members 
Mstep: Class 15 contains 10253 members 
Mstep: Class 16 contains 4923 members 
Mstep: Class 17 contains 7505 members 
Mstep: Class 18 contains 38235 members 
Mstep: Class 19 contains 9263 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 22986 members 
Mstep: Class 23 contains 81357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91960952.000000 Penalty: 75653.609375
Iteration 2F: 23 clusters Score -9.196095e+07 nChanged 281898
Entering Unmasked Mstep 
Mstep: Class 0 contains 2524 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 3 contains 9080 members 
Mstep: Class 4 contains 14635 members 
Mstep: Class 5 contains 3240 members 
Mstep: Class 6 contains 136598 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 152293 members 
Mstep: Class 9 contains 23441 members 
Mstep: Class 10 contains 343227 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 18588 members 
Mstep: Class 13 contains 8767 members 
Mstep: Class 14 contains 51952 members 
Mstep: Class 15 contains 7717 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 5224 members 
Mstep: Class 18 contains 55817 members 
Mstep: Class 19 contains 7557 members 
Mstep: Class 20 contains 4770 members 
Mstep: Class 21 contains 18897 members 
Mstep: Class 22 contains 16518 members 
Mstep: Class 23 contains 64814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3027.326660 but Gain 3438.796875
Score: -92543960.000000 Penalty: 72214.812500
Iteration 3F: 22 clusters Score -9.254396e+07 nChanged 204149
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 3 contains 5287 members 
Mstep: Class 4 contains 11604 members 
Mstep: Class 5 contains 1460 members 
Mstep: Class 6 contains 127353 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 131801 members 
Mstep: Class 9 contains 14080 members 
Mstep: Class 10 contains 417353 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 26226 members 
Mstep: Class 13 contains 11342 members 
Mstep: Class 14 contains 54366 members 
Mstep: Class 15 contains 6150 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 18 contains 73933 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 21 contains 12967 members 
Mstep: Class 22 contains 13819 members 
Mstep: Class 23 contains 46722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92803360.000000 Penalty: 72214.812500
Iteration 4F: 22 clusters Score -9.280336e+07 nChanged 147837
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 10125 members 
Mstep: Class 5 contains 901 members 
Mstep: Class 6 contains 115892 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 8 contains 105146 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 484844 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 26864 members 
Mstep: Class 13 contains 13716 members 
Mstep: Class 14 contains 57796 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 85813 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 21 contains 8625 members 
Mstep: Class 22 contains 12699 members 
Mstep: Class 23 contains 32640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92939904.000000 Penalty: 72214.812500
Iteration 5F: 22 clusters Score -9.29399e+07 nChanged 116126
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 3 contains 3286 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 103603 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 78745 members 
Mstep: Class 9 contains 6183 members 
Mstep: Class 10 contains 543062 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 25138 members 
Mstep: Class 13 contains 17001 members 
Mstep: Class 14 contains 60048 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 93038 members 
Mstep: Class 19 contains 9714 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 12415 members 
Mstep: Class 23 contains 22963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93034808.000000 Penalty: 72214.812500
Iteration 6F: 22 clusters Score -9.303481e+07 nChanged 91875
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 844 members 
Mstep: Class 6 contains 91212 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 56504 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 589298 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 22630 members 
Mstep: Class 13 contains 20920 members 
Mstep: Class 14 contains 60723 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 2435 members 
Mstep: Class 18 contains 97585 members 
Mstep: Class 19 contains 11481 members 
Mstep: Class 21 contains 3953 members 
Mstep: Class 22 contains 12441 members 
Mstep: Class 23 contains 17084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93106688.000000 Penalty: 72214.812500
Iteration 7F: 22 clusters Score -9.310669e+07 nChanged 70799
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 3 contains 3168 members 
Mstep: Class 4 contains 9946 members 
Mstep: Class 5 contains 870 members 
Mstep: Class 6 contains 79065 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 40420 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 623179 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 20400 members 
Mstep: Class 13 contains 24764 members 
Mstep: Class 14 contains 60092 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 100455 members 
Mstep: Class 19 contains 13298 members 
Mstep: Class 21 contains 2817 members 
Mstep: Class 22 contains 12386 members 
Mstep: Class 23 contains 14206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93158624.000000 Penalty: 72214.812500
Iteration 8F: 22 clusters Score -9.315862e+07 nChanged 54043
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 10398 members 
Mstep: Class 5 contains 895 members 
Mstep: Class 6 contains 67800 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 29843 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 646828 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 19081 members 
Mstep: Class 13 contains 27771 members 
Mstep: Class 14 contains 58540 members 
Mstep: Class 15 contains 3831 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 102102 members 
Mstep: Class 19 contains 15058 members 
Mstep: Class 21 contains 2272 members 
Mstep: Class 22 contains 12247 members 
Mstep: Class 23 contains 13259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93193936.000000 Penalty: 72214.812500
Iteration 9F: 22 clusters Score -9.319394e+07 nChanged 41155
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 908 members 
Mstep: Class 6 contains 58210 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 23326 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 662764 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 18964 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 56380 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 103228 members 
Mstep: Class 19 contains 16759 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 12066 members 
Mstep: Class 23 contains 13098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3406.528076 but Gain 3438.804688
Score: -93219120.000000 Penalty: 68776.007812
Iteration 10Q: 21 clusters Score -9.321912e+07 nChanged 34802
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 4 contains 11556 members 
Mstep: Class 5 contains 914 members 
Mstep: Class 6 contains 50503 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 19279 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 674004 members 
Mstep: Class 11 contains 3235 members 
Mstep: Class 12 contains 21231 members 
Mstep: Class 13 contains 31207 members 
Mstep: Class 14 contains 54044 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 104251 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 11903 members 
Mstep: Class 23 contains 13380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93242952.000000 Penalty: 68776.007812
Iteration 11Q: 21 clusters Score -9.324295e+07 nChanged 27831
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 44437 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 16637 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 678575 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 25221 members 
Mstep: Class 13 contains 31868 members 
Mstep: Class 14 contains 51462 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 105333 members 
Mstep: Class 19 contains 20250 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 11690 members 
Mstep: Class 23 contains 13290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93258992.000000 Penalty: 68776.007812
Iteration 12Q: 21 clusters Score -9.325899e+07 nChanged 24244
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 4 contains 12677 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 39830 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 14769 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 679345 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 30560 members 
Mstep: Class 13 contains 32205 members 
Mstep: Class 14 contains 48898 members 
Mstep: Class 15 contains 3554 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 106484 members 
Mstep: Class 19 contains 21887 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 11638 members 
Mstep: Class 23 contains 13264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93272496.000000 Penalty: 68776.007812
Iteration 13Q: 21 clusters Score -9.32725e+07 nChanged 21377
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 4 contains 13073 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 36383 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 13248 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 677448 members 
Mstep: Class 11 contains 3281 members 
Mstep: Class 12 contains 36481 members 
Mstep: Class 13 contains 32432 members 
Mstep: Class 14 contains 46569 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 107818 members 
Mstep: Class 19 contains 23409 members 
Mstep: Class 21 contains 1890 members 
Mstep: Class 22 contains 11739 members 
Mstep: Class 23 contains 13299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93282888.000000 Penalty: 68776.007812
Iteration 14Q: 21 clusters Score -9.328289e+07 nChanged 19309
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 4 contains 13420 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 33920 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 673675 members 
Mstep: Class 11 contains 3285 members 
Mstep: Class 12 contains 42648 members 
Mstep: Class 13 contains 32614 members 
Mstep: Class 14 contains 44342 members 
Mstep: Class 15 contains 3483 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 109136 members 
Mstep: Class 19 contains 24925 members 
Mstep: Class 21 contains 1912 members 
Mstep: Class 22 contains 11967 members 
Mstep: Class 23 contains 13470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93291800.000000 Penalty: 68776.007812
Iteration 15Q: 21 clusters Score -9.32918e+07 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 4 contains 13701 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 31916 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 10918 members 
Mstep: Class 9 contains 2649 members 
Mstep: Class 10 contains 669090 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 48580 members 
Mstep: Class 13 contains 32794 members 
Mstep: Class 14 contains 42088 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 818 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 110653 members 
Mstep: Class 19 contains 26401 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 13710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93299240.000000 Penalty: 68776.007812
Iteration 16Q: 21 clusters Score -9.329924e+07 nChanged 16493
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 30403 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 664165 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 53963 members 
Mstep: Class 13 contains 32943 members 
Mstep: Class 14 contains 39935 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 818 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 18 contains 112274 members 
Mstep: Class 19 contains 27744 members 
Mstep: Class 21 contains 1965 members 
Mstep: Class 22 contains 12761 members 
Mstep: Class 23 contains 14129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93306720.000000 Penalty: 68776.007812
Iteration 17Q: 21 clusters Score -9.330672e+07 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 4 contains 14022 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 29371 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 9214 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 659382 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 58670 members 
Mstep: Class 13 contains 33102 members 
Mstep: Class 14 contains 37724 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 114124 members 
Mstep: Class 19 contains 28909 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 13239 members 
Mstep: Class 23 contains 14572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93313480.000000 Penalty: 68776.007812
Iteration 18Q: 21 clusters Score -9.331348e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 4 contains 14106 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 28489 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 8626 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 655011 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 62607 members 
Mstep: Class 13 contains 33237 members 
Mstep: Class 14 contains 35555 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 116090 members 
Mstep: Class 19 contains 29883 members 
Mstep: Class 21 contains 1953 members 
Mstep: Class 22 contains 13673 members 
Mstep: Class 23 contains 15056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93317736.000000 Penalty: 68776.007812
Iteration 19Q: 21 clusters Score -9.331774e+07 nChanged 12451
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 4 contains 14151 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 8188 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 651232 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 65598 members 
Mstep: Class 13 contains 33365 members 
Mstep: Class 14 contains 33389 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 118149 members 
Mstep: Class 19 contains 30672 members 
Mstep: Class 21 contains 1924 members 
Mstep: Class 22 contains 14119 members 
Mstep: Class 23 contains 15668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93327472.000000 Penalty: 68776.007812
Iteration 20F: 21 clusters Score -9.332747e+07 nChanged 17217
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 27110 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 8034 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 643181 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 73004 members 
Mstep: Class 13 contains 33465 members 
Mstep: Class 14 contains 31116 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 119783 members 
Mstep: Class 19 contains 31337 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 14451 members 
Mstep: Class 23 contains 16332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93338216.000000 Penalty: 68776.007812
Iteration 21Q: 21 clusters Score -9.333822e+07 nChanged 17838
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 4 contains 14222 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 26496 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 7965 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 634556 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 80430 members 
Mstep: Class 13 contains 33548 members 
Mstep: Class 14 contains 28955 members 
Mstep: Class 15 contains 3623 members 
Mstep: Class 16 contains 799 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 121623 members 
Mstep: Class 19 contains 31952 members 
Mstep: Class 21 contains 2779 members 
Mstep: Class 22 contains 14825 members 
Mstep: Class 23 contains 17055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93347656.000000 Penalty: 68776.007812
Iteration 22Q: 21 clusters Score -9.334766e+07 nChanged 17569
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 25959 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 8017 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 625726 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 87774 members 
Mstep: Class 13 contains 33630 members 
Mstep: Class 14 contains 26757 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 792 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 123731 members 
Mstep: Class 19 contains 32440 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 15157 members 
Mstep: Class 23 contains 17848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93355184.000000 Penalty: 68776.007812
Iteration 23Q: 21 clusters Score -9.335518e+07 nChanged 16983
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 25510 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 616711 members 
Mstep: Class 11 contains 3308 members 
Mstep: Class 12 contains 95018 members 
Mstep: Class 13 contains 33704 members 
Mstep: Class 14 contains 24507 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 788 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 126126 members 
Mstep: Class 19 contains 32971 members 
Mstep: Class 21 contains 3432 members 
Mstep: Class 22 contains 15445 members 
Mstep: Class 23 contains 18723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93361848.000000 Penalty: 68776.007812
Iteration 24Q: 21 clusters Score -9.336185e+07 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 920 members 
Mstep: Class 6 contains 25065 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 8256 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 607724 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 102208 members 
Mstep: Class 13 contains 33782 members 
Mstep: Class 14 contains 22309 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 16 contains 784 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 128534 members 
Mstep: Class 19 contains 33575 members 
Mstep: Class 21 contains 3595 members 
Mstep: Class 22 contains 15692 members 
Mstep: Class 23 contains 19519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93367872.000000 Penalty: 68776.007812
Iteration 25Q: 21 clusters Score -9.336787e+07 nChanged 15697
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 4 contains 13975 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 24632 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 8352 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 598796 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 109370 members 
Mstep: Class 13 contains 33835 members 
Mstep: Class 14 contains 20095 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 779 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 18 contains 131051 members 
Mstep: Class 19 contains 34229 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 15958 members 
Mstep: Class 23 contains 20262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93374152.000000 Penalty: 68776.007812
Iteration 26Q: 21 clusters Score -9.337415e+07 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 24179 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 589847 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 116489 members 
Mstep: Class 13 contains 33887 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 133662 members 
Mstep: Class 19 contains 34945 members 
Mstep: Class 21 contains 3814 members 
Mstep: Class 22 contains 16211 members 
Mstep: Class 23 contains 20969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93379952.000000 Penalty: 68776.007812
Iteration 27Q: 21 clusters Score -9.337995e+07 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 4 contains 13854 members 
Mstep: Class 5 contains 920 members 
Mstep: Class 6 contains 23794 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 8502 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 580720 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 123638 members 
Mstep: Class 13 contains 33932 members 
Mstep: Class 14 contains 15860 members 
Mstep: Class 15 contains 3841 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 2291 members 
Mstep: Class 18 contains 136205 members 
Mstep: Class 19 contains 35703 members 
Mstep: Class 21 contains 3868 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 21592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93385328.000000 Penalty: 68776.007812
Iteration 28Q: 21 clusters Score -9.338533e+07 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 4 contains 13803 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 23426 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 571654 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 130576 members 
Mstep: Class 13 contains 33973 members 
Mstep: Class 14 contains 13985 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 138757 members 
Mstep: Class 19 contains 36464 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 16770 members 
Mstep: Class 23 contains 22153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93390416.000000 Penalty: 68776.007812
Iteration 29Q: 21 clusters Score -9.339042e+07 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 4 contains 13748 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8630 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 562471 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 137491 members 
Mstep: Class 13 contains 34006 members 
Mstep: Class 14 contains 12271 members 
Mstep: Class 15 contains 3877 members 
Mstep: Class 16 contains 772 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 141213 members 
Mstep: Class 19 contains 37232 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 17008 members 
Mstep: Class 23 contains 22670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93396808.000000 Penalty: 68776.007812
Iteration 30Q: 21 clusters Score -9.339681e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 4 contains 13694 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 22950 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8634 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 552879 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 144555 members 
Mstep: Class 13 contains 34037 members 
Mstep: Class 14 contains 10699 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 143634 members 
Mstep: Class 19 contains 38045 members 
Mstep: Class 21 contains 3969 members 
Mstep: Class 22 contains 17184 members 
Mstep: Class 23 contains 23191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93403456.000000 Penalty: 68776.007812
Iteration 31Q: 21 clusters Score -9.340346e+07 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 4 contains 13633 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 22809 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8627 members 
Mstep: Class 9 contains 3935 members 
Mstep: Class 10 contains 542659 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 151927 members 
Mstep: Class 13 contains 34058 members 
Mstep: Class 14 contains 9298 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 18 contains 145932 members 
Mstep: Class 19 contains 38979 members 
Mstep: Class 21 contains 3999 members 
Mstep: Class 22 contains 17290 members 
Mstep: Class 23 contains 23727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93411432.000000 Penalty: 68776.007812
Iteration 32Q: 21 clusters Score -9.341143e+07 nChanged 15888
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 22699 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 531659 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 159447 members 
Mstep: Class 13 contains 34080 members 
Mstep: Class 14 contains 8106 members 
Mstep: Class 15 contains 4155 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 2294 members 
Mstep: Class 18 contains 148155 members 
Mstep: Class 19 contains 40168 members 
Mstep: Class 21 contains 4055 members 
Mstep: Class 22 contains 17341 members 
Mstep: Class 23 contains 24239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93420800.000000 Penalty: 68776.007812
Iteration 33Q: 21 clusters Score -9.34208e+07 nChanged 16681
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 4 contains 13559 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 22632 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8552 members 
Mstep: Class 9 contains 5731 members 
Mstep: Class 10 contains 519955 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 166554 members 
Mstep: Class 13 contains 34094 members 
Mstep: Class 14 contains 7029 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 2295 members 
Mstep: Class 18 contains 150387 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 17393 members 
Mstep: Class 23 contains 24711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93432584.000000 Penalty: 68776.007812
Iteration 34Q: 21 clusters Score -9.343258e+07 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 4 contains 13568 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 22609 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8479 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 507660 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 172462 members 
Mstep: Class 13 contains 34114 members 
Mstep: Class 14 contains 6112 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 2300 members 
Mstep: Class 18 contains 152591 members 
Mstep: Class 19 contains 44018 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 17477 members 
Mstep: Class 23 contains 25232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93450552.000000 Penalty: 68776.007812
Iteration 35Q: 21 clusters Score -9.345055e+07 nChanged 19530
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 4 contains 13564 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 22679 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8369 members 
Mstep: Class 9 contains 10773 members 
Mstep: Class 10 contains 494487 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 177558 members 
Mstep: Class 13 contains 34139 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 4740 members 
Mstep: Class 16 contains 772 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 154854 members 
Mstep: Class 19 contains 46583 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 17557 members 
Mstep: Class 23 contains 25804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93477336.000000 Penalty: 68776.007812
Iteration 36Q: 21 clusters Score -9.347734e+07 nChanged 20879
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 22808 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 14382 members 
Mstep: Class 10 contains 481140 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 182104 members 
Mstep: Class 13 contains 34167 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 772 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 157329 members 
Mstep: Class 19 contains 48725 members 
Mstep: Class 21 contains 4164 members 
Mstep: Class 22 contains 17659 members 
Mstep: Class 23 contains 26484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93508928.000000 Penalty: 68776.007812
Iteration 37Q: 21 clusters Score -9.350893e+07 nChanged 20708
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 4 contains 13610 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 23008 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 7985 members 
Mstep: Class 9 contains 17595 members 
Mstep: Class 10 contains 469194 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 186338 members 
Mstep: Class 13 contains 34182 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 772 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 159765 members 
Mstep: Class 19 contains 50065 members 
Mstep: Class 21 contains 4206 members 
Mstep: Class 22 contains 17765 members 
Mstep: Class 23 contains 27141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93539360.000000 Penalty: 68776.007812
Iteration 38Q: 21 clusters Score -9.353936e+07 nChanged 18866
Entering ConstructFrom: 
Score: -93539360.000000 Penalty: 68776.007812
Entering ConstructFrom: 
Trying to split cluster 1 (21267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Entering Unmasked Estep 
Score: -1832448.125000 Penalty: 2471.298096
	Iteration 0F: 2 clusters Score -1832448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1817526.750000 Penalty: 4942.596191
	Iteration 0F: 3 clusters Score -1817527 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1823078.875000 Penalty: 4942.596191
	Iteration 1F: 3 clusters Score -1823079 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1824083.500000 Penalty: 4942.596191
	Iteration 2F: 3 clusters Score -1824084 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1825277.000000 Penalty: 4942.596191
	Iteration 3F: 3 clusters Score -1825277 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1826600.000000 Penalty: 4942.596191
	Iteration 4F: 3 clusters Score -1826600 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1827879.625000 Penalty: 4942.596191
	Iteration 5F: 3 clusters Score -1827880 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1828957.125000 Penalty: 4942.596191
	Iteration 6F: 3 clusters Score -1828957 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1829826.750000 Penalty: 4942.596191
	Iteration 7F: 3 clusters Score -1829827 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1830487.250000 Penalty: 4942.596191
	Iteration 8Q: 3 clusters Score -1830487 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1830970.250000 Penalty: 4942.596191
	Iteration 9Q: 3 clusters Score -1830970 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1831364.375000 Penalty: 4942.596191
	Iteration 10Q: 3 clusters Score -1831364 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1831670.250000 Penalty: 4942.596191
	Iteration 11Q: 3 clusters Score -1831670 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1831875.375000 Penalty: 4942.596191
	Iteration 12Q: 3 clusters Score -1831875 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1832024.500000 Penalty: 4942.596191
	Iteration 13Q: 3 clusters Score -1832024 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1832122.625000 Penalty: 4942.596191
	Iteration 14Q: 3 clusters Score -1832123 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1832192.750000 Penalty: 4942.596191
	Iteration 15Q: 3 clusters Score -1832193 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1832230.875000 Penalty: 4942.596191
	Iteration 16Q: 3 clusters Score -1832231 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1832257.250000 Penalty: 4942.596191
	Iteration 17Q: 3 clusters Score -1832257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1832271.125000 Penalty: 4942.596191
	Iteration 18Q: 3 clusters Score -1832271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1832290.875000 Penalty: 4942.596191
	Iteration 19Q: 3 clusters Score -1832291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1832312.875000 Penalty: 4942.596191
	Iteration 20F: 3 clusters Score -1832313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1832318.625000 Penalty: 4942.596191
	Iteration 21Q: 3 clusters Score -1832319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1832326.875000 Penalty: 4942.596191
	Iteration 22Q: 3 clusters Score -1832327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1832328.250000 Penalty: 4942.596191
	Iteration 23Q: 3 clusters Score -1832328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1832332.875000 Penalty: 4942.596191
	Iteration 24Q: 3 clusters Score -1832333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1832334.375000 Penalty: 4942.596191
	Iteration 25Q: 3 clusters Score -1832334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1832337.375000 Penalty: 4942.596191
	Iteration 26Q: 3 clusters Score -1832337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1832345.375000 Penalty: 4942.596191
	Iteration 27Q: 3 clusters Score -1832345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1832344.375000 Penalty: 4942.596191
	Iteration 28Q: 3 clusters Score -1832344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1832345.000000 Penalty: 4942.596191
	Iteration 29Q: 3 clusters Score -1832345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1832348.500000 Penalty: 4942.596191
	Iteration 30Q: 3 clusters Score -1832348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1832352.625000 Penalty: 4942.596191
	Iteration 31Q: 3 clusters Score -1832353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1832351.375000 Penalty: 4942.596191
	Iteration 32Q: 3 clusters Score -1832351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1832353.500000 Penalty: 4942.596191
	Iteration 33Q: 3 clusters Score -1832354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1832352.750000 Penalty: 4942.596191
	Iteration 34Q: 3 clusters Score -1832353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1832352.250000 Penalty: 4942.596191
	Iteration 35Q: 3 clusters Score -1832352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1832353.500000 Penalty: 4942.596191
	Iteration 36Q: 3 clusters Score -1832354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1832354.375000 Penalty: 4942.596191
	Iteration 37Q: 3 clusters Score -1832354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1832357.500000 Penalty: 4942.596191
	Iteration 38Q: 3 clusters Score -1832358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1832355.750000 Penalty: 4942.596191
	Iteration 39Q: 3 clusters Score -1832356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1832354.000000 Penalty: 4942.596191
	Iteration 40F: 3 clusters Score -1832354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1832356.125000 Penalty: 4942.596191
	Iteration 41Q: 3 clusters Score -1832356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1832356.625000 Penalty: 4942.596191
	Iteration 42Q: 3 clusters Score -1832357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1832360.625000 Penalty: 4942.596191
	Iteration 43Q: 3 clusters Score -1832361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -1832356.375000 Penalty: 4942.596191
	Iteration 44Q: 3 clusters Score -1832356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1832358.125000 Penalty: 4942.596191
	Iteration 45Q: 3 clusters Score -1832358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1832359.375000 Penalty: 4942.596191
	Iteration 46Q: 3 clusters Score -1832359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1832359.375000 Penalty: 4942.596191
	Iteration 47F: 3 clusters Score -1832359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Entering Unmasked Estep 
Score: -1225426.750000 Penalty: 2361.730225
	Iteration 0F: 2 clusters Score -1225427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1215365.625000 Penalty: 4723.460449
	Iteration 0F: 3 clusters Score -1215366 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1218820.625000 Penalty: 4723.460449
	Iteration 1F: 3 clusters Score -1218821 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1219397.000000 Penalty: 4723.460449
	Iteration 2F: 3 clusters Score -1219397 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1220067.375000 Penalty: 4723.460449
	Iteration 3F: 3 clusters Score -1220067 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1220818.000000 Penalty: 4723.460449
	Iteration 4F: 3 clusters Score -1220818 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1221466.875000 Penalty: 4723.460449
	Iteration 5F: 3 clusters Score -1221467 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1222004.250000 Penalty: 4723.460449
	Iteration 6F: 3 clusters Score -1222004 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1222399.000000 Penalty: 4723.460449
	Iteration 7F: 3 clusters Score -1222399 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1222654.750000 Penalty: 4723.460449
	Iteration 8Q: 3 clusters Score -1222655 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1222827.750000 Penalty: 4723.460449
	Iteration 9Q: 3 clusters Score -1222828 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1222963.625000 Penalty: 4723.460449
	Iteration 10Q: 3 clusters Score -1222964 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1223089.000000 Penalty: 4723.460449
	Iteration 11Q: 3 clusters Score -1223089 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1223235.000000 Penalty: 4723.460449
	Iteration 12Q: 3 clusters Score -1223235 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1223391.375000 Penalty: 4723.460449
	Iteration 13Q: 3 clusters Score -1223391 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1223512.500000 Penalty: 4723.460449
	Iteration 14Q: 3 clusters Score -1223512 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1223632.125000 Penalty: 4723.460449
	Iteration 15Q: 3 clusters Score -1223632 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1223736.625000 Penalty: 4723.460449
	Iteration 16Q: 3 clusters Score -1223737 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1223817.875000 Penalty: 4723.460449
	Iteration 17Q: 3 clusters Score -1223818 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1223886.875000 Penalty: 4723.460449
	Iteration 18Q: 3 clusters Score -1223887 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1223937.875000 Penalty: 4723.460449
	Iteration 19Q: 3 clusters Score -1223938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1223981.875000 Penalty: 4723.460449
	Iteration 20F: 3 clusters Score -1223982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1224020.125000 Penalty: 4723.460449
	Iteration 21Q: 3 clusters Score -1224020 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1224059.750000 Penalty: 4723.460449
	Iteration 22Q: 3 clusters Score -1224060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1224101.875000 Penalty: 4723.460449
	Iteration 23Q: 3 clusters Score -1224102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1224133.750000 Penalty: 4723.460449
	Iteration 24Q: 3 clusters Score -1224134 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1224169.125000 Penalty: 4723.460449
	Iteration 25Q: 3 clusters Score -1224169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1224185.750000 Penalty: 4723.460449
	Iteration 26Q: 3 clusters Score -1224186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1224204.625000 Penalty: 4723.460449
	Iteration 27Q: 3 clusters Score -1224205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1224218.250000 Penalty: 4723.460449
	Iteration 28Q: 3 clusters Score -1224218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1224223.000000 Penalty: 4723.460449
	Iteration 29Q: 3 clusters Score -1224223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1224225.125000 Penalty: 4723.460449
	Iteration 30Q: 3 clusters Score -1224225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1224225.125000 Penalty: 4723.460449
	Iteration 31Q: 3 clusters Score -1224225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1224229.250000 Penalty: 4723.460449
	Iteration 32Q: 3 clusters Score -1224229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1224233.125000 Penalty: 4723.460449
	Iteration 33Q: 3 clusters Score -1224233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1224231.625000 Penalty: 4723.460449
	Iteration 34Q: 3 clusters Score -1224232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1224236.375000 Penalty: 4723.460449
	Iteration 35Q: 3 clusters Score -1224236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1224239.250000 Penalty: 4723.460449
	Iteration 36Q: 3 clusters Score -1224239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1224241.000000 Penalty: 4723.460449
	Iteration 37Q: 3 clusters Score -1224241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1224244.000000 Penalty: 4723.460449
	Iteration 38Q: 3 clusters Score -1224244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1224244.000000 Penalty: 4723.460449
	Iteration 39Q: 3 clusters Score -1224244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1224252.375000 Penalty: 4723.460449
	Iteration 40F: 3 clusters Score -1224252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1224256.375000 Penalty: 4723.460449
	Iteration 41Q: 3 clusters Score -1224256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1224256.250000 Penalty: 4723.460449
	Iteration 42Q: 3 clusters Score -1224256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1224263.250000 Penalty: 4723.460449
	Iteration 43Q: 3 clusters Score -1224263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1224261.375000 Penalty: 4723.460449
	Iteration 44Q: 3 clusters Score -1224261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1224266.750000 Penalty: 4723.460449
	Iteration 45Q: 3 clusters Score -1224267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1224268.000000 Penalty: 4723.460449
	Iteration 46Q: 3 clusters Score -1224268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1224270.625000 Penalty: 4723.460449
	Iteration 47Q: 3 clusters Score -1224271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1224273.500000 Penalty: 4723.460449
	Iteration 48Q: 3 clusters Score -1224274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1224277.625000 Penalty: 4723.460449
	Iteration 49Q: 3 clusters Score -1224278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1224278.375000 Penalty: 4723.460449
	Iteration 50Q: 3 clusters Score -1224278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1224281.500000 Penalty: 4723.460449
	Iteration 51Q: 3 clusters Score -1224282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1224279.250000 Penalty: 4723.460449
	Iteration 52Q: 3 clusters Score -1224279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1224281.375000 Penalty: 4723.460449
	Iteration 53Q: 3 clusters Score -1224281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1224282.125000 Penalty: 4723.460449
	Iteration 54Q: 3 clusters Score -1224282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1224283.500000 Penalty: 4723.460449
	Iteration 55Q: 3 clusters Score -1224284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1224288.125000 Penalty: 4723.460449
	Iteration 56Q: 3 clusters Score -1224288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1224288.625000 Penalty: 4723.460449
	Iteration 57Q: 3 clusters Score -1224289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1224288.250000 Penalty: 4723.460449
	Iteration 58Q: 3 clusters Score -1224288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1224290.750000 Penalty: 4723.460449
	Iteration 59Q: 3 clusters Score -1224291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1224292.125000 Penalty: 4723.460449
	Iteration 60F: 3 clusters Score -1224292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1224293.375000 Penalty: 4723.460449
	Iteration 61Q: 3 clusters Score -1224293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1224294.125000 Penalty: 4723.460449
	Iteration 62Q: 3 clusters Score -1224294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1224297.375000 Penalty: 4723.460449
	Iteration 63Q: 3 clusters Score -1224297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1224299.875000 Penalty: 4723.460449
	Iteration 64Q: 3 clusters Score -1224300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1224300.125000 Penalty: 4723.460449
	Iteration 65Q: 3 clusters Score -1224300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1224305.750000 Penalty: 4723.460449
	Iteration 66Q: 3 clusters Score -1224306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1224305.375000 Penalty: 4723.460449
	Iteration 67Q: 3 clusters Score -1224305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1224306.625000 Penalty: 4723.460449
	Iteration 68Q: 3 clusters Score -1224307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1224314.250000 Penalty: 4723.460449
	Iteration 69Q: 3 clusters Score -1224314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1224313.250000 Penalty: 4723.460449
	Iteration 70Q: 3 clusters Score -1224313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1224319.250000 Penalty: 4723.460449
	Iteration 71Q: 3 clusters Score -1224319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1224322.125000 Penalty: 4723.460449
	Iteration 72Q: 3 clusters Score -1224322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1224326.000000 Penalty: 4723.460449
	Iteration 73Q: 3 clusters Score -1224326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1224328.875000 Penalty: 4723.460449
	Iteration 74Q: 3 clusters Score -1224329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1224332.875000 Penalty: 4723.460449
	Iteration 75Q: 3 clusters Score -1224333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1224332.750000 Penalty: 4723.460449
	Iteration 76Q: 3 clusters Score -1224333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1224336.125000 Penalty: 4723.460449
	Iteration 77Q: 3 clusters Score -1224336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1224333.875000 Penalty: 4723.460449
	Iteration 78Q: 3 clusters Score -1224334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1224334.250000 Penalty: 4723.460449
	Iteration 79Q: 3 clusters Score -1224334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1224337.125000 Penalty: 4723.460449
	Iteration 80F: 3 clusters Score -1224337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1224335.375000 Penalty: 4723.460449
	Iteration 81Q: 3 clusters Score -1224335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1224337.500000 Penalty: 4723.460449
	Iteration 82Q: 3 clusters Score -1224338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1224338.375000 Penalty: 4723.460449
	Iteration 83Q: 3 clusters Score -1224338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1224339.375000 Penalty: 4723.460449
	Iteration 84Q: 3 clusters Score -1224339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1224339.500000 Penalty: 4723.460449
	Iteration 85Q: 3 clusters Score -1224340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1224340.625000 Penalty: 4723.460449
	Iteration 86Q: 3 clusters Score -1224341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1224340.625000 Penalty: 4723.460449
	Iteration 87Q: 3 clusters Score -1224341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1224342.000000 Penalty: 4723.460449
	Iteration 88Q: 3 clusters Score -1224342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1224342.375000 Penalty: 4723.460449
	Iteration 89Q: 3 clusters Score -1224342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1224341.125000 Penalty: 4723.460449
	Iteration 90Q: 3 clusters Score -1224341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1224342.000000 Penalty: 4723.460449
	Iteration 91Q: 3 clusters Score -1224342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1224343.000000 Penalty: 4723.460449
	Iteration 92Q: 3 clusters Score -1224343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1224344.375000 Penalty: 4723.460449
	Iteration 93Q: 3 clusters Score -1224344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1224343.750000 Penalty: 4723.460449
	Iteration 94Q: 3 clusters Score -1224344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1224343.375000 Penalty: 4723.460449
	Iteration 95Q: 3 clusters Score -1224343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1224342.250000 Penalty: 4723.460449
	Iteration 96Q: 3 clusters Score -1224342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1224341.500000 Penalty: 4723.460449
	Iteration 97Q: 3 clusters Score -1224342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1224343.875000 Penalty: 4723.460449
	Iteration 98Q: 3 clusters Score -1224344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1224343.875000 Penalty: 4723.460449
	Iteration 99F: 3 clusters Score -1224344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -72415.679688 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -72415.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70615.296875 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -70615.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71208.531250 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -71208.53 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71695.460938 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -71695.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71912.898438 Penalty: 3385.428223
	Iteration 3F: 3 clusters Score -71912.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72000.281250 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -72000.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72056.265625 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -72056.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -72095.000000 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -72095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72128.976562 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -72128.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72172.109375 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -72172.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -72206.179688 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -72206.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -72229.007812 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -72229.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72250.875000 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -72250.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72263.960938 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -72263.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72288.851562 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -72288.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72329.914062 Penalty: 3385.428223
	Iteration 14Q: 3 clusters Score -72329.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72428.406250 Penalty: 3385.428223
	Iteration 15Q: 3 clusters Score -72428.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72655.695312 Penalty: 3385.428223
	Iteration 16Q: 3 clusters Score -72655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72743.125000 Penalty: 3385.428223
	Iteration 17Q: 3 clusters Score -72743.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72753.195312 Penalty: 3385.428223
	Iteration 18Q: 3 clusters Score -72753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72754.750000 Penalty: 3385.428223
	Iteration 19Q: 3 clusters Score -72754.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72754.750000 Penalty: 3385.428223
	Iteration 20F: 3 clusters Score -72754.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 459642 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 190012 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 161739 members 
Mstep: Class 19 contains 50369 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 27824 members 
Entering Unmasked Estep 
Score: -93546424.000000 Penalty: 72214.812500
Splitting cluster 5 changes total score from -93539360.000000 to -93546424.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (23304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Entering Unmasked Estep 
Score: -2068016.750000 Penalty: 2493.982422
	Iteration 0F: 2 clusters Score -2068017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2051787.000000 Penalty: 4987.964844
	Iteration 0F: 3 clusters Score -2051787 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2057367.500000 Penalty: 4987.964844
	Iteration 1F: 3 clusters Score -2057368 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2057787.375000 Penalty: 4987.964844
	Iteration 2F: 3 clusters Score -2057787 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2058114.750000 Penalty: 4987.964844
	Iteration 3Q: 3 clusters Score -2058115 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2058377.250000 Penalty: 4987.964844
	Iteration 4Q: 3 clusters Score -2058377 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2058645.750000 Penalty: 4987.964844
	Iteration 5Q: 3 clusters Score -2058646 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2058927.000000 Penalty: 4987.964844
	Iteration 6Q: 3 clusters Score -2058927 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2059282.500000 Penalty: 4987.964844
	Iteration 7Q: 3 clusters Score -2059282 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2059713.000000 Penalty: 4987.964844
	Iteration 8Q: 3 clusters Score -2059713 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2060233.750000 Penalty: 4987.964844
	Iteration 9Q: 3 clusters Score -2060234 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2060976.750000 Penalty: 4987.964844
	Iteration 10Q: 3 clusters Score -2060977 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2061895.875000 Penalty: 4987.964844
	Iteration 11F: 3 clusters Score -2061896 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2062815.625000 Penalty: 4987.964844
	Iteration 12Q: 3 clusters Score -2062816 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2063580.875000 Penalty: 4987.964844
	Iteration 13Q: 3 clusters Score -2063581 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2064071.375000 Penalty: 4987.964844
	Iteration 14Q: 3 clusters Score -2064071 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2064395.625000 Penalty: 4987.964844
	Iteration 15Q: 3 clusters Score -2064396 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2064631.000000 Penalty: 4987.964844
	Iteration 16Q: 3 clusters Score -2064631 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2064798.750000 Penalty: 4987.964844
	Iteration 17Q: 3 clusters Score -2064799 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2064912.750000 Penalty: 4987.964844
	Iteration 18Q: 3 clusters Score -2064913 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2064997.750000 Penalty: 4987.964844
	Iteration 19Q: 3 clusters Score -2064998 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2065080.625000 Penalty: 4987.964844
	Iteration 20F: 3 clusters Score -2065081 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2065169.750000 Penalty: 4987.964844
	Iteration 21Q: 3 clusters Score -2065170 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2065218.625000 Penalty: 4987.964844
	Iteration 22Q: 3 clusters Score -2065219 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2065269.000000 Penalty: 4987.964844
	Iteration 23Q: 3 clusters Score -2065269 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2065311.000000 Penalty: 4987.964844
	Iteration 24Q: 3 clusters Score -2065311 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2065356.125000 Penalty: 4987.964844
	Iteration 25Q: 3 clusters Score -2065356 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2065401.875000 Penalty: 4987.964844
	Iteration 26Q: 3 clusters Score -2065402 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2065461.000000 Penalty: 4987.964844
	Iteration 27Q: 3 clusters Score -2065461 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2065518.625000 Penalty: 4987.964844
	Iteration 28Q: 3 clusters Score -2065519 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2065561.125000 Penalty: 4987.964844
	Iteration 29Q: 3 clusters Score -2065561 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2065609.125000 Penalty: 4987.964844
	Iteration 30Q: 3 clusters Score -2065609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2065651.000000 Penalty: 4987.964844
	Iteration 31Q: 3 clusters Score -2065651 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2065702.375000 Penalty: 4987.964844
	Iteration 32Q: 3 clusters Score -2065702 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2065739.250000 Penalty: 4987.964844
	Iteration 33Q: 3 clusters Score -2065739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2065771.875000 Penalty: 4987.964844
	Iteration 34Q: 3 clusters Score -2065772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2065800.250000 Penalty: 4987.964844
	Iteration 35Q: 3 clusters Score -2065800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2065825.625000 Penalty: 4987.964844
	Iteration 36Q: 3 clusters Score -2065826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2065851.000000 Penalty: 4987.964844
	Iteration 37Q: 3 clusters Score -2065851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2065876.000000 Penalty: 4987.964844
	Iteration 38Q: 3 clusters Score -2065876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2065890.750000 Penalty: 4987.964844
	Iteration 39Q: 3 clusters Score -2065891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2065910.625000 Penalty: 4987.964844
	Iteration 40F: 3 clusters Score -2065911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2065920.750000 Penalty: 4987.964844
	Iteration 41Q: 3 clusters Score -2065921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2065934.750000 Penalty: 4987.964844
	Iteration 42Q: 3 clusters Score -2065935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2065942.375000 Penalty: 4987.964844
	Iteration 43Q: 3 clusters Score -2065942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2065949.500000 Penalty: 4987.964844
	Iteration 44Q: 3 clusters Score -2065950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2065957.750000 Penalty: 4987.964844
	Iteration 45Q: 3 clusters Score -2065958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2065968.000000 Penalty: 4987.964844
	Iteration 46Q: 3 clusters Score -2065968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2065975.125000 Penalty: 4987.964844
	Iteration 47Q: 3 clusters Score -2065975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2065980.750000 Penalty: 4987.964844
	Iteration 48Q: 3 clusters Score -2065981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2065985.750000 Penalty: 4987.964844
	Iteration 49Q: 3 clusters Score -2065986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2065986.000000 Penalty: 4987.964844
	Iteration 50Q: 3 clusters Score -2065986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2065986.250000 Penalty: 4987.964844
	Iteration 51Q: 3 clusters Score -2065986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2065987.750000 Penalty: 4987.964844
	Iteration 52Q: 3 clusters Score -2065988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2065984.250000 Penalty: 4987.964844
	Iteration 53Q: 3 clusters Score -2065984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2065986.750000 Penalty: 4987.964844
	Iteration 54Q: 3 clusters Score -2065987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2065989.375000 Penalty: 4987.964844
	Iteration 55Q: 3 clusters Score -2065989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2065992.125000 Penalty: 4987.964844
	Iteration 56Q: 3 clusters Score -2065992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2065992.375000 Penalty: 4987.964844
	Iteration 57Q: 3 clusters Score -2065992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2065999.125000 Penalty: 4987.964844
	Iteration 58Q: 3 clusters Score -2065999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2065999.500000 Penalty: 4987.964844
	Iteration 59Q: 3 clusters Score -2066000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2066000.375000 Penalty: 4987.964844
	Iteration 60F: 3 clusters Score -2066000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2066003.375000 Penalty: 4987.964844
	Iteration 61Q: 3 clusters Score -2066003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2066000.250000 Penalty: 4987.964844
	Iteration 62Q: 3 clusters Score -2066000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2066002.250000 Penalty: 4987.964844
	Iteration 63Q: 3 clusters Score -2066002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2066003.000000 Penalty: 4987.964844
	Iteration 64Q: 3 clusters Score -2066003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2066000.625000 Penalty: 4987.964844
	Iteration 65Q: 3 clusters Score -2066001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2066004.500000 Penalty: 4987.964844
	Iteration 66Q: 3 clusters Score -2066004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2066003.875000 Penalty: 4987.964844
	Iteration 67Q: 3 clusters Score -2066004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2066006.000000 Penalty: 4987.964844
	Iteration 68Q: 3 clusters Score -2066006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2066005.500000 Penalty: 4987.964844
	Iteration 69Q: 3 clusters Score -2066006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2066006.750000 Penalty: 4987.964844
	Iteration 70Q: 3 clusters Score -2066007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2066007.125000 Penalty: 4987.964844
	Iteration 71Q: 3 clusters Score -2066007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2066009.750000 Penalty: 4987.964844
	Iteration 72Q: 3 clusters Score -2066010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2066012.625000 Penalty: 4987.964844
	Iteration 73Q: 3 clusters Score -2066013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2066012.375000 Penalty: 4987.964844
	Iteration 74Q: 3 clusters Score -2066012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2066012.750000 Penalty: 4987.964844
	Iteration 75Q: 3 clusters Score -2066013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2066011.250000 Penalty: 4987.964844
	Iteration 76Q: 3 clusters Score -2066011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2066013.500000 Penalty: 4987.964844
	Iteration 77Q: 3 clusters Score -2066014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2066015.875000 Penalty: 4987.964844
	Iteration 78Q: 3 clusters Score -2066016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2066015.500000 Penalty: 4987.964844
	Iteration 79Q: 3 clusters Score -2066016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2066015.375000 Penalty: 4987.964844
	Iteration 80F: 3 clusters Score -2066015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2066014.875000 Penalty: 4987.964844
	Iteration 81Q: 3 clusters Score -2066015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2066014.875000 Penalty: 4987.964844
	Iteration 82F: 3 clusters Score -2066015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -246932.140625 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -246932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -243680.046875 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -243680 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -244939.640625 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -244939.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -246416.578125 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -246416.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -247400.562500 Penalty: 3989.498047
	Iteration 3F: 3 clusters Score -247400.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -247675.828125 Penalty: 3989.498047
	Iteration 4F: 3 clusters Score -247675.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -247841.500000 Penalty: 3989.498047
	Iteration 5Q: 3 clusters Score -247841.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -248064.187500 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -248064.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -248513.546875 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -248513.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -249067.921875 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -249067.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -249812.296875 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -249812.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -250115.000000 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -250115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -250170.296875 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -250170.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -250197.296875 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -250197.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -250220.078125 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -250220.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -250254.937500 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -250254.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250313.125000 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -250313.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -250379.546875 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -250379.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -250422.562500 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -250422.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -250454.734375 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -250454.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -250479.531250 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -250479.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -250494.421875 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -250494.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -250502.375000 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -250502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -250508.906250 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -250508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -250515.062500 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -250515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -250518.765625 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -250518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -250521.281250 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -250521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -250527.125000 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -250527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -250531.593750 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -250531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -250535.437500 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -250535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -250538.406250 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -250538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -250539.421875 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -250539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -250540.093750 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -250540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -250541.000000 Penalty: 3989.498047
	Iteration 32Q: 3 clusters Score -250541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -250541.000000 Penalty: 3989.498047
	Iteration 33F: 3 clusters Score -250541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 459642 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 190012 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 161739 members 
Mstep: Class 19 contains 50369 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 27824 members 
Entering Unmasked Estep 
Score: -93548592.000000 Penalty: 75653.609375
Splitting cluster 7 changes total score from -93539360.000000 to -93548592.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (7746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Entering Unmasked Estep 
Score: -678123.812500 Penalty: 2220.823242
	Iteration 0F: 2 clusters Score -678123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -671800.500000 Penalty: 4441.646484
	Iteration 0F: 3 clusters Score -671800.5 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -673467.062500 Penalty: 4441.646484
	Iteration 1F: 3 clusters Score -673467.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -673752.312500 Penalty: 4441.646484
	Iteration 2F: 3 clusters Score -673752.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -673936.375000 Penalty: 4441.646484
	Iteration 3F: 3 clusters Score -673936.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -674086.312500 Penalty: 4441.646484
	Iteration 4Q: 3 clusters Score -674086.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -674230.812500 Penalty: 4441.646484
	Iteration 5Q: 3 clusters Score -674230.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -674363.375000 Penalty: 4441.646484
	Iteration 6Q: 3 clusters Score -674363.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -674469.875000 Penalty: 4441.646484
	Iteration 7Q: 3 clusters Score -674469.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -674583.375000 Penalty: 4441.646484
	Iteration 8Q: 3 clusters Score -674583.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -674710.437500 Penalty: 4441.646484
	Iteration 9Q: 3 clusters Score -674710.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -674842.875000 Penalty: 4441.646484
	Iteration 10Q: 3 clusters Score -674842.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -674989.625000 Penalty: 4441.646484
	Iteration 11Q: 3 clusters Score -674989.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -675138.437500 Penalty: 4441.646484
	Iteration 12Q: 3 clusters Score -675138.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -675277.625000 Penalty: 4441.646484
	Iteration 13Q: 3 clusters Score -675277.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -675428.750000 Penalty: 4441.646484
	Iteration 14Q: 3 clusters Score -675428.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -675572.250000 Penalty: 4441.646484
	Iteration 15Q: 3 clusters Score -675572.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -675693.812500 Penalty: 4441.646484
	Iteration 16Q: 3 clusters Score -675693.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -675800.500000 Penalty: 4441.646484
	Iteration 17Q: 3 clusters Score -675800.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -675889.000000 Penalty: 4441.646484
	Iteration 18Q: 3 clusters Score -675889 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -675954.125000 Penalty: 4441.646484
	Iteration 19Q: 3 clusters Score -675954.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -675995.562500 Penalty: 4441.646484
	Iteration 20F: 3 clusters Score -675995.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -676035.937500 Penalty: 4441.646484
	Iteration 21Q: 3 clusters Score -676035.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -676061.375000 Penalty: 4441.646484
	Iteration 22Q: 3 clusters Score -676061.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -676083.750000 Penalty: 4441.646484
	Iteration 23Q: 3 clusters Score -676083.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -676103.812500 Penalty: 4441.646484
	Iteration 24Q: 3 clusters Score -676103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -676119.375000 Penalty: 4441.646484
	Iteration 25Q: 3 clusters Score -676119.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -676131.125000 Penalty: 4441.646484
	Iteration 26Q: 3 clusters Score -676131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -676138.625000 Penalty: 4441.646484
	Iteration 27Q: 3 clusters Score -676138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -676150.250000 Penalty: 4441.646484
	Iteration 28Q: 3 clusters Score -676150.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -676158.937500 Penalty: 4441.646484
	Iteration 29Q: 3 clusters Score -676158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -676163.437500 Penalty: 4441.646484
	Iteration 30Q: 3 clusters Score -676163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -676167.375000 Penalty: 4441.646484
	Iteration 31Q: 3 clusters Score -676167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -676171.875000 Penalty: 4441.646484
	Iteration 32Q: 3 clusters Score -676171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -676175.187500 Penalty: 4441.646484
	Iteration 33Q: 3 clusters Score -676175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -676177.437500 Penalty: 4441.646484
	Iteration 34Q: 3 clusters Score -676177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -676184.000000 Penalty: 4441.646484
	Iteration 35Q: 3 clusters Score -676184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -676188.000000 Penalty: 4441.646484
	Iteration 36Q: 3 clusters Score -676188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -676189.187500 Penalty: 4441.646484
	Iteration 37Q: 3 clusters Score -676189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -676189.437500 Penalty: 4441.646484
	Iteration 38Q: 3 clusters Score -676189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -676189.437500 Penalty: 4441.646484
	Iteration 39F: 3 clusters Score -676189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Entering Unmasked Estep 
Score: -1922045.125000 Penalty: 2461.170410
	Iteration 0F: 2 clusters Score -1922045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1907674.750000 Penalty: 4922.340820
	Iteration 0F: 3 clusters Score -1907675 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1912826.000000 Penalty: 4922.340820
	Iteration 1F: 3 clusters Score -1912826 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1913518.500000 Penalty: 4922.340820
	Iteration 2F: 3 clusters Score -1913518 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1914284.000000 Penalty: 4922.340820
	Iteration 3F: 3 clusters Score -1914284 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1915251.500000 Penalty: 4922.340820
	Iteration 4F: 3 clusters Score -1915252 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1916274.250000 Penalty: 4922.340820
	Iteration 5F: 3 clusters Score -1916274 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1917214.875000 Penalty: 4922.340820
	Iteration 6F: 3 clusters Score -1917215 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1917973.375000 Penalty: 4922.340820
	Iteration 7F: 3 clusters Score -1917973 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1918560.500000 Penalty: 4922.340820
	Iteration 8Q: 3 clusters Score -1918560 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1919012.125000 Penalty: 4922.340820
	Iteration 9Q: 3 clusters Score -1919012 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1919347.750000 Penalty: 4922.340820
	Iteration 10Q: 3 clusters Score -1919348 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1919556.875000 Penalty: 4922.340820
	Iteration 11Q: 3 clusters Score -1919557 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1919674.375000 Penalty: 4922.340820
	Iteration 12Q: 3 clusters Score -1919674 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1919752.375000 Penalty: 4922.340820
	Iteration 13Q: 3 clusters Score -1919752 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1919811.750000 Penalty: 4922.340820
	Iteration 14Q: 3 clusters Score -1919812 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1919854.000000 Penalty: 4922.340820
	Iteration 15Q: 3 clusters Score -1919854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1919890.250000 Penalty: 4922.340820
	Iteration 16Q: 3 clusters Score -1919890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1919917.500000 Penalty: 4922.340820
	Iteration 17Q: 3 clusters Score -1919918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1919938.125000 Penalty: 4922.340820
	Iteration 18Q: 3 clusters Score -1919938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1919955.125000 Penalty: 4922.340820
	Iteration 19Q: 3 clusters Score -1919955 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1919981.000000 Penalty: 4922.340820
	Iteration 20F: 3 clusters Score -1919981 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1920002.625000 Penalty: 4922.340820
	Iteration 21Q: 3 clusters Score -1920003 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1920019.875000 Penalty: 4922.340820
	Iteration 22Q: 3 clusters Score -1920020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1920032.250000 Penalty: 4922.340820
	Iteration 23Q: 3 clusters Score -1920032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1920046.625000 Penalty: 4922.340820
	Iteration 24Q: 3 clusters Score -1920047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1920060.875000 Penalty: 4922.340820
	Iteration 25Q: 3 clusters Score -1920061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1920079.250000 Penalty: 4922.340820
	Iteration 26Q: 3 clusters Score -1920079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1920091.250000 Penalty: 4922.340820
	Iteration 27Q: 3 clusters Score -1920091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1920099.875000 Penalty: 4922.340820
	Iteration 28Q: 3 clusters Score -1920100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1920105.625000 Penalty: 4922.340820
	Iteration 29Q: 3 clusters Score -1920106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1920112.625000 Penalty: 4922.340820
	Iteration 30Q: 3 clusters Score -1920113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1920126.375000 Penalty: 4922.340820
	Iteration 31Q: 3 clusters Score -1920126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1920122.625000 Penalty: 4922.340820
	Iteration 32Q: 3 clusters Score -1920123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1920131.500000 Penalty: 4922.340820
	Iteration 33Q: 3 clusters Score -1920132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1920140.500000 Penalty: 4922.340820
	Iteration 34Q: 3 clusters Score -1920140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1920145.000000 Penalty: 4922.340820
	Iteration 35Q: 3 clusters Score -1920145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1920143.875000 Penalty: 4922.340820
	Iteration 36Q: 3 clusters Score -1920144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1920147.250000 Penalty: 4922.340820
	Iteration 37Q: 3 clusters Score -1920147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1920148.875000 Penalty: 4922.340820
	Iteration 38Q: 3 clusters Score -1920149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1920157.250000 Penalty: 4922.340820
	Iteration 39Q: 3 clusters Score -1920157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1920161.500000 Penalty: 4922.340820
	Iteration 40F: 3 clusters Score -1920162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1920166.375000 Penalty: 4922.340820
	Iteration 41Q: 3 clusters Score -1920166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1920168.375000 Penalty: 4922.340820
	Iteration 42Q: 3 clusters Score -1920168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1920167.625000 Penalty: 4922.340820
	Iteration 43Q: 3 clusters Score -1920168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1920168.250000 Penalty: 4922.340820
	Iteration 44Q: 3 clusters Score -1920168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1920170.250000 Penalty: 4922.340820
	Iteration 45Q: 3 clusters Score -1920170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1920176.875000 Penalty: 4922.340820
	Iteration 46Q: 3 clusters Score -1920177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1920179.125000 Penalty: 4922.340820
	Iteration 47Q: 3 clusters Score -1920179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1920178.625000 Penalty: 4922.340820
	Iteration 48Q: 3 clusters Score -1920179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1920180.625000 Penalty: 4922.340820
	Iteration 49Q: 3 clusters Score -1920181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1920180.875000 Penalty: 4922.340820
	Iteration 50Q: 3 clusters Score -1920181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1920187.625000 Penalty: 4922.340820
	Iteration 51Q: 3 clusters Score -1920188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1920184.500000 Penalty: 4922.340820
	Iteration 52Q: 3 clusters Score -1920184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1920188.375000 Penalty: 4922.340820
	Iteration 53Q: 3 clusters Score -1920188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1920192.125000 Penalty: 4922.340820
	Iteration 54Q: 3 clusters Score -1920192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1920194.750000 Penalty: 4922.340820
	Iteration 55Q: 3 clusters Score -1920195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1920191.750000 Penalty: 4922.340820
	Iteration 56Q: 3 clusters Score -1920192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1920199.125000 Penalty: 4922.340820
	Iteration 57Q: 3 clusters Score -1920199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1920201.875000 Penalty: 4922.340820
	Iteration 58Q: 3 clusters Score -1920202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1920200.375000 Penalty: 4922.340820
	Iteration 59Q: 3 clusters Score -1920200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1920202.000000 Penalty: 4922.340820
	Iteration 60F: 3 clusters Score -1920202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1920203.625000 Penalty: 4922.340820
	Iteration 61Q: 3 clusters Score -1920204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1920204.625000 Penalty: 4922.340820
	Iteration 62Q: 3 clusters Score -1920205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1920207.375000 Penalty: 4922.340820
	Iteration 63Q: 3 clusters Score -1920207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1920210.875000 Penalty: 4922.340820
	Iteration 64Q: 3 clusters Score -1920211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1920211.750000 Penalty: 4922.340820
	Iteration 65Q: 3 clusters Score -1920212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1920212.500000 Penalty: 4922.340820
	Iteration 66Q: 3 clusters Score -1920212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1920212.750000 Penalty: 4922.340820
	Iteration 67Q: 3 clusters Score -1920213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1920212.000000 Penalty: 4922.340820
	Iteration 68Q: 3 clusters Score -1920212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1920213.500000 Penalty: 4922.340820
	Iteration 69Q: 3 clusters Score -1920214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1920216.250000 Penalty: 4922.340820
	Iteration 70Q: 3 clusters Score -1920216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1920216.375000 Penalty: 4922.340820
	Iteration 71Q: 3 clusters Score -1920216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1920220.500000 Penalty: 4922.340820
	Iteration 72Q: 3 clusters Score -1920220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1920220.125000 Penalty: 4922.340820
	Iteration 73Q: 3 clusters Score -1920220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1920225.250000 Penalty: 4922.340820
	Iteration 74Q: 3 clusters Score -1920225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1920228.750000 Penalty: 4922.340820
	Iteration 75Q: 3 clusters Score -1920229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1920229.625000 Penalty: 4922.340820
	Iteration 76Q: 3 clusters Score -1920230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1920227.125000 Penalty: 4922.340820
	Iteration 77Q: 3 clusters Score -1920227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1920234.000000 Penalty: 4922.340820
	Iteration 78Q: 3 clusters Score -1920234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1920235.750000 Penalty: 4922.340820
	Iteration 79Q: 3 clusters Score -1920236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1920237.250000 Penalty: 4922.340820
	Iteration 80F: 3 clusters Score -1920237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1920237.375000 Penalty: 4922.340820
	Iteration 81Q: 3 clusters Score -1920237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1920235.875000 Penalty: 4922.340820
	Iteration 82Q: 3 clusters Score -1920236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1920236.125000 Penalty: 4922.340820
	Iteration 83Q: 3 clusters Score -1920236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1920236.875000 Penalty: 4922.340820
	Iteration 84Q: 3 clusters Score -1920237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1920240.875000 Penalty: 4922.340820
	Iteration 85Q: 3 clusters Score -1920241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1920240.875000 Penalty: 4922.340820
	Iteration 86Q: 3 clusters Score -1920241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1920248.250000 Penalty: 4922.340820
	Iteration 87Q: 3 clusters Score -1920248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1920249.625000 Penalty: 4922.340820
	Iteration 88Q: 3 clusters Score -1920250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1920252.250000 Penalty: 4922.340820
	Iteration 89Q: 3 clusters Score -1920252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1920255.500000 Penalty: 4922.340820
	Iteration 90Q: 3 clusters Score -1920256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1920258.750000 Penalty: 4922.340820
	Iteration 91Q: 3 clusters Score -1920259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1920260.125000 Penalty: 4922.340820
	Iteration 92Q: 3 clusters Score -1920260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1920263.250000 Penalty: 4922.340820
	Iteration 93Q: 3 clusters Score -1920263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1920262.250000 Penalty: 4922.340820
	Iteration 94Q: 3 clusters Score -1920262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1920266.625000 Penalty: 4922.340820
	Iteration 95Q: 3 clusters Score -1920267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1920268.625000 Penalty: 4922.340820
	Iteration 96Q: 3 clusters Score -1920269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1920268.875000 Penalty: 4922.340820
	Iteration 97Q: 3 clusters Score -1920269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1920271.375000 Penalty: 4922.340820
	Iteration 98Q: 3 clusters Score -1920271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1920271.375000 Penalty: 4922.340820
	Iteration 99F: 3 clusters Score -1920271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (459642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459642 members 
Entering Unmasked Estep 
Score: -42121444.000000 Penalty: 3233.474365
	Iteration 0F: 2 clusters Score -4.212144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229652 members 
Mstep: Class 2 contains 229990 members 
Entering Unmasked Estep 
Score: -41811744.000000 Penalty: 6466.948730
	Iteration 0F: 3 clusters Score -4.181174e+07 nChanged 224175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226593 members 
Mstep: Class 2 contains 233049 members 
Entering Unmasked Estep 
Score: -41944540.000000 Penalty: 6466.948730
	Iteration 1F: 3 clusters Score -4.194454e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224755 members 
Mstep: Class 2 contains 234887 members 
Entering Unmasked Estep 
Score: -41946436.000000 Penalty: 6466.948730
	Iteration 2Q: 3 clusters Score -4.194644e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221453 members 
Mstep: Class 2 contains 238189 members 
Entering Unmasked Estep 
Score: -41949088.000000 Penalty: 6466.948730
	Iteration 3Q: 3 clusters Score -4.194909e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215808 members 
Mstep: Class 2 contains 243834 members 
Entering Unmasked Estep 
Score: -41953380.000000 Penalty: 6466.948730
	Iteration 4Q: 3 clusters Score -4.195338e+07 nChanged 19145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206223 members 
Mstep: Class 2 contains 253419 members 
Entering Unmasked Estep 
Score: -41962528.000000 Penalty: 6466.948730
	Iteration 5Q: 3 clusters Score -4.196253e+07 nChanged 27975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190072 members 
Mstep: Class 2 contains 269570 members 
Entering Unmasked Estep 
Score: -41980584.000000 Penalty: 6466.948730
	Iteration 6F: 3 clusters Score -4.198058e+07 nChanged 37598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165180 members 
Mstep: Class 2 contains 294462 members 
Entering Unmasked Estep 
Score: -42008528.000000 Penalty: 6466.948730
	Iteration 7F: 3 clusters Score -4.200853e+07 nChanged 40873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135495 members 
Mstep: Class 2 contains 324147 members 
Entering Unmasked Estep 
Score: -42040008.000000 Penalty: 6466.948730
	Iteration 8F: 3 clusters Score -4.204001e+07 nChanged 34170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 350283 members 
Entering Unmasked Estep 
Score: -42064084.000000 Penalty: 6466.948730
	Iteration 9F: 3 clusters Score -4.206408e+07 nChanged 24092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 369807 members 
Entering Unmasked Estep 
Score: -42079844.000000 Penalty: 6466.948730
	Iteration 10F: 3 clusters Score -4.207984e+07 nChanged 16833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 384956 members 
Entering Unmasked Estep 
Score: -42091204.000000 Penalty: 6466.948730
	Iteration 11Q: 3 clusters Score -4.20912e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 396918 members 
Entering Unmasked Estep 
Score: -42100616.000000 Penalty: 6466.948730
	Iteration 12Q: 3 clusters Score -4.210062e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 406312 members 
Entering Unmasked Estep 
Score: -42107792.000000 Penalty: 6466.948730
	Iteration 13Q: 3 clusters Score -4.210779e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 413442 members 
Entering Unmasked Estep 
Score: -42113532.000000 Penalty: 6466.948730
	Iteration 14Q: 3 clusters Score -4.211353e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 418804 members 
Entering Unmasked Estep 
Score: -42116728.000000 Penalty: 6466.948730
	Iteration 15Q: 3 clusters Score -4.211673e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 423182 members 
Entering Unmasked Estep 
Score: -42119060.000000 Penalty: 6466.948730
	Iteration 16Q: 3 clusters Score -4.211906e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 427001 members 
Entering Unmasked Estep 
Score: -42120736.000000 Penalty: 6466.948730
	Iteration 17Q: 3 clusters Score -4.212074e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 430361 members 
Entering Unmasked Estep 
Score: -42122288.000000 Penalty: 6466.948730
	Iteration 18Q: 3 clusters Score -4.212229e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 433286 members 
Entering Unmasked Estep 
Score: -42123680.000000 Penalty: 6466.948730
	Iteration 19Q: 3 clusters Score -4.212368e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 435793 members 
Entering Unmasked Estep 
Score: -42124724.000000 Penalty: 6466.948730
	Iteration 20F: 3 clusters Score -4.212472e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 437944 members 
Entering Unmasked Estep 
Score: -42125456.000000 Penalty: 6466.948730
	Iteration 21Q: 3 clusters Score -4.212546e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 439758 members 
Entering Unmasked Estep 
Score: -42126320.000000 Penalty: 6466.948730
	Iteration 22Q: 3 clusters Score -4.212632e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 441356 members 
Entering Unmasked Estep 
Score: -42127292.000000 Penalty: 6466.948730
	Iteration 23Q: 3 clusters Score -4.212729e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 442762 members 
Entering Unmasked Estep 
Score: -42127936.000000 Penalty: 6466.948730
	Iteration 24Q: 3 clusters Score -4.212794e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 443927 members 
Entering Unmasked Estep 
Score: -42128520.000000 Penalty: 6466.948730
	Iteration 25Q: 3 clusters Score -4.212852e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 444934 members 
Entering Unmasked Estep 
Score: -42129100.000000 Penalty: 6466.948730
	Iteration 26Q: 3 clusters Score -4.21291e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 445804 members 
Entering Unmasked Estep 
Score: -42129692.000000 Penalty: 6466.948730
	Iteration 27Q: 3 clusters Score -4.212969e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 446557 members 
Entering Unmasked Estep 
Score: -42129892.000000 Penalty: 6466.948730
	Iteration 28Q: 3 clusters Score -4.212989e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 447211 members 
Entering Unmasked Estep 
Score: -42130240.000000 Penalty: 6466.948730
	Iteration 29Q: 3 clusters Score -4.213024e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 447733 members 
Entering Unmasked Estep 
Score: -42130400.000000 Penalty: 6466.948730
	Iteration 30Q: 3 clusters Score -4.21304e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 448149 members 
Entering Unmasked Estep 
Score: -42130724.000000 Penalty: 6466.948730
	Iteration 31Q: 3 clusters Score -4.213072e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 448489 members 
Entering Unmasked Estep 
Score: -42130764.000000 Penalty: 6466.948730
	Iteration 32Q: 3 clusters Score -4.213076e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 448733 members 
Entering Unmasked Estep 
Score: -42130824.000000 Penalty: 6466.948730
	Iteration 33Q: 3 clusters Score -4.213082e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 448923 members 
Entering Unmasked Estep 
Score: -42130864.000000 Penalty: 6466.948730
	Iteration 34Q: 3 clusters Score -4.213086e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 449095 members 
Entering Unmasked Estep 
Score: -42130948.000000 Penalty: 6466.948730
	Iteration 35Q: 3 clusters Score -4.213095e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 449254 members 
Entering Unmasked Estep 
Score: -42131016.000000 Penalty: 6466.948730
	Iteration 36Q: 3 clusters Score -4.213102e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 449403 members 
Entering Unmasked Estep 
Score: -42130960.000000 Penalty: 6466.948730
	Iteration 37Q: 3 clusters Score -4.213096e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 449509 members 
Entering Unmasked Estep 
Score: -42130968.000000 Penalty: 6466.948730
	Iteration 38Q: 3 clusters Score -4.213097e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 449615 members 
Entering Unmasked Estep 
Score: -42131044.000000 Penalty: 6466.948730
	Iteration 39Q: 3 clusters Score -4.213104e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 449704 members 
Entering Unmasked Estep 
Score: -42131152.000000 Penalty: 6466.948730
	Iteration 40F: 3 clusters Score -4.213115e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 449769 members 
Entering Unmasked Estep 
Score: -42131172.000000 Penalty: 6466.948730
	Iteration 41Q: 3 clusters Score -4.213117e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 449828 members 
Entering Unmasked Estep 
Score: -42131148.000000 Penalty: 6466.948730
	Iteration 42Q: 3 clusters Score -4.213115e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 449877 members 
Entering Unmasked Estep 
Score: -42131092.000000 Penalty: 6466.948730
	Iteration 43Q: 3 clusters Score -4.213109e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 449924 members 
Entering Unmasked Estep 
Score: -42131144.000000 Penalty: 6466.948730
	Iteration 44Q: 3 clusters Score -4.213114e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 449941 members 
Entering Unmasked Estep 
Score: -42131208.000000 Penalty: 6466.948730
	Iteration 45Q: 3 clusters Score -4.213121e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 449948 members 
Entering Unmasked Estep 
Score: -42131180.000000 Penalty: 6466.948730
	Iteration 46Q: 3 clusters Score -4.213118e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 449958 members 
Entering Unmasked Estep 
Score: -42131160.000000 Penalty: 6466.948730
	Iteration 47Q: 3 clusters Score -4.213116e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 449966 members 
Entering Unmasked Estep 
Score: -42131212.000000 Penalty: 6466.948730
	Iteration 48Q: 3 clusters Score -4.213121e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 449957 members 
Entering Unmasked Estep 
Score: -42131208.000000 Penalty: 6466.948730
	Iteration 49Q: 3 clusters Score -4.213121e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 449953 members 
Entering Unmasked Estep 
Score: -42131168.000000 Penalty: 6466.948730
	Iteration 50Q: 3 clusters Score -4.213117e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 449940 members 
Entering Unmasked Estep 
Score: -42131132.000000 Penalty: 6466.948730
	Iteration 51Q: 3 clusters Score -4.213113e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 449925 members 
Entering Unmasked Estep 
Score: -42131172.000000 Penalty: 6466.948730
	Iteration 52Q: 3 clusters Score -4.213117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 449911 members 
Entering Unmasked Estep 
Score: -42131192.000000 Penalty: 6466.948730
	Iteration 53Q: 3 clusters Score -4.213119e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 449903 members 
Entering Unmasked Estep 
Score: -42131144.000000 Penalty: 6466.948730
	Iteration 54Q: 3 clusters Score -4.213114e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 449899 members 
Entering Unmasked Estep 
Score: -42131104.000000 Penalty: 6466.948730
	Iteration 55Q: 3 clusters Score -4.21311e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 449879 members 
Entering Unmasked Estep 
Score: -42131124.000000 Penalty: 6466.948730
	Iteration 56Q: 3 clusters Score -4.213112e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 449867 members 
Entering Unmasked Estep 
Score: -42131164.000000 Penalty: 6466.948730
	Iteration 57Q: 3 clusters Score -4.213116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 449865 members 
Entering Unmasked Estep 
Score: -42131116.000000 Penalty: 6466.948730
	Iteration 58Q: 3 clusters Score -4.213112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 449861 members 
Entering Unmasked Estep 
Score: -42131144.000000 Penalty: 6466.948730
	Iteration 59Q: 3 clusters Score -4.213114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 449856 members 
Entering Unmasked Estep 
Score: -42131120.000000 Penalty: 6466.948730
	Iteration 60F: 3 clusters Score -4.213112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 449838 members 
Entering Unmasked Estep 
Score: -42131116.000000 Penalty: 6466.948730
	Iteration 61Q: 3 clusters Score -4.213112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 449826 members 
Entering Unmasked Estep 
Score: -42131124.000000 Penalty: 6466.948730
	Iteration 62Q: 3 clusters Score -4.213112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 449822 members 
Entering Unmasked Estep 
Score: -42131124.000000 Penalty: 6466.948730
	Iteration 63Q: 3 clusters Score -4.213112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 449817 members 
Entering Unmasked Estep 
Score: -42131156.000000 Penalty: 6466.948730
	Iteration 64Q: 3 clusters Score -4.213116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 449816 members 
Entering Unmasked Estep 
Score: -42131136.000000 Penalty: 6466.948730
	Iteration 65Q: 3 clusters Score -4.213114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 449817 members 
Entering Unmasked Estep 
Score: -42131144.000000 Penalty: 6466.948730
	Iteration 66Q: 3 clusters Score -4.213114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 449816 members 
Entering Unmasked Estep 
Score: -42131124.000000 Penalty: 6466.948730
	Iteration 67Q: 3 clusters Score -4.213112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 449817 members 
Entering Unmasked Estep 
Score: -42131132.000000 Penalty: 6466.948730
	Iteration 68Q: 3 clusters Score -4.213113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 449817 members 
Entering Unmasked Estep 
Score: -42131136.000000 Penalty: 6466.948730
	Iteration 69Q: 3 clusters Score -4.213114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 449816 members 
Entering Unmasked Estep 
Score: -42131160.000000 Penalty: 6466.948730
	Iteration 70Q: 3 clusters Score -4.213116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 449814 members 
Entering Unmasked Estep 
Score: -42131168.000000 Penalty: 6466.948730
	Iteration 71Q: 3 clusters Score -4.213117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 449811 members 
Entering Unmasked Estep 
Score: -42131152.000000 Penalty: 6466.948730
	Iteration 72Q: 3 clusters Score -4.213115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 449809 members 
Entering Unmasked Estep 
Score: -42131140.000000 Penalty: 6466.948730
	Iteration 73Q: 3 clusters Score -4.213114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 449807 members 
Entering Unmasked Estep 
Score: -42131164.000000 Penalty: 6466.948730
	Iteration 74Q: 3 clusters Score -4.213116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 449807 members 
Entering Unmasked Estep 
Score: -42131136.000000 Penalty: 6466.948730
	Iteration 75Q: 3 clusters Score -4.213114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 449807 members 
Entering Unmasked Estep 
Score: -42131148.000000 Penalty: 6466.948730
	Iteration 76Q: 3 clusters Score -4.213115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 449807 members 
Entering Unmasked Estep 
Score: -42131156.000000 Penalty: 6466.948730
	Iteration 77Q: 3 clusters Score -4.213116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 449807 members 
Entering Unmasked Estep 
Score: -42131156.000000 Penalty: 6466.948730
	Iteration 78F: 3 clusters Score -4.213116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 190012 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 161739 members 
Mstep: Class 19 contains 50369 members 
Mstep: Class 20 contains 449807 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 27824 members 
Entering Unmasked Estep 
Score: -93557960.000000 Penalty: 79092.414062
Splitting cluster 10 changes total score from -93539360.000000 to -93557960.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -261987.296875 Penalty: 2011.013184
	Iteration 0F: 2 clusters Score -261987.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -258741.640625 Penalty: 4022.026367
	Iteration 0F: 3 clusters Score -258741.6 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -260726.375000 Penalty: 4022.026367
	Iteration 1F: 3 clusters Score -260726.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -262457.125000 Penalty: 4022.026367
	Iteration 2F: 3 clusters Score -262457.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -263906.468750 Penalty: 4022.026367
	Iteration 3F: 3 clusters Score -263906.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -264771.531250 Penalty: 4022.026367
	Iteration 4F: 3 clusters Score -264771.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -265466.781250 Penalty: 4022.026367
	Iteration 5F: 3 clusters Score -265466.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -265885.687500 Penalty: 4022.026367
	Iteration 6Q: 3 clusters Score -265885.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -265963.281250 Penalty: 4022.026367
	Iteration 7Q: 3 clusters Score -265963.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -266009.968750 Penalty: 4022.026367
	Iteration 8Q: 3 clusters Score -266010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -266017.687500 Penalty: 4022.026367
	Iteration 9Q: 3 clusters Score -266017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -266022.125000 Penalty: 4022.026367
	Iteration 10Q: 3 clusters Score -266022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -266029.031250 Penalty: 4022.026367
	Iteration 11Q: 3 clusters Score -266029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -266034.093750 Penalty: 4022.026367
	Iteration 12Q: 3 clusters Score -266034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -266035.218750 Penalty: 4022.026367
	Iteration 13Q: 3 clusters Score -266035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -266035.281250 Penalty: 4022.026367
	Iteration 14Q: 3 clusters Score -266035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -266035.875000 Penalty: 4022.026367
	Iteration 15Q: 3 clusters Score -266035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -266035.875000 Penalty: 4022.026367
	Iteration 16Q: 3 clusters Score -266035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -266036.281250 Penalty: 4022.026367
	Iteration 17Q: 3 clusters Score -266036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -266036.281250 Penalty: 4022.026367
	Iteration 18F: 3 clusters Score -266036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 190012 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 161739 members 
Mstep: Class 19 contains 50369 members 
Mstep: Class 20 contains 449807 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 27824 members 
Mstep: Class 24 contains 1731 members 
Entering Unmasked Estep 
Score: -93560552.000000 Penalty: 82531.210938
Splitting cluster 11 changes total score from -93539360.000000 to -93560552.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (190012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190012 members 
Entering Unmasked Estep 
Score: -17337424.000000 Penalty: 3014.400879
	Iteration 0F: 2 clusters Score -1.733742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -17210194.000000 Penalty: 6028.801758
	Iteration 0F: 3 clusters Score -1.721019e+07 nChanged 91406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -17263756.000000 Penalty: 6028.801758
	Iteration 1F: 3 clusters Score -1.726376e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -17265808.000000 Penalty: 6028.801758
	Iteration 2Q: 3 clusters Score -1.726581e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -17269082.000000 Penalty: 6028.801758
	Iteration 3Q: 3 clusters Score -1.726908e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -17274238.000000 Penalty: 6028.801758
	Iteration 4F: 3 clusters Score -1.727424e+07 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119591 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -17282270.000000 Penalty: 6028.801758
	Iteration 5F: 3 clusters Score -1.728227e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -17292706.000000 Penalty: 6028.801758
	Iteration 6F: 3 clusters Score -1.729271e+07 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144285 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -17304166.000000 Penalty: 6028.801758
	Iteration 7F: 3 clusters Score -1.730417e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -17314482.000000 Penalty: 6028.801758
	Iteration 8F: 3 clusters Score -1.731448e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -17322440.000000 Penalty: 6028.801758
	Iteration 9Q: 3 clusters Score -1.732244e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169627 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -17328322.000000 Penalty: 6028.801758
	Iteration 10Q: 3 clusters Score -1.732832e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -17332192.000000 Penalty: 6028.801758
	Iteration 11Q: 3 clusters Score -1.733219e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175799 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -17334522.000000 Penalty: 6028.801758
	Iteration 12Q: 3 clusters Score -1.733452e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177728 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -17335978.000000 Penalty: 6028.801758
	Iteration 13Q: 3 clusters Score -1.733598e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179304 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -17337018.000000 Penalty: 6028.801758
	Iteration 14Q: 3 clusters Score -1.733702e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -17337812.000000 Penalty: 6028.801758
	Iteration 15Q: 3 clusters Score -1.733781e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181379 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -17338198.000000 Penalty: 6028.801758
	Iteration 16Q: 3 clusters Score -1.73382e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182021 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -17338490.000000 Penalty: 6028.801758
	Iteration 17Q: 3 clusters Score -1.733849e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182535 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -17338668.000000 Penalty: 6028.801758
	Iteration 18Q: 3 clusters Score -1.733867e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182919 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -17338828.000000 Penalty: 6028.801758
	Iteration 19Q: 3 clusters Score -1.733883e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183200 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -17338908.000000 Penalty: 6028.801758
	Iteration 20F: 3 clusters Score -1.733891e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183437 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -17338918.000000 Penalty: 6028.801758
	Iteration 21Q: 3 clusters Score -1.733892e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183625 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -17338970.000000 Penalty: 6028.801758
	Iteration 22Q: 3 clusters Score -1.733897e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183767 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -17338990.000000 Penalty: 6028.801758
	Iteration 23Q: 3 clusters Score -1.733899e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183882 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -17339014.000000 Penalty: 6028.801758
	Iteration 24Q: 3 clusters Score -1.733901e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183959 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -17339014.000000 Penalty: 6028.801758
	Iteration 25Q: 3 clusters Score -1.733901e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184031 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -17339020.000000 Penalty: 6028.801758
	Iteration 26Q: 3 clusters Score -1.733902e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184084 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -17339032.000000 Penalty: 6028.801758
	Iteration 27Q: 3 clusters Score -1.733903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -17339050.000000 Penalty: 6028.801758
	Iteration 28Q: 3 clusters Score -1.733905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184168 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -17339040.000000 Penalty: 6028.801758
	Iteration 29Q: 3 clusters Score -1.733904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -17339056.000000 Penalty: 6028.801758
	Iteration 30Q: 3 clusters Score -1.733906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184243 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -17339056.000000 Penalty: 6028.801758
	Iteration 31Q: 3 clusters Score -1.733906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184272 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -17339050.000000 Penalty: 6028.801758
	Iteration 32Q: 3 clusters Score -1.733905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184298 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -17339054.000000 Penalty: 6028.801758
	Iteration 33Q: 3 clusters Score -1.733905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184327 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -17339048.000000 Penalty: 6028.801758
	Iteration 34Q: 3 clusters Score -1.733905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184349 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -17339042.000000 Penalty: 6028.801758
	Iteration 35Q: 3 clusters Score -1.733904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184371 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -17339052.000000 Penalty: 6028.801758
	Iteration 36Q: 3 clusters Score -1.733905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184385 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -17339046.000000 Penalty: 6028.801758
	Iteration 37Q: 3 clusters Score -1.733905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184397 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -17339044.000000 Penalty: 6028.801758
	Iteration 38Q: 3 clusters Score -1.733904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -17339034.000000 Penalty: 6028.801758
	Iteration 39Q: 3 clusters Score -1.733903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184417 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -17339024.000000 Penalty: 6028.801758
	Iteration 40F: 3 clusters Score -1.733902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184423 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -17339034.000000 Penalty: 6028.801758
	Iteration 41Q: 3 clusters Score -1.733903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184431 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -17339026.000000 Penalty: 6028.801758
	Iteration 42Q: 3 clusters Score -1.733903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184437 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -17339032.000000 Penalty: 6028.801758
	Iteration 43Q: 3 clusters Score -1.733903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184444 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -17339022.000000 Penalty: 6028.801758
	Iteration 44Q: 3 clusters Score -1.733902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184446 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -17339022.000000 Penalty: 6028.801758
	Iteration 45Q: 3 clusters Score -1.733902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184446 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -17339022.000000 Penalty: 6028.801758
	Iteration 46F: 3 clusters Score -1.733902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 184446 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 161739 members 
Mstep: Class 19 contains 50369 members 
Mstep: Class 20 contains 449807 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 27824 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 5566 members 
Entering Unmasked Estep 
Score: -93561688.000000 Penalty: 85970.007812
Splitting cluster 12 changes total score from -93539360.000000 to -93561688.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (34183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Entering Unmasked Estep 
Score: -3245798.000000 Penalty: 2588.991943
	Iteration 0F: 2 clusters Score -3245798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3222443.250000 Penalty: 5177.983887
	Iteration 0F: 3 clusters Score -3222443 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3230883.250000 Penalty: 5177.983887
	Iteration 1F: 3 clusters Score -3230883 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3231296.250000 Penalty: 5177.983887
	Iteration 2Q: 3 clusters Score -3231296 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3231707.000000 Penalty: 5177.983887
	Iteration 3Q: 3 clusters Score -3231707 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3232169.500000 Penalty: 5177.983887
	Iteration 4Q: 3 clusters Score -3232170 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3232784.750000 Penalty: 5177.983887
	Iteration 5Q: 3 clusters Score -3232785 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3233717.500000 Penalty: 5177.983887
	Iteration 6F: 3 clusters Score -3233718 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3235176.250000 Penalty: 5177.983887
	Iteration 7F: 3 clusters Score -3235176 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3237082.750000 Penalty: 5177.983887
	Iteration 8F: 3 clusters Score -3237083 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3239365.750000 Penalty: 5177.983887
	Iteration 9F: 3 clusters Score -3239366 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3241345.250000 Penalty: 5177.983887
	Iteration 10F: 3 clusters Score -3241345 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3242535.500000 Penalty: 5177.983887
	Iteration 11Q: 3 clusters Score -3242536 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3243113.750000 Penalty: 5177.983887
	Iteration 12Q: 3 clusters Score -3243114 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3243353.000000 Penalty: 5177.983887
	Iteration 13Q: 3 clusters Score -3243353 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -3243446.500000 Penalty: 5177.983887
	Iteration 14Q: 3 clusters Score -3243446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3243489.500000 Penalty: 5177.983887
	Iteration 15Q: 3 clusters Score -3243490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -3243529.500000 Penalty: 5177.983887
	Iteration 16Q: 3 clusters Score -3243530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -3243553.500000 Penalty: 5177.983887
	Iteration 17Q: 3 clusters Score -3243554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -3243570.500000 Penalty: 5177.983887
	Iteration 18Q: 3 clusters Score -3243570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -3243577.250000 Penalty: 5177.983887
	Iteration 19Q: 3 clusters Score -3243577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -3243584.250000 Penalty: 5177.983887
	Iteration 20F: 3 clusters Score -3243584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3243579.500000 Penalty: 5177.983887
	Iteration 21Q: 3 clusters Score -3243580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -3243583.000000 Penalty: 5177.983887
	Iteration 22Q: 3 clusters Score -3243583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3243584.750000 Penalty: 5177.983887
	Iteration 23Q: 3 clusters Score -3243585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3243584.750000 Penalty: 5177.983887
	Iteration 24F: 3 clusters Score -3243585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -326139.000000 Penalty: 2028.023926
	Iteration 0F: 2 clusters Score -326139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -322525.281250 Penalty: 4056.047852
	Iteration 0F: 3 clusters Score -322525.3 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -323250.406250 Penalty: 4056.047852
	Iteration 1F: 3 clusters Score -323250.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -323420.437500 Penalty: 4056.047852
	Iteration 2F: 3 clusters Score -323420.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -323512.312500 Penalty: 4056.047852
	Iteration 3Q: 3 clusters Score -323512.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -323575.000000 Penalty: 4056.047852
	Iteration 4Q: 3 clusters Score -323575 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -323629.468750 Penalty: 4056.047852
	Iteration 5Q: 3 clusters Score -323629.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -323668.250000 Penalty: 4056.047852
	Iteration 6Q: 3 clusters Score -323668.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -323691.781250 Penalty: 4056.047852
	Iteration 7Q: 3 clusters Score -323691.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -323706.531250 Penalty: 4056.047852
	Iteration 8Q: 3 clusters Score -323706.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -323714.906250 Penalty: 4056.047852
	Iteration 9Q: 3 clusters Score -323714.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -323723.750000 Penalty: 4056.047852
	Iteration 10Q: 3 clusters Score -323723.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -323732.281250 Penalty: 4056.047852
	Iteration 11Q: 3 clusters Score -323732.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -323741.468750 Penalty: 4056.047852
	Iteration 12Q: 3 clusters Score -323741.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -323752.218750 Penalty: 4056.047852
	Iteration 13Q: 3 clusters Score -323752.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -323763.656250 Penalty: 4056.047852
	Iteration 14Q: 3 clusters Score -323763.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -323773.468750 Penalty: 4056.047852
	Iteration 15Q: 3 clusters Score -323773.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -323782.093750 Penalty: 4056.047852
	Iteration 16Q: 3 clusters Score -323782.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -323796.156250 Penalty: 4056.047852
	Iteration 17Q: 3 clusters Score -323796.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -323810.968750 Penalty: 4056.047852
	Iteration 18Q: 3 clusters Score -323811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -323826.281250 Penalty: 4056.047852
	Iteration 19Q: 3 clusters Score -323826.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -323841.968750 Penalty: 4056.047852
	Iteration 20F: 3 clusters Score -323842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -323860.593750 Penalty: 4056.047852
	Iteration 21Q: 3 clusters Score -323860.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -323883.593750 Penalty: 4056.047852
	Iteration 22Q: 3 clusters Score -323883.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -323901.062500 Penalty: 4056.047852
	Iteration 23Q: 3 clusters Score -323901.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -323917.218750 Penalty: 4056.047852
	Iteration 24Q: 3 clusters Score -323917.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -323929.750000 Penalty: 4056.047852
	Iteration 25Q: 3 clusters Score -323929.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -323942.781250 Penalty: 4056.047852
	Iteration 26Q: 3 clusters Score -323942.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -323966.468750 Penalty: 4056.047852
	Iteration 27Q: 3 clusters Score -323966.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -323989.187500 Penalty: 4056.047852
	Iteration 28Q: 3 clusters Score -323989.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -324011.375000 Penalty: 4056.047852
	Iteration 29Q: 3 clusters Score -324011.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -324023.625000 Penalty: 4056.047852
	Iteration 30Q: 3 clusters Score -324023.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -324035.031250 Penalty: 4056.047852
	Iteration 31Q: 3 clusters Score -324035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -324049.031250 Penalty: 4056.047852
	Iteration 32Q: 3 clusters Score -324049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -324062.156250 Penalty: 4056.047852
	Iteration 33Q: 3 clusters Score -324062.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -324075.750000 Penalty: 4056.047852
	Iteration 34Q: 3 clusters Score -324075.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -324092.593750 Penalty: 4056.047852
	Iteration 35Q: 3 clusters Score -324092.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -324119.062500 Penalty: 4056.047852
	Iteration 36Q: 3 clusters Score -324119.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -324140.781250 Penalty: 4056.047852
	Iteration 37Q: 3 clusters Score -324140.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -324154.750000 Penalty: 4056.047852
	Iteration 38Q: 3 clusters Score -324154.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -324172.093750 Penalty: 4056.047852
	Iteration 39Q: 3 clusters Score -324172.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -324195.687500 Penalty: 4056.047852
	Iteration 40F: 3 clusters Score -324195.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -324209.375000 Penalty: 4056.047852
	Iteration 41Q: 3 clusters Score -324209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -324220.750000 Penalty: 4056.047852
	Iteration 42Q: 3 clusters Score -324220.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -324230.000000 Penalty: 4056.047852
	Iteration 43Q: 3 clusters Score -324230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -324236.187500 Penalty: 4056.047852
	Iteration 44Q: 3 clusters Score -324236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -324243.250000 Penalty: 4056.047852
	Iteration 45Q: 3 clusters Score -324243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -324249.687500 Penalty: 4056.047852
	Iteration 46Q: 3 clusters Score -324249.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -324255.968750 Penalty: 4056.047852
	Iteration 47Q: 3 clusters Score -324256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -324260.875000 Penalty: 4056.047852
	Iteration 48Q: 3 clusters Score -324260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -324264.531250 Penalty: 4056.047852
	Iteration 49Q: 3 clusters Score -324264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -324267.125000 Penalty: 4056.047852
	Iteration 50Q: 3 clusters Score -324267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -324268.812500 Penalty: 4056.047852
	Iteration 51Q: 3 clusters Score -324268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -324268.812500 Penalty: 4056.047852
	Iteration 52F: 3 clusters Score -324268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Entering Unmasked Estep 
Score: -476869.937500 Penalty: 2132.267090
	Iteration 0F: 2 clusters Score -476869.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -472064.812500 Penalty: 4264.534180
	Iteration 0F: 3 clusters Score -472064.8 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -473237.875000 Penalty: 4264.534180
	Iteration 1F: 3 clusters Score -473237.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -473435.531250 Penalty: 4264.534180
	Iteration 2F: 3 clusters Score -473435.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -473560.218750 Penalty: 4264.534180
	Iteration 3Q: 3 clusters Score -473560.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -473648.437500 Penalty: 4264.534180
	Iteration 4Q: 3 clusters Score -473648.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -473717.656250 Penalty: 4264.534180
	Iteration 5Q: 3 clusters Score -473717.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -473785.000000 Penalty: 4264.534180
	Iteration 6Q: 3 clusters Score -473785 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -473854.156250 Penalty: 4264.534180
	Iteration 7Q: 3 clusters Score -473854.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -473913.906250 Penalty: 4264.534180
	Iteration 8Q: 3 clusters Score -473913.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -473982.968750 Penalty: 4264.534180
	Iteration 9Q: 3 clusters Score -473983 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -474052.156250 Penalty: 4264.534180
	Iteration 10Q: 3 clusters Score -474052.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -474134.625000 Penalty: 4264.534180
	Iteration 11Q: 3 clusters Score -474134.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -474251.968750 Penalty: 4264.534180
	Iteration 12Q: 3 clusters Score -474252 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -474378.750000 Penalty: 4264.534180
	Iteration 13Q: 3 clusters Score -474378.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -474521.093750 Penalty: 4264.534180
	Iteration 14Q: 3 clusters Score -474521.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -474664.031250 Penalty: 4264.534180
	Iteration 15Q: 3 clusters Score -474664 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -474772.375000 Penalty: 4264.534180
	Iteration 16Q: 3 clusters Score -474772.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -474884.687500 Penalty: 4264.534180
	Iteration 17Q: 3 clusters Score -474884.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -474979.593750 Penalty: 4264.534180
	Iteration 18Q: 3 clusters Score -474979.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -475051.468750 Penalty: 4264.534180
	Iteration 19Q: 3 clusters Score -475051.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -475102.687500 Penalty: 4264.534180
	Iteration 20F: 3 clusters Score -475102.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -475142.250000 Penalty: 4264.534180
	Iteration 21Q: 3 clusters Score -475142.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -475169.375000 Penalty: 4264.534180
	Iteration 22Q: 3 clusters Score -475169.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -475188.437500 Penalty: 4264.534180
	Iteration 23Q: 3 clusters Score -475188.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -475202.031250 Penalty: 4264.534180
	Iteration 24Q: 3 clusters Score -475202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -475213.312500 Penalty: 4264.534180
	Iteration 25Q: 3 clusters Score -475213.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -475221.343750 Penalty: 4264.534180
	Iteration 26Q: 3 clusters Score -475221.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -475225.781250 Penalty: 4264.534180
	Iteration 27Q: 3 clusters Score -475225.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -475232.843750 Penalty: 4264.534180
	Iteration 28Q: 3 clusters Score -475232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -475235.187500 Penalty: 4264.534180
	Iteration 29Q: 3 clusters Score -475235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -475236.375000 Penalty: 4264.534180
	Iteration 30Q: 3 clusters Score -475236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -475237.625000 Penalty: 4264.534180
	Iteration 31Q: 3 clusters Score -475237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -475238.406250 Penalty: 4264.534180
	Iteration 32Q: 3 clusters Score -475238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -475238.500000 Penalty: 4264.534180
	Iteration 33Q: 3 clusters Score -475238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -475240.000000 Penalty: 4264.534180
	Iteration 34Q: 3 clusters Score -475240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -475241.468750 Penalty: 4264.534180
	Iteration 35Q: 3 clusters Score -475241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -475241.156250 Penalty: 4264.534180
	Iteration 36Q: 3 clusters Score -475241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -475241.875000 Penalty: 4264.534180
	Iteration 37Q: 3 clusters Score -475241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -475242.656250 Penalty: 4264.534180
	Iteration 38Q: 3 clusters Score -475242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -475244.906250 Penalty: 4264.534180
	Iteration 39Q: 3 clusters Score -475244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -475246.656250 Penalty: 4264.534180
	Iteration 40F: 3 clusters Score -475246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -475249.593750 Penalty: 4264.534180
	Iteration 41Q: 3 clusters Score -475249.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -475253.250000 Penalty: 4264.534180
	Iteration 42Q: 3 clusters Score -475253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -475254.406250 Penalty: 4264.534180
	Iteration 43Q: 3 clusters Score -475254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -475255.968750 Penalty: 4264.534180
	Iteration 44Q: 3 clusters Score -475256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -475255.750000 Penalty: 4264.534180
	Iteration 45Q: 3 clusters Score -475255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -475256.187500 Penalty: 4264.534180
	Iteration 46Q: 3 clusters Score -475256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -475256.468750 Penalty: 4264.534180
	Iteration 47Q: 3 clusters Score -475256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -475256.468750 Penalty: 4264.534180
	Iteration 48F: 3 clusters Score -475256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -48088.000000 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -48088 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 397 members 
Entering Unmasked Estep 
Score: -46705.648438 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -46705.65 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48512.996094 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -48513 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49895.242188 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -49895.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50655.398438 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -50655.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50888.554688 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -50888.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50906.398438 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -50906.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50918.351562 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -50918.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50920.937500 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -50920.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50957.707031 Penalty: 3298.538330
	Iteration 8F: 3 clusters Score -50957.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51088.460938 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -51088.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51188.464844 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -51188.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51410.410156 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -51410.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51419.855469 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -51419.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51419.855469 Penalty: 3298.538330
	Iteration 13F: 3 clusters Score -51419.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 184446 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 447 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 161739 members 
Mstep: Class 19 contains 50369 members 
Mstep: Class 20 contains 449807 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 27824 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 5566 members 
Mstep: Class 26 contains 326 members 
Entering Unmasked Estep 
Score: -93563280.000000 Penalty: 89408.812500
Splitting cluster 16 changes total score from -93539360.000000 to -93563280.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -210275.750000 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -210275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -207437.500000 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -207437.5 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -207993.343750 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -207993.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -208112.671875 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -208112.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -208197.953125 Penalty: 3855.494141
	Iteration 3Q: 3 clusters Score -208198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -208269.718750 Penalty: 3855.494141
	Iteration 4Q: 3 clusters Score -208269.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -208345.062500 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -208345.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -208403.828125 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -208403.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -208446.625000 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -208446.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208485.562500 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -208485.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -208523.562500 Penalty: 3855.494141
	Iteration 9Q: 3 clusters Score -208523.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -208573.609375 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -208573.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208618.453125 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -208618.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -208668.796875 Penalty: 3855.494141
	Iteration 12Q: 3 clusters Score -208668.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -208716.609375 Penalty: 3855.494141
	Iteration 13Q: 3 clusters Score -208716.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -208764.062500 Penalty: 3855.494141
	Iteration 14Q: 3 clusters Score -208764.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -208805.031250 Penalty: 3855.494141
	Iteration 15Q: 3 clusters Score -208805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -208847.937500 Penalty: 3855.494141
	Iteration 16Q: 3 clusters Score -208847.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -208880.453125 Penalty: 3855.494141
	Iteration 17Q: 3 clusters Score -208880.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -208904.656250 Penalty: 3855.494141
	Iteration 18Q: 3 clusters Score -208904.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -208920.796875 Penalty: 3855.494141
	Iteration 19Q: 3 clusters Score -208920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -208934.546875 Penalty: 3855.494141
	Iteration 20F: 3 clusters Score -208934.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -208943.359375 Penalty: 3855.494141
	Iteration 21Q: 3 clusters Score -208943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -208947.750000 Penalty: 3855.494141
	Iteration 22Q: 3 clusters Score -208947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -208950.828125 Penalty: 3855.494141
	Iteration 23Q: 3 clusters Score -208950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -208951.843750 Penalty: 3855.494141
	Iteration 24Q: 3 clusters Score -208951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -208951.843750 Penalty: 3855.494141
	Iteration 25F: 3 clusters Score -208951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161739 members 
Entering Unmasked Estep 
Score: -14423666.000000 Penalty: 2974.447266
	Iteration 0F: 2 clusters Score -1.442367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -14315558.000000 Penalty: 5948.894531
	Iteration 0F: 3 clusters Score -1.431556e+07 nChanged 77236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -14363215.000000 Penalty: 5948.894531
	Iteration 1F: 3 clusters Score -1.436322e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -14368162.000000 Penalty: 5948.894531
	Iteration 2Q: 3 clusters Score -1.436816e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -14375561.000000 Penalty: 5948.894531
	Iteration 3F: 3 clusters Score -1.437556e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -14384022.000000 Penalty: 5948.894531
	Iteration 4F: 3 clusters Score -1.438402e+07 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98905 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -14393327.000000 Penalty: 5948.894531
	Iteration 5F: 3 clusters Score -1.439333e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -14402100.000000 Penalty: 5948.894531
	Iteration 6F: 3 clusters Score -1.44021e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -14410241.000000 Penalty: 5948.894531
	Iteration 7F: 3 clusters Score -1.441024e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -14417358.000000 Penalty: 5948.894531
	Iteration 8F: 3 clusters Score -1.441736e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135108 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -14422904.000000 Penalty: 5948.894531
	Iteration 9Q: 3 clusters Score -1.44229e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -14426680.000000 Penalty: 5948.894531
	Iteration 10Q: 3 clusters Score -1.442668e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144292 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -14429098.000000 Penalty: 5948.894531
	Iteration 11Q: 3 clusters Score -1.44291e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -14430731.000000 Penalty: 5948.894531
	Iteration 12Q: 3 clusters Score -1.443073e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -14431570.000000 Penalty: 5948.894531
	Iteration 13Q: 3 clusters Score -1.443157e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -14432141.000000 Penalty: 5948.894531
	Iteration 14Q: 3 clusters Score -1.443214e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -14432437.000000 Penalty: 5948.894531
	Iteration 15Q: 3 clusters Score -1.443244e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -14432673.000000 Penalty: 5948.894531
	Iteration 16Q: 3 clusters Score -1.443267e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -14432792.000000 Penalty: 5948.894531
	Iteration 17Q: 3 clusters Score -1.443279e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -14432797.000000 Penalty: 5948.894531
	Iteration 18Q: 3 clusters Score -1.44328e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -14432834.000000 Penalty: 5948.894531
	Iteration 19Q: 3 clusters Score -1.443283e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -14432887.000000 Penalty: 5948.894531
	Iteration 20F: 3 clusters Score -1.443289e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -14432862.000000 Penalty: 5948.894531
	Iteration 21Q: 3 clusters Score -1.443286e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153759 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -14432913.000000 Penalty: 5948.894531
	Iteration 22Q: 3 clusters Score -1.443291e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -14432954.000000 Penalty: 5948.894531
	Iteration 23Q: 3 clusters Score -1.443295e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -14432965.000000 Penalty: 5948.894531
	Iteration 24Q: 3 clusters Score -1.443296e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -14432964.000000 Penalty: 5948.894531
	Iteration 25Q: 3 clusters Score -1.443296e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154020 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -14432947.000000 Penalty: 5948.894531
	Iteration 26Q: 3 clusters Score -1.443295e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -14432935.000000 Penalty: 5948.894531
	Iteration 27Q: 3 clusters Score -1.443294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -14432941.000000 Penalty: 5948.894531
	Iteration 28Q: 3 clusters Score -1.443294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154105 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -14432910.000000 Penalty: 5948.894531
	Iteration 29Q: 3 clusters Score -1.443291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154123 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -14432914.000000 Penalty: 5948.894531
	Iteration 30Q: 3 clusters Score -1.443291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -14432924.000000 Penalty: 5948.894531
	Iteration 31Q: 3 clusters Score -1.443292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154164 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -14432911.000000 Penalty: 5948.894531
	Iteration 32Q: 3 clusters Score -1.443291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -14432922.000000 Penalty: 5948.894531
	Iteration 33Q: 3 clusters Score -1.443292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -14432926.000000 Penalty: 5948.894531
	Iteration 34Q: 3 clusters Score -1.443293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -14432930.000000 Penalty: 5948.894531
	Iteration 35Q: 3 clusters Score -1.443293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -14432919.000000 Penalty: 5948.894531
	Iteration 36Q: 3 clusters Score -1.443292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154228 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -14432913.000000 Penalty: 5948.894531
	Iteration 37Q: 3 clusters Score -1.443291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154229 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -14432918.000000 Penalty: 5948.894531
	Iteration 38Q: 3 clusters Score -1.443292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -14432914.000000 Penalty: 5948.894531
	Iteration 39Q: 3 clusters Score -1.443291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154231 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -14432921.000000 Penalty: 5948.894531
	Iteration 40F: 3 clusters Score -1.443292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -14432921.000000 Penalty: 5948.894531
	Iteration 41Q: 3 clusters Score -1.443292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -14432921.000000 Penalty: 5948.894531
	Iteration 42F: 3 clusters Score -1.443292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 184446 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 447 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 154232 members 
Mstep: Class 19 contains 50369 members 
Mstep: Class 20 contains 449807 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 27824 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 5566 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 7507 members 
Entering Unmasked Estep 
Score: -93572008.000000 Penalty: 92847.609375
Splitting cluster 18 changes total score from -93539360.000000 to -93572008.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (50369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Entering Unmasked Estep 
Score: -4604672.000000 Penalty: 2685.128662
	Iteration 0F: 2 clusters Score -4604672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4570870.000000 Penalty: 5370.257324
	Iteration 0F: 3 clusters Score -4570870 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4583754.000000 Penalty: 5370.257324
	Iteration 1F: 3 clusters Score -4583754 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4584447.000000 Penalty: 5370.257324
	Iteration 2Q: 3 clusters Score -4584447 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4585422.000000 Penalty: 5370.257324
	Iteration 3Q: 3 clusters Score -4585422 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4586788.500000 Penalty: 5370.257324
	Iteration 4F: 3 clusters Score -4586788 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -4588628.000000 Penalty: 5370.257324
	Iteration 5F: 3 clusters Score -4588628 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4591076.000000 Penalty: 5370.257324
	Iteration 6F: 3 clusters Score -4591076 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4593753.000000 Penalty: 5370.257324
	Iteration 7F: 3 clusters Score -4593753 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4596291.000000 Penalty: 5370.257324
	Iteration 8F: 3 clusters Score -4596291 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -4598307.000000 Penalty: 5370.257324
	Iteration 9Q: 3 clusters Score -4598307 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -4599497.500000 Penalty: 5370.257324
	Iteration 10Q: 3 clusters Score -4599498 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -4600091.500000 Penalty: 5370.257324
	Iteration 11Q: 3 clusters Score -4600092 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -4600401.500000 Penalty: 5370.257324
	Iteration 12Q: 3 clusters Score -4600402 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -4600636.000000 Penalty: 5370.257324
	Iteration 13Q: 3 clusters Score -4600636 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -4600838.500000 Penalty: 5370.257324
	Iteration 14Q: 3 clusters Score -4600838 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -4601019.500000 Penalty: 5370.257324
	Iteration 15Q: 3 clusters Score -4601020 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -4601181.000000 Penalty: 5370.257324
	Iteration 16Q: 3 clusters Score -4601181 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -4601292.000000 Penalty: 5370.257324
	Iteration 17Q: 3 clusters Score -4601292 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -4601412.000000 Penalty: 5370.257324
	Iteration 18Q: 3 clusters Score -4601412 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -4601490.500000 Penalty: 5370.257324
	Iteration 19Q: 3 clusters Score -4601490 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4601591.500000 Penalty: 5370.257324
	Iteration 20F: 3 clusters Score -4601592 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -4601620.000000 Penalty: 5370.257324
	Iteration 21Q: 3 clusters Score -4601620 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -4601670.000000 Penalty: 5370.257324
	Iteration 22Q: 3 clusters Score -4601670 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -4601713.000000 Penalty: 5370.257324
	Iteration 23Q: 3 clusters Score -4601713 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -4601758.500000 Penalty: 5370.257324
	Iteration 24Q: 3 clusters Score -4601758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -4601811.000000 Penalty: 5370.257324
	Iteration 25Q: 3 clusters Score -4601811 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -4601851.500000 Penalty: 5370.257324
	Iteration 26Q: 3 clusters Score -4601852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -4601879.500000 Penalty: 5370.257324
	Iteration 27Q: 3 clusters Score -4601880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -4601889.000000 Penalty: 5370.257324
	Iteration 28Q: 3 clusters Score -4601889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -4601923.500000 Penalty: 5370.257324
	Iteration 29Q: 3 clusters Score -4601924 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -4601961.500000 Penalty: 5370.257324
	Iteration 30Q: 3 clusters Score -4601962 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -4601989.000000 Penalty: 5370.257324
	Iteration 31Q: 3 clusters Score -4601989 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -4602019.000000 Penalty: 5370.257324
	Iteration 32Q: 3 clusters Score -4602019 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -4602018.000000 Penalty: 5370.257324
	Iteration 33Q: 3 clusters Score -4602018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -4602036.500000 Penalty: 5370.257324
	Iteration 34Q: 3 clusters Score -4602036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -4602063.000000 Penalty: 5370.257324
	Iteration 35Q: 3 clusters Score -4602063 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -4602103.000000 Penalty: 5370.257324
	Iteration 36Q: 3 clusters Score -4602103 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -4602135.000000 Penalty: 5370.257324
	Iteration 37Q: 3 clusters Score -4602135 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -4602157.500000 Penalty: 5370.257324
	Iteration 38Q: 3 clusters Score -4602158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -4602189.500000 Penalty: 5370.257324
	Iteration 39Q: 3 clusters Score -4602190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -4602212.500000 Penalty: 5370.257324
	Iteration 40F: 3 clusters Score -4602212 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -4602239.000000 Penalty: 5370.257324
	Iteration 41Q: 3 clusters Score -4602239 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -4602250.500000 Penalty: 5370.257324
	Iteration 42Q: 3 clusters Score -4602250 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -4602275.000000 Penalty: 5370.257324
	Iteration 43Q: 3 clusters Score -4602275 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -4602284.500000 Penalty: 5370.257324
	Iteration 44Q: 3 clusters Score -4602284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -4602295.500000 Penalty: 5370.257324
	Iteration 45Q: 3 clusters Score -4602296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -4602319.500000 Penalty: 5370.257324
	Iteration 46Q: 3 clusters Score -4602320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -4602363.500000 Penalty: 5370.257324
	Iteration 47Q: 3 clusters Score -4602364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -4602394.500000 Penalty: 5370.257324
	Iteration 48Q: 3 clusters Score -4602394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -4602395.000000 Penalty: 5370.257324
	Iteration 49Q: 3 clusters Score -4602395 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -4602407.500000 Penalty: 5370.257324
	Iteration 50Q: 3 clusters Score -4602408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -4602441.500000 Penalty: 5370.257324
	Iteration 51Q: 3 clusters Score -4602442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -4602476.000000 Penalty: 5370.257324
	Iteration 52Q: 3 clusters Score -4602476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -4602489.000000 Penalty: 5370.257324
	Iteration 53Q: 3 clusters Score -4602489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -4602513.000000 Penalty: 5370.257324
	Iteration 54Q: 3 clusters Score -4602513 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -4602521.500000 Penalty: 5370.257324
	Iteration 55Q: 3 clusters Score -4602522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -4602541.500000 Penalty: 5370.257324
	Iteration 56Q: 3 clusters Score -4602542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -4602543.000000 Penalty: 5370.257324
	Iteration 57Q: 3 clusters Score -4602543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -4602546.000000 Penalty: 5370.257324
	Iteration 58Q: 3 clusters Score -4602546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -4602562.500000 Penalty: 5370.257324
	Iteration 59Q: 3 clusters Score -4602562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -4602561.000000 Penalty: 5370.257324
	Iteration 60F: 3 clusters Score -4602561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -4602556.500000 Penalty: 5370.257324
	Iteration 61Q: 3 clusters Score -4602556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -4602563.000000 Penalty: 5370.257324
	Iteration 62Q: 3 clusters Score -4602563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -4602563.500000 Penalty: 5370.257324
	Iteration 63Q: 3 clusters Score -4602564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -4602573.500000 Penalty: 5370.257324
	Iteration 64Q: 3 clusters Score -4602574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -4602574.000000 Penalty: 5370.257324
	Iteration 65Q: 3 clusters Score -4602574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -4602571.500000 Penalty: 5370.257324
	Iteration 66Q: 3 clusters Score -4602572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -4602583.500000 Penalty: 5370.257324
	Iteration 67Q: 3 clusters Score -4602584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -4602584.500000 Penalty: 5370.257324
	Iteration 68Q: 3 clusters Score -4602584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -4602581.500000 Penalty: 5370.257324
	Iteration 69Q: 3 clusters Score -4602582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -4602588.500000 Penalty: 5370.257324
	Iteration 70Q: 3 clusters Score -4602588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -4602585.500000 Penalty: 5370.257324
	Iteration 71Q: 3 clusters Score -4602586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -4602587.000000 Penalty: 5370.257324
	Iteration 72Q: 3 clusters Score -4602587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -4602589.000000 Penalty: 5370.257324
	Iteration 73Q: 3 clusters Score -4602589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -4602592.500000 Penalty: 5370.257324
	Iteration 74Q: 3 clusters Score -4602592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -4602595.000000 Penalty: 5370.257324
	Iteration 75Q: 3 clusters Score -4602595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -4602598.000000 Penalty: 5370.257324
	Iteration 76Q: 3 clusters Score -4602598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -4602599.500000 Penalty: 5370.257324
	Iteration 77Q: 3 clusters Score -4602600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -4602598.500000 Penalty: 5370.257324
	Iteration 78Q: 3 clusters Score -4602598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -4602593.500000 Penalty: 5370.257324
	Iteration 79Q: 3 clusters Score -4602594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -4602594.000000 Penalty: 5370.257324
	Iteration 80F: 3 clusters Score -4602594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Entering Unmasked Estep 
Score: -361498.750000 Penalty: 2073.007568
	Iteration 0F: 2 clusters Score -361498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -357468.000000 Penalty: 4146.015137
	Iteration 0F: 3 clusters Score -357468 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -358421.843750 Penalty: 4146.015137
	Iteration 1F: 3 clusters Score -358421.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -358608.718750 Penalty: 4146.015137
	Iteration 2F: 3 clusters Score -358608.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -358731.625000 Penalty: 4146.015137
	Iteration 3Q: 3 clusters Score -358731.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -358854.968750 Penalty: 4146.015137
	Iteration 4Q: 3 clusters Score -358855 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -358992.031250 Penalty: 4146.015137
	Iteration 5Q: 3 clusters Score -358992 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -359180.062500 Penalty: 4146.015137
	Iteration 6Q: 3 clusters Score -359180.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -359407.031250 Penalty: 4146.015137
	Iteration 7F: 3 clusters Score -359407 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -359586.562500 Penalty: 4146.015137
	Iteration 8Q: 3 clusters Score -359586.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359758.343750 Penalty: 4146.015137
	Iteration 9Q: 3 clusters Score -359758.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -359934.906250 Penalty: 4146.015137
	Iteration 10Q: 3 clusters Score -359934.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -360096.937500 Penalty: 4146.015137
	Iteration 11Q: 3 clusters Score -360096.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -360215.031250 Penalty: 4146.015137
	Iteration 12Q: 3 clusters Score -360215 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -360299.968750 Penalty: 4146.015137
	Iteration 13Q: 3 clusters Score -360300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -360344.375000 Penalty: 4146.015137
	Iteration 14Q: 3 clusters Score -360344.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -360366.937500 Penalty: 4146.015137
	Iteration 15Q: 3 clusters Score -360366.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -360383.406250 Penalty: 4146.015137
	Iteration 16Q: 3 clusters Score -360383.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -360399.843750 Penalty: 4146.015137
	Iteration 17Q: 3 clusters Score -360399.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -360409.187500 Penalty: 4146.015137
	Iteration 18Q: 3 clusters Score -360409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -360414.500000 Penalty: 4146.015137
	Iteration 19Q: 3 clusters Score -360414.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -360417.187500 Penalty: 4146.015137
	Iteration 20F: 3 clusters Score -360417.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -360420.562500 Penalty: 4146.015137
	Iteration 21Q: 3 clusters Score -360420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -360421.625000 Penalty: 4146.015137
	Iteration 22Q: 3 clusters Score -360421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -360421.625000 Penalty: 4146.015137
	Iteration 23F: 3 clusters Score -360421.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Entering Unmasked Estep 
Score: -1499446.250000 Penalty: 2429.176514
	Iteration 0F: 2 clusters Score -1499446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1486616.250000 Penalty: 4858.353027
	Iteration 0F: 3 clusters Score -1486616 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1490998.500000 Penalty: 4858.353027
	Iteration 1F: 3 clusters Score -1490998 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1491883.000000 Penalty: 4858.353027
	Iteration 2F: 3 clusters Score -1491883 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1492870.500000 Penalty: 4858.353027
	Iteration 3F: 3 clusters Score -1492870 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1493796.625000 Penalty: 4858.353027
	Iteration 4F: 3 clusters Score -1493797 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1494610.000000 Penalty: 4858.353027
	Iteration 5F: 3 clusters Score -1494610 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1495304.125000 Penalty: 4858.353027
	Iteration 6F: 3 clusters Score -1495304 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1495868.750000 Penalty: 4858.353027
	Iteration 7Q: 3 clusters Score -1495869 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1496340.875000 Penalty: 4858.353027
	Iteration 8Q: 3 clusters Score -1496341 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1496670.750000 Penalty: 4858.353027
	Iteration 9Q: 3 clusters Score -1496671 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1496901.375000 Penalty: 4858.353027
	Iteration 10Q: 3 clusters Score -1496901 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1497061.750000 Penalty: 4858.353027
	Iteration 11Q: 3 clusters Score -1497062 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1497194.375000 Penalty: 4858.353027
	Iteration 12Q: 3 clusters Score -1497194 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1497283.000000 Penalty: 4858.353027
	Iteration 13Q: 3 clusters Score -1497283 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1497344.375000 Penalty: 4858.353027
	Iteration 14Q: 3 clusters Score -1497344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1497385.250000 Penalty: 4858.353027
	Iteration 15Q: 3 clusters Score -1497385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1497421.625000 Penalty: 4858.353027
	Iteration 16Q: 3 clusters Score -1497422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1497453.125000 Penalty: 4858.353027
	Iteration 17Q: 3 clusters Score -1497453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1497482.125000 Penalty: 4858.353027
	Iteration 18Q: 3 clusters Score -1497482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1497500.875000 Penalty: 4858.353027
	Iteration 19Q: 3 clusters Score -1497501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1497514.125000 Penalty: 4858.353027
	Iteration 20F: 3 clusters Score -1497514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1497527.375000 Penalty: 4858.353027
	Iteration 21Q: 3 clusters Score -1497527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1497535.750000 Penalty: 4858.353027
	Iteration 22Q: 3 clusters Score -1497536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1497545.375000 Penalty: 4858.353027
	Iteration 23Q: 3 clusters Score -1497545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1497551.375000 Penalty: 4858.353027
	Iteration 24Q: 3 clusters Score -1497551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1497551.750000 Penalty: 4858.353027
	Iteration 25Q: 3 clusters Score -1497552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1497557.625000 Penalty: 4858.353027
	Iteration 26Q: 3 clusters Score -1497558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1497564.125000 Penalty: 4858.353027
	Iteration 27Q: 3 clusters Score -1497564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1497568.875000 Penalty: 4858.353027
	Iteration 28Q: 3 clusters Score -1497569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1497577.500000 Penalty: 4858.353027
	Iteration 29Q: 3 clusters Score -1497578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1497581.750000 Penalty: 4858.353027
	Iteration 30Q: 3 clusters Score -1497582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1497585.375000 Penalty: 4858.353027
	Iteration 31Q: 3 clusters Score -1497585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1497587.625000 Penalty: 4858.353027
	Iteration 32Q: 3 clusters Score -1497588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1497591.875000 Penalty: 4858.353027
	Iteration 33Q: 3 clusters Score -1497592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1497594.000000 Penalty: 4858.353027
	Iteration 34Q: 3 clusters Score -1497594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1497592.000000 Penalty: 4858.353027
	Iteration 35Q: 3 clusters Score -1497592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1497594.875000 Penalty: 4858.353027
	Iteration 36Q: 3 clusters Score -1497595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1497597.625000 Penalty: 4858.353027
	Iteration 37Q: 3 clusters Score -1497598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1497599.000000 Penalty: 4858.353027
	Iteration 38Q: 3 clusters Score -1497599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1497603.750000 Penalty: 4858.353027
	Iteration 39Q: 3 clusters Score -1497604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1497608.250000 Penalty: 4858.353027
	Iteration 40F: 3 clusters Score -1497608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1497614.375000 Penalty: 4858.353027
	Iteration 41Q: 3 clusters Score -1497614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1497617.625000 Penalty: 4858.353027
	Iteration 42Q: 3 clusters Score -1497618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1497624.750000 Penalty: 4858.353027
	Iteration 43Q: 3 clusters Score -1497625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1497633.125000 Penalty: 4858.353027
	Iteration 44Q: 3 clusters Score -1497633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1497637.125000 Penalty: 4858.353027
	Iteration 45Q: 3 clusters Score -1497637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1497641.875000 Penalty: 4858.353027
	Iteration 46Q: 3 clusters Score -1497642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1497637.000000 Penalty: 4858.353027
	Iteration 47Q: 3 clusters Score -1497637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1497641.250000 Penalty: 4858.353027
	Iteration 48Q: 3 clusters Score -1497641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1497641.375000 Penalty: 4858.353027
	Iteration 49Q: 3 clusters Score -1497641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1497642.375000 Penalty: 4858.353027
	Iteration 50Q: 3 clusters Score -1497642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1497645.750000 Penalty: 4858.353027
	Iteration 51Q: 3 clusters Score -1497646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1497648.500000 Penalty: 4858.353027
	Iteration 52Q: 3 clusters Score -1497648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1497648.875000 Penalty: 4858.353027
	Iteration 53Q: 3 clusters Score -1497649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1497648.375000 Penalty: 4858.353027
	Iteration 54Q: 3 clusters Score -1497648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1497650.750000 Penalty: 4858.353027
	Iteration 55Q: 3 clusters Score -1497651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1497647.750000 Penalty: 4858.353027
	Iteration 56Q: 3 clusters Score -1497648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1497647.750000 Penalty: 4858.353027
	Iteration 57F: 3 clusters Score -1497648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Entering Unmasked Estep 
Score: -2541704.250000 Penalty: 2537.946289
	Iteration 0F: 2 clusters Score -2541704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2522522.500000 Penalty: 5075.892578
	Iteration 0F: 3 clusters Score -2522522 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2529268.500000 Penalty: 5075.892578
	Iteration 1F: 3 clusters Score -2529268 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2529738.500000 Penalty: 5075.892578
	Iteration 2Q: 3 clusters Score -2529738 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2530268.000000 Penalty: 5075.892578
	Iteration 3Q: 3 clusters Score -2530268 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2530883.750000 Penalty: 5075.892578
	Iteration 4Q: 3 clusters Score -2530884 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2531700.000000 Penalty: 5075.892578
	Iteration 5F: 3 clusters Score -2531700 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2532817.250000 Penalty: 5075.892578
	Iteration 6F: 3 clusters Score -2532817 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2534295.250000 Penalty: 5075.892578
	Iteration 7F: 3 clusters Score -2534295 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2535956.000000 Penalty: 5075.892578
	Iteration 8F: 3 clusters Score -2535956 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -2537386.750000 Penalty: 5075.892578
	Iteration 9F: 3 clusters Score -2537387 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2538351.500000 Penalty: 5075.892578
	Iteration 10Q: 3 clusters Score -2538352 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -2538872.750000 Penalty: 5075.892578
	Iteration 11Q: 3 clusters Score -2538873 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -2539149.000000 Penalty: 5075.892578
	Iteration 12Q: 3 clusters Score -2539149 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -2539285.750000 Penalty: 5075.892578
	Iteration 13Q: 3 clusters Score -2539286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -2539387.500000 Penalty: 5075.892578
	Iteration 14Q: 3 clusters Score -2539388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2539446.000000 Penalty: 5075.892578
	Iteration 15Q: 3 clusters Score -2539446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -2539485.750000 Penalty: 5075.892578
	Iteration 16Q: 3 clusters Score -2539486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -2539503.750000 Penalty: 5075.892578
	Iteration 17Q: 3 clusters Score -2539504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -2539514.750000 Penalty: 5075.892578
	Iteration 18Q: 3 clusters Score -2539515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -2539528.750000 Penalty: 5075.892578
	Iteration 19Q: 3 clusters Score -2539529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -2539541.000000 Penalty: 5075.892578
	Iteration 20F: 3 clusters Score -2539541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -2539549.000000 Penalty: 5075.892578
	Iteration 21Q: 3 clusters Score -2539549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2539557.000000 Penalty: 5075.892578
	Iteration 22Q: 3 clusters Score -2539557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2539558.500000 Penalty: 5075.892578
	Iteration 23Q: 3 clusters Score -2539558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -2539562.000000 Penalty: 5075.892578
	Iteration 24Q: 3 clusters Score -2539562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -2539567.000000 Penalty: 5075.892578
	Iteration 25Q: 3 clusters Score -2539567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2539569.500000 Penalty: 5075.892578
	Iteration 26Q: 3 clusters Score -2539570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -2539572.250000 Penalty: 5075.892578
	Iteration 27Q: 3 clusters Score -2539572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -2539573.250000 Penalty: 5075.892578
	Iteration 28Q: 3 clusters Score -2539573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -2539578.750000 Penalty: 5075.892578
	Iteration 29Q: 3 clusters Score -2539579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -2539578.750000 Penalty: 5075.892578
	Iteration 30F: 3 clusters Score -2539579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 20416 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 184446 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 447 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 154232 members 
Mstep: Class 19 contains 50369 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 27824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93583888.000000 Penalty: 92847.609375
Iteration 39Q: 28 clusters Score -9.358389e+07 nChanged 20638
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 13608 members 
Mstep: Class 5 contains 582 members 
Mstep: Class 6 contains 23736 members 
Mstep: Class 7 contains 1547 members 
Mstep: Class 8 contains 7844 members 
Mstep: Class 9 contains 22108 members 
Mstep: Class 10 contains 9907 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 186195 members 
Mstep: Class 13 contains 34180 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 475 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 157071 members 
Mstep: Class 19 contains 48639 members 
Mstep: Class 20 contains 444375 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 18553 members 
Mstep: Class 23 contains 28121 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 5620 members 
Mstep: Class 26 contains 324 members 
Mstep: Class 27 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2965.737305 but Gain 3438.796875
Score: -93593352.000000 Penalty: 89408.812500
Iteration 40F: 27 clusters Score -9.359335e+07 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 24058 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 7660 members 
Mstep: Class 9 contains 23818 members 
Mstep: Class 10 contains 8325 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 188946 members 
Mstep: Class 13 contains 34190 members 
Mstep: Class 15 contains 5509 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 159954 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 442494 members 
Mstep: Class 21 contains 4648 members 
Mstep: Class 22 contains 18750 members 
Mstep: Class 23 contains 28418 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 5949 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 7782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93600928.000000 Penalty: 89408.812500
Iteration 41Q: 27 clusters Score -9.360093e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 365 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 13411 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 24235 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 7545 members 
Mstep: Class 9 contains 25407 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 190401 members 
Mstep: Class 13 contains 34201 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 2383 members 
Mstep: Class 18 contains 160619 members 
Mstep: Class 19 contains 45081 members 
Mstep: Class 20 contains 441428 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 18799 members 
Mstep: Class 23 contains 28646 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 6119 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 8221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93604200.000000 Penalty: 89408.812500
Iteration 42Q: 27 clusters Score -9.36042e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 13350 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 24374 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 27029 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 191404 members 
Mstep: Class 13 contains 34218 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 524 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 43345 members 
Mstep: Class 20 contains 440803 members 
Mstep: Class 21 contains 4591 members 
Mstep: Class 22 contains 18800 members 
Mstep: Class 23 contains 28796 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6246 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 8608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93606744.000000 Penalty: 89408.812500
Iteration 43Q: 27 clusters Score -9.360674e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 13294 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 24476 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7409 members 
Mstep: Class 9 contains 28680 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 192031 members 
Mstep: Class 13 contains 34226 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 16 contains 530 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 161020 members 
Mstep: Class 19 contains 41771 members 
Mstep: Class 20 contains 440411 members 
Mstep: Class 21 contains 4598 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 28888 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 6348 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 8887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93608696.000000 Penalty: 89408.812500
Iteration 44Q: 27 clusters Score -9.36087e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 13239 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 24545 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 30313 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 192380 members 
Mstep: Class 13 contains 34225 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 532 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 161112 members 
Mstep: Class 19 contains 40313 members 
Mstep: Class 20 contains 440124 members 
Mstep: Class 21 contains 4608 members 
Mstep: Class 22 contains 18587 members 
Mstep: Class 23 contains 28970 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6421 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 9113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93610248.000000 Penalty: 89408.812500
Iteration 45Q: 27 clusters Score -9.361025e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1505 members 
Mstep: Class 4 contains 13187 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 24583 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 31826 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 192517 members 
Mstep: Class 13 contains 34228 members 
Mstep: Class 15 contains 5657 members 
Mstep: Class 16 contains 534 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 161223 members 
Mstep: Class 19 contains 38952 members 
Mstep: Class 20 contains 439915 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 18410 members 
Mstep: Class 23 contains 29018 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6472 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611120.000000 Penalty: 89408.812500
Iteration 46Q: 27 clusters Score -9.361112e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 13150 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 24580 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7303 members 
Mstep: Class 9 contains 33288 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 192430 members 
Mstep: Class 13 contains 34231 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 161295 members 
Mstep: Class 19 contains 37726 members 
Mstep: Class 20 contains 439747 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 29101 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 9418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611840.000000 Penalty: 89408.812500
Iteration 47Q: 27 clusters Score -9.361184e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 13119 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24583 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7285 members 
Mstep: Class 9 contains 34668 members 
Mstep: Class 10 contains 4303 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 192098 members 
Mstep: Class 13 contains 34236 members 
Mstep: Class 15 contains 5962 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 161381 members 
Mstep: Class 19 contains 36671 members 
Mstep: Class 20 contains 439629 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18082 members 
Mstep: Class 23 contains 29169 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6549 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 9535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611888.000000 Penalty: 89408.812500
Iteration 48Q: 27 clusters Score -9.361189e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 13090 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7281 members 
Mstep: Class 9 contains 36053 members 
Mstep: Class 10 contains 4258 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 191601 members 
Mstep: Class 13 contains 34242 members 
Mstep: Class 15 contains 6155 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 161434 members 
Mstep: Class 19 contains 35720 members 
Mstep: Class 20 contains 439481 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 17932 members 
Mstep: Class 23 contains 29245 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 9647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612544.000000 Penalty: 89408.812500
Iteration 49Q: 27 clusters Score -9.361254e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 13060 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24610 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 37357 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 191009 members 
Mstep: Class 13 contains 34250 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 161470 members 
Mstep: Class 19 contains 34916 members 
Mstep: Class 20 contains 439345 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 17758 members 
Mstep: Class 23 contains 29339 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6616 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613616.000000 Penalty: 89408.812500
Iteration 50Q: 27 clusters Score -9.361362e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 13033 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24617 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7265 members 
Mstep: Class 9 contains 38636 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 190310 members 
Mstep: Class 13 contains 34258 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 161519 members 
Mstep: Class 19 contains 34191 members 
Mstep: Class 20 contains 439194 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 17628 members 
Mstep: Class 23 contains 29449 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6630 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 9844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614088.000000 Penalty: 89408.812500
Iteration 51Q: 27 clusters Score -9.361409e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12998 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24626 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 39917 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 189558 members 
Mstep: Class 13 contains 34270 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 161553 members 
Mstep: Class 19 contains 33518 members 
Mstep: Class 20 contains 439056 members 
Mstep: Class 21 contains 4602 members 
Mstep: Class 22 contains 17493 members 
Mstep: Class 23 contains 29570 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6628 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 9935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93614576.000000 Penalty: 89408.812500
Iteration 52Q: 27 clusters Score -9.361458e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12982 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24636 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 4268 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 188746 members 
Mstep: Class 13 contains 34278 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 161616 members 
Mstep: Class 19 contains 32935 members 
Mstep: Class 20 contains 438927 members 
Mstep: Class 21 contains 4593 members 
Mstep: Class 22 contains 17406 members 
Mstep: Class 23 contains 29679 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6636 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 10007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615192.000000 Penalty: 89408.812500
Iteration 53Q: 27 clusters Score -9.361519e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24650 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 42216 members 
Mstep: Class 10 contains 4300 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 187888 members 
Mstep: Class 13 contains 34290 members 
Mstep: Class 15 contains 7085 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 161727 members 
Mstep: Class 19 contains 32431 members 
Mstep: Class 20 contains 438826 members 
Mstep: Class 21 contains 4578 members 
Mstep: Class 22 contains 17341 members 
Mstep: Class 23 contains 29746 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6635 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 10070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615656.000000 Penalty: 89408.812500
Iteration 54Q: 27 clusters Score -9.361566e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12937 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24663 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7226 members 
Mstep: Class 9 contains 43318 members 
Mstep: Class 10 contains 4305 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 187028 members 
Mstep: Class 13 contains 34296 members 
Mstep: Class 15 contains 7224 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 161814 members 
Mstep: Class 19 contains 32008 members 
Mstep: Class 20 contains 438770 members 
Mstep: Class 21 contains 4571 members 
Mstep: Class 22 contains 17262 members 
Mstep: Class 23 contains 29805 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6629 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 10134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93615840.000000 Penalty: 89408.812500
Iteration 55Q: 27 clusters Score -9.361584e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12922 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24678 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7220 members 
Mstep: Class 9 contains 44354 members 
Mstep: Class 10 contains 4296 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 186193 members 
Mstep: Class 13 contains 34298 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 161931 members 
Mstep: Class 19 contains 31630 members 
Mstep: Class 20 contains 438720 members 
Mstep: Class 21 contains 4552 members 
Mstep: Class 22 contains 17207 members 
Mstep: Class 23 contains 29844 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6619 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 10203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616120.000000 Penalty: 89408.812500
Iteration 56Q: 27 clusters Score -9.361612e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12896 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 45388 members 
Mstep: Class 10 contains 4281 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 185263 members 
Mstep: Class 13 contains 34306 members 
Mstep: Class 15 contains 7422 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 162020 members 
Mstep: Class 19 contains 31308 members 
Mstep: Class 20 contains 438674 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 17182 members 
Mstep: Class 23 contains 29915 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6623 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 10270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616160.000000 Penalty: 89408.812500
Iteration 57Q: 27 clusters Score -9.361616e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12869 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24714 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 46383 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 184328 members 
Mstep: Class 13 contains 34311 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 162096 members 
Mstep: Class 19 contains 31035 members 
Mstep: Class 20 contains 438645 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 17172 members 
Mstep: Class 23 contains 29989 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6626 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 10327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616448.000000 Penalty: 89408.812500
Iteration 58Q: 27 clusters Score -9.361645e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12847 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24725 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 47321 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 183345 members 
Mstep: Class 13 contains 34315 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 162215 members 
Mstep: Class 19 contains 30827 members 
Mstep: Class 20 contains 438627 members 
Mstep: Class 21 contains 4502 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 30064 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6632 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 10367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616576.000000 Penalty: 89408.812500
Iteration 59Q: 27 clusters Score -9.361658e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12828 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 24726 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 48206 members 
Mstep: Class 10 contains 4284 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 182463 members 
Mstep: Class 13 contains 34316 members 
Mstep: Class 15 contains 7632 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 162309 members 
Mstep: Class 19 contains 30635 members 
Mstep: Class 20 contains 438613 members 
Mstep: Class 21 contains 4492 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30141 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6630 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 10400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93616872.000000 Penalty: 89408.812500
Iteration 60F: 27 clusters Score -9.361687e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 12806 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 24725 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 49196 members 
Mstep: Class 10 contains 4298 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 181509 members 
Mstep: Class 13 contains 34320 members 
Mstep: Class 15 contains 7724 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 162380 members 
Mstep: Class 19 contains 30460 members 
Mstep: Class 20 contains 438590 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 17130 members 
Mstep: Class 23 contains 30202 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6624 members 
Mstep: Class 26 contains 369 members 
Mstep: Class 27 contains 10439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617424.000000 Penalty: 89408.812500
Iteration 61Q: 27 clusters Score -9.361742e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 12793 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 50095 members 
Mstep: Class 10 contains 4303 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 180598 members 
Mstep: Class 13 contains 34320 members 
Mstep: Class 15 contains 7805 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 162436 members 
Mstep: Class 19 contains 30304 members 
Mstep: Class 20 contains 438575 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 17109 members 
Mstep: Class 23 contains 30265 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6636 members 
Mstep: Class 26 contains 377 members 
Mstep: Class 27 contains 10477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617840.000000 Penalty: 89408.812500
Iteration 62Q: 27 clusters Score -9.361784e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 12779 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24707 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 50973 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 179634 members 
Mstep: Class 13 contains 34324 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 162495 members 
Mstep: Class 19 contains 30197 members 
Mstep: Class 20 contains 438552 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 17110 members 
Mstep: Class 23 contains 30326 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6632 members 
Mstep: Class 26 contains 385 members 
Mstep: Class 27 contains 10511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618032.000000 Penalty: 89408.812500
Iteration 63Q: 27 clusters Score -9.361803e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12772 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24698 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7178 members 
Mstep: Class 9 contains 51834 members 
Mstep: Class 10 contains 4319 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 178682 members 
Mstep: Class 13 contains 34326 members 
Mstep: Class 15 contains 7959 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 162564 members 
Mstep: Class 19 contains 30095 members 
Mstep: Class 20 contains 438522 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 17111 members 
Mstep: Class 23 contains 30390 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6622 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618152.000000 Penalty: 89408.812500
Iteration 64Q: 27 clusters Score -9.361815e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12765 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24690 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7178 members 
Mstep: Class 9 contains 52657 members 
Mstep: Class 10 contains 4323 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 177738 members 
Mstep: Class 13 contains 34327 members 
Mstep: Class 15 contains 8056 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 162643 members 
Mstep: Class 19 contains 30029 members 
Mstep: Class 20 contains 438513 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 17085 members 
Mstep: Class 23 contains 30438 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6614 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 10549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618216.000000 Penalty: 89408.812500
Iteration 65Q: 27 clusters Score -9.361822e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12763 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24699 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 53448 members 
Mstep: Class 10 contains 4324 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 176847 members 
Mstep: Class 13 contains 34328 members 
Mstep: Class 15 contains 8097 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 162723 members 
Mstep: Class 19 contains 29964 members 
Mstep: Class 20 contains 438498 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 30486 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6602 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 10564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618224.000000 Penalty: 89408.812500
Iteration 66Q: 27 clusters Score -9.361822e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12753 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7176 members 
Mstep: Class 9 contains 54266 members 
Mstep: Class 10 contains 4320 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 175948 members 
Mstep: Class 13 contains 34331 members 
Mstep: Class 15 contains 8163 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 162769 members 
Mstep: Class 19 contains 29907 members 
Mstep: Class 20 contains 438487 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 30539 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6584 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 10571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618776.000000 Penalty: 89408.812500
Iteration 67Q: 27 clusters Score -9.361878e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12750 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24722 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 55047 members 
Mstep: Class 10 contains 4320 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 175098 members 
Mstep: Class 13 contains 34330 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 162823 members 
Mstep: Class 19 contains 29861 members 
Mstep: Class 20 contains 438489 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 17058 members 
Mstep: Class 23 contains 30570 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6560 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 10583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618832.000000 Penalty: 89408.812500
Iteration 68Q: 27 clusters Score -9.361883e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12743 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24739 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 55868 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 174205 members 
Mstep: Class 13 contains 34331 members 
Mstep: Class 15 contains 8257 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 162871 members 
Mstep: Class 19 contains 29840 members 
Mstep: Class 20 contains 438482 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 17039 members 
Mstep: Class 23 contains 30584 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6542 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 10596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93618824.000000 Penalty: 89408.812500
Iteration 69Q: 27 clusters Score -9.361882e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12735 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24743 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7165 members 
Mstep: Class 9 contains 56679 members 
Mstep: Class 10 contains 4336 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 173321 members 
Mstep: Class 13 contains 34332 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 162928 members 
Mstep: Class 19 contains 29845 members 
Mstep: Class 20 contains 438460 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 30592 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6522 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619008.000000 Penalty: 89408.812500
Iteration 70Q: 27 clusters Score -9.361901e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24750 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 57485 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 172413 members 
Mstep: Class 13 contains 34331 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 162984 members 
Mstep: Class 19 contains 29865 members 
Mstep: Class 20 contains 438437 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 17033 members 
Mstep: Class 23 contains 30599 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6509 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 10616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619000.000000 Penalty: 89408.812500
Iteration 71Q: 27 clusters Score -9.3619e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12730 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24757 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 58316 members 
Mstep: Class 10 contains 4345 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 171483 members 
Mstep: Class 13 contains 34332 members 
Mstep: Class 15 contains 8372 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163025 members 
Mstep: Class 19 contains 29879 members 
Mstep: Class 20 contains 438423 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 17025 members 
Mstep: Class 23 contains 30612 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6496 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619088.000000 Penalty: 89408.812500
Iteration 72Q: 27 clusters Score -9.361909e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12731 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24762 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 59112 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 170564 members 
Mstep: Class 13 contains 34332 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 163077 members 
Mstep: Class 19 contains 29884 members 
Mstep: Class 20 contains 438419 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 17009 members 
Mstep: Class 23 contains 30634 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6486 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619280.000000 Penalty: 89408.812500
Iteration 73Q: 27 clusters Score -9.361928e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24765 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 59896 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 169677 members 
Mstep: Class 13 contains 34336 members 
Mstep: Class 15 contains 8457 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163148 members 
Mstep: Class 19 contains 29899 members 
Mstep: Class 20 contains 438403 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 17006 members 
Mstep: Class 23 contains 30646 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6467 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619488.000000 Penalty: 89408.812500
Iteration 74Q: 27 clusters Score -9.361949e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12725 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24777 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 60632 members 
Mstep: Class 10 contains 4342 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 168809 members 
Mstep: Class 13 contains 34337 members 
Mstep: Class 15 contains 8498 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163202 members 
Mstep: Class 19 contains 29914 members 
Mstep: Class 20 contains 438394 members 
Mstep: Class 21 contains 4424 members 
Mstep: Class 22 contains 17004 members 
Mstep: Class 23 contains 30677 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6454 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619512.000000 Penalty: 89408.812500
Iteration 75Q: 27 clusters Score -9.361951e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24783 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 61380 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 167945 members 
Mstep: Class 13 contains 34336 members 
Mstep: Class 15 contains 8530 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163244 members 
Mstep: Class 19 contains 29932 members 
Mstep: Class 20 contains 438382 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 17007 members 
Mstep: Class 23 contains 30700 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6445 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619584.000000 Penalty: 89408.812500
Iteration 76Q: 27 clusters Score -9.361958e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12725 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 62110 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 167138 members 
Mstep: Class 13 contains 34336 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163266 members 
Mstep: Class 19 contains 29956 members 
Mstep: Class 20 contains 438369 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 17005 members 
Mstep: Class 23 contains 30729 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6421 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619712.000000 Penalty: 89408.812500
Iteration 77Q: 27 clusters Score -9.361971e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12719 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24786 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 62766 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 166397 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 15 contains 8589 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163315 members 
Mstep: Class 19 contains 29981 members 
Mstep: Class 20 contains 438358 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 17000 members 
Mstep: Class 23 contains 30750 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6390 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619960.000000 Penalty: 89408.812500
Iteration 78Q: 27 clusters Score -9.361996e+07 nChanged 1123
Entering ConstructFrom: 
Score: -93619960.000000 Penalty: 89408.812500
Entering ConstructFrom: 
Trying to split cluster 1 (19366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Entering Unmasked Estep 
Score: -1668433.250000 Penalty: 2448.075928
	Iteration 0F: 2 clusters Score -1668433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1654742.000000 Penalty: 4896.151855
	Iteration 0F: 3 clusters Score -1654742 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1659365.625000 Penalty: 4896.151855
	Iteration 1F: 3 clusters Score -1659366 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1659874.000000 Penalty: 4896.151855
	Iteration 2F: 3 clusters Score -1659874 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1660462.000000 Penalty: 4896.151855
	Iteration 3F: 3 clusters Score -1660462 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1661121.375000 Penalty: 4896.151855
	Iteration 4F: 3 clusters Score -1661121 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1661858.500000 Penalty: 4896.151855
	Iteration 5F: 3 clusters Score -1661858 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1662664.125000 Penalty: 4896.151855
	Iteration 6F: 3 clusters Score -1662664 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1663422.625000 Penalty: 4896.151855
	Iteration 7F: 3 clusters Score -1663423 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1664067.000000 Penalty: 4896.151855
	Iteration 8F: 3 clusters Score -1664067 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1664582.750000 Penalty: 4896.151855
	Iteration 9Q: 3 clusters Score -1664583 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1664973.125000 Penalty: 4896.151855
	Iteration 10Q: 3 clusters Score -1664973 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1665251.500000 Penalty: 4896.151855
	Iteration 11Q: 3 clusters Score -1665252 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1665457.875000 Penalty: 4896.151855
	Iteration 12Q: 3 clusters Score -1665458 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1665614.000000 Penalty: 4896.151855
	Iteration 13Q: 3 clusters Score -1665614 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1665735.250000 Penalty: 4896.151855
	Iteration 14Q: 3 clusters Score -1665735 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1665850.500000 Penalty: 4896.151855
	Iteration 15Q: 3 clusters Score -1665850 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1665945.500000 Penalty: 4896.151855
	Iteration 16Q: 3 clusters Score -1665946 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1666008.750000 Penalty: 4896.151855
	Iteration 17Q: 3 clusters Score -1666009 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1666071.875000 Penalty: 4896.151855
	Iteration 18Q: 3 clusters Score -1666072 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1666132.875000 Penalty: 4896.151855
	Iteration 19Q: 3 clusters Score -1666133 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1666181.875000 Penalty: 4896.151855
	Iteration 20F: 3 clusters Score -1666182 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1666220.250000 Penalty: 4896.151855
	Iteration 21Q: 3 clusters Score -1666220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1666250.750000 Penalty: 4896.151855
	Iteration 22Q: 3 clusters Score -1666251 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1666285.750000 Penalty: 4896.151855
	Iteration 23Q: 3 clusters Score -1666286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1666317.625000 Penalty: 4896.151855
	Iteration 24Q: 3 clusters Score -1666318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1666370.375000 Penalty: 4896.151855
	Iteration 25Q: 3 clusters Score -1666370 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1666413.625000 Penalty: 4896.151855
	Iteration 26Q: 3 clusters Score -1666414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1666445.375000 Penalty: 4896.151855
	Iteration 27Q: 3 clusters Score -1666445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1666478.125000 Penalty: 4896.151855
	Iteration 28Q: 3 clusters Score -1666478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1666507.500000 Penalty: 4896.151855
	Iteration 29Q: 3 clusters Score -1666508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1666551.000000 Penalty: 4896.151855
	Iteration 30Q: 3 clusters Score -1666551 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1666590.500000 Penalty: 4896.151855
	Iteration 31Q: 3 clusters Score -1666590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1666627.625000 Penalty: 4896.151855
	Iteration 32Q: 3 clusters Score -1666628 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1666662.750000 Penalty: 4896.151855
	Iteration 33Q: 3 clusters Score -1666663 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1666703.250000 Penalty: 4896.151855
	Iteration 34Q: 3 clusters Score -1666703 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1666734.250000 Penalty: 4896.151855
	Iteration 35Q: 3 clusters Score -1666734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1666759.500000 Penalty: 4896.151855
	Iteration 36Q: 3 clusters Score -1666760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1666785.500000 Penalty: 4896.151855
	Iteration 37Q: 3 clusters Score -1666786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1666807.750000 Penalty: 4896.151855
	Iteration 38Q: 3 clusters Score -1666808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1666820.250000 Penalty: 4896.151855
	Iteration 39Q: 3 clusters Score -1666820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1666850.125000 Penalty: 4896.151855
	Iteration 40F: 3 clusters Score -1666850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1666874.875000 Penalty: 4896.151855
	Iteration 41Q: 3 clusters Score -1666875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1666894.625000 Penalty: 4896.151855
	Iteration 42Q: 3 clusters Score -1666895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1666908.875000 Penalty: 4896.151855
	Iteration 43Q: 3 clusters Score -1666909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1666924.750000 Penalty: 4896.151855
	Iteration 44Q: 3 clusters Score -1666925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1666939.500000 Penalty: 4896.151855
	Iteration 45Q: 3 clusters Score -1666940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1666948.250000 Penalty: 4896.151855
	Iteration 46Q: 3 clusters Score -1666948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1666956.875000 Penalty: 4896.151855
	Iteration 47Q: 3 clusters Score -1666957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1666967.250000 Penalty: 4896.151855
	Iteration 48Q: 3 clusters Score -1666967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1666971.125000 Penalty: 4896.151855
	Iteration 49Q: 3 clusters Score -1666971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1666970.875000 Penalty: 4896.151855
	Iteration 50Q: 3 clusters Score -1666971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1666981.750000 Penalty: 4896.151855
	Iteration 51Q: 3 clusters Score -1666982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1666990.500000 Penalty: 4896.151855
	Iteration 52Q: 3 clusters Score -1666990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1666998.875000 Penalty: 4896.151855
	Iteration 53Q: 3 clusters Score -1666999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1667004.375000 Penalty: 4896.151855
	Iteration 54Q: 3 clusters Score -1667004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1667010.000000 Penalty: 4896.151855
	Iteration 55Q: 3 clusters Score -1667010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1667009.750000 Penalty: 4896.151855
	Iteration 56Q: 3 clusters Score -1667010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1667010.875000 Penalty: 4896.151855
	Iteration 57Q: 3 clusters Score -1667011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1667010.875000 Penalty: 4896.151855
	Iteration 58Q: 3 clusters Score -1667011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1667010.000000 Penalty: 4896.151855
	Iteration 59Q: 3 clusters Score -1667010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1667011.000000 Penalty: 4896.151855
	Iteration 60F: 3 clusters Score -1667011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1667012.625000 Penalty: 4896.151855
	Iteration 61Q: 3 clusters Score -1667013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1667021.125000 Penalty: 4896.151855
	Iteration 62Q: 3 clusters Score -1667021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1667023.000000 Penalty: 4896.151855
	Iteration 63Q: 3 clusters Score -1667023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1667025.375000 Penalty: 4896.151855
	Iteration 64Q: 3 clusters Score -1667025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1667024.500000 Penalty: 4896.151855
	Iteration 65Q: 3 clusters Score -1667024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1667028.000000 Penalty: 4896.151855
	Iteration 66Q: 3 clusters Score -1667028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1667027.125000 Penalty: 4896.151855
	Iteration 67Q: 3 clusters Score -1667027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1667029.000000 Penalty: 4896.151855
	Iteration 68Q: 3 clusters Score -1667029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1667029.625000 Penalty: 4896.151855
	Iteration 69Q: 3 clusters Score -1667030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1667029.250000 Penalty: 4896.151855
	Iteration 70Q: 3 clusters Score -1667029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1667028.625000 Penalty: 4896.151855
	Iteration 71Q: 3 clusters Score -1667029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1667027.875000 Penalty: 4896.151855
	Iteration 72Q: 3 clusters Score -1667028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1667032.625000 Penalty: 4896.151855
	Iteration 73Q: 3 clusters Score -1667033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1667033.125000 Penalty: 4896.151855
	Iteration 74Q: 3 clusters Score -1667033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1667034.500000 Penalty: 4896.151855
	Iteration 75Q: 3 clusters Score -1667034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1667034.000000 Penalty: 4896.151855
	Iteration 76Q: 3 clusters Score -1667034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1667035.625000 Penalty: 4896.151855
	Iteration 77Q: 3 clusters Score -1667036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1667035.625000 Penalty: 4896.151855
	Iteration 78F: 3 clusters Score -1667036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -29589.925781 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -29589.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28220.841797 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -28220.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28352.320312 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -28352.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28388.033203 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -28388.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28404.181641 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -28404.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28404.851562 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -28404.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28407.431641 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -28407.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28407.431641 Penalty: 2929.059326
	Iteration 6F: 3 clusters Score -28407.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -121109.656250 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -121109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -118844.710938 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -118844.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119482.382812 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -119482.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -120010.320312 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -120010.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -120632.515625 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -120632.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -121113.117188 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -121113.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -121340.851562 Penalty: 3625.369141
	Iteration 5F: 3 clusters Score -121340.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -121485.859375 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -121485.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -121569.539062 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -121569.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -121636.429688 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -121636.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -121673.429688 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -121673.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121697.726562 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -121697.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -121735.656250 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -121735.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -121760.109375 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -121760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -121782.664062 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -121782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -121790.960938 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -121791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -121800.625000 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -121800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -121803.046875 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -121803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -121803.046875 Penalty: 3625.369141
	Iteration 17F: 3 clusters Score -121803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
Score: -93618776.000000 Penalty: 92847.609375
Splitting cluster 3 changes total score from -93619960.000000 to -93618776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -1138626.000000 Penalty: 2343.713867
	Iteration 0F: 2 clusters Score -1138626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1129203.875000 Penalty: 4687.427734
	Iteration 0F: 3 clusters Score -1129204 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1132045.375000 Penalty: 4687.427734
	Iteration 1F: 3 clusters Score -1132045 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1132368.500000 Penalty: 4687.427734
	Iteration 2F: 3 clusters Score -1132368 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1132632.000000 Penalty: 4687.427734
	Iteration 3Q: 3 clusters Score -1132632 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1132864.250000 Penalty: 4687.427734
	Iteration 4Q: 3 clusters Score -1132864 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1133114.250000 Penalty: 4687.427734
	Iteration 5Q: 3 clusters Score -1133114 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1133451.500000 Penalty: 4687.427734
	Iteration 6Q: 3 clusters Score -1133452 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1133846.625000 Penalty: 4687.427734
	Iteration 7Q: 3 clusters Score -1133847 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1134299.125000 Penalty: 4687.427734
	Iteration 8Q: 3 clusters Score -1134299 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1134728.625000 Penalty: 4687.427734
	Iteration 9Q: 3 clusters Score -1134729 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1135099.125000 Penalty: 4687.427734
	Iteration 10Q: 3 clusters Score -1135099 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1135376.500000 Penalty: 4687.427734
	Iteration 11Q: 3 clusters Score -1135376 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1135594.375000 Penalty: 4687.427734
	Iteration 12Q: 3 clusters Score -1135594 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1135749.250000 Penalty: 4687.427734
	Iteration 13Q: 3 clusters Score -1135749 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1135860.250000 Penalty: 4687.427734
	Iteration 14Q: 3 clusters Score -1135860 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1135943.500000 Penalty: 4687.427734
	Iteration 15Q: 3 clusters Score -1135944 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1136005.000000 Penalty: 4687.427734
	Iteration 16Q: 3 clusters Score -1136005 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1136054.250000 Penalty: 4687.427734
	Iteration 17Q: 3 clusters Score -1136054 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1136094.250000 Penalty: 4687.427734
	Iteration 18Q: 3 clusters Score -1136094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1136136.000000 Penalty: 4687.427734
	Iteration 19Q: 3 clusters Score -1136136 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1136180.500000 Penalty: 4687.427734
	Iteration 20F: 3 clusters Score -1136180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1136215.250000 Penalty: 4687.427734
	Iteration 21Q: 3 clusters Score -1136215 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1136243.250000 Penalty: 4687.427734
	Iteration 22Q: 3 clusters Score -1136243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1136271.125000 Penalty: 4687.427734
	Iteration 23Q: 3 clusters Score -1136271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1136293.500000 Penalty: 4687.427734
	Iteration 24Q: 3 clusters Score -1136294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1136308.875000 Penalty: 4687.427734
	Iteration 25Q: 3 clusters Score -1136309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1136315.625000 Penalty: 4687.427734
	Iteration 26Q: 3 clusters Score -1136316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1136326.000000 Penalty: 4687.427734
	Iteration 27Q: 3 clusters Score -1136326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1136335.875000 Penalty: 4687.427734
	Iteration 28Q: 3 clusters Score -1136336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1136347.875000 Penalty: 4687.427734
	Iteration 29Q: 3 clusters Score -1136348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1136360.750000 Penalty: 4687.427734
	Iteration 30Q: 3 clusters Score -1136361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1136373.125000 Penalty: 4687.427734
	Iteration 31Q: 3 clusters Score -1136373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1136385.125000 Penalty: 4687.427734
	Iteration 32Q: 3 clusters Score -1136385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1136392.250000 Penalty: 4687.427734
	Iteration 33Q: 3 clusters Score -1136392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1136402.375000 Penalty: 4687.427734
	Iteration 34Q: 3 clusters Score -1136402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1136412.750000 Penalty: 4687.427734
	Iteration 35Q: 3 clusters Score -1136413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1136418.125000 Penalty: 4687.427734
	Iteration 36Q: 3 clusters Score -1136418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1136424.500000 Penalty: 4687.427734
	Iteration 37Q: 3 clusters Score -1136424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1136433.875000 Penalty: 4687.427734
	Iteration 38Q: 3 clusters Score -1136434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1136442.500000 Penalty: 4687.427734
	Iteration 39Q: 3 clusters Score -1136442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1136449.750000 Penalty: 4687.427734
	Iteration 40F: 3 clusters Score -1136450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1136463.500000 Penalty: 4687.427734
	Iteration 41Q: 3 clusters Score -1136464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1136475.750000 Penalty: 4687.427734
	Iteration 42Q: 3 clusters Score -1136476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1136488.250000 Penalty: 4687.427734
	Iteration 43Q: 3 clusters Score -1136488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1136500.875000 Penalty: 4687.427734
	Iteration 44Q: 3 clusters Score -1136501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1136507.375000 Penalty: 4687.427734
	Iteration 45Q: 3 clusters Score -1136507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1136511.250000 Penalty: 4687.427734
	Iteration 46Q: 3 clusters Score -1136511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1136520.875000 Penalty: 4687.427734
	Iteration 47Q: 3 clusters Score -1136521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1136517.125000 Penalty: 4687.427734
	Iteration 48Q: 3 clusters Score -1136517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1136532.250000 Penalty: 4687.427734
	Iteration 49Q: 3 clusters Score -1136532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1136541.250000 Penalty: 4687.427734
	Iteration 50Q: 3 clusters Score -1136541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1136549.250000 Penalty: 4687.427734
	Iteration 51Q: 3 clusters Score -1136549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1136557.250000 Penalty: 4687.427734
	Iteration 52Q: 3 clusters Score -1136557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1136564.125000 Penalty: 4687.427734
	Iteration 53Q: 3 clusters Score -1136564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1136573.250000 Penalty: 4687.427734
	Iteration 54Q: 3 clusters Score -1136573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1136580.625000 Penalty: 4687.427734
	Iteration 55Q: 3 clusters Score -1136581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1136588.625000 Penalty: 4687.427734
	Iteration 56Q: 3 clusters Score -1136589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1136590.750000 Penalty: 4687.427734
	Iteration 57Q: 3 clusters Score -1136591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1136596.125000 Penalty: 4687.427734
	Iteration 58Q: 3 clusters Score -1136596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1136602.000000 Penalty: 4687.427734
	Iteration 59Q: 3 clusters Score -1136602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1136605.250000 Penalty: 4687.427734
	Iteration 60F: 3 clusters Score -1136605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1136608.875000 Penalty: 4687.427734
	Iteration 61Q: 3 clusters Score -1136609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1136611.000000 Penalty: 4687.427734
	Iteration 62Q: 3 clusters Score -1136611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1136610.250000 Penalty: 4687.427734
	Iteration 63Q: 3 clusters Score -1136610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1136616.000000 Penalty: 4687.427734
	Iteration 64Q: 3 clusters Score -1136616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1136620.000000 Penalty: 4687.427734
	Iteration 65Q: 3 clusters Score -1136620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1136624.375000 Penalty: 4687.427734
	Iteration 66Q: 3 clusters Score -1136624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1136628.000000 Penalty: 4687.427734
	Iteration 67Q: 3 clusters Score -1136628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1136634.375000 Penalty: 4687.427734
	Iteration 68Q: 3 clusters Score -1136634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1136637.625000 Penalty: 4687.427734
	Iteration 69Q: 3 clusters Score -1136638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1136646.500000 Penalty: 4687.427734
	Iteration 70Q: 3 clusters Score -1136646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1136650.500000 Penalty: 4687.427734
	Iteration 71Q: 3 clusters Score -1136650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1136655.625000 Penalty: 4687.427734
	Iteration 72Q: 3 clusters Score -1136656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1136655.500000 Penalty: 4687.427734
	Iteration 73Q: 3 clusters Score -1136656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1136657.750000 Penalty: 4687.427734
	Iteration 74Q: 3 clusters Score -1136658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1136657.750000 Penalty: 4687.427734
	Iteration 75Q: 3 clusters Score -1136658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1136660.625000 Penalty: 4687.427734
	Iteration 76Q: 3 clusters Score -1136661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1136662.250000 Penalty: 4687.427734
	Iteration 77Q: 3 clusters Score -1136662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1136660.375000 Penalty: 4687.427734
	Iteration 78Q: 3 clusters Score -1136660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1136660.375000 Penalty: 4687.427734
	Iteration 79F: 3 clusters Score -1136660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -51934.082031 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -51934.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50274.203125 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -50274.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50606.863281 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -50606.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -50956.511719 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -50956.51 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51316.890625 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -51316.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -51658.542969 Penalty: 3215.621338
	Iteration 4F: 3 clusters Score -51658.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -51869.015625 Penalty: 3215.621338
	Iteration 5F: 3 clusters Score -51869.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -51991.214844 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -51991.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -52050.613281 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -52050.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -52085.445312 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -52085.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -52091.609375 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -52091.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -52101.882812 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -52101.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -52108.863281 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -52108.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -52110.585938 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -52110.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -52110.585938 Penalty: 3215.621338
	Iteration 13F: 3 clusters Score -52110.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 142 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
Score: -93618128.000000 Penalty: 92847.609375
Splitting cluster 5 changes total score from -93619960.000000 to -93618128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (24788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Entering Unmasked Estep 
Score: -2203317.750000 Penalty: 2509.292480
	Iteration 0F: 2 clusters Score -2203318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2186127.250000 Penalty: 5018.584961
	Iteration 0F: 3 clusters Score -2186127 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2191920.750000 Penalty: 5018.584961
	Iteration 1F: 3 clusters Score -2191921 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2192340.000000 Penalty: 5018.584961
	Iteration 2F: 3 clusters Score -2192340 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2192712.750000 Penalty: 5018.584961
	Iteration 3Q: 3 clusters Score -2192713 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2193043.750000 Penalty: 5018.584961
	Iteration 4Q: 3 clusters Score -2193044 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2193415.250000 Penalty: 5018.584961
	Iteration 5Q: 3 clusters Score -2193415 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2193820.750000 Penalty: 5018.584961
	Iteration 6Q: 3 clusters Score -2193821 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2194400.000000 Penalty: 5018.584961
	Iteration 7Q: 3 clusters Score -2194400 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2195166.250000 Penalty: 5018.584961
	Iteration 8F: 3 clusters Score -2195166 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2196156.000000 Penalty: 5018.584961
	Iteration 9F: 3 clusters Score -2196156 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2197294.250000 Penalty: 5018.584961
	Iteration 10F: 3 clusters Score -2197294 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2198364.750000 Penalty: 5018.584961
	Iteration 11F: 3 clusters Score -2198365 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2199298.500000 Penalty: 5018.584961
	Iteration 12Q: 3 clusters Score -2199298 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2199995.000000 Penalty: 5018.584961
	Iteration 13Q: 3 clusters Score -2199995 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2200464.250000 Penalty: 5018.584961
	Iteration 14Q: 3 clusters Score -2200464 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2200762.750000 Penalty: 5018.584961
	Iteration 15Q: 3 clusters Score -2200763 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2200928.750000 Penalty: 5018.584961
	Iteration 16Q: 3 clusters Score -2200929 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2201027.000000 Penalty: 5018.584961
	Iteration 17Q: 3 clusters Score -2201027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2201079.500000 Penalty: 5018.584961
	Iteration 18Q: 3 clusters Score -2201080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2201114.500000 Penalty: 5018.584961
	Iteration 19Q: 3 clusters Score -2201114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2201144.750000 Penalty: 5018.584961
	Iteration 20F: 3 clusters Score -2201145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2201164.500000 Penalty: 5018.584961
	Iteration 21Q: 3 clusters Score -2201164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2201185.500000 Penalty: 5018.584961
	Iteration 22Q: 3 clusters Score -2201186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2201192.000000 Penalty: 5018.584961
	Iteration 23Q: 3 clusters Score -2201192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2201201.250000 Penalty: 5018.584961
	Iteration 24Q: 3 clusters Score -2201201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2201207.750000 Penalty: 5018.584961
	Iteration 25Q: 3 clusters Score -2201208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2201214.250000 Penalty: 5018.584961
	Iteration 26Q: 3 clusters Score -2201214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2201219.750000 Penalty: 5018.584961
	Iteration 27Q: 3 clusters Score -2201220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2201224.000000 Penalty: 5018.584961
	Iteration 28Q: 3 clusters Score -2201224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2201226.750000 Penalty: 5018.584961
	Iteration 29Q: 3 clusters Score -2201227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2201228.000000 Penalty: 5018.584961
	Iteration 30Q: 3 clusters Score -2201228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2201227.750000 Penalty: 5018.584961
	Iteration 31Q: 3 clusters Score -2201228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2201227.750000 Penalty: 5018.584961
	Iteration 32F: 3 clusters Score -2201228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -125008.125000 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -125008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122720.031250 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -122720 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -123146.609375 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -123146.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -123280.820312 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -123280.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -123360.843750 Penalty: 3634.579346
	Iteration 3Q: 3 clusters Score -123360.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -123416.976562 Penalty: 3634.579346
	Iteration 4Q: 3 clusters Score -123417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -123449.914062 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -123449.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -123474.914062 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -123474.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -123499.484375 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -123499.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -123532.742188 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -123532.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -123566.468750 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -123566.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123611.101562 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -123611.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123683.250000 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -123683.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -123813.507812 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -123813.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -124009.640625 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -124009.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124285.578125 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -124285.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -124470.914062 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -124470.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -124560.187500 Penalty: 3634.579346
	Iteration 16Q: 3 clusters Score -124560.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -124597.109375 Penalty: 3634.579346
	Iteration 17Q: 3 clusters Score -124597.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -124640.789062 Penalty: 3634.579346
	Iteration 18Q: 3 clusters Score -124640.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -124672.117188 Penalty: 3634.579346
	Iteration 19Q: 3 clusters Score -124672.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -124710.515625 Penalty: 3634.579346
	Iteration 20F: 3 clusters Score -124710.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -124744.500000 Penalty: 3634.579346
	Iteration 21Q: 3 clusters Score -124744.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -124819.101562 Penalty: 3634.579346
	Iteration 22Q: 3 clusters Score -124819.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -124996.093750 Penalty: 3634.579346
	Iteration 23Q: 3 clusters Score -124996.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -125267.320312 Penalty: 3634.579346
	Iteration 24Q: 3 clusters Score -125267.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -125367.648438 Penalty: 3634.579346
	Iteration 25Q: 3 clusters Score -125367.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -125429.351562 Penalty: 3634.579346
	Iteration 26Q: 3 clusters Score -125429.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -125522.210938 Penalty: 3634.579346
	Iteration 27Q: 3 clusters Score -125522.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -125628.281250 Penalty: 3634.579346
	Iteration 28Q: 3 clusters Score -125628.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -125771.531250 Penalty: 3634.579346
	Iteration 29Q: 3 clusters Score -125771.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -125890.703125 Penalty: 3634.579346
	Iteration 30Q: 3 clusters Score -125890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -126032.554688 Penalty: 3634.579346
	Iteration 31Q: 3 clusters Score -126032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -126299.187500 Penalty: 3634.579346
	Iteration 32Q: 3 clusters Score -126299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -126418.093750 Penalty: 3634.579346
	Iteration 33Q: 3 clusters Score -126418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -126424.632812 Penalty: 3634.579346
	Iteration 34Q: 3 clusters Score -126424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -126424.632812 Penalty: 3634.579346
	Iteration 35F: 3 clusters Score -126424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
Score: -93619552.000000 Penalty: 92847.609375
Splitting cluster 7 changes total score from -93619960.000000 to -93619552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -627223.562500 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -627223.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -621342.375000 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -621342.4 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -622973.687500 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -622973.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -623174.375000 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -623174.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -623307.875000 Penalty: 4402.419434
	Iteration 3Q: 3 clusters Score -623307.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -623397.875000 Penalty: 4402.419434
	Iteration 4Q: 3 clusters Score -623397.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -623453.375000 Penalty: 4402.419434
	Iteration 5Q: 3 clusters Score -623453.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -623509.250000 Penalty: 4402.419434
	Iteration 6Q: 3 clusters Score -623509.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -623563.437500 Penalty: 4402.419434
	Iteration 7Q: 3 clusters Score -623563.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -623602.812500 Penalty: 4402.419434
	Iteration 8Q: 3 clusters Score -623602.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -623628.937500 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -623628.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -623647.937500 Penalty: 4402.419434
	Iteration 10Q: 3 clusters Score -623647.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -623667.312500 Penalty: 4402.419434
	Iteration 11Q: 3 clusters Score -623667.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -623689.250000 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -623689.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -623707.062500 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -623707.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -623727.000000 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -623727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -623750.750000 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -623750.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -623771.125000 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -623771.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -623794.187500 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -623794.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -623811.437500 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -623811.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -623827.875000 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -623827.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -623844.250000 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -623844.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -623866.312500 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -623866.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -623890.250000 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -623890.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -623924.000000 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -623924 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -623960.562500 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -623960.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -623998.375000 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -623998.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -624051.375000 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -624051.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -624117.312500 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -624117.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -624220.562500 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -624220.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -624322.062500 Penalty: 4402.419434
	Iteration 29Q: 3 clusters Score -624322.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -624415.687500 Penalty: 4402.419434
	Iteration 30Q: 3 clusters Score -624415.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -624506.062500 Penalty: 4402.419434
	Iteration 31Q: 3 clusters Score -624506.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -624622.000000 Penalty: 4402.419434
	Iteration 32Q: 3 clusters Score -624622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -624725.250000 Penalty: 4402.419434
	Iteration 33Q: 3 clusters Score -624725.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -624841.125000 Penalty: 4402.419434
	Iteration 34Q: 3 clusters Score -624841.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -624946.937500 Penalty: 4402.419434
	Iteration 35Q: 3 clusters Score -624946.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -625016.375000 Penalty: 4402.419434
	Iteration 36Q: 3 clusters Score -625016.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -625073.812500 Penalty: 4402.419434
	Iteration 37Q: 3 clusters Score -625073.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -625135.500000 Penalty: 4402.419434
	Iteration 38Q: 3 clusters Score -625135.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -625190.187500 Penalty: 4402.419434
	Iteration 39Q: 3 clusters Score -625190.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -625227.500000 Penalty: 4402.419434
	Iteration 40F: 3 clusters Score -625227.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -625252.625000 Penalty: 4402.419434
	Iteration 41Q: 3 clusters Score -625252.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -625271.312500 Penalty: 4402.419434
	Iteration 42Q: 3 clusters Score -625271.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -625286.562500 Penalty: 4402.419434
	Iteration 43Q: 3 clusters Score -625286.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -625297.312500 Penalty: 4402.419434
	Iteration 44Q: 3 clusters Score -625297.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -625314.062500 Penalty: 4402.419434
	Iteration 45Q: 3 clusters Score -625314.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -625332.500000 Penalty: 4402.419434
	Iteration 46Q: 3 clusters Score -625332.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -625347.250000 Penalty: 4402.419434
	Iteration 47Q: 3 clusters Score -625347.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -625357.437500 Penalty: 4402.419434
	Iteration 48Q: 3 clusters Score -625357.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -625368.625000 Penalty: 4402.419434
	Iteration 49Q: 3 clusters Score -625368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -625382.500000 Penalty: 4402.419434
	Iteration 50Q: 3 clusters Score -625382.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -625387.187500 Penalty: 4402.419434
	Iteration 51Q: 3 clusters Score -625387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -625393.812500 Penalty: 4402.419434
	Iteration 52Q: 3 clusters Score -625393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -625401.437500 Penalty: 4402.419434
	Iteration 53Q: 3 clusters Score -625401.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -625411.937500 Penalty: 4402.419434
	Iteration 54Q: 3 clusters Score -625411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -625415.187500 Penalty: 4402.419434
	Iteration 55Q: 3 clusters Score -625415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -625421.937500 Penalty: 4402.419434
	Iteration 56Q: 3 clusters Score -625421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -625422.750000 Penalty: 4402.419434
	Iteration 57Q: 3 clusters Score -625422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -625426.562500 Penalty: 4402.419434
	Iteration 58Q: 3 clusters Score -625426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -625430.062500 Penalty: 4402.419434
	Iteration 59Q: 3 clusters Score -625430.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -625435.375000 Penalty: 4402.419434
	Iteration 60F: 3 clusters Score -625435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -625442.250000 Penalty: 4402.419434
	Iteration 61Q: 3 clusters Score -625442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -625444.937500 Penalty: 4402.419434
	Iteration 62Q: 3 clusters Score -625444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -625448.750000 Penalty: 4402.419434
	Iteration 63Q: 3 clusters Score -625448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -625453.812500 Penalty: 4402.419434
	Iteration 64Q: 3 clusters Score -625453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -625455.875000 Penalty: 4402.419434
	Iteration 65Q: 3 clusters Score -625455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -625458.125000 Penalty: 4402.419434
	Iteration 66Q: 3 clusters Score -625458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -625460.875000 Penalty: 4402.419434
	Iteration 67Q: 3 clusters Score -625460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -625462.812500 Penalty: 4402.419434
	Iteration 68Q: 3 clusters Score -625462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -625464.812500 Penalty: 4402.419434
	Iteration 69Q: 3 clusters Score -625464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -625466.750000 Penalty: 4402.419434
	Iteration 70Q: 3 clusters Score -625466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -625466.687500 Penalty: 4402.419434
	Iteration 71Q: 3 clusters Score -625466.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -625466.687500 Penalty: 4402.419434
	Iteration 72F: 3 clusters Score -625466.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Entering Unmasked Estep 
Score: -5903358.000000 Penalty: 2742.319336
	Iteration 0F: 2 clusters Score -5903358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5860772.500000 Penalty: 5484.638672
	Iteration 0F: 3 clusters Score -5860772 nChanged 29553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -5877268.000000 Penalty: 5484.638672
	Iteration 1F: 3 clusters Score -5877268 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -5877974.000000 Penalty: 5484.638672
	Iteration 2Q: 3 clusters Score -5877974 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -5878810.000000 Penalty: 5484.638672
	Iteration 3Q: 3 clusters Score -5878810 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5879888.500000 Penalty: 5484.638672
	Iteration 4Q: 3 clusters Score -5879888 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5881644.000000 Penalty: 5484.638672
	Iteration 5F: 3 clusters Score -5881644 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5884603.500000 Penalty: 5484.638672
	Iteration 6F: 3 clusters Score -5884604 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5888865.000000 Penalty: 5484.638672
	Iteration 7F: 3 clusters Score -5888865 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -5893401.000000 Penalty: 5484.638672
	Iteration 8F: 3 clusters Score -5893401 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5896852.500000 Penalty: 5484.638672
	Iteration 9F: 3 clusters Score -5896852 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -5898545.000000 Penalty: 5484.638672
	Iteration 10Q: 3 clusters Score -5898545 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5899343.000000 Penalty: 5484.638672
	Iteration 11Q: 3 clusters Score -5899343 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -5899741.000000 Penalty: 5484.638672
	Iteration 12Q: 3 clusters Score -5899741 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -5900006.000000 Penalty: 5484.638672
	Iteration 13Q: 3 clusters Score -5900006 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -5900178.500000 Penalty: 5484.638672
	Iteration 14Q: 3 clusters Score -5900178 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -5900333.500000 Penalty: 5484.638672
	Iteration 15Q: 3 clusters Score -5900334 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5900453.000000 Penalty: 5484.638672
	Iteration 16Q: 3 clusters Score -5900453 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -5900564.000000 Penalty: 5484.638672
	Iteration 17Q: 3 clusters Score -5900564 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5900639.000000 Penalty: 5484.638672
	Iteration 18Q: 3 clusters Score -5900639 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5900705.000000 Penalty: 5484.638672
	Iteration 19Q: 3 clusters Score -5900705 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5900762.000000 Penalty: 5484.638672
	Iteration 20F: 3 clusters Score -5900762 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -5900841.500000 Penalty: 5484.638672
	Iteration 21Q: 3 clusters Score -5900842 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5900907.000000 Penalty: 5484.638672
	Iteration 22Q: 3 clusters Score -5900907 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5900979.500000 Penalty: 5484.638672
	Iteration 23Q: 3 clusters Score -5900980 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5901019.000000 Penalty: 5484.638672
	Iteration 24Q: 3 clusters Score -5901019 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5901069.000000 Penalty: 5484.638672
	Iteration 25Q: 3 clusters Score -5901069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5901108.000000 Penalty: 5484.638672
	Iteration 26Q: 3 clusters Score -5901108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5901135.000000 Penalty: 5484.638672
	Iteration 27Q: 3 clusters Score -5901135 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5901175.500000 Penalty: 5484.638672
	Iteration 28Q: 3 clusters Score -5901176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5901197.500000 Penalty: 5484.638672
	Iteration 29Q: 3 clusters Score -5901198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5901225.000000 Penalty: 5484.638672
	Iteration 30Q: 3 clusters Score -5901225 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5901248.500000 Penalty: 5484.638672
	Iteration 31Q: 3 clusters Score -5901248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5901267.000000 Penalty: 5484.638672
	Iteration 32Q: 3 clusters Score -5901267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5901291.500000 Penalty: 5484.638672
	Iteration 33Q: 3 clusters Score -5901292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5901301.500000 Penalty: 5484.638672
	Iteration 34Q: 3 clusters Score -5901302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5901300.000000 Penalty: 5484.638672
	Iteration 35Q: 3 clusters Score -5901300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5901308.000000 Penalty: 5484.638672
	Iteration 36Q: 3 clusters Score -5901308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5901311.000000 Penalty: 5484.638672
	Iteration 37Q: 3 clusters Score -5901311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5901321.000000 Penalty: 5484.638672
	Iteration 38Q: 3 clusters Score -5901321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5901313.000000 Penalty: 5484.638672
	Iteration 39Q: 3 clusters Score -5901313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5901324.000000 Penalty: 5484.638672
	Iteration 40F: 3 clusters Score -5901324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5901338.000000 Penalty: 5484.638672
	Iteration 41Q: 3 clusters Score -5901338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5901338.500000 Penalty: 5484.638672
	Iteration 42Q: 3 clusters Score -5901338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5901343.000000 Penalty: 5484.638672
	Iteration 43Q: 3 clusters Score -5901343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5901351.500000 Penalty: 5484.638672
	Iteration 44Q: 3 clusters Score -5901352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5901349.000000 Penalty: 5484.638672
	Iteration 45Q: 3 clusters Score -5901349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5901351.000000 Penalty: 5484.638672
	Iteration 46Q: 3 clusters Score -5901351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5901353.000000 Penalty: 5484.638672
	Iteration 47Q: 3 clusters Score -5901353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5901363.500000 Penalty: 5484.638672
	Iteration 48Q: 3 clusters Score -5901364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5901372.500000 Penalty: 5484.638672
	Iteration 49Q: 3 clusters Score -5901372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5901374.500000 Penalty: 5484.638672
	Iteration 50Q: 3 clusters Score -5901374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5901373.000000 Penalty: 5484.638672
	Iteration 51Q: 3 clusters Score -5901373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5901378.500000 Penalty: 5484.638672
	Iteration 52Q: 3 clusters Score -5901378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5901382.000000 Penalty: 5484.638672
	Iteration 53Q: 3 clusters Score -5901382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5901384.000000 Penalty: 5484.638672
	Iteration 54Q: 3 clusters Score -5901384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5901382.000000 Penalty: 5484.638672
	Iteration 55Q: 3 clusters Score -5901382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5901378.000000 Penalty: 5484.638672
	Iteration 56Q: 3 clusters Score -5901378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5901383.500000 Penalty: 5484.638672
	Iteration 57Q: 3 clusters Score -5901384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5901381.000000 Penalty: 5484.638672
	Iteration 58Q: 3 clusters Score -5901381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5901377.500000 Penalty: 5484.638672
	Iteration 59Q: 3 clusters Score -5901378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5901371.500000 Penalty: 5484.638672
	Iteration 60F: 3 clusters Score -5901372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5901366.500000 Penalty: 5484.638672
	Iteration 61Q: 3 clusters Score -5901366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5901372.500000 Penalty: 5484.638672
	Iteration 62Q: 3 clusters Score -5901372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5901370.000000 Penalty: 5484.638672
	Iteration 63Q: 3 clusters Score -5901370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5901373.000000 Penalty: 5484.638672
	Iteration 64Q: 3 clusters Score -5901373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5901374.000000 Penalty: 5484.638672
	Iteration 65Q: 3 clusters Score -5901374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5901373.500000 Penalty: 5484.638672
	Iteration 66Q: 3 clusters Score -5901374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5901368.500000 Penalty: 5484.638672
	Iteration 67Q: 3 clusters Score -5901368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5901368.500000 Penalty: 5484.638672
	Iteration 68Q: 3 clusters Score -5901368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5901373.000000 Penalty: 5484.638672
	Iteration 69Q: 3 clusters Score -5901373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5901373.000000 Penalty: 5484.638672
	Iteration 70F: 3 clusters Score -5901373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -404586.218750 Penalty: 2078.523926
	Iteration 0F: 2 clusters Score -404586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -400474.156250 Penalty: 4157.047852
	Iteration 0F: 3 clusters Score -400474.2 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -401385.000000 Penalty: 4157.047852
	Iteration 1F: 3 clusters Score -401385 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -401571.781250 Penalty: 4157.047852
	Iteration 2F: 3 clusters Score -401571.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -401683.781250 Penalty: 4157.047852
	Iteration 3Q: 3 clusters Score -401683.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -401762.656250 Penalty: 4157.047852
	Iteration 4Q: 3 clusters Score -401762.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -401812.343750 Penalty: 4157.047852
	Iteration 5Q: 3 clusters Score -401812.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -401848.250000 Penalty: 4157.047852
	Iteration 6Q: 3 clusters Score -401848.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -401873.187500 Penalty: 4157.047852
	Iteration 7Q: 3 clusters Score -401873.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -401893.875000 Penalty: 4157.047852
	Iteration 8Q: 3 clusters Score -401893.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -401905.625000 Penalty: 4157.047852
	Iteration 9Q: 3 clusters Score -401905.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -401916.156250 Penalty: 4157.047852
	Iteration 10Q: 3 clusters Score -401916.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -401923.406250 Penalty: 4157.047852
	Iteration 11Q: 3 clusters Score -401923.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -401929.375000 Penalty: 4157.047852
	Iteration 12Q: 3 clusters Score -401929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -401935.937500 Penalty: 4157.047852
	Iteration 13Q: 3 clusters Score -401935.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -401943.687500 Penalty: 4157.047852
	Iteration 14Q: 3 clusters Score -401943.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -401954.750000 Penalty: 4157.047852
	Iteration 15Q: 3 clusters Score -401954.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -401964.093750 Penalty: 4157.047852
	Iteration 16Q: 3 clusters Score -401964.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -401976.468750 Penalty: 4157.047852
	Iteration 17Q: 3 clusters Score -401976.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -401990.531250 Penalty: 4157.047852
	Iteration 18Q: 3 clusters Score -401990.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -402002.968750 Penalty: 4157.047852
	Iteration 19Q: 3 clusters Score -402003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -402012.250000 Penalty: 4157.047852
	Iteration 20F: 3 clusters Score -402012.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -402024.781250 Penalty: 4157.047852
	Iteration 21Q: 3 clusters Score -402024.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -402033.718750 Penalty: 4157.047852
	Iteration 22Q: 3 clusters Score -402033.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -402042.062500 Penalty: 4157.047852
	Iteration 23Q: 3 clusters Score -402042.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -402052.093750 Penalty: 4157.047852
	Iteration 24Q: 3 clusters Score -402052.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -402058.343750 Penalty: 4157.047852
	Iteration 25Q: 3 clusters Score -402058.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -402065.875000 Penalty: 4157.047852
	Iteration 26Q: 3 clusters Score -402065.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -402073.218750 Penalty: 4157.047852
	Iteration 27Q: 3 clusters Score -402073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -402075.343750 Penalty: 4157.047852
	Iteration 28Q: 3 clusters Score -402075.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -402078.531250 Penalty: 4157.047852
	Iteration 29Q: 3 clusters Score -402078.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -402082.843750 Penalty: 4157.047852
	Iteration 30Q: 3 clusters Score -402082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -402085.406250 Penalty: 4157.047852
	Iteration 31Q: 3 clusters Score -402085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -402087.218750 Penalty: 4157.047852
	Iteration 32Q: 3 clusters Score -402087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -402088.375000 Penalty: 4157.047852
	Iteration 33Q: 3 clusters Score -402088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -402089.437500 Penalty: 4157.047852
	Iteration 34Q: 3 clusters Score -402089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -402090.343750 Penalty: 4157.047852
	Iteration 35Q: 3 clusters Score -402090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -402092.218750 Penalty: 4157.047852
	Iteration 36Q: 3 clusters Score -402092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -402094.531250 Penalty: 4157.047852
	Iteration 37Q: 3 clusters Score -402094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -402095.937500 Penalty: 4157.047852
	Iteration 38Q: 3 clusters Score -402095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -402098.312500 Penalty: 4157.047852
	Iteration 39Q: 3 clusters Score -402098.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -402102.750000 Penalty: 4157.047852
	Iteration 40F: 3 clusters Score -402102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -402108.000000 Penalty: 4157.047852
	Iteration 41Q: 3 clusters Score -402108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -402112.937500 Penalty: 4157.047852
	Iteration 42Q: 3 clusters Score -402112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -402115.343750 Penalty: 4157.047852
	Iteration 43Q: 3 clusters Score -402115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -402118.531250 Penalty: 4157.047852
	Iteration 44Q: 3 clusters Score -402118.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -402120.656250 Penalty: 4157.047852
	Iteration 45Q: 3 clusters Score -402120.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -402123.406250 Penalty: 4157.047852
	Iteration 46Q: 3 clusters Score -402123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -402124.281250 Penalty: 4157.047852
	Iteration 47Q: 3 clusters Score -402124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -402126.156250 Penalty: 4157.047852
	Iteration 48Q: 3 clusters Score -402126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -402126.312500 Penalty: 4157.047852
	Iteration 49Q: 3 clusters Score -402126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -402126.781250 Penalty: 4157.047852
	Iteration 50Q: 3 clusters Score -402126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -402126.406250 Penalty: 4157.047852
	Iteration 51Q: 3 clusters Score -402126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -402126.406250 Penalty: 4157.047852
	Iteration 52F: 3 clusters Score -402126.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -127192.554688 Penalty: 1823.405396
	Iteration 0F: 2 clusters Score -127192.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124936.601562 Penalty: 3646.810791
	Iteration 0F: 3 clusters Score -124936.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -126047.351562 Penalty: 3646.810791
	Iteration 1F: 3 clusters Score -126047.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127161.781250 Penalty: 3646.810791
	Iteration 2F: 3 clusters Score -127161.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -127675.148438 Penalty: 3646.810791
	Iteration 3F: 3 clusters Score -127675.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127873.062500 Penalty: 3646.810791
	Iteration 4Q: 3 clusters Score -127873.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -127944.945312 Penalty: 3646.810791
	Iteration 5Q: 3 clusters Score -127944.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -127974.515625 Penalty: 3646.810791
	Iteration 6Q: 3 clusters Score -127974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -127989.289062 Penalty: 3646.810791
	Iteration 7Q: 3 clusters Score -127989.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -127998.867188 Penalty: 3646.810791
	Iteration 8Q: 3 clusters Score -127998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -128004.546875 Penalty: 3646.810791
	Iteration 9Q: 3 clusters Score -128004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -128004.546875 Penalty: 3646.810791
	Iteration 10F: 3 clusters Score -128004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1228 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
Score: -93618864.000000 Penalty: 92847.609375
Splitting cluster 11 changes total score from -93619960.000000 to -93618864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (165606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165606 members 
Entering Unmasked Estep 
Score: -15116543.000000 Penalty: 2980.306885
	Iteration 0F: 2 clusters Score -1.511654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -15005476.000000 Penalty: 5960.613770
	Iteration 0F: 3 clusters Score -1.500548e+07 nChanged 79235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -15051122.000000 Penalty: 5960.613770
	Iteration 1F: 3 clusters Score -1.505112e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -15052225.000000 Penalty: 5960.613770
	Iteration 2Q: 3 clusters Score -1.505222e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -15053577.000000 Penalty: 5960.613770
	Iteration 3Q: 3 clusters Score -1.505358e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -15055406.000000 Penalty: 5960.613770
	Iteration 4Q: 3 clusters Score -1.505541e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -15058031.000000 Penalty: 5960.613770
	Iteration 5Q: 3 clusters Score -1.505803e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -15061390.000000 Penalty: 5960.613770
	Iteration 6Q: 3 clusters Score -1.506139e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -15065947.000000 Penalty: 5960.613770
	Iteration 7F: 3 clusters Score -1.506595e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109780 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -15071511.000000 Penalty: 5960.613770
	Iteration 8F: 3 clusters Score -1.507151e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117836 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -15077720.000000 Penalty: 5960.613770
	Iteration 9F: 3 clusters Score -1.507772e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126274 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -15083803.000000 Penalty: 5960.613770
	Iteration 10F: 3 clusters Score -1.50838e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -15090231.000000 Penalty: 5960.613770
	Iteration 11F: 3 clusters Score -1.509023e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142501 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -15096413.000000 Penalty: 5960.613770
	Iteration 12Q: 3 clusters Score -1.509641e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -15101633.000000 Penalty: 5960.613770
	Iteration 13Q: 3 clusters Score -1.510163e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154202 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -15105633.000000 Penalty: 5960.613770
	Iteration 14Q: 3 clusters Score -1.510563e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157963 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -15108468.000000 Penalty: 5960.613770
	Iteration 15Q: 3 clusters Score -1.510847e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160642 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -15110440.000000 Penalty: 5960.613770
	Iteration 16Q: 3 clusters Score -1.511044e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -15111870.000000 Penalty: 5960.613770
	Iteration 17Q: 3 clusters Score -1.511187e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163591 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -15112684.000000 Penalty: 5960.613770
	Iteration 18Q: 3 clusters Score -1.511268e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164253 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -15113220.000000 Penalty: 5960.613770
	Iteration 19Q: 3 clusters Score -1.511322e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164608 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15113540.000000 Penalty: 5960.613770
	Iteration 20F: 3 clusters Score -1.511354e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -15113663.000000 Penalty: 5960.613770
	Iteration 21Q: 3 clusters Score -1.511366e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164929 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15113753.000000 Penalty: 5960.613770
	Iteration 22Q: 3 clusters Score -1.511375e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165004 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15113826.000000 Penalty: 5960.613770
	Iteration 23Q: 3 clusters Score -1.511383e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165060 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -15113875.000000 Penalty: 5960.613770
	Iteration 24Q: 3 clusters Score -1.511388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15113895.000000 Penalty: 5960.613770
	Iteration 25Q: 3 clusters Score -1.51139e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -15113922.000000 Penalty: 5960.613770
	Iteration 26Q: 3 clusters Score -1.511392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15113944.000000 Penalty: 5960.613770
	Iteration 27Q: 3 clusters Score -1.511394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165147 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15113956.000000 Penalty: 5960.613770
	Iteration 28Q: 3 clusters Score -1.511396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15113963.000000 Penalty: 5960.613770
	Iteration 29Q: 3 clusters Score -1.511396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15113973.000000 Penalty: 5960.613770
	Iteration 30Q: 3 clusters Score -1.511397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165172 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -15113987.000000 Penalty: 5960.613770
	Iteration 31Q: 3 clusters Score -1.511399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -15113992.000000 Penalty: 5960.613770
	Iteration 32Q: 3 clusters Score -1.511399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165182 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15113998.000000 Penalty: 5960.613770
	Iteration 33Q: 3 clusters Score -1.5114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165183 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15114011.000000 Penalty: 5960.613770
	Iteration 34Q: 3 clusters Score -1.511401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165188 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -15114009.000000 Penalty: 5960.613770
	Iteration 35Q: 3 clusters Score -1.511401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165191 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15114013.000000 Penalty: 5960.613770
	Iteration 36Q: 3 clusters Score -1.511401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165193 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15114019.000000 Penalty: 5960.613770
	Iteration 37Q: 3 clusters Score -1.511402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165194 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -15114024.000000 Penalty: 5960.613770
	Iteration 38Q: 3 clusters Score -1.511402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165194 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -15114031.000000 Penalty: 5960.613770
	Iteration 39Q: 3 clusters Score -1.511403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -15114025.000000 Penalty: 5960.613770
	Iteration 40F: 3 clusters Score -1.511402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165197 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -15114045.000000 Penalty: 5960.613770
	Iteration 41Q: 3 clusters Score -1.511404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165198 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15114038.000000 Penalty: 5960.613770
	Iteration 42Q: 3 clusters Score -1.511404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165198 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15114038.000000 Penalty: 5960.613770
	Iteration 43F: 3 clusters Score -1.511404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Entering Unmasked Estep 
Score: -3259514.750000 Penalty: 2590.092285
	Iteration 0F: 2 clusters Score -3259515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3236143.500000 Penalty: 5180.184570
	Iteration 0F: 3 clusters Score -3236144 nChanged 15655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3244584.250000 Penalty: 5180.184570
	Iteration 1F: 3 clusters Score -3244584 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3244984.750000 Penalty: 5180.184570
	Iteration 2Q: 3 clusters Score -3244985 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3245309.750000 Penalty: 5180.184570
	Iteration 3Q: 3 clusters Score -3245310 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3245590.750000 Penalty: 5180.184570
	Iteration 4Q: 3 clusters Score -3245591 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3245822.250000 Penalty: 5180.184570
	Iteration 5Q: 3 clusters Score -3245822 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3246035.750000 Penalty: 5180.184570
	Iteration 6Q: 3 clusters Score -3246036 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3246237.000000 Penalty: 5180.184570
	Iteration 7Q: 3 clusters Score -3246237 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3246455.250000 Penalty: 5180.184570
	Iteration 8Q: 3 clusters Score -3246455 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3246732.250000 Penalty: 5180.184570
	Iteration 9Q: 3 clusters Score -3246732 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3247060.500000 Penalty: 5180.184570
	Iteration 10Q: 3 clusters Score -3247060 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3247547.750000 Penalty: 5180.184570
	Iteration 11Q: 3 clusters Score -3247548 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3248317.250000 Penalty: 5180.184570
	Iteration 12Q: 3 clusters Score -3248317 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3249508.500000 Penalty: 5180.184570
	Iteration 13F: 3 clusters Score -3249508 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -3251170.750000 Penalty: 5180.184570
	Iteration 14F: 3 clusters Score -3251171 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3253119.000000 Penalty: 5180.184570
	Iteration 15F: 3 clusters Score -3253119 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3254879.750000 Penalty: 5180.184570
	Iteration 16F: 3 clusters Score -3254880 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3256041.250000 Penalty: 5180.184570
	Iteration 17Q: 3 clusters Score -3256041 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3256670.500000 Penalty: 5180.184570
	Iteration 18Q: 3 clusters Score -3256670 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3257001.250000 Penalty: 5180.184570
	Iteration 19Q: 3 clusters Score -3257001 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3257156.500000 Penalty: 5180.184570
	Iteration 20F: 3 clusters Score -3257156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3257249.000000 Penalty: 5180.184570
	Iteration 21Q: 3 clusters Score -3257249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3257304.500000 Penalty: 5180.184570
	Iteration 22Q: 3 clusters Score -3257304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3257323.250000 Penalty: 5180.184570
	Iteration 23Q: 3 clusters Score -3257323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3257333.750000 Penalty: 5180.184570
	Iteration 24Q: 3 clusters Score -3257334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3257348.250000 Penalty: 5180.184570
	Iteration 25Q: 3 clusters Score -3257348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3257354.500000 Penalty: 5180.184570
	Iteration 26Q: 3 clusters Score -3257354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3257357.750000 Penalty: 5180.184570
	Iteration 27Q: 3 clusters Score -3257358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3257359.750000 Penalty: 5180.184570
	Iteration 28Q: 3 clusters Score -3257360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3257364.000000 Penalty: 5180.184570
	Iteration 29Q: 3 clusters Score -3257364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3257363.500000 Penalty: 5180.184570
	Iteration 30Q: 3 clusters Score -3257364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3257364.500000 Penalty: 5180.184570
	Iteration 31Q: 3 clusters Score -3257364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3257364.000000 Penalty: 5180.184570
	Iteration 32Q: 3 clusters Score -3257364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3257364.000000 Penalty: 5180.184570
	Iteration 33F: 3 clusters Score -3257364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Entering Unmasked Estep 
Score: -733921.625000 Penalty: 2247.106201
	Iteration 0F: 2 clusters Score -733921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -727118.312500 Penalty: 4494.212402
	Iteration 0F: 3 clusters Score -727118.3 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -729100.125000 Penalty: 4494.212402
	Iteration 1F: 3 clusters Score -729100.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -729392.187500 Penalty: 4494.212402
	Iteration 2F: 3 clusters Score -729392.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -729605.125000 Penalty: 4494.212402
	Iteration 3F: 3 clusters Score -729605.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -729775.500000 Penalty: 4494.212402
	Iteration 4Q: 3 clusters Score -729775.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -729905.437500 Penalty: 4494.212402
	Iteration 5Q: 3 clusters Score -729905.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -730033.000000 Penalty: 4494.212402
	Iteration 6Q: 3 clusters Score -730033 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -730163.750000 Penalty: 4494.212402
	Iteration 7Q: 3 clusters Score -730163.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -730285.687500 Penalty: 4494.212402
	Iteration 8Q: 3 clusters Score -730285.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -730400.250000 Penalty: 4494.212402
	Iteration 9Q: 3 clusters Score -730400.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -730532.937500 Penalty: 4494.212402
	Iteration 10Q: 3 clusters Score -730532.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -730675.812500 Penalty: 4494.212402
	Iteration 11Q: 3 clusters Score -730675.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -730789.937500 Penalty: 4494.212402
	Iteration 12Q: 3 clusters Score -730789.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -730875.187500 Penalty: 4494.212402
	Iteration 13Q: 3 clusters Score -730875.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -730965.437500 Penalty: 4494.212402
	Iteration 14Q: 3 clusters Score -730965.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -731047.187500 Penalty: 4494.212402
	Iteration 15Q: 3 clusters Score -731047.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -731124.125000 Penalty: 4494.212402
	Iteration 16Q: 3 clusters Score -731124.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -731197.562500 Penalty: 4494.212402
	Iteration 17Q: 3 clusters Score -731197.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -731262.187500 Penalty: 4494.212402
	Iteration 18Q: 3 clusters Score -731262.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -731310.937500 Penalty: 4494.212402
	Iteration 19Q: 3 clusters Score -731310.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -731357.125000 Penalty: 4494.212402
	Iteration 20F: 3 clusters Score -731357.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -731388.312500 Penalty: 4494.212402
	Iteration 21Q: 3 clusters Score -731388.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -731420.187500 Penalty: 4494.212402
	Iteration 22Q: 3 clusters Score -731420.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -731451.375000 Penalty: 4494.212402
	Iteration 23Q: 3 clusters Score -731451.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -731479.687500 Penalty: 4494.212402
	Iteration 24Q: 3 clusters Score -731479.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -731507.625000 Penalty: 4494.212402
	Iteration 25Q: 3 clusters Score -731507.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -731533.125000 Penalty: 4494.212402
	Iteration 26Q: 3 clusters Score -731533.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -731564.125000 Penalty: 4494.212402
	Iteration 27Q: 3 clusters Score -731564.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -731586.750000 Penalty: 4494.212402
	Iteration 28Q: 3 clusters Score -731586.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -731607.687500 Penalty: 4494.212402
	Iteration 29Q: 3 clusters Score -731607.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -731624.125000 Penalty: 4494.212402
	Iteration 30Q: 3 clusters Score -731624.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -731637.062500 Penalty: 4494.212402
	Iteration 31Q: 3 clusters Score -731637.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -731646.187500 Penalty: 4494.212402
	Iteration 32Q: 3 clusters Score -731646.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -731653.250000 Penalty: 4494.212402
	Iteration 33Q: 3 clusters Score -731653.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -731660.250000 Penalty: 4494.212402
	Iteration 34Q: 3 clusters Score -731660.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -731665.250000 Penalty: 4494.212402
	Iteration 35Q: 3 clusters Score -731665.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -731675.750000 Penalty: 4494.212402
	Iteration 36Q: 3 clusters Score -731675.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -731683.125000 Penalty: 4494.212402
	Iteration 37Q: 3 clusters Score -731683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -731686.375000 Penalty: 4494.212402
	Iteration 38Q: 3 clusters Score -731686.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -731690.125000 Penalty: 4494.212402
	Iteration 39Q: 3 clusters Score -731690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -731694.500000 Penalty: 4494.212402
	Iteration 40F: 3 clusters Score -731694.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -731698.375000 Penalty: 4494.212402
	Iteration 41Q: 3 clusters Score -731698.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -731700.000000 Penalty: 4494.212402
	Iteration 42Q: 3 clusters Score -731700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -731702.375000 Penalty: 4494.212402
	Iteration 43Q: 3 clusters Score -731702.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -731705.500000 Penalty: 4494.212402
	Iteration 44Q: 3 clusters Score -731705.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -731708.875000 Penalty: 4494.212402
	Iteration 45Q: 3 clusters Score -731708.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -731712.875000 Penalty: 4494.212402
	Iteration 46Q: 3 clusters Score -731712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -731715.875000 Penalty: 4494.212402
	Iteration 47Q: 3 clusters Score -731715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -731719.375000 Penalty: 4494.212402
	Iteration 48Q: 3 clusters Score -731719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -731719.812500 Penalty: 4494.212402
	Iteration 49Q: 3 clusters Score -731719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -731722.812500 Penalty: 4494.212402
	Iteration 50Q: 3 clusters Score -731722.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -731729.625000 Penalty: 4494.212402
	Iteration 51Q: 3 clusters Score -731729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -731731.062500 Penalty: 4494.212402
	Iteration 52Q: 3 clusters Score -731731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -731733.500000 Penalty: 4494.212402
	Iteration 53Q: 3 clusters Score -731733.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -731738.812500 Penalty: 4494.212402
	Iteration 54Q: 3 clusters Score -731738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -731741.437500 Penalty: 4494.212402
	Iteration 55Q: 3 clusters Score -731741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -731741.500000 Penalty: 4494.212402
	Iteration 56Q: 3 clusters Score -731741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -731741.750000 Penalty: 4494.212402
	Iteration 57Q: 3 clusters Score -731741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -731744.000000 Penalty: 4494.212402
	Iteration 58Q: 3 clusters Score -731744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -731745.750000 Penalty: 4494.212402
	Iteration 59Q: 3 clusters Score -731745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -731745.437500 Penalty: 4494.212402
	Iteration 60F: 3 clusters Score -731745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -731743.937500 Penalty: 4494.212402
	Iteration 61Q: 3 clusters Score -731743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -731745.125000 Penalty: 4494.212402
	Iteration 62Q: 3 clusters Score -731745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -731749.250000 Penalty: 4494.212402
	Iteration 63Q: 3 clusters Score -731749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -731751.750000 Penalty: 4494.212402
	Iteration 64Q: 3 clusters Score -731751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -731752.437500 Penalty: 4494.212402
	Iteration 65Q: 3 clusters Score -731752.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -731757.500000 Penalty: 4494.212402
	Iteration 66Q: 3 clusters Score -731757.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -731760.125000 Penalty: 4494.212402
	Iteration 67Q: 3 clusters Score -731760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -731762.437500 Penalty: 4494.212402
	Iteration 68Q: 3 clusters Score -731762.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -731767.062500 Penalty: 4494.212402
	Iteration 69Q: 3 clusters Score -731767.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -731768.937500 Penalty: 4494.212402
	Iteration 70Q: 3 clusters Score -731768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -731774.687500 Penalty: 4494.212402
	Iteration 71Q: 3 clusters Score -731774.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -731779.562500 Penalty: 4494.212402
	Iteration 72Q: 3 clusters Score -731779.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -731781.500000 Penalty: 4494.212402
	Iteration 73Q: 3 clusters Score -731781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -731787.437500 Penalty: 4494.212402
	Iteration 74Q: 3 clusters Score -731787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -731790.500000 Penalty: 4494.212402
	Iteration 75Q: 3 clusters Score -731790.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -731793.750000 Penalty: 4494.212402
	Iteration 76Q: 3 clusters Score -731793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -731796.687500 Penalty: 4494.212402
	Iteration 77Q: 3 clusters Score -731796.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -731800.000000 Penalty: 4494.212402
	Iteration 78Q: 3 clusters Score -731800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -731805.187500 Penalty: 4494.212402
	Iteration 79Q: 3 clusters Score -731805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -731808.937500 Penalty: 4494.212402
	Iteration 80F: 3 clusters Score -731808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -731811.687500 Penalty: 4494.212402
	Iteration 81Q: 3 clusters Score -731811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -731814.312500 Penalty: 4494.212402
	Iteration 82Q: 3 clusters Score -731814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -731818.000000 Penalty: 4494.212402
	Iteration 83Q: 3 clusters Score -731818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -731820.812500 Penalty: 4494.212402
	Iteration 84Q: 3 clusters Score -731820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -731826.375000 Penalty: 4494.212402
	Iteration 85Q: 3 clusters Score -731826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -731826.875000 Penalty: 4494.212402
	Iteration 86Q: 3 clusters Score -731826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -731829.937500 Penalty: 4494.212402
	Iteration 87Q: 3 clusters Score -731829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -731831.562500 Penalty: 4494.212402
	Iteration 88Q: 3 clusters Score -731831.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -731835.375000 Penalty: 4494.212402
	Iteration 89Q: 3 clusters Score -731835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -731836.812500 Penalty: 4494.212402
	Iteration 90Q: 3 clusters Score -731836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -731843.250000 Penalty: 4494.212402
	Iteration 91Q: 3 clusters Score -731843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -731845.562500 Penalty: 4494.212402
	Iteration 92Q: 3 clusters Score -731845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -731847.875000 Penalty: 4494.212402
	Iteration 93Q: 3 clusters Score -731847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -731850.125000 Penalty: 4494.212402
	Iteration 94Q: 3 clusters Score -731850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -731854.437500 Penalty: 4494.212402
	Iteration 95Q: 3 clusters Score -731854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -731856.375000 Penalty: 4494.212402
	Iteration 96Q: 3 clusters Score -731856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -731858.937500 Penalty: 4494.212402
	Iteration 97Q: 3 clusters Score -731858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -731856.937500 Penalty: 4494.212402
	Iteration 98Q: 3 clusters Score -731856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -731859.000000 Penalty: 4494.212402
	Iteration 99Q: 3 clusters Score -731859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -731861.875000 Penalty: 4494.212402
	Iteration 100F: 3 clusters Score -731861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -731865.375000 Penalty: 4494.212402
	Iteration 101Q: 3 clusters Score -731865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -731868.312500 Penalty: 4494.212402
	Iteration 102Q: 3 clusters Score -731868.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -731869.687500 Penalty: 4494.212402
	Iteration 103Q: 3 clusters Score -731869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -731869.875000 Penalty: 4494.212402
	Iteration 104Q: 3 clusters Score -731869.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -731872.375000 Penalty: 4494.212402
	Iteration 105Q: 3 clusters Score -731872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -731873.000000 Penalty: 4494.212402
	Iteration 106Q: 3 clusters Score -731873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -731872.687500 Penalty: 4494.212402
	Iteration 107Q: 3 clusters Score -731872.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -731872.687500 Penalty: 4494.212402
	Iteration 108F: 3 clusters Score -731872.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -38011.140625 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -38011.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36528.863281 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -36528.86 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36939.550781 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -36939.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37293.609375 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -37293.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37482.109375 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -37482.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37672.378906 Penalty: 3118.777832
	Iteration 4F: 3 clusters Score -37672.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37891.050781 Penalty: 3118.777832
	Iteration 5F: 3 clusters Score -37891.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38246.996094 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -38247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38379.730469 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -38379.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38487.617188 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -38487.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38584.355469 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -38584.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38721.359375 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -38721.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38770.039062 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -38770.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38779.167969 Penalty: 3118.777832
	Iteration 12F: 3 clusters Score -38779.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38845.039062 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -38845.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38937.242188 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -38937.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38952.972656 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -38952.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38957.320312 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -38957.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38964.785156 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -38964.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38995.324219 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -38995.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39021.410156 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -39021.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39021.410156 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -39021.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 228 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 310 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
Score: -93619224.000000 Penalty: 92847.609375
Splitting cluster 16 changes total score from -93619960.000000 to -93619224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -205771.015625 Penalty: 1922.685669
	Iteration 0F: 2 clusters Score -205771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -202931.750000 Penalty: 3845.371338
	Iteration 0F: 3 clusters Score -202931.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -203405.656250 Penalty: 3845.371338
	Iteration 1F: 3 clusters Score -203405.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -203559.359375 Penalty: 3845.371338
	Iteration 2F: 3 clusters Score -203559.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -203654.734375 Penalty: 3845.371338
	Iteration 3Q: 3 clusters Score -203654.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -203713.375000 Penalty: 3845.371338
	Iteration 4Q: 3 clusters Score -203713.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -203759.765625 Penalty: 3845.371338
	Iteration 5Q: 3 clusters Score -203759.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -203799.218750 Penalty: 3845.371338
	Iteration 6Q: 3 clusters Score -203799.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -203836.515625 Penalty: 3845.371338
	Iteration 7Q: 3 clusters Score -203836.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -203869.078125 Penalty: 3845.371338
	Iteration 8Q: 3 clusters Score -203869.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -203894.968750 Penalty: 3845.371338
	Iteration 9Q: 3 clusters Score -203895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -203915.984375 Penalty: 3845.371338
	Iteration 10Q: 3 clusters Score -203916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -203934.187500 Penalty: 3845.371338
	Iteration 11Q: 3 clusters Score -203934.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -203956.734375 Penalty: 3845.371338
	Iteration 12Q: 3 clusters Score -203956.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -203979.375000 Penalty: 3845.371338
	Iteration 13Q: 3 clusters Score -203979.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -204014.390625 Penalty: 3845.371338
	Iteration 14Q: 3 clusters Score -204014.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -204062.359375 Penalty: 3845.371338
	Iteration 15Q: 3 clusters Score -204062.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -204096.093750 Penalty: 3845.371338
	Iteration 16Q: 3 clusters Score -204096.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -204120.203125 Penalty: 3845.371338
	Iteration 17Q: 3 clusters Score -204120.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -204137.875000 Penalty: 3845.371338
	Iteration 18Q: 3 clusters Score -204137.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -204155.906250 Penalty: 3845.371338
	Iteration 19Q: 3 clusters Score -204155.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -204169.390625 Penalty: 3845.371338
	Iteration 20F: 3 clusters Score -204169.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -204187.468750 Penalty: 3845.371338
	Iteration 21Q: 3 clusters Score -204187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -204204.250000 Penalty: 3845.371338
	Iteration 22Q: 3 clusters Score -204204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -204216.562500 Penalty: 3845.371338
	Iteration 23Q: 3 clusters Score -204216.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -204229.625000 Penalty: 3845.371338
	Iteration 24Q: 3 clusters Score -204229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -204238.609375 Penalty: 3845.371338
	Iteration 25Q: 3 clusters Score -204238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -204246.203125 Penalty: 3845.371338
	Iteration 26Q: 3 clusters Score -204246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -204250.890625 Penalty: 3845.371338
	Iteration 27Q: 3 clusters Score -204250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -204255.031250 Penalty: 3845.371338
	Iteration 28Q: 3 clusters Score -204255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -204258.531250 Penalty: 3845.371338
	Iteration 29Q: 3 clusters Score -204258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -204261.640625 Penalty: 3845.371338
	Iteration 30Q: 3 clusters Score -204261.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -204267.796875 Penalty: 3845.371338
	Iteration 31Q: 3 clusters Score -204267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -204272.234375 Penalty: 3845.371338
	Iteration 32Q: 3 clusters Score -204272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -204275.078125 Penalty: 3845.371338
	Iteration 33Q: 3 clusters Score -204275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -204277.359375 Penalty: 3845.371338
	Iteration 34Q: 3 clusters Score -204277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -204278.812500 Penalty: 3845.371338
	Iteration 35Q: 3 clusters Score -204278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -204278.812500 Penalty: 3845.371338
	Iteration 36F: 3 clusters Score -204278.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (163347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163347 members 
Entering Unmasked Estep 
Score: -14628516.000000 Penalty: 2976.900635
	Iteration 0F: 2 clusters Score -1.462852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -14519249.000000 Penalty: 5953.801270
	Iteration 0F: 3 clusters Score -1.451925e+07 nChanged 78248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -14564720.000000 Penalty: 5953.801270
	Iteration 1F: 3 clusters Score -1.456472e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -14565877.000000 Penalty: 5953.801270
	Iteration 2Q: 3 clusters Score -1.456588e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -14567673.000000 Penalty: 5953.801270
	Iteration 3Q: 3 clusters Score -1.456767e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -14570705.000000 Penalty: 5953.801270
	Iteration 4Q: 3 clusters Score -1.45707e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 108758 members 
Entering Unmasked Estep 
Score: -14576142.000000 Penalty: 5953.801270
	Iteration 5F: 3 clusters Score -1.457614e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 121249 members 
Entering Unmasked Estep 
Score: -14585712.000000 Penalty: 5953.801270
	Iteration 6F: 3 clusters Score -1.458571e+07 nChanged 14518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 135753 members 
Entering Unmasked Estep 
Score: -14598951.000000 Penalty: 5953.801270
	Iteration 7F: 3 clusters Score -1.459895e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 148944 members 
Entering Unmasked Estep 
Score: -14612029.000000 Penalty: 5953.801270
	Iteration 8F: 3 clusters Score -1.461203e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 157455 members 
Entering Unmasked Estep 
Score: -14620488.000000 Penalty: 5953.801270
	Iteration 9F: 3 clusters Score -1.462049e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -14624021.000000 Penalty: 5953.801270
	Iteration 10Q: 3 clusters Score -1.462402e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -14625184.000000 Penalty: 5953.801270
	Iteration 11Q: 3 clusters Score -1.462518e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 162912 members 
Entering Unmasked Estep 
Score: -14625546.000000 Penalty: 5953.801270
	Iteration 12Q: 3 clusters Score -1.462555e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -14625686.000000 Penalty: 5953.801270
	Iteration 13Q: 3 clusters Score -1.462569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 163047 members 
Entering Unmasked Estep 
Score: -14625765.000000 Penalty: 5953.801270
	Iteration 14Q: 3 clusters Score -1.462576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -14625832.000000 Penalty: 5953.801270
	Iteration 15Q: 3 clusters Score -1.462583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 163079 members 
Entering Unmasked Estep 
Score: -14625895.000000 Penalty: 5953.801270
	Iteration 16Q: 3 clusters Score -1.46259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 163086 members 
Entering Unmasked Estep 
Score: -14625913.000000 Penalty: 5953.801270
	Iteration 17Q: 3 clusters Score -1.462591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 163088 members 
Entering Unmasked Estep 
Score: -14625916.000000 Penalty: 5953.801270
	Iteration 18Q: 3 clusters Score -1.462592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -14625927.000000 Penalty: 5953.801270
	Iteration 19Q: 3 clusters Score -1.462593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163093 members 
Entering Unmasked Estep 
Score: -14625924.000000 Penalty: 5953.801270
	Iteration 20F: 3 clusters Score -1.462592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163092 members 
Entering Unmasked Estep 
Score: -14625933.000000 Penalty: 5953.801270
	Iteration 21Q: 3 clusters Score -1.462593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -14625934.000000 Penalty: 5953.801270
	Iteration 22Q: 3 clusters Score -1.462593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -14625934.000000 Penalty: 5953.801270
	Iteration 23F: 3 clusters Score -1.462593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Entering Unmasked Estep 
Score: -2753907.750000 Penalty: 2557.016846
	Iteration 0F: 2 clusters Score -2753908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2733220.500000 Penalty: 5114.033691
	Iteration 0F: 3 clusters Score -2733220 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2740684.250000 Penalty: 5114.033691
	Iteration 1F: 3 clusters Score -2740684 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2741194.250000 Penalty: 5114.033691
	Iteration 2Q: 3 clusters Score -2741194 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2741659.250000 Penalty: 5114.033691
	Iteration 3Q: 3 clusters Score -2741659 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2742130.500000 Penalty: 5114.033691
	Iteration 4Q: 3 clusters Score -2742130 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2742648.000000 Penalty: 5114.033691
	Iteration 5Q: 3 clusters Score -2742648 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2743274.750000 Penalty: 5114.033691
	Iteration 6Q: 3 clusters Score -2743275 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2744180.000000 Penalty: 5114.033691
	Iteration 7Q: 3 clusters Score -2744180 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2745446.250000 Penalty: 5114.033691
	Iteration 8F: 3 clusters Score -2745446 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2747030.750000 Penalty: 5114.033691
	Iteration 9F: 3 clusters Score -2747031 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2748642.250000 Penalty: 5114.033691
	Iteration 10F: 3 clusters Score -2748642 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2749924.000000 Penalty: 5114.033691
	Iteration 11F: 3 clusters Score -2749924 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2750687.500000 Penalty: 5114.033691
	Iteration 12Q: 3 clusters Score -2750688 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2751143.500000 Penalty: 5114.033691
	Iteration 13Q: 3 clusters Score -2751144 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2751518.750000 Penalty: 5114.033691
	Iteration 14Q: 3 clusters Score -2751519 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2751819.000000 Penalty: 5114.033691
	Iteration 15Q: 3 clusters Score -2751819 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2752027.000000 Penalty: 5114.033691
	Iteration 16Q: 3 clusters Score -2752027 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2752159.750000 Penalty: 5114.033691
	Iteration 17Q: 3 clusters Score -2752160 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2752213.500000 Penalty: 5114.033691
	Iteration 18Q: 3 clusters Score -2752214 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2752259.750000 Penalty: 5114.033691
	Iteration 19Q: 3 clusters Score -2752260 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2752299.500000 Penalty: 5114.033691
	Iteration 20F: 3 clusters Score -2752300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2752318.750000 Penalty: 5114.033691
	Iteration 21Q: 3 clusters Score -2752319 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2752331.500000 Penalty: 5114.033691
	Iteration 22Q: 3 clusters Score -2752332 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2752340.500000 Penalty: 5114.033691
	Iteration 23Q: 3 clusters Score -2752340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2752353.250000 Penalty: 5114.033691
	Iteration 24Q: 3 clusters Score -2752353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2752365.500000 Penalty: 5114.033691
	Iteration 25Q: 3 clusters Score -2752366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2752363.500000 Penalty: 5114.033691
	Iteration 26Q: 3 clusters Score -2752364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2752366.750000 Penalty: 5114.033691
	Iteration 27Q: 3 clusters Score -2752367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2752369.250000 Penalty: 5114.033691
	Iteration 28Q: 3 clusters Score -2752369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2752379.250000 Penalty: 5114.033691
	Iteration 29Q: 3 clusters Score -2752379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2752377.750000 Penalty: 5114.033691
	Iteration 30Q: 3 clusters Score -2752378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2752385.000000 Penalty: 5114.033691
	Iteration 31Q: 3 clusters Score -2752385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2752391.750000 Penalty: 5114.033691
	Iteration 32Q: 3 clusters Score -2752392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2752399.000000 Penalty: 5114.033691
	Iteration 33Q: 3 clusters Score -2752399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2752414.750000 Penalty: 5114.033691
	Iteration 34Q: 3 clusters Score -2752415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2752417.000000 Penalty: 5114.033691
	Iteration 35Q: 3 clusters Score -2752417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2752417.250000 Penalty: 5114.033691
	Iteration 36Q: 3 clusters Score -2752417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2752429.250000 Penalty: 5114.033691
	Iteration 37Q: 3 clusters Score -2752429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2752426.750000 Penalty: 5114.033691
	Iteration 38Q: 3 clusters Score -2752427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2752425.750000 Penalty: 5114.033691
	Iteration 39Q: 3 clusters Score -2752426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2752433.000000 Penalty: 5114.033691
	Iteration 40F: 3 clusters Score -2752433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2752426.750000 Penalty: 5114.033691
	Iteration 41Q: 3 clusters Score -2752427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2752431.750000 Penalty: 5114.033691
	Iteration 42Q: 3 clusters Score -2752432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2752429.750000 Penalty: 5114.033691
	Iteration 43Q: 3 clusters Score -2752430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2752434.250000 Penalty: 5114.033691
	Iteration 44Q: 3 clusters Score -2752434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2752434.750000 Penalty: 5114.033691
	Iteration 45Q: 3 clusters Score -2752435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2752440.000000 Penalty: 5114.033691
	Iteration 46Q: 3 clusters Score -2752440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2752439.250000 Penalty: 5114.033691
	Iteration 47Q: 3 clusters Score -2752439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2752442.500000 Penalty: 5114.033691
	Iteration 48Q: 3 clusters Score -2752442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2752439.500000 Penalty: 5114.033691
	Iteration 49Q: 3 clusters Score -2752440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2752445.250000 Penalty: 5114.033691
	Iteration 50Q: 3 clusters Score -2752445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2752443.000000 Penalty: 5114.033691
	Iteration 51Q: 3 clusters Score -2752443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2752444.250000 Penalty: 5114.033691
	Iteration 52Q: 3 clusters Score -2752444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2752444.750000 Penalty: 5114.033691
	Iteration 53Q: 3 clusters Score -2752445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2752444.750000 Penalty: 5114.033691
	Iteration 54F: 3 clusters Score -2752445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (438351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438351 members 
Entering Unmasked Estep 
Score: -40276452.000000 Penalty: 3221.712158
	Iteration 0F: 2 clusters Score -4.027645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219064 members 
Mstep: Class 2 contains 219287 members 
Entering Unmasked Estep 
Score: -39981280.000000 Penalty: 6443.424316
	Iteration 0F: 3 clusters Score -3.998128e+07 nChanged 213763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214669 members 
Mstep: Class 2 contains 223682 members 
Entering Unmasked Estep 
Score: -40109412.000000 Penalty: 6443.424316
	Iteration 1F: 3 clusters Score -4.010941e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212527 members 
Mstep: Class 2 contains 225824 members 
Entering Unmasked Estep 
Score: -40111464.000000 Penalty: 6443.424316
	Iteration 2Q: 3 clusters Score -4.011146e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209391 members 
Mstep: Class 2 contains 228960 members 
Entering Unmasked Estep 
Score: -40114080.000000 Penalty: 6443.424316
	Iteration 3Q: 3 clusters Score -4.011408e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204940 members 
Mstep: Class 2 contains 233411 members 
Entering Unmasked Estep 
Score: -40116992.000000 Penalty: 6443.424316
	Iteration 4Q: 3 clusters Score -4.011699e+07 nChanged 14015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198505 members 
Mstep: Class 2 contains 239846 members 
Entering Unmasked Estep 
Score: -40121120.000000 Penalty: 6443.424316
	Iteration 5Q: 3 clusters Score -4.012112e+07 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189255 members 
Mstep: Class 2 contains 249096 members 
Entering Unmasked Estep 
Score: -40127388.000000 Penalty: 6443.424316
	Iteration 6Q: 3 clusters Score -4.012739e+07 nChanged 19724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176279 members 
Mstep: Class 2 contains 262072 members 
Entering Unmasked Estep 
Score: -40137428.000000 Penalty: 6443.424316
	Iteration 7Q: 3 clusters Score -4.013743e+07 nChanged 23213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158980 members 
Mstep: Class 2 contains 279371 members 
Entering Unmasked Estep 
Score: -40152868.000000 Penalty: 6443.424316
	Iteration 8F: 3 clusters Score -4.015287e+07 nChanged 26468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137438 members 
Mstep: Class 2 contains 300913 members 
Entering Unmasked Estep 
Score: -40172132.000000 Penalty: 6443.424316
	Iteration 9F: 3 clusters Score -4.017213e+07 nChanged 27211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 324540 members 
Entering Unmasked Estep 
Score: -40193572.000000 Penalty: 6443.424316
	Iteration 10F: 3 clusters Score -4.019357e+07 nChanged 25115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 347681 members 
Entering Unmasked Estep 
Score: -40213060.000000 Penalty: 6443.424316
	Iteration 11F: 3 clusters Score -4.021306e+07 nChanged 21669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 368694 members 
Entering Unmasked Estep 
Score: -40229604.000000 Penalty: 6443.424316
	Iteration 12Q: 3 clusters Score -4.02296e+07 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 387051 members 
Entering Unmasked Estep 
Score: -40242748.000000 Penalty: 6443.424316
	Iteration 13Q: 3 clusters Score -4.024275e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 402211 members 
Entering Unmasked Estep 
Score: -40253100.000000 Penalty: 6443.424316
	Iteration 14Q: 3 clusters Score -4.02531e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 414042 members 
Entering Unmasked Estep 
Score: -40260692.000000 Penalty: 6443.424316
	Iteration 15Q: 3 clusters Score -4.026069e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 422453 members 
Entering Unmasked Estep 
Score: -40265748.000000 Penalty: 6443.424316
	Iteration 16Q: 3 clusters Score -4.026575e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 428022 members 
Entering Unmasked Estep 
Score: -40268804.000000 Penalty: 6443.424316
	Iteration 17Q: 3 clusters Score -4.02688e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 431566 members 
Entering Unmasked Estep 
Score: -40270648.000000 Penalty: 6443.424316
	Iteration 18Q: 3 clusters Score -4.027065e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 433725 members 
Entering Unmasked Estep 
Score: -40271928.000000 Penalty: 6443.424316
	Iteration 19Q: 3 clusters Score -4.027193e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 435017 members 
Entering Unmasked Estep 
Score: -40272516.000000 Penalty: 6443.424316
	Iteration 20F: 3 clusters Score -4.027252e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 435771 members 
Entering Unmasked Estep 
Score: -40272916.000000 Penalty: 6443.424316
	Iteration 21Q: 3 clusters Score -4.027292e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 436255 members 
Entering Unmasked Estep 
Score: -40273200.000000 Penalty: 6443.424316
	Iteration 22Q: 3 clusters Score -4.02732e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 436562 members 
Entering Unmasked Estep 
Score: -40273320.000000 Penalty: 6443.424316
	Iteration 23Q: 3 clusters Score -4.027332e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 436751 members 
Entering Unmasked Estep 
Score: -40273420.000000 Penalty: 6443.424316
	Iteration 24Q: 3 clusters Score -4.027342e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 436876 members 
Entering Unmasked Estep 
Score: -40273512.000000 Penalty: 6443.424316
	Iteration 25Q: 3 clusters Score -4.027351e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 436965 members 
Entering Unmasked Estep 
Score: -40273592.000000 Penalty: 6443.424316
	Iteration 26Q: 3 clusters Score -4.027359e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 437043 members 
Entering Unmasked Estep 
Score: -40273608.000000 Penalty: 6443.424316
	Iteration 27Q: 3 clusters Score -4.027361e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 437099 members 
Entering Unmasked Estep 
Score: -40273636.000000 Penalty: 6443.424316
	Iteration 28Q: 3 clusters Score -4.027364e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 437152 members 
Entering Unmasked Estep 
Score: -40273648.000000 Penalty: 6443.424316
	Iteration 29Q: 3 clusters Score -4.027365e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 437200 members 
Entering Unmasked Estep 
Score: -40273652.000000 Penalty: 6443.424316
	Iteration 30Q: 3 clusters Score -4.027365e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 437231 members 
Entering Unmasked Estep 
Score: -40273672.000000 Penalty: 6443.424316
	Iteration 31Q: 3 clusters Score -4.027367e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 437257 members 
Entering Unmasked Estep 
Score: -40273676.000000 Penalty: 6443.424316
	Iteration 32Q: 3 clusters Score -4.027368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 437277 members 
Entering Unmasked Estep 
Score: -40273708.000000 Penalty: 6443.424316
	Iteration 33Q: 3 clusters Score -4.027371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 437288 members 
Entering Unmasked Estep 
Score: -40273712.000000 Penalty: 6443.424316
	Iteration 34Q: 3 clusters Score -4.027371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 437302 members 
Entering Unmasked Estep 
Score: -40273760.000000 Penalty: 6443.424316
	Iteration 35Q: 3 clusters Score -4.027376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 437319 members 
Entering Unmasked Estep 
Score: -40273800.000000 Penalty: 6443.424316
	Iteration 36Q: 3 clusters Score -4.02738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 437335 members 
Entering Unmasked Estep 
Score: -40273796.000000 Penalty: 6443.424316
	Iteration 37Q: 3 clusters Score -4.02738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 437341 members 
Entering Unmasked Estep 
Score: -40273768.000000 Penalty: 6443.424316
	Iteration 38Q: 3 clusters Score -4.027377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 437347 members 
Entering Unmasked Estep 
Score: -40273768.000000 Penalty: 6443.424316
	Iteration 39Q: 3 clusters Score -4.027377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 437351 members 
Entering Unmasked Estep 
Score: -40273772.000000 Penalty: 6443.424316
	Iteration 40F: 3 clusters Score -4.027377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 437356 members 
Entering Unmasked Estep 
Score: -40273752.000000 Penalty: 6443.424316
	Iteration 41Q: 3 clusters Score -4.027375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 437359 members 
Entering Unmasked Estep 
Score: -40273760.000000 Penalty: 6443.424316
	Iteration 42Q: 3 clusters Score -4.027376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 437366 members 
Entering Unmasked Estep 
Score: -40273760.000000 Penalty: 6443.424316
	Iteration 43Q: 3 clusters Score -4.027376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 437372 members 
Entering Unmasked Estep 
Score: -40273792.000000 Penalty: 6443.424316
	Iteration 44Q: 3 clusters Score -4.027379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 437379 members 
Entering Unmasked Estep 
Score: -40273772.000000 Penalty: 6443.424316
	Iteration 45Q: 3 clusters Score -4.027377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 437384 members 
Entering Unmasked Estep 
Score: -40273784.000000 Penalty: 6443.424316
	Iteration 46Q: 3 clusters Score -4.027378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 437389 members 
Entering Unmasked Estep 
Score: -40273780.000000 Penalty: 6443.424316
	Iteration 47Q: 3 clusters Score -4.027378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 437392 members 
Entering Unmasked Estep 
Score: -40273776.000000 Penalty: 6443.424316
	Iteration 48Q: 3 clusters Score -4.027378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 437395 members 
Entering Unmasked Estep 
Score: -40273776.000000 Penalty: 6443.424316
	Iteration 49Q: 3 clusters Score -4.027378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 437400 members 
Entering Unmasked Estep 
Score: -40273788.000000 Penalty: 6443.424316
	Iteration 50Q: 3 clusters Score -4.027379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 437404 members 
Entering Unmasked Estep 
Score: -40273812.000000 Penalty: 6443.424316
	Iteration 51Q: 3 clusters Score -4.027381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 437408 members 
Entering Unmasked Estep 
Score: -40273812.000000 Penalty: 6443.424316
	Iteration 52Q: 3 clusters Score -4.027381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 437407 members 
Entering Unmasked Estep 
Score: -40273804.000000 Penalty: 6443.424316
	Iteration 53Q: 3 clusters Score -4.02738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 437407 members 
Entering Unmasked Estep 
Score: -40273804.000000 Penalty: 6443.424316
	Iteration 54F: 3 clusters Score -4.02738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -373537.625000 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -373537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -369403.843750 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -369403.8 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -370318.281250 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -370318.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -370518.312500 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -370518.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -370663.437500 Penalty: 4161.573242
	Iteration 3F: 3 clusters Score -370663.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -370768.531250 Penalty: 4161.573242
	Iteration 4Q: 3 clusters Score -370768.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -370853.593750 Penalty: 4161.573242
	Iteration 5Q: 3 clusters Score -370853.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -370930.000000 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -370930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -371010.437500 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -371010.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -371096.531250 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -371096.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -371174.312500 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -371174.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -371266.406250 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -371266.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -371362.937500 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -371362.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -371443.031250 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -371443 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -371511.531250 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -371511.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -371593.843750 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -371593.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -371675.750000 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -371675.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -371761.187500 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -371761.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -371836.218750 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -371836.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -371902.906250 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -371902.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -371946.593750 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -371946.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -371988.968750 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -371989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -372017.031250 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -372017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -372039.437500 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -372039.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -372052.062500 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -372052.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -372065.312500 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -372065.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -372082.500000 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -372082.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -372089.718750 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -372089.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -372104.093750 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -372104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -372110.937500 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -372110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -372118.343750 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -372118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -372123.312500 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -372123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -372127.375000 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -372127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -372130.031250 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -372130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -372131.593750 Penalty: 4161.573242
	Iteration 33Q: 3 clusters Score -372131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -372133.375000 Penalty: 4161.573242
	Iteration 34Q: 3 clusters Score -372133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -372133.218750 Penalty: 4161.573242
	Iteration 35Q: 3 clusters Score -372133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -372133.218750 Penalty: 4161.573242
	Iteration 36F: 3 clusters Score -372133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Entering Unmasked Estep 
Score: -1434666.375000 Penalty: 2415.789307
	Iteration 0F: 2 clusters Score -1434666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1422539.625000 Penalty: 4831.578613
	Iteration 0F: 3 clusters Score -1422540 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1426579.750000 Penalty: 4831.578613
	Iteration 1F: 3 clusters Score -1426580 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1427046.000000 Penalty: 4831.578613
	Iteration 2F: 3 clusters Score -1427046 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1427525.750000 Penalty: 4831.578613
	Iteration 3F: 3 clusters Score -1427526 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1428097.000000 Penalty: 4831.578613
	Iteration 4F: 3 clusters Score -1428097 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1428868.250000 Penalty: 4831.578613
	Iteration 5F: 3 clusters Score -1428868 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1429870.375000 Penalty: 4831.578613
	Iteration 6F: 3 clusters Score -1429870 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1430996.000000 Penalty: 4831.578613
	Iteration 7F: 3 clusters Score -1430996 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1432010.250000 Penalty: 4831.578613
	Iteration 8F: 3 clusters Score -1432010 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1432915.500000 Penalty: 4831.578613
	Iteration 9F: 3 clusters Score -1432916 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1433603.250000 Penalty: 4831.578613
	Iteration 10Q: 3 clusters Score -1433603 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1434151.500000 Penalty: 4831.578613
	Iteration 11Q: 3 clusters Score -1434152 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1434625.875000 Penalty: 4831.578613
	Iteration 12Q: 3 clusters Score -1434626 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1434912.500000 Penalty: 4831.578613
	Iteration 13Q: 3 clusters Score -1434912 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1435096.500000 Penalty: 4831.578613
	Iteration 14Q: 3 clusters Score -1435096 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1435196.750000 Penalty: 4831.578613
	Iteration 15Q: 3 clusters Score -1435197 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1435263.500000 Penalty: 4831.578613
	Iteration 16Q: 3 clusters Score -1435264 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1435294.875000 Penalty: 4831.578613
	Iteration 17Q: 3 clusters Score -1435295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1435320.125000 Penalty: 4831.578613
	Iteration 18Q: 3 clusters Score -1435320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1435334.625000 Penalty: 4831.578613
	Iteration 19Q: 3 clusters Score -1435335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1435352.000000 Penalty: 4831.578613
	Iteration 20F: 3 clusters Score -1435352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1435364.000000 Penalty: 4831.578613
	Iteration 21Q: 3 clusters Score -1435364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1435375.500000 Penalty: 4831.578613
	Iteration 22Q: 3 clusters Score -1435376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1435387.250000 Penalty: 4831.578613
	Iteration 23Q: 3 clusters Score -1435387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1435390.250000 Penalty: 4831.578613
	Iteration 24Q: 3 clusters Score -1435390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1435394.125000 Penalty: 4831.578613
	Iteration 25Q: 3 clusters Score -1435394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1435396.375000 Penalty: 4831.578613
	Iteration 26Q: 3 clusters Score -1435396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1435402.625000 Penalty: 4831.578613
	Iteration 27Q: 3 clusters Score -1435403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1435401.125000 Penalty: 4831.578613
	Iteration 28Q: 3 clusters Score -1435401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1435404.500000 Penalty: 4831.578613
	Iteration 29Q: 3 clusters Score -1435404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1435405.625000 Penalty: 4831.578613
	Iteration 30Q: 3 clusters Score -1435406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1435403.125000 Penalty: 4831.578613
	Iteration 31Q: 3 clusters Score -1435403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1435406.625000 Penalty: 4831.578613
	Iteration 32Q: 3 clusters Score -1435407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1435407.125000 Penalty: 4831.578613
	Iteration 33Q: 3 clusters Score -1435407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1435407.125000 Penalty: 4831.578613
	Iteration 34F: 3 clusters Score -1435407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 4203 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
Score: -93619376.000000 Penalty: 92847.609375
Splitting cluster 22 changes total score from -93619960.000000 to -93619376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (30775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Entering Unmasked Estep 
Score: -2809436.000000 Penalty: 2562.945557
	Iteration 0F: 2 clusters Score -2809436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2788400.000000 Penalty: 5125.891113
	Iteration 0F: 3 clusters Score -2788400 nChanged 13935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2796167.250000 Penalty: 5125.891113
	Iteration 1F: 3 clusters Score -2796167 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2796683.250000 Penalty: 5125.891113
	Iteration 2F: 3 clusters Score -2796683 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2797199.000000 Penalty: 5125.891113
	Iteration 3Q: 3 clusters Score -2797199 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2797841.500000 Penalty: 5125.891113
	Iteration 4Q: 3 clusters Score -2797842 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2798679.750000 Penalty: 5125.891113
	Iteration 5Q: 3 clusters Score -2798680 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2799919.750000 Penalty: 5125.891113
	Iteration 6F: 3 clusters Score -2799920 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2801553.250000 Penalty: 5125.891113
	Iteration 7F: 3 clusters Score -2801553 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2803175.750000 Penalty: 5125.891113
	Iteration 8F: 3 clusters Score -2803176 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2804368.750000 Penalty: 5125.891113
	Iteration 9F: 3 clusters Score -2804369 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2805038.750000 Penalty: 5125.891113
	Iteration 10Q: 3 clusters Score -2805039 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2805357.750000 Penalty: 5125.891113
	Iteration 11Q: 3 clusters Score -2805358 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2805554.750000 Penalty: 5125.891113
	Iteration 12Q: 3 clusters Score -2805555 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2805692.250000 Penalty: 5125.891113
	Iteration 13Q: 3 clusters Score -2805692 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2805793.500000 Penalty: 5125.891113
	Iteration 14Q: 3 clusters Score -2805794 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2805893.750000 Penalty: 5125.891113
	Iteration 15Q: 3 clusters Score -2805894 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2805968.000000 Penalty: 5125.891113
	Iteration 16Q: 3 clusters Score -2805968 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2806058.250000 Penalty: 5125.891113
	Iteration 17Q: 3 clusters Score -2806058 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2806136.750000 Penalty: 5125.891113
	Iteration 18Q: 3 clusters Score -2806137 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2806192.750000 Penalty: 5125.891113
	Iteration 19Q: 3 clusters Score -2806193 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2806278.250000 Penalty: 5125.891113
	Iteration 20F: 3 clusters Score -2806278 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2806328.250000 Penalty: 5125.891113
	Iteration 21Q: 3 clusters Score -2806328 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2806410.250000 Penalty: 5125.891113
	Iteration 22Q: 3 clusters Score -2806410 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2806461.750000 Penalty: 5125.891113
	Iteration 23Q: 3 clusters Score -2806462 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2806506.000000 Penalty: 5125.891113
	Iteration 24Q: 3 clusters Score -2806506 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2806567.250000 Penalty: 5125.891113
	Iteration 25Q: 3 clusters Score -2806567 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2806598.750000 Penalty: 5125.891113
	Iteration 26Q: 3 clusters Score -2806599 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2806624.250000 Penalty: 5125.891113
	Iteration 27Q: 3 clusters Score -2806624 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2806658.750000 Penalty: 5125.891113
	Iteration 28Q: 3 clusters Score -2806659 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2806680.500000 Penalty: 5125.891113
	Iteration 29Q: 3 clusters Score -2806680 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2806721.250000 Penalty: 5125.891113
	Iteration 30Q: 3 clusters Score -2806721 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2806748.250000 Penalty: 5125.891113
	Iteration 31Q: 3 clusters Score -2806748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2806766.250000 Penalty: 5125.891113
	Iteration 32Q: 3 clusters Score -2806766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2806775.500000 Penalty: 5125.891113
	Iteration 33Q: 3 clusters Score -2806776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2806778.500000 Penalty: 5125.891113
	Iteration 34Q: 3 clusters Score -2806778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2806798.250000 Penalty: 5125.891113
	Iteration 35Q: 3 clusters Score -2806798 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2806804.250000 Penalty: 5125.891113
	Iteration 36Q: 3 clusters Score -2806804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2806829.000000 Penalty: 5125.891113
	Iteration 37Q: 3 clusters Score -2806829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2806837.250000 Penalty: 5125.891113
	Iteration 38Q: 3 clusters Score -2806837 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2806846.500000 Penalty: 5125.891113
	Iteration 39Q: 3 clusters Score -2806846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2806852.250000 Penalty: 5125.891113
	Iteration 40F: 3 clusters Score -2806852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2806858.250000 Penalty: 5125.891113
	Iteration 41Q: 3 clusters Score -2806858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2806864.750000 Penalty: 5125.891113
	Iteration 42Q: 3 clusters Score -2806865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2806871.000000 Penalty: 5125.891113
	Iteration 43Q: 3 clusters Score -2806871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2806871.750000 Penalty: 5125.891113
	Iteration 44Q: 3 clusters Score -2806872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2806863.750000 Penalty: 5125.891113
	Iteration 45Q: 3 clusters Score -2806864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2806856.500000 Penalty: 5125.891113
	Iteration 46Q: 3 clusters Score -2806856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2806859.500000 Penalty: 5125.891113
	Iteration 47Q: 3 clusters Score -2806860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2806862.500000 Penalty: 5125.891113
	Iteration 48Q: 3 clusters Score -2806862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2806878.250000 Penalty: 5125.891113
	Iteration 49Q: 3 clusters Score -2806878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2806873.250000 Penalty: 5125.891113
	Iteration 50Q: 3 clusters Score -2806873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2806884.000000 Penalty: 5125.891113
	Iteration 51Q: 3 clusters Score -2806884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2806895.250000 Penalty: 5125.891113
	Iteration 52Q: 3 clusters Score -2806895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2806890.750000 Penalty: 5125.891113
	Iteration 53Q: 3 clusters Score -2806891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2806899.750000 Penalty: 5125.891113
	Iteration 54Q: 3 clusters Score -2806900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2806906.000000 Penalty: 5125.891113
	Iteration 55Q: 3 clusters Score -2806906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2806905.500000 Penalty: 5125.891113
	Iteration 56Q: 3 clusters Score -2806906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2806914.750000 Penalty: 5125.891113
	Iteration 57Q: 3 clusters Score -2806915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2806918.500000 Penalty: 5125.891113
	Iteration 58Q: 3 clusters Score -2806918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2806934.250000 Penalty: 5125.891113
	Iteration 59Q: 3 clusters Score -2806934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2806935.000000 Penalty: 5125.891113
	Iteration 60F: 3 clusters Score -2806935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2806934.250000 Penalty: 5125.891113
	Iteration 61Q: 3 clusters Score -2806934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2806936.500000 Penalty: 5125.891113
	Iteration 62Q: 3 clusters Score -2806936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2806938.750000 Penalty: 5125.891113
	Iteration 63Q: 3 clusters Score -2806939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2806941.750000 Penalty: 5125.891113
	Iteration 64Q: 3 clusters Score -2806942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2806944.500000 Penalty: 5125.891113
	Iteration 65Q: 3 clusters Score -2806944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2806939.500000 Penalty: 5125.891113
	Iteration 66Q: 3 clusters Score -2806940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2806938.250000 Penalty: 5125.891113
	Iteration 67Q: 3 clusters Score -2806938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2806941.750000 Penalty: 5125.891113
	Iteration 68Q: 3 clusters Score -2806942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2806935.000000 Penalty: 5125.891113
	Iteration 69Q: 3 clusters Score -2806935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2806939.250000 Penalty: 5125.891113
	Iteration 70Q: 3 clusters Score -2806939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2806934.500000 Penalty: 5125.891113
	Iteration 71Q: 3 clusters Score -2806934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2806940.500000 Penalty: 5125.891113
	Iteration 72Q: 3 clusters Score -2806940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2806941.500000 Penalty: 5125.891113
	Iteration 73Q: 3 clusters Score -2806942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2806939.000000 Penalty: 5125.891113
	Iteration 74Q: 3 clusters Score -2806939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2806940.500000 Penalty: 5125.891113
	Iteration 75Q: 3 clusters Score -2806940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2806942.000000 Penalty: 5125.891113
	Iteration 76Q: 3 clusters Score -2806942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2806941.250000 Penalty: 5125.891113
	Iteration 77Q: 3 clusters Score -2806941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2806939.000000 Penalty: 5125.891113
	Iteration 78Q: 3 clusters Score -2806939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2806938.000000 Penalty: 5125.891113
	Iteration 79Q: 3 clusters Score -2806938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2806938.000000 Penalty: 5125.891113
	Iteration 80F: 3 clusters Score -2806938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2806937.750000 Penalty: 5125.891113
	Iteration 81Q: 3 clusters Score -2806938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2806940.000000 Penalty: 5125.891113
	Iteration 82Q: 3 clusters Score -2806940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2806934.000000 Penalty: 5125.891113
	Iteration 83Q: 3 clusters Score -2806934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2806935.250000 Penalty: 5125.891113
	Iteration 84Q: 3 clusters Score -2806935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2806937.000000 Penalty: 5125.891113
	Iteration 85Q: 3 clusters Score -2806937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2806937.000000 Penalty: 5125.891113
	Iteration 86F: 3 clusters Score -2806937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -137374.234375 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -137374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -135047.703125 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -135047.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -135773.328125 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -135773.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -136095.906250 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -136095.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -136462.640625 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -136462.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -136909.281250 Penalty: 3686.218506
	Iteration 4F: 3 clusters Score -136909.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -137206.796875 Penalty: 3686.218506
	Iteration 5F: 3 clusters Score -137206.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137468.390625 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -137468.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137556.875000 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -137556.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -137601.781250 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -137601.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -137652.234375 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -137652.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -137712.500000 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -137712.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -137751.703125 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -137751.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -137779.750000 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -137779.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -137801.453125 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -137801.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -137812.750000 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -137812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -137818.437500 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -137818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -137820.140625 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -137820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -137820.687500 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -137820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -137820.687500 Penalty: 3686.218506
	Iteration 18F: 3 clusters Score -137820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
Score: -93618808.000000 Penalty: 92847.609375
Splitting cluster 24 changes total score from -93619960.000000 to -93618808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (6365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Entering Unmasked Estep 
Score: -591250.812500 Penalty: 2172.125244
	Iteration 0F: 2 clusters Score -591250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -585834.062500 Penalty: 4344.250488
	Iteration 0F: 3 clusters Score -585834.1 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -587183.750000 Penalty: 4344.250488
	Iteration 1F: 3 clusters Score -587183.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -587398.000000 Penalty: 4344.250488
	Iteration 2F: 3 clusters Score -587398 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -587533.312500 Penalty: 4344.250488
	Iteration 3Q: 3 clusters Score -587533.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -587633.187500 Penalty: 4344.250488
	Iteration 4Q: 3 clusters Score -587633.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -587708.812500 Penalty: 4344.250488
	Iteration 5Q: 3 clusters Score -587708.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -587770.437500 Penalty: 4344.250488
	Iteration 6Q: 3 clusters Score -587770.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -587834.562500 Penalty: 4344.250488
	Iteration 7Q: 3 clusters Score -587834.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -587902.437500 Penalty: 4344.250488
	Iteration 8Q: 3 clusters Score -587902.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -587969.750000 Penalty: 4344.250488
	Iteration 9Q: 3 clusters Score -587969.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -588049.500000 Penalty: 4344.250488
	Iteration 10Q: 3 clusters Score -588049.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -588140.062500 Penalty: 4344.250488
	Iteration 11Q: 3 clusters Score -588140.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -588241.500000 Penalty: 4344.250488
	Iteration 12Q: 3 clusters Score -588241.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -588369.875000 Penalty: 4344.250488
	Iteration 13Q: 3 clusters Score -588369.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -588497.812500 Penalty: 4344.250488
	Iteration 14Q: 3 clusters Score -588497.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -588616.875000 Penalty: 4344.250488
	Iteration 15Q: 3 clusters Score -588616.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -588735.875000 Penalty: 4344.250488
	Iteration 16Q: 3 clusters Score -588735.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -588863.250000 Penalty: 4344.250488
	Iteration 17Q: 3 clusters Score -588863.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -588974.000000 Penalty: 4344.250488
	Iteration 18Q: 3 clusters Score -588974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -589069.750000 Penalty: 4344.250488
	Iteration 19Q: 3 clusters Score -589069.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -589139.125000 Penalty: 4344.250488
	Iteration 20F: 3 clusters Score -589139.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -589203.312500 Penalty: 4344.250488
	Iteration 21Q: 3 clusters Score -589203.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -589246.812500 Penalty: 4344.250488
	Iteration 22Q: 3 clusters Score -589246.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -589282.125000 Penalty: 4344.250488
	Iteration 23Q: 3 clusters Score -589282.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -589304.375000 Penalty: 4344.250488
	Iteration 24Q: 3 clusters Score -589304.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -589319.312500 Penalty: 4344.250488
	Iteration 25Q: 3 clusters Score -589319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -589331.125000 Penalty: 4344.250488
	Iteration 26Q: 3 clusters Score -589331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -589344.812500 Penalty: 4344.250488
	Iteration 27Q: 3 clusters Score -589344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -589354.687500 Penalty: 4344.250488
	Iteration 28Q: 3 clusters Score -589354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -589362.562500 Penalty: 4344.250488
	Iteration 29Q: 3 clusters Score -589362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -589365.750000 Penalty: 4344.250488
	Iteration 30Q: 3 clusters Score -589365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -589370.312500 Penalty: 4344.250488
	Iteration 31Q: 3 clusters Score -589370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -589373.750000 Penalty: 4344.250488
	Iteration 32Q: 3 clusters Score -589373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -589379.937500 Penalty: 4344.250488
	Iteration 33Q: 3 clusters Score -589379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -589380.812500 Penalty: 4344.250488
	Iteration 34Q: 3 clusters Score -589380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -589382.000000 Penalty: 4344.250488
	Iteration 35Q: 3 clusters Score -589382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -589383.500000 Penalty: 4344.250488
	Iteration 36Q: 3 clusters Score -589383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -589384.250000 Penalty: 4344.250488
	Iteration 37Q: 3 clusters Score -589384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -589384.250000 Penalty: 4344.250488
	Iteration 38F: 3 clusters Score -589384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -23900.898438 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -23900.9 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 190 members 
Entering Unmasked Estep 
Score: -22686.236328 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -22686.24 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23050.066406 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -23050.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23172.242188 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -23172.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23237.658203 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -23237.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23286.156250 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -23286.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23392.982422 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -23392.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23544.322266 Penalty: 2956.658691
	Iteration 6F: 3 clusters Score -23544.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23674.488281 Penalty: 2956.658691
	Iteration 7F: 3 clusters Score -23674.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23776.234375 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -23776.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23842.222656 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -23842.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23921.773438 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -23921.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23970.562500 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -23970.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24046.236328 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -24046.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24093.328125 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -24093.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24125.099609 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -24125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24192.761719 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -24192.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24222.529297 Penalty: 2956.658691
	Iteration 16Q: 3 clusters Score -24222.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24270.699219 Penalty: 2956.658691
	Iteration 17Q: 3 clusters Score -24270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24426.257812 Penalty: 2956.658691
	Iteration 18Q: 3 clusters Score -24426.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24441.119141 Penalty: 2956.658691
	Iteration 19Q: 3 clusters Score -24441.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24470.031250 Penalty: 2956.658691
	Iteration 20F: 3 clusters Score -24470.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24584.216797 Penalty: 2956.658691
	Iteration 21Q: 3 clusters Score -24584.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24584.216797 Penalty: 2956.658691
	Iteration 22F: 3 clusters Score -24584.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 123 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
Score: -93618664.000000 Penalty: 92847.609375
Splitting cluster 26 changes total score from -93619960.000000 to -93618664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (10689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Entering Unmasked Estep 
Score: -942189.000000 Penalty: 2300.688721
	Iteration 0F: 2 clusters Score -942189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -934160.250000 Penalty: 4601.377441
	Iteration 0F: 3 clusters Score -934160.2 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -936555.875000 Penalty: 4601.377441
	Iteration 1F: 3 clusters Score -936555.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -937133.812500 Penalty: 4601.377441
	Iteration 2F: 3 clusters Score -937133.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -937718.937500 Penalty: 4601.377441
	Iteration 3F: 3 clusters Score -937718.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -938259.312500 Penalty: 4601.377441
	Iteration 4F: 3 clusters Score -938259.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -938741.312500 Penalty: 4601.377441
	Iteration 5F: 3 clusters Score -938741.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -939198.812500 Penalty: 4601.377441
	Iteration 6F: 3 clusters Score -939198.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -939549.437500 Penalty: 4601.377441
	Iteration 7Q: 3 clusters Score -939549.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -939800.625000 Penalty: 4601.377441
	Iteration 8Q: 3 clusters Score -939800.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -939967.187500 Penalty: 4601.377441
	Iteration 9Q: 3 clusters Score -939967.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -940064.312500 Penalty: 4601.377441
	Iteration 10Q: 3 clusters Score -940064.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -940136.062500 Penalty: 4601.377441
	Iteration 11Q: 3 clusters Score -940136.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -940194.812500 Penalty: 4601.377441
	Iteration 12Q: 3 clusters Score -940194.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -940233.875000 Penalty: 4601.377441
	Iteration 13Q: 3 clusters Score -940233.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -940282.562500 Penalty: 4601.377441
	Iteration 14Q: 3 clusters Score -940282.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -940329.000000 Penalty: 4601.377441
	Iteration 15Q: 3 clusters Score -940329 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -940361.562500 Penalty: 4601.377441
	Iteration 16Q: 3 clusters Score -940361.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -940396.562500 Penalty: 4601.377441
	Iteration 17Q: 3 clusters Score -940396.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -940427.312500 Penalty: 4601.377441
	Iteration 18Q: 3 clusters Score -940427.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -940460.437500 Penalty: 4601.377441
	Iteration 19Q: 3 clusters Score -940460.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -940493.375000 Penalty: 4601.377441
	Iteration 20F: 3 clusters Score -940493.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -940517.062500 Penalty: 4601.377441
	Iteration 21Q: 3 clusters Score -940517.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -940546.437500 Penalty: 4601.377441
	Iteration 22Q: 3 clusters Score -940546.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -940566.125000 Penalty: 4601.377441
	Iteration 23Q: 3 clusters Score -940566.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -940583.562500 Penalty: 4601.377441
	Iteration 24Q: 3 clusters Score -940583.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -940594.937500 Penalty: 4601.377441
	Iteration 25Q: 3 clusters Score -940594.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -940609.125000 Penalty: 4601.377441
	Iteration 26Q: 3 clusters Score -940609.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -940615.375000 Penalty: 4601.377441
	Iteration 27Q: 3 clusters Score -940615.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -940629.125000 Penalty: 4601.377441
	Iteration 28Q: 3 clusters Score -940629.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -940637.375000 Penalty: 4601.377441
	Iteration 29Q: 3 clusters Score -940637.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -940646.937500 Penalty: 4601.377441
	Iteration 30Q: 3 clusters Score -940646.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -940656.312500 Penalty: 4601.377441
	Iteration 31Q: 3 clusters Score -940656.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -940666.500000 Penalty: 4601.377441
	Iteration 32Q: 3 clusters Score -940666.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -940668.687500 Penalty: 4601.377441
	Iteration 33Q: 3 clusters Score -940668.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -940670.062500 Penalty: 4601.377441
	Iteration 34Q: 3 clusters Score -940670.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -940675.562500 Penalty: 4601.377441
	Iteration 35Q: 3 clusters Score -940675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -940677.062500 Penalty: 4601.377441
	Iteration 36Q: 3 clusters Score -940677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -940679.312500 Penalty: 4601.377441
	Iteration 37Q: 3 clusters Score -940679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -940681.062500 Penalty: 4601.377441
	Iteration 38Q: 3 clusters Score -940681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -940686.062500 Penalty: 4601.377441
	Iteration 39Q: 3 clusters Score -940686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -940687.312500 Penalty: 4601.377441
	Iteration 40F: 3 clusters Score -940687.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -940688.187500 Penalty: 4601.377441
	Iteration 41Q: 3 clusters Score -940688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -940688.875000 Penalty: 4601.377441
	Iteration 42Q: 3 clusters Score -940688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -940691.062500 Penalty: 4601.377441
	Iteration 43Q: 3 clusters Score -940691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -940691.687500 Penalty: 4601.377441
	Iteration 44Q: 3 clusters Score -940691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -940693.000000 Penalty: 4601.377441
	Iteration 45Q: 3 clusters Score -940693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -940692.312500 Penalty: 4601.377441
	Iteration 46Q: 3 clusters Score -940692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -940694.687500 Penalty: 4601.377441
	Iteration 47Q: 3 clusters Score -940694.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -940694.750000 Penalty: 4601.377441
	Iteration 48Q: 3 clusters Score -940694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -940694.750000 Penalty: 4601.377441
	Iteration 49F: 3 clusters Score -940694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 165606 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163347 members 
Mstep: Class 19 contains 30048 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 17002 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6365 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620008.000000 Penalty: 89408.812500
Iteration 79Q: 27 clusters Score -9.362001e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12716 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24792 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 64089 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 164812 members 
Mstep: Class 13 contains 34332 members 
Mstep: Class 15 contains 8631 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 163393 members 
Mstep: Class 19 contains 30112 members 
Mstep: Class 20 contains 438351 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 17005 members 
Mstep: Class 23 contains 30785 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6344 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 10691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620032.000000 Penalty: 89408.812500
Iteration 80F: 27 clusters Score -9.362003e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12713 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24791 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 64760 members 
Mstep: Class 10 contains 4374 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 164037 members 
Mstep: Class 13 contains 34334 members 
Mstep: Class 15 contains 8659 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 163423 members 
Mstep: Class 19 contains 30175 members 
Mstep: Class 20 contains 438343 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 17000 members 
Mstep: Class 23 contains 30789 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6320 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 10698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620280.000000 Penalty: 89408.812500
Iteration 81Q: 27 clusters Score -9.362028e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12705 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 65380 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 163294 members 
Mstep: Class 13 contains 34337 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 163462 members 
Mstep: Class 19 contains 30237 members 
Mstep: Class 20 contains 438346 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 17003 members 
Mstep: Class 23 contains 30798 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6304 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 10705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620320.000000 Penalty: 89408.812500
Iteration 82Q: 27 clusters Score -9.362032e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12693 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24794 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 65967 members 
Mstep: Class 10 contains 4374 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 162568 members 
Mstep: Class 13 contains 34341 members 
Mstep: Class 15 contains 8701 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 163514 members 
Mstep: Class 19 contains 30304 members 
Mstep: Class 20 contains 438342 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 17008 members 
Mstep: Class 23 contains 30809 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6285 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620488.000000 Penalty: 89408.812500
Iteration 83Q: 27 clusters Score -9.362049e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12694 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24800 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7154 members 
Mstep: Class 9 contains 66546 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 161841 members 
Mstep: Class 13 contains 34341 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 163581 members 
Mstep: Class 19 contains 30372 members 
Mstep: Class 20 contains 438337 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 17017 members 
Mstep: Class 23 contains 30810 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6264 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620424.000000 Penalty: 89408.812500
Iteration 84Q: 27 clusters Score -9.362042e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12687 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24808 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7154 members 
Mstep: Class 9 contains 67094 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 161123 members 
Mstep: Class 13 contains 34344 members 
Mstep: Class 15 contains 8728 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 163639 members 
Mstep: Class 19 contains 30478 members 
Mstep: Class 20 contains 438328 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 17029 members 
Mstep: Class 23 contains 30811 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6253 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620432.000000 Penalty: 89408.812500
Iteration 85Q: 27 clusters Score -9.362043e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12678 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24814 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7153 members 
Mstep: Class 9 contains 67663 members 
Mstep: Class 10 contains 4389 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 160398 members 
Mstep: Class 13 contains 34347 members 
Mstep: Class 15 contains 8758 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 163693 members 
Mstep: Class 19 contains 30548 members 
Mstep: Class 20 contains 438327 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 17032 members 
Mstep: Class 23 contains 30811 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6247 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620448.000000 Penalty: 89408.812500
Iteration 86Q: 27 clusters Score -9.362045e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12679 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24823 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 68239 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 159673 members 
Mstep: Class 13 contains 34349 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 18 contains 163730 members 
Mstep: Class 19 contains 30617 members 
Mstep: Class 20 contains 438325 members 
Mstep: Class 21 contains 4388 members 
Mstep: Class 22 contains 17032 members 
Mstep: Class 23 contains 30809 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6238 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620608.000000 Penalty: 89408.812500
Iteration 87Q: 27 clusters Score -9.362061e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12676 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24833 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7150 members 
Mstep: Class 9 contains 68776 members 
Mstep: Class 10 contains 4396 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 158976 members 
Mstep: Class 13 contains 34351 members 
Mstep: Class 15 contains 8826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 18 contains 163775 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 20 contains 438315 members 
Mstep: Class 21 contains 4388 members 
Mstep: Class 22 contains 17040 members 
Mstep: Class 23 contains 30816 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620712.000000 Penalty: 89408.812500
Iteration 88Q: 27 clusters Score -9.362071e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12674 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24840 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 69315 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 158271 members 
Mstep: Class 13 contains 34352 members 
Mstep: Class 15 contains 8862 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 18 contains 163815 members 
Mstep: Class 19 contains 30772 members 
Mstep: Class 20 contains 438312 members 
Mstep: Class 21 contains 4388 members 
Mstep: Class 22 contains 17038 members 
Mstep: Class 23 contains 30813 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620832.000000 Penalty: 89408.812500
Iteration 89Q: 27 clusters Score -9.362083e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12673 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24856 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7150 members 
Mstep: Class 9 contains 69852 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 157562 members 
Mstep: Class 13 contains 34352 members 
Mstep: Class 15 contains 8881 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 163855 members 
Mstep: Class 19 contains 30858 members 
Mstep: Class 20 contains 438303 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 17044 members 
Mstep: Class 23 contains 30814 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6222 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620632.000000 Penalty: 89408.812500
Iteration 90Q: 27 clusters Score -9.362063e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12674 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24871 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7150 members 
Mstep: Class 9 contains 70408 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 156812 members 
Mstep: Class 13 contains 34352 members 
Mstep: Class 15 contains 8908 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 163898 members 
Mstep: Class 19 contains 30947 members 
Mstep: Class 20 contains 438302 members 
Mstep: Class 21 contains 4384 members 
Mstep: Class 22 contains 17046 members 
Mstep: Class 23 contains 30822 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6220 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620656.000000 Penalty: 89408.812500
Iteration 91Q: 27 clusters Score -9.362066e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12674 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24881 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 70929 members 
Mstep: Class 10 contains 4419 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 156087 members 
Mstep: Class 13 contains 34352 members 
Mstep: Class 15 contains 8938 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 163942 members 
Mstep: Class 19 contains 31023 members 
Mstep: Class 20 contains 438297 members 
Mstep: Class 21 contains 4386 members 
Mstep: Class 22 contains 17047 members 
Mstep: Class 23 contains 30833 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620592.000000 Penalty: 89408.812500
Iteration 92Q: 27 clusters Score -9.362059e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12670 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24900 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 71437 members 
Mstep: Class 10 contains 4426 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 155367 members 
Mstep: Class 13 contains 34352 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 163990 members 
Mstep: Class 19 contains 31121 members 
Mstep: Class 20 contains 438286 members 
Mstep: Class 21 contains 4386 members 
Mstep: Class 22 contains 17046 members 
Mstep: Class 23 contains 30850 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6224 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620688.000000 Penalty: 89408.812500
Iteration 93Q: 27 clusters Score -9.362069e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12668 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24923 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7150 members 
Mstep: Class 9 contains 71925 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 154663 members 
Mstep: Class 13 contains 34353 members 
Mstep: Class 15 contains 8997 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 164032 members 
Mstep: Class 19 contains 31227 members 
Mstep: Class 20 contains 438278 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 17038 members 
Mstep: Class 23 contains 30873 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6230 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620488.000000 Penalty: 89408.812500
Iteration 94Q: 27 clusters Score -9.362049e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24947 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7150 members 
Mstep: Class 9 contains 72442 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 153942 members 
Mstep: Class 13 contains 34354 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 164084 members 
Mstep: Class 19 contains 31316 members 
Mstep: Class 20 contains 438272 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 17033 members 
Mstep: Class 23 contains 30887 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6234 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620536.000000 Penalty: 89408.812500
Iteration 95Q: 27 clusters Score -9.362054e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24966 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 72933 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 153256 members 
Mstep: Class 13 contains 34355 members 
Mstep: Class 15 contains 9054 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 164133 members 
Mstep: Class 19 contains 31409 members 
Mstep: Class 20 contains 438271 members 
Mstep: Class 21 contains 4384 members 
Mstep: Class 22 contains 17028 members 
Mstep: Class 23 contains 30903 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6234 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620568.000000 Penalty: 89408.812500
Iteration 96Q: 27 clusters Score -9.362057e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24979 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 73404 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 152617 members 
Mstep: Class 13 contains 34357 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 164173 members 
Mstep: Class 19 contains 31494 members 
Mstep: Class 20 contains 438262 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 17033 members 
Mstep: Class 23 contains 30910 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6230 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620528.000000 Penalty: 89408.812500
Iteration 97Q: 27 clusters Score -9.362053e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24993 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7150 members 
Mstep: Class 9 contains 73828 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 152032 members 
Mstep: Class 13 contains 34357 members 
Mstep: Class 15 contains 9098 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 164185 members 
Mstep: Class 19 contains 31597 members 
Mstep: Class 20 contains 438256 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 17033 members 
Mstep: Class 23 contains 30923 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6228 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620528.000000 Penalty: 89408.812500
Iteration 98Q: 27 clusters Score -9.362053e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12660 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25008 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 74240 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 151511 members 
Mstep: Class 13 contains 34358 members 
Mstep: Class 15 contains 9106 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 164196 members 
Mstep: Class 19 contains 31667 members 
Mstep: Class 20 contains 438252 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 17042 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6222 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620624.000000 Penalty: 89408.812500
Iteration 99Q: 27 clusters Score -9.362062e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12659 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25012 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 74650 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 151011 members 
Mstep: Class 13 contains 34360 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 164201 members 
Mstep: Class 19 contains 31727 members 
Mstep: Class 20 contains 438247 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 17048 members 
Mstep: Class 23 contains 30942 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6219 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620528.000000 Penalty: 89408.812500
Iteration 100F: 27 clusters Score -9.362053e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25014 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 75050 members 
Mstep: Class 10 contains 4444 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 150504 members 
Mstep: Class 13 contains 34360 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 164197 members 
Mstep: Class 19 contains 31814 members 
Mstep: Class 20 contains 438248 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 17053 members 
Mstep: Class 23 contains 30948 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6217 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620736.000000 Penalty: 89408.812500
Iteration 101Q: 27 clusters Score -9.362074e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 75424 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 150021 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 15 contains 9145 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 18 contains 164215 members 
Mstep: Class 19 contains 31881 members 
Mstep: Class 20 contains 438247 members 
Mstep: Class 21 contains 4382 members 
Mstep: Class 22 contains 17057 members 
Mstep: Class 23 contains 30954 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620624.000000 Penalty: 89408.812500
Iteration 102Q: 27 clusters Score -9.362062e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25015 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 75762 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 149558 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 15 contains 9162 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 164257 members 
Mstep: Class 19 contains 31953 members 
Mstep: Class 20 contains 438238 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 22 contains 17057 members 
Mstep: Class 23 contains 30953 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620696.000000 Penalty: 89408.812500
Iteration 103Q: 27 clusters Score -9.36207e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12658 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25020 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 76082 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 149109 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 164280 members 
Mstep: Class 19 contains 32024 members 
Mstep: Class 20 contains 438233 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 22 contains 17066 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6216 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620760.000000 Penalty: 89408.812500
Iteration 104Q: 27 clusters Score -9.362076e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12659 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25027 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 76380 members 
Mstep: Class 10 contains 4461 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 148709 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 15 contains 9198 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 164270 members 
Mstep: Class 19 contains 32091 members 
Mstep: Class 20 contains 438231 members 
Mstep: Class 21 contains 4379 members 
Mstep: Class 22 contains 17070 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620760.000000 Penalty: 89408.812500
Iteration 105Q: 27 clusters Score -9.362076e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25038 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7142 members 
Mstep: Class 9 contains 76713 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 148297 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 15 contains 9210 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164269 members 
Mstep: Class 19 contains 32138 members 
Mstep: Class 20 contains 438224 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17078 members 
Mstep: Class 23 contains 30964 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6219 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620752.000000 Penalty: 89408.812500
Iteration 106Q: 27 clusters Score -9.362075e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25048 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 77041 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 147886 members 
Mstep: Class 13 contains 34360 members 
Mstep: Class 15 contains 9228 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164272 members 
Mstep: Class 19 contains 32185 members 
Mstep: Class 20 contains 438221 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17078 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6223 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620688.000000 Penalty: 89408.812500
Iteration 107Q: 27 clusters Score -9.362069e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25058 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 77358 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 147480 members 
Mstep: Class 13 contains 34360 members 
Mstep: Class 15 contains 9238 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164293 members 
Mstep: Class 19 contains 32224 members 
Mstep: Class 20 contains 438220 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17082 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6225 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620744.000000 Penalty: 89408.812500
Iteration 108Q: 27 clusters Score -9.362074e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25069 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7139 members 
Mstep: Class 9 contains 77680 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 147095 members 
Mstep: Class 13 contains 34360 members 
Mstep: Class 15 contains 9247 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164306 members 
Mstep: Class 19 contains 32261 members 
Mstep: Class 20 contains 438223 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17083 members 
Mstep: Class 23 contains 30950 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6224 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620624.000000 Penalty: 89408.812500
Iteration 109Q: 27 clusters Score -9.362062e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25079 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 77995 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 146716 members 
Mstep: Class 13 contains 34360 members 
Mstep: Class 15 contains 9253 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164335 members 
Mstep: Class 19 contains 32288 members 
Mstep: Class 20 contains 438213 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17084 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6218 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620792.000000 Penalty: 89408.812500
Iteration 110Q: 27 clusters Score -9.362079e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25086 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 78302 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 146340 members 
Mstep: Class 13 contains 34361 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164352 members 
Mstep: Class 19 contains 32316 members 
Mstep: Class 20 contains 438213 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17090 members 
Mstep: Class 23 contains 30947 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620832.000000 Penalty: 89408.812500
Iteration 111Q: 27 clusters Score -9.362083e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12648 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 78621 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 145967 members 
Mstep: Class 13 contains 34362 members 
Mstep: Class 15 contains 9285 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164367 members 
Mstep: Class 19 contains 32344 members 
Mstep: Class 20 contains 438202 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17092 members 
Mstep: Class 23 contains 30939 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6211 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620688.000000 Penalty: 89408.812500
Iteration 112Q: 27 clusters Score -9.362069e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25101 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 78921 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 145602 members 
Mstep: Class 13 contains 34364 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164401 members 
Mstep: Class 19 contains 32377 members 
Mstep: Class 20 contains 438195 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17089 members 
Mstep: Class 23 contains 30935 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620680.000000 Penalty: 89408.812500
Iteration 113Q: 27 clusters Score -9.362068e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12644 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 79205 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 145252 members 
Mstep: Class 13 contains 34365 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 164422 members 
Mstep: Class 19 contains 32411 members 
Mstep: Class 20 contains 438196 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17091 members 
Mstep: Class 23 contains 30933 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6218 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620800.000000 Penalty: 89408.812500
Iteration 114Q: 27 clusters Score -9.36208e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12646 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25111 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 79489 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 144886 members 
Mstep: Class 13 contains 34365 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 164448 members 
Mstep: Class 19 contains 32463 members 
Mstep: Class 20 contains 438195 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17087 members 
Mstep: Class 23 contains 30936 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6219 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620912.000000 Penalty: 89408.812500
Iteration 115Q: 27 clusters Score -9.362091e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25117 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 79792 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 144501 members 
Mstep: Class 13 contains 34366 members 
Mstep: Class 15 contains 9308 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164471 members 
Mstep: Class 19 contains 32509 members 
Mstep: Class 20 contains 438195 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17091 members 
Mstep: Class 23 contains 30938 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6218 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620944.000000 Penalty: 89408.812500
Iteration 116Q: 27 clusters Score -9.362094e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12642 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25123 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80063 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 144157 members 
Mstep: Class 13 contains 34367 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 164478 members 
Mstep: Class 19 contains 32553 members 
Mstep: Class 20 contains 438196 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17097 members 
Mstep: Class 23 contains 30942 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6218 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620944.000000 Penalty: 89408.812500
Iteration 117Q: 27 clusters Score -9.362094e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12638 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25131 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80314 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143823 members 
Mstep: Class 13 contains 34370 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164489 members 
Mstep: Class 19 contains 32590 members 
Mstep: Class 20 contains 438200 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17106 members 
Mstep: Class 23 contains 30948 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6219 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621080.000000 Penalty: 89408.812500
Iteration 118Q: 27 clusters Score -9.362108e+07 nChanged 392
Entering ConstructFrom: 
Score: -93621080.000000 Penalty: 89408.812500
Entering ConstructFrom: 
Trying to split cluster 1 (19353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Entering Unmasked Estep 
Score: -1667165.375000 Penalty: 2447.909424
	Iteration 0F: 2 clusters Score -1667165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1653620.375000 Penalty: 4895.818848
	Iteration 0F: 3 clusters Score -1653620 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1658698.125000 Penalty: 4895.818848
	Iteration 1F: 3 clusters Score -1658698 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1659860.000000 Penalty: 4895.818848
	Iteration 2F: 3 clusters Score -1659860 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1661012.250000 Penalty: 4895.818848
	Iteration 3F: 3 clusters Score -1661012 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1662054.250000 Penalty: 4895.818848
	Iteration 4F: 3 clusters Score -1662054 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1662916.875000 Penalty: 4895.818848
	Iteration 5F: 3 clusters Score -1662917 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1663638.500000 Penalty: 4895.818848
	Iteration 6F: 3 clusters Score -1663638 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1664246.125000 Penalty: 4895.818848
	Iteration 7Q: 3 clusters Score -1664246 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1664741.000000 Penalty: 4895.818848
	Iteration 8Q: 3 clusters Score -1664741 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1665160.750000 Penalty: 4895.818848
	Iteration 9Q: 3 clusters Score -1665161 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1665445.625000 Penalty: 4895.818848
	Iteration 10Q: 3 clusters Score -1665446 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1665639.375000 Penalty: 4895.818848
	Iteration 11Q: 3 clusters Score -1665639 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1665756.000000 Penalty: 4895.818848
	Iteration 12Q: 3 clusters Score -1665756 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1665814.500000 Penalty: 4895.818848
	Iteration 13Q: 3 clusters Score -1665814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1665864.625000 Penalty: 4895.818848
	Iteration 14Q: 3 clusters Score -1665865 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1665917.750000 Penalty: 4895.818848
	Iteration 15Q: 3 clusters Score -1665918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1665961.500000 Penalty: 4895.818848
	Iteration 16Q: 3 clusters Score -1665962 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1665998.125000 Penalty: 4895.818848
	Iteration 17Q: 3 clusters Score -1665998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1666036.125000 Penalty: 4895.818848
	Iteration 18Q: 3 clusters Score -1666036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1666070.500000 Penalty: 4895.818848
	Iteration 19Q: 3 clusters Score -1666070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1666105.125000 Penalty: 4895.818848
	Iteration 20F: 3 clusters Score -1666105 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1666146.250000 Penalty: 4895.818848
	Iteration 21Q: 3 clusters Score -1666146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1666190.500000 Penalty: 4895.818848
	Iteration 22Q: 3 clusters Score -1666190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1666223.125000 Penalty: 4895.818848
	Iteration 23Q: 3 clusters Score -1666223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1666239.250000 Penalty: 4895.818848
	Iteration 24Q: 3 clusters Score -1666239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1666246.625000 Penalty: 4895.818848
	Iteration 25Q: 3 clusters Score -1666247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1666244.875000 Penalty: 4895.818848
	Iteration 26Q: 3 clusters Score -1666245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1666256.125000 Penalty: 4895.818848
	Iteration 27Q: 3 clusters Score -1666256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1666262.250000 Penalty: 4895.818848
	Iteration 28Q: 3 clusters Score -1666262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1666266.125000 Penalty: 4895.818848
	Iteration 29Q: 3 clusters Score -1666266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1666270.500000 Penalty: 4895.818848
	Iteration 30Q: 3 clusters Score -1666270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1666275.750000 Penalty: 4895.818848
	Iteration 31Q: 3 clusters Score -1666276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1666278.625000 Penalty: 4895.818848
	Iteration 32Q: 3 clusters Score -1666279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1666283.500000 Penalty: 4895.818848
	Iteration 33Q: 3 clusters Score -1666284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1666284.875000 Penalty: 4895.818848
	Iteration 34Q: 3 clusters Score -1666285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1666283.500000 Penalty: 4895.818848
	Iteration 35Q: 3 clusters Score -1666284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1666286.375000 Penalty: 4895.818848
	Iteration 36Q: 3 clusters Score -1666286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1666285.875000 Penalty: 4895.818848
	Iteration 37Q: 3 clusters Score -1666286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1666287.000000 Penalty: 4895.818848
	Iteration 38Q: 3 clusters Score -1666287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1666284.000000 Penalty: 4895.818848
	Iteration 39Q: 3 clusters Score -1666284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1666285.250000 Penalty: 4895.818848
	Iteration 40F: 3 clusters Score -1666285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1666287.875000 Penalty: 4895.818848
	Iteration 41Q: 3 clusters Score -1666288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1666291.000000 Penalty: 4895.818848
	Iteration 42Q: 3 clusters Score -1666291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1666292.625000 Penalty: 4895.818848
	Iteration 43Q: 3 clusters Score -1666293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1666292.750000 Penalty: 4895.818848
	Iteration 44Q: 3 clusters Score -1666293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1666293.000000 Penalty: 4895.818848
	Iteration 45Q: 3 clusters Score -1666293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1666295.875000 Penalty: 4895.818848
	Iteration 46Q: 3 clusters Score -1666296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1666297.125000 Penalty: 4895.818848
	Iteration 47Q: 3 clusters Score -1666297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1666299.625000 Penalty: 4895.818848
	Iteration 48Q: 3 clusters Score -1666300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1666297.625000 Penalty: 4895.818848
	Iteration 49Q: 3 clusters Score -1666298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1666296.625000 Penalty: 4895.818848
	Iteration 50Q: 3 clusters Score -1666297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1666297.375000 Penalty: 4895.818848
	Iteration 51Q: 3 clusters Score -1666297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1666297.875000 Penalty: 4895.818848
	Iteration 52Q: 3 clusters Score -1666298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1666297.875000 Penalty: 4895.818848
	Iteration 53F: 3 clusters Score -1666298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -29589.925781 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -29589.93 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 181 members 
Entering Unmasked Estep 
Score: -28194.099609 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -28194.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28307.933594 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -28307.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28360.927734 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -28360.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28368.242188 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -28368.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28368.242188 Penalty: 2929.059326
	Iteration 4F: 3 clusters Score -28368.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -121109.656250 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -121109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -118886.070312 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -118886.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -119331.046875 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -119331 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -119490.226562 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -119490.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -119630.398438 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -119630.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -119908.734375 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -119908.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -120230.078125 Penalty: 3625.369141
	Iteration 5F: 3 clusters Score -120230.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -120612.289062 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -120612.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120872.921875 Penalty: 3625.369141
	Iteration 7F: 3 clusters Score -120872.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -121054.867188 Penalty: 3625.369141
	Iteration 8F: 3 clusters Score -121054.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121234.218750 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -121234.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -121396.015625 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -121396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121604.523438 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -121604.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -121747.804688 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -121747.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -121830.812500 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -121830.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121873.625000 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -121873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121884.640625 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -121884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121886.039062 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -121886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121886.039062 Penalty: 3625.369141
	Iteration 17F: 3 clusters Score -121886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25137 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143531 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164507 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 438203 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17113 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10830 members 
Entering Unmasked Estep 
Score: -93620056.000000 Penalty: 92847.609375
Splitting cluster 3 changes total score from -93621080.000000 to -93620056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Entering Unmasked Estep 
Score: -1131215.750000 Penalty: 2342.148438
	Iteration 0F: 2 clusters Score -1131216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1121788.125000 Penalty: 4684.296875
	Iteration 0F: 3 clusters Score -1121788 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1124747.750000 Penalty: 4684.296875
	Iteration 1F: 3 clusters Score -1124748 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1125083.250000 Penalty: 4684.296875
	Iteration 2F: 3 clusters Score -1125083 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1125332.250000 Penalty: 4684.296875
	Iteration 3F: 3 clusters Score -1125332 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1125553.125000 Penalty: 4684.296875
	Iteration 4Q: 3 clusters Score -1125553 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1125795.375000 Penalty: 4684.296875
	Iteration 5Q: 3 clusters Score -1125795 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1126063.750000 Penalty: 4684.296875
	Iteration 6Q: 3 clusters Score -1126064 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1126396.375000 Penalty: 4684.296875
	Iteration 7Q: 3 clusters Score -1126396 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1126770.375000 Penalty: 4684.296875
	Iteration 8Q: 3 clusters Score -1126770 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1127200.375000 Penalty: 4684.296875
	Iteration 9Q: 3 clusters Score -1127200 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1127632.500000 Penalty: 4684.296875
	Iteration 10Q: 3 clusters Score -1127632 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1128040.500000 Penalty: 4684.296875
	Iteration 11Q: 3 clusters Score -1128040 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1128368.125000 Penalty: 4684.296875
	Iteration 12Q: 3 clusters Score -1128368 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1128601.250000 Penalty: 4684.296875
	Iteration 13Q: 3 clusters Score -1128601 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1128755.500000 Penalty: 4684.296875
	Iteration 14Q: 3 clusters Score -1128756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1128886.250000 Penalty: 4684.296875
	Iteration 15Q: 3 clusters Score -1128886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1129006.250000 Penalty: 4684.296875
	Iteration 16Q: 3 clusters Score -1129006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1129097.750000 Penalty: 4684.296875
	Iteration 17Q: 3 clusters Score -1129098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1129181.000000 Penalty: 4684.296875
	Iteration 18Q: 3 clusters Score -1129181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1129227.375000 Penalty: 4684.296875
	Iteration 19Q: 3 clusters Score -1129227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1129255.500000 Penalty: 4684.296875
	Iteration 20F: 3 clusters Score -1129256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1129272.250000 Penalty: 4684.296875
	Iteration 21Q: 3 clusters Score -1129272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1129282.000000 Penalty: 4684.296875
	Iteration 22Q: 3 clusters Score -1129282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1129301.500000 Penalty: 4684.296875
	Iteration 23Q: 3 clusters Score -1129302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1129308.000000 Penalty: 4684.296875
	Iteration 24Q: 3 clusters Score -1129308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1129317.125000 Penalty: 4684.296875
	Iteration 25Q: 3 clusters Score -1129317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1129324.625000 Penalty: 4684.296875
	Iteration 26Q: 3 clusters Score -1129325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1129332.375000 Penalty: 4684.296875
	Iteration 27Q: 3 clusters Score -1129332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1129337.375000 Penalty: 4684.296875
	Iteration 28Q: 3 clusters Score -1129337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1129336.875000 Penalty: 4684.296875
	Iteration 29Q: 3 clusters Score -1129337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1129340.625000 Penalty: 4684.296875
	Iteration 30Q: 3 clusters Score -1129341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1129345.500000 Penalty: 4684.296875
	Iteration 31Q: 3 clusters Score -1129346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1129350.250000 Penalty: 4684.296875
	Iteration 32Q: 3 clusters Score -1129350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1129355.000000 Penalty: 4684.296875
	Iteration 33Q: 3 clusters Score -1129355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1129356.500000 Penalty: 4684.296875
	Iteration 34Q: 3 clusters Score -1129356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1129356.500000 Penalty: 4684.296875
	Iteration 35F: 3 clusters Score -1129356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -51934.082031 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -51934.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50273.886719 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -50273.89 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -50499.984375 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -50499.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -50647.320312 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -50647.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50749.894531 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -50749.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -50808.675781 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -50808.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -50841.628906 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -50841.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -50920.976562 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -50920.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -51066.312500 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -51066.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -51197.667969 Penalty: 3215.621338
	Iteration 8F: 3 clusters Score -51197.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -51293.343750 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -51293.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -51391.550781 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -51391.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -51451.687500 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -51451.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -51510.781250 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -51510.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -51577.378906 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -51577.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -51604.214844 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -51604.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -51626.347656 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -51626.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -51634.250000 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -51634.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -51634.250000 Penalty: 3215.621338
	Iteration 17F: 3 clusters Score -51634.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Entering Unmasked Estep 
Score: -2234133.500000 Penalty: 2512.759766
	Iteration 0F: 2 clusters Score -2234134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2216756.750000 Penalty: 5025.519531
	Iteration 0F: 3 clusters Score -2216757 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2222794.750000 Penalty: 5025.519531
	Iteration 1F: 3 clusters Score -2222795 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2223193.500000 Penalty: 5025.519531
	Iteration 2F: 3 clusters Score -2223194 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2223523.250000 Penalty: 5025.519531
	Iteration 3Q: 3 clusters Score -2223523 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2223799.000000 Penalty: 5025.519531
	Iteration 4Q: 3 clusters Score -2223799 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2224047.750000 Penalty: 5025.519531
	Iteration 5Q: 3 clusters Score -2224048 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2224316.250000 Penalty: 5025.519531
	Iteration 6Q: 3 clusters Score -2224316 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2224598.500000 Penalty: 5025.519531
	Iteration 7Q: 3 clusters Score -2224598 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2224926.250000 Penalty: 5025.519531
	Iteration 8Q: 3 clusters Score -2224926 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2225326.750000 Penalty: 5025.519531
	Iteration 9Q: 3 clusters Score -2225327 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2225839.250000 Penalty: 5025.519531
	Iteration 10Q: 3 clusters Score -2225839 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2226428.750000 Penalty: 5025.519531
	Iteration 11Q: 3 clusters Score -2226429 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2227015.500000 Penalty: 5025.519531
	Iteration 12Q: 3 clusters Score -2227016 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2227572.750000 Penalty: 5025.519531
	Iteration 13Q: 3 clusters Score -2227573 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2228040.000000 Penalty: 5025.519531
	Iteration 14Q: 3 clusters Score -2228040 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2228404.500000 Penalty: 5025.519531
	Iteration 15Q: 3 clusters Score -2228404 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2228634.000000 Penalty: 5025.519531
	Iteration 16Q: 3 clusters Score -2228634 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2228823.250000 Penalty: 5025.519531
	Iteration 17Q: 3 clusters Score -2228823 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2228970.750000 Penalty: 5025.519531
	Iteration 18Q: 3 clusters Score -2228971 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2229097.500000 Penalty: 5025.519531
	Iteration 19Q: 3 clusters Score -2229098 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2229227.250000 Penalty: 5025.519531
	Iteration 20F: 3 clusters Score -2229227 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2229347.250000 Penalty: 5025.519531
	Iteration 21Q: 3 clusters Score -2229347 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2229481.500000 Penalty: 5025.519531
	Iteration 22Q: 3 clusters Score -2229482 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2229626.000000 Penalty: 5025.519531
	Iteration 23Q: 3 clusters Score -2229626 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2229770.750000 Penalty: 5025.519531
	Iteration 24Q: 3 clusters Score -2229771 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2229934.000000 Penalty: 5025.519531
	Iteration 25Q: 3 clusters Score -2229934 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2230091.250000 Penalty: 5025.519531
	Iteration 26Q: 3 clusters Score -2230091 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2230262.500000 Penalty: 5025.519531
	Iteration 27Q: 3 clusters Score -2230262 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2230432.500000 Penalty: 5025.519531
	Iteration 28Q: 3 clusters Score -2230432 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2230574.250000 Penalty: 5025.519531
	Iteration 29Q: 3 clusters Score -2230574 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2230719.000000 Penalty: 5025.519531
	Iteration 30Q: 3 clusters Score -2230719 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2230842.750000 Penalty: 5025.519531
	Iteration 31Q: 3 clusters Score -2230843 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2230991.000000 Penalty: 5025.519531
	Iteration 32Q: 3 clusters Score -2230991 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2231153.000000 Penalty: 5025.519531
	Iteration 33Q: 3 clusters Score -2231153 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2231266.250000 Penalty: 5025.519531
	Iteration 34Q: 3 clusters Score -2231266 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2231357.000000 Penalty: 5025.519531
	Iteration 35Q: 3 clusters Score -2231357 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2231465.750000 Penalty: 5025.519531
	Iteration 36Q: 3 clusters Score -2231466 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2231561.000000 Penalty: 5025.519531
	Iteration 37Q: 3 clusters Score -2231561 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2231658.500000 Penalty: 5025.519531
	Iteration 38Q: 3 clusters Score -2231658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2231754.000000 Penalty: 5025.519531
	Iteration 39Q: 3 clusters Score -2231754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -2231810.750000 Penalty: 5025.519531
	Iteration 40F: 3 clusters Score -2231811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2231867.500000 Penalty: 5025.519531
	Iteration 41Q: 3 clusters Score -2231868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2231901.250000 Penalty: 5025.519531
	Iteration 42Q: 3 clusters Score -2231901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2231950.000000 Penalty: 5025.519531
	Iteration 43Q: 3 clusters Score -2231950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2231979.250000 Penalty: 5025.519531
	Iteration 44Q: 3 clusters Score -2231979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2232013.750000 Penalty: 5025.519531
	Iteration 45Q: 3 clusters Score -2232014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2232038.750000 Penalty: 5025.519531
	Iteration 46Q: 3 clusters Score -2232039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2232058.250000 Penalty: 5025.519531
	Iteration 47Q: 3 clusters Score -2232058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2232077.750000 Penalty: 5025.519531
	Iteration 48Q: 3 clusters Score -2232078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -2232089.500000 Penalty: 5025.519531
	Iteration 49Q: 3 clusters Score -2232090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2232096.750000 Penalty: 5025.519531
	Iteration 50Q: 3 clusters Score -2232097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2232100.000000 Penalty: 5025.519531
	Iteration 51Q: 3 clusters Score -2232100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2232099.500000 Penalty: 5025.519531
	Iteration 52Q: 3 clusters Score -2232100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2232099.000000 Penalty: 5025.519531
	Iteration 53Q: 3 clusters Score -2232099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2232102.500000 Penalty: 5025.519531
	Iteration 54Q: 3 clusters Score -2232102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -2232104.500000 Penalty: 5025.519531
	Iteration 55Q: 3 clusters Score -2232104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -2232108.250000 Penalty: 5025.519531
	Iteration 56Q: 3 clusters Score -2232108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2232107.750000 Penalty: 5025.519531
	Iteration 57Q: 3 clusters Score -2232108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -2232110.500000 Penalty: 5025.519531
	Iteration 58Q: 3 clusters Score -2232110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2232112.250000 Penalty: 5025.519531
	Iteration 59Q: 3 clusters Score -2232112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2232113.500000 Penalty: 5025.519531
	Iteration 60F: 3 clusters Score -2232114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -125008.125000 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -125008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -122712.429688 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -122712.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -123159.546875 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -123159.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -123319.726562 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -123319.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -123459.750000 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -123459.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -123589.976562 Penalty: 3634.579346
	Iteration 4Q: 3 clusters Score -123590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -123797.218750 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -123797.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -124074.414062 Penalty: 3634.579346
	Iteration 6F: 3 clusters Score -124074.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -124422.960938 Penalty: 3634.579346
	Iteration 7F: 3 clusters Score -124423 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -125082.132812 Penalty: 3634.579346
	Iteration 8F: 3 clusters Score -125082.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -126059.765625 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -126059.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -126156.429688 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -126156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -126208.929688 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -126208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -126211.117188 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -126211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -126211.117188 Penalty: 3634.579346
	Iteration 13F: 3 clusters Score -126211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25137 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143531 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 915 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164507 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 438203 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17113 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10830 members 
Entering Unmasked Estep 
Score: -93620440.000000 Penalty: 92847.609375
Splitting cluster 7 changes total score from -93621080.000000 to -93620440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Entering Unmasked Estep 
Score: -625498.812500 Penalty: 2200.515869
	Iteration 0F: 2 clusters Score -625498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -619623.000000 Penalty: 4401.031738
	Iteration 0F: 3 clusters Score -619623 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -621191.875000 Penalty: 4401.031738
	Iteration 1F: 3 clusters Score -621191.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -621441.125000 Penalty: 4401.031738
	Iteration 2F: 3 clusters Score -621441.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -621618.437500 Penalty: 4401.031738
	Iteration 3F: 3 clusters Score -621618.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -621731.312500 Penalty: 4401.031738
	Iteration 4Q: 3 clusters Score -621731.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -621816.250000 Penalty: 4401.031738
	Iteration 5Q: 3 clusters Score -621816.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -621885.437500 Penalty: 4401.031738
	Iteration 6Q: 3 clusters Score -621885.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -621941.125000 Penalty: 4401.031738
	Iteration 7Q: 3 clusters Score -621941.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -621980.875000 Penalty: 4401.031738
	Iteration 8Q: 3 clusters Score -621980.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -622015.187500 Penalty: 4401.031738
	Iteration 9Q: 3 clusters Score -622015.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -622042.812500 Penalty: 4401.031738
	Iteration 10Q: 3 clusters Score -622042.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -622070.437500 Penalty: 4401.031738
	Iteration 11Q: 3 clusters Score -622070.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -622098.000000 Penalty: 4401.031738
	Iteration 12Q: 3 clusters Score -622098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -622132.375000 Penalty: 4401.031738
	Iteration 13Q: 3 clusters Score -622132.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -622165.375000 Penalty: 4401.031738
	Iteration 14Q: 3 clusters Score -622165.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -622189.500000 Penalty: 4401.031738
	Iteration 15Q: 3 clusters Score -622189.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -622224.625000 Penalty: 4401.031738
	Iteration 16Q: 3 clusters Score -622224.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -622258.375000 Penalty: 4401.031738
	Iteration 17Q: 3 clusters Score -622258.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -622288.750000 Penalty: 4401.031738
	Iteration 18Q: 3 clusters Score -622288.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -622316.250000 Penalty: 4401.031738
	Iteration 19Q: 3 clusters Score -622316.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -622343.062500 Penalty: 4401.031738
	Iteration 20F: 3 clusters Score -622343.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -622373.187500 Penalty: 4401.031738
	Iteration 21Q: 3 clusters Score -622373.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -622403.500000 Penalty: 4401.031738
	Iteration 22Q: 3 clusters Score -622403.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -622431.187500 Penalty: 4401.031738
	Iteration 23Q: 3 clusters Score -622431.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -622460.625000 Penalty: 4401.031738
	Iteration 24Q: 3 clusters Score -622460.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -622489.250000 Penalty: 4401.031738
	Iteration 25Q: 3 clusters Score -622489.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -622525.437500 Penalty: 4401.031738
	Iteration 26Q: 3 clusters Score -622525.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -622561.250000 Penalty: 4401.031738
	Iteration 27Q: 3 clusters Score -622561.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -622599.312500 Penalty: 4401.031738
	Iteration 28Q: 3 clusters Score -622599.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -622642.750000 Penalty: 4401.031738
	Iteration 29Q: 3 clusters Score -622642.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -622680.750000 Penalty: 4401.031738
	Iteration 30Q: 3 clusters Score -622680.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -622712.125000 Penalty: 4401.031738
	Iteration 31Q: 3 clusters Score -622712.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -622741.375000 Penalty: 4401.031738
	Iteration 32Q: 3 clusters Score -622741.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -622774.437500 Penalty: 4401.031738
	Iteration 33Q: 3 clusters Score -622774.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -622804.750000 Penalty: 4401.031738
	Iteration 34Q: 3 clusters Score -622804.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -622828.750000 Penalty: 4401.031738
	Iteration 35Q: 3 clusters Score -622828.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -622849.375000 Penalty: 4401.031738
	Iteration 36Q: 3 clusters Score -622849.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -622872.062500 Penalty: 4401.031738
	Iteration 37Q: 3 clusters Score -622872.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -622894.000000 Penalty: 4401.031738
	Iteration 38Q: 3 clusters Score -622894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -622922.312500 Penalty: 4401.031738
	Iteration 39Q: 3 clusters Score -622922.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -622954.500000 Penalty: 4401.031738
	Iteration 40F: 3 clusters Score -622954.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -622986.437500 Penalty: 4401.031738
	Iteration 41Q: 3 clusters Score -622986.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -623026.375000 Penalty: 4401.031738
	Iteration 42Q: 3 clusters Score -623026.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -623061.562500 Penalty: 4401.031738
	Iteration 43Q: 3 clusters Score -623061.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -623093.875000 Penalty: 4401.031738
	Iteration 44Q: 3 clusters Score -623093.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -623126.875000 Penalty: 4401.031738
	Iteration 45Q: 3 clusters Score -623126.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -623165.750000 Penalty: 4401.031738
	Iteration 46Q: 3 clusters Score -623165.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -623208.375000 Penalty: 4401.031738
	Iteration 47Q: 3 clusters Score -623208.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -623249.187500 Penalty: 4401.031738
	Iteration 48Q: 3 clusters Score -623249.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -623294.562500 Penalty: 4401.031738
	Iteration 49Q: 3 clusters Score -623294.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -623328.875000 Penalty: 4401.031738
	Iteration 50Q: 3 clusters Score -623328.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -623359.687500 Penalty: 4401.031738
	Iteration 51Q: 3 clusters Score -623359.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -623393.187500 Penalty: 4401.031738
	Iteration 52Q: 3 clusters Score -623393.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -623417.500000 Penalty: 4401.031738
	Iteration 53Q: 3 clusters Score -623417.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -623442.125000 Penalty: 4401.031738
	Iteration 54Q: 3 clusters Score -623442.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -623471.437500 Penalty: 4401.031738
	Iteration 55Q: 3 clusters Score -623471.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -623491.125000 Penalty: 4401.031738
	Iteration 56Q: 3 clusters Score -623491.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -623517.875000 Penalty: 4401.031738
	Iteration 57Q: 3 clusters Score -623517.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -623540.312500 Penalty: 4401.031738
	Iteration 58Q: 3 clusters Score -623540.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -623553.000000 Penalty: 4401.031738
	Iteration 59Q: 3 clusters Score -623553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -623563.312500 Penalty: 4401.031738
	Iteration 60F: 3 clusters Score -623563.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -623572.625000 Penalty: 4401.031738
	Iteration 61Q: 3 clusters Score -623572.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -623583.437500 Penalty: 4401.031738
	Iteration 62Q: 3 clusters Score -623583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -623587.062500 Penalty: 4401.031738
	Iteration 63Q: 3 clusters Score -623587.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -623592.687500 Penalty: 4401.031738
	Iteration 64Q: 3 clusters Score -623592.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -623599.437500 Penalty: 4401.031738
	Iteration 65Q: 3 clusters Score -623599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -623603.187500 Penalty: 4401.031738
	Iteration 66Q: 3 clusters Score -623603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -623609.812500 Penalty: 4401.031738
	Iteration 67Q: 3 clusters Score -623609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -623613.187500 Penalty: 4401.031738
	Iteration 68Q: 3 clusters Score -623613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -623617.437500 Penalty: 4401.031738
	Iteration 69Q: 3 clusters Score -623617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -623621.750000 Penalty: 4401.031738
	Iteration 70Q: 3 clusters Score -623621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -623624.750000 Penalty: 4401.031738
	Iteration 71Q: 3 clusters Score -623624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -623630.125000 Penalty: 4401.031738
	Iteration 72Q: 3 clusters Score -623630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -623633.937500 Penalty: 4401.031738
	Iteration 73Q: 3 clusters Score -623633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -623639.250000 Penalty: 4401.031738
	Iteration 74Q: 3 clusters Score -623639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -623642.312500 Penalty: 4401.031738
	Iteration 75Q: 3 clusters Score -623642.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -623645.375000 Penalty: 4401.031738
	Iteration 76Q: 3 clusters Score -623645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -623648.187500 Penalty: 4401.031738
	Iteration 77Q: 3 clusters Score -623648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -623648.187500 Penalty: 4401.031738
	Iteration 78F: 3 clusters Score -623648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Entering Unmasked Estep 
Score: -7465651.500000 Penalty: 2801.515625
	Iteration 0F: 2 clusters Score -7465652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -7411575.000000 Penalty: 5603.031250
	Iteration 0F: 3 clusters Score -7411575 nChanged 37924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -7433446.000000 Penalty: 5603.031250
	Iteration 1F: 3 clusters Score -7433446 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -7434569.000000 Penalty: 5603.031250
	Iteration 2Q: 3 clusters Score -7434569 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -7436164.000000 Penalty: 5603.031250
	Iteration 3Q: 3 clusters Score -7436164 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -7438492.000000 Penalty: 5603.031250
	Iteration 4F: 3 clusters Score -7438492 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -7442075.500000 Penalty: 5603.031250
	Iteration 5F: 3 clusters Score -7442076 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -7447266.500000 Penalty: 5603.031250
	Iteration 6F: 3 clusters Score -7447266 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -7452468.500000 Penalty: 5603.031250
	Iteration 7F: 3 clusters Score -7452468 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -7455633.000000 Penalty: 5603.031250
	Iteration 8F: 3 clusters Score -7455633 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7456943.000000 Penalty: 5603.031250
	Iteration 9Q: 3 clusters Score -7456943 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -7457501.500000 Penalty: 5603.031250
	Iteration 10Q: 3 clusters Score -7457502 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -7457922.500000 Penalty: 5603.031250
	Iteration 11Q: 3 clusters Score -7457922 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -7458302.000000 Penalty: 5603.031250
	Iteration 12Q: 3 clusters Score -7458302 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -7458644.000000 Penalty: 5603.031250
	Iteration 13Q: 3 clusters Score -7458644 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -7458953.500000 Penalty: 5603.031250
	Iteration 14Q: 3 clusters Score -7458954 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -7459248.500000 Penalty: 5603.031250
	Iteration 15Q: 3 clusters Score -7459248 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -7459578.500000 Penalty: 5603.031250
	Iteration 16Q: 3 clusters Score -7459578 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -7459871.500000 Penalty: 5603.031250
	Iteration 17Q: 3 clusters Score -7459872 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -7460110.000000 Penalty: 5603.031250
	Iteration 18Q: 3 clusters Score -7460110 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 69975 members 
Entering Unmasked Estep 
Score: -7460376.000000 Penalty: 5603.031250
	Iteration 19Q: 3 clusters Score -7460376 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -7460615.500000 Penalty: 5603.031250
	Iteration 20F: 3 clusters Score -7460616 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -7460807.000000 Penalty: 5603.031250
	Iteration 21Q: 3 clusters Score -7460807 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -7460984.000000 Penalty: 5603.031250
	Iteration 22Q: 3 clusters Score -7460984 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -7461167.000000 Penalty: 5603.031250
	Iteration 23Q: 3 clusters Score -7461167 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -7461391.000000 Penalty: 5603.031250
	Iteration 24Q: 3 clusters Score -7461391 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -7461642.500000 Penalty: 5603.031250
	Iteration 25Q: 3 clusters Score -7461642 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -7461871.000000 Penalty: 5603.031250
	Iteration 26Q: 3 clusters Score -7461871 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -7462070.500000 Penalty: 5603.031250
	Iteration 27Q: 3 clusters Score -7462070 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -7462215.000000 Penalty: 5603.031250
	Iteration 28Q: 3 clusters Score -7462215 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -7462325.500000 Penalty: 5603.031250
	Iteration 29Q: 3 clusters Score -7462326 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 76239 members 
Entering Unmasked Estep 
Score: -7462465.500000 Penalty: 5603.031250
	Iteration 30Q: 3 clusters Score -7462466 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -7462586.500000 Penalty: 5603.031250
	Iteration 31Q: 3 clusters Score -7462586 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -7462685.500000 Penalty: 5603.031250
	Iteration 32Q: 3 clusters Score -7462686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -7462821.500000 Penalty: 5603.031250
	Iteration 33Q: 3 clusters Score -7462822 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -7462920.000000 Penalty: 5603.031250
	Iteration 34Q: 3 clusters Score -7462920 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -7462978.500000 Penalty: 5603.031250
	Iteration 35Q: 3 clusters Score -7462978 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -7463028.000000 Penalty: 5603.031250
	Iteration 36Q: 3 clusters Score -7463028 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -7463098.500000 Penalty: 5603.031250
	Iteration 37Q: 3 clusters Score -7463098 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -7463146.500000 Penalty: 5603.031250
	Iteration 38Q: 3 clusters Score -7463146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -7463180.500000 Penalty: 5603.031250
	Iteration 39Q: 3 clusters Score -7463180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -7463194.500000 Penalty: 5603.031250
	Iteration 40F: 3 clusters Score -7463194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -7463210.500000 Penalty: 5603.031250
	Iteration 41Q: 3 clusters Score -7463210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -7463233.500000 Penalty: 5603.031250
	Iteration 42Q: 3 clusters Score -7463234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -7463262.000000 Penalty: 5603.031250
	Iteration 43Q: 3 clusters Score -7463262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -7463270.000000 Penalty: 5603.031250
	Iteration 44Q: 3 clusters Score -7463270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -7463271.500000 Penalty: 5603.031250
	Iteration 45Q: 3 clusters Score -7463272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -7463303.000000 Penalty: 5603.031250
	Iteration 46Q: 3 clusters Score -7463303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -7463327.000000 Penalty: 5603.031250
	Iteration 47Q: 3 clusters Score -7463327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -7463332.500000 Penalty: 5603.031250
	Iteration 48Q: 3 clusters Score -7463332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -7463333.000000 Penalty: 5603.031250
	Iteration 49Q: 3 clusters Score -7463333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -7463330.000000 Penalty: 5603.031250
	Iteration 50Q: 3 clusters Score -7463330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -7463343.500000 Penalty: 5603.031250
	Iteration 51Q: 3 clusters Score -7463344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -7463357.000000 Penalty: 5603.031250
	Iteration 52Q: 3 clusters Score -7463357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -7463367.500000 Penalty: 5603.031250
	Iteration 53Q: 3 clusters Score -7463368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -7463384.500000 Penalty: 5603.031250
	Iteration 54Q: 3 clusters Score -7463384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -7463395.500000 Penalty: 5603.031250
	Iteration 55Q: 3 clusters Score -7463396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -7463392.000000 Penalty: 5603.031250
	Iteration 56Q: 3 clusters Score -7463392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -7463383.000000 Penalty: 5603.031250
	Iteration 57Q: 3 clusters Score -7463383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -7463387.500000 Penalty: 5603.031250
	Iteration 58Q: 3 clusters Score -7463388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -7463399.000000 Penalty: 5603.031250
	Iteration 59Q: 3 clusters Score -7463399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -7463400.000000 Penalty: 5603.031250
	Iteration 60F: 3 clusters Score -7463400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -7463397.500000 Penalty: 5603.031250
	Iteration 61Q: 3 clusters Score -7463398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -7463401.000000 Penalty: 5603.031250
	Iteration 62Q: 3 clusters Score -7463401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -7463392.500000 Penalty: 5603.031250
	Iteration 63Q: 3 clusters Score -7463392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -7463396.500000 Penalty: 5603.031250
	Iteration 64Q: 3 clusters Score -7463396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -7463405.000000 Penalty: 5603.031250
	Iteration 65Q: 3 clusters Score -7463405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -7463416.000000 Penalty: 5603.031250
	Iteration 66Q: 3 clusters Score -7463416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -7463415.500000 Penalty: 5603.031250
	Iteration 67Q: 3 clusters Score -7463416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -7463411.500000 Penalty: 5603.031250
	Iteration 68Q: 3 clusters Score -7463412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -7463414.500000 Penalty: 5603.031250
	Iteration 69Q: 3 clusters Score -7463414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -7463416.500000 Penalty: 5603.031250
	Iteration 70Q: 3 clusters Score -7463416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -7463419.500000 Penalty: 5603.031250
	Iteration 71Q: 3 clusters Score -7463420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -7463423.000000 Penalty: 5603.031250
	Iteration 72Q: 3 clusters Score -7463423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -7463423.000000 Penalty: 5603.031250
	Iteration 73F: 3 clusters Score -7463423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Entering Unmasked Estep 
Score: -415155.531250 Penalty: 2085.140381
	Iteration 0F: 2 clusters Score -415155.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -410912.687500 Penalty: 4170.280762
	Iteration 0F: 3 clusters Score -410912.7 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -411797.343750 Penalty: 4170.280762
	Iteration 1F: 3 clusters Score -411797.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -411980.031250 Penalty: 4170.280762
	Iteration 2F: 3 clusters Score -411980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -412098.687500 Penalty: 4170.280762
	Iteration 3F: 3 clusters Score -412098.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -412166.125000 Penalty: 4170.280762
	Iteration 4Q: 3 clusters Score -412166.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -412217.468750 Penalty: 4170.280762
	Iteration 5Q: 3 clusters Score -412217.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -412264.437500 Penalty: 4170.280762
	Iteration 6Q: 3 clusters Score -412264.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -412301.312500 Penalty: 4170.280762
	Iteration 7Q: 3 clusters Score -412301.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -412334.000000 Penalty: 4170.280762
	Iteration 8Q: 3 clusters Score -412334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -412365.843750 Penalty: 4170.280762
	Iteration 9Q: 3 clusters Score -412365.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -412393.625000 Penalty: 4170.280762
	Iteration 10Q: 3 clusters Score -412393.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -412419.906250 Penalty: 4170.280762
	Iteration 11Q: 3 clusters Score -412419.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -412443.218750 Penalty: 4170.280762
	Iteration 12Q: 3 clusters Score -412443.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -412459.062500 Penalty: 4170.280762
	Iteration 13Q: 3 clusters Score -412459.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -412471.218750 Penalty: 4170.280762
	Iteration 14Q: 3 clusters Score -412471.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -412482.218750 Penalty: 4170.280762
	Iteration 15Q: 3 clusters Score -412482.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -412492.468750 Penalty: 4170.280762
	Iteration 16Q: 3 clusters Score -412492.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -412498.812500 Penalty: 4170.280762
	Iteration 17Q: 3 clusters Score -412498.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -412508.718750 Penalty: 4170.280762
	Iteration 18Q: 3 clusters Score -412508.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -412516.468750 Penalty: 4170.280762
	Iteration 19Q: 3 clusters Score -412516.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -412526.125000 Penalty: 4170.280762
	Iteration 20F: 3 clusters Score -412526.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -412534.468750 Penalty: 4170.280762
	Iteration 21Q: 3 clusters Score -412534.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -412543.531250 Penalty: 4170.280762
	Iteration 22Q: 3 clusters Score -412543.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -412555.093750 Penalty: 4170.280762
	Iteration 23Q: 3 clusters Score -412555.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -412569.312500 Penalty: 4170.280762
	Iteration 24Q: 3 clusters Score -412569.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -412584.187500 Penalty: 4170.280762
	Iteration 25Q: 3 clusters Score -412584.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -412599.375000 Penalty: 4170.280762
	Iteration 26Q: 3 clusters Score -412599.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -412618.656250 Penalty: 4170.280762
	Iteration 27Q: 3 clusters Score -412618.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -412641.250000 Penalty: 4170.280762
	Iteration 28Q: 3 clusters Score -412641.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -412664.437500 Penalty: 4170.280762
	Iteration 29Q: 3 clusters Score -412664.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -412685.750000 Penalty: 4170.280762
	Iteration 30Q: 3 clusters Score -412685.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -412714.750000 Penalty: 4170.280762
	Iteration 31Q: 3 clusters Score -412714.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -412749.218750 Penalty: 4170.280762
	Iteration 32Q: 3 clusters Score -412749.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -412784.312500 Penalty: 4170.280762
	Iteration 33Q: 3 clusters Score -412784.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -412821.437500 Penalty: 4170.280762
	Iteration 34Q: 3 clusters Score -412821.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -412854.531250 Penalty: 4170.280762
	Iteration 35Q: 3 clusters Score -412854.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -412879.281250 Penalty: 4170.280762
	Iteration 36Q: 3 clusters Score -412879.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -412903.906250 Penalty: 4170.280762
	Iteration 37Q: 3 clusters Score -412903.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -412928.625000 Penalty: 4170.280762
	Iteration 38Q: 3 clusters Score -412928.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -412961.375000 Penalty: 4170.280762
	Iteration 39Q: 3 clusters Score -412961.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -412991.687500 Penalty: 4170.280762
	Iteration 40F: 3 clusters Score -412991.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -413015.968750 Penalty: 4170.280762
	Iteration 41Q: 3 clusters Score -413016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -413049.125000 Penalty: 4170.280762
	Iteration 42Q: 3 clusters Score -413049.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -413076.437500 Penalty: 4170.280762
	Iteration 43Q: 3 clusters Score -413076.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -413100.906250 Penalty: 4170.280762
	Iteration 44Q: 3 clusters Score -413100.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -413125.531250 Penalty: 4170.280762
	Iteration 45Q: 3 clusters Score -413125.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -413142.937500 Penalty: 4170.280762
	Iteration 46Q: 3 clusters Score -413142.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -413168.000000 Penalty: 4170.280762
	Iteration 47Q: 3 clusters Score -413168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -413193.187500 Penalty: 4170.280762
	Iteration 48Q: 3 clusters Score -413193.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -413216.843750 Penalty: 4170.280762
	Iteration 49Q: 3 clusters Score -413216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -413232.937500 Penalty: 4170.280762
	Iteration 50Q: 3 clusters Score -413232.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -413242.062500 Penalty: 4170.280762
	Iteration 51Q: 3 clusters Score -413242.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -413249.937500 Penalty: 4170.280762
	Iteration 52Q: 3 clusters Score -413249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -413253.375000 Penalty: 4170.280762
	Iteration 53Q: 3 clusters Score -413253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -413254.250000 Penalty: 4170.280762
	Iteration 54Q: 3 clusters Score -413254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -413256.468750 Penalty: 4170.280762
	Iteration 55Q: 3 clusters Score -413256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -413259.968750 Penalty: 4170.280762
	Iteration 56Q: 3 clusters Score -413260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -413266.062500 Penalty: 4170.280762
	Iteration 57Q: 3 clusters Score -413266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -413272.937500 Penalty: 4170.280762
	Iteration 58Q: 3 clusters Score -413272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -413282.093750 Penalty: 4170.280762
	Iteration 59Q: 3 clusters Score -413282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -413289.687500 Penalty: 4170.280762
	Iteration 60F: 3 clusters Score -413289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -413295.437500 Penalty: 4170.280762
	Iteration 61Q: 3 clusters Score -413295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -413299.031250 Penalty: 4170.280762
	Iteration 62Q: 3 clusters Score -413299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -413303.343750 Penalty: 4170.280762
	Iteration 63Q: 3 clusters Score -413303.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -413305.375000 Penalty: 4170.280762
	Iteration 64Q: 3 clusters Score -413305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -413307.187500 Penalty: 4170.280762
	Iteration 65Q: 3 clusters Score -413307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -413308.093750 Penalty: 4170.280762
	Iteration 66Q: 3 clusters Score -413308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -413308.500000 Penalty: 4170.280762
	Iteration 67Q: 3 clusters Score -413308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -413309.968750 Penalty: 4170.280762
	Iteration 68Q: 3 clusters Score -413310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -413311.656250 Penalty: 4170.280762
	Iteration 69Q: 3 clusters Score -413311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -413312.437500 Penalty: 4170.280762
	Iteration 70Q: 3 clusters Score -413312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -413312.437500 Penalty: 4170.280762
	Iteration 71F: 3 clusters Score -413312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -127192.554688 Penalty: 1823.405396
	Iteration 0F: 2 clusters Score -127192.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -124963.187500 Penalty: 3646.810791
	Iteration 0F: 3 clusters Score -124963.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -125745.570312 Penalty: 3646.810791
	Iteration 1F: 3 clusters Score -125745.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -126493.304688 Penalty: 3646.810791
	Iteration 2F: 3 clusters Score -126493.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -127045.234375 Penalty: 3646.810791
	Iteration 3F: 3 clusters Score -127045.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -127456.718750 Penalty: 3646.810791
	Iteration 4F: 3 clusters Score -127456.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -127644.007812 Penalty: 3646.810791
	Iteration 5Q: 3 clusters Score -127644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -127716.000000 Penalty: 3646.810791
	Iteration 6Q: 3 clusters Score -127716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -127773.656250 Penalty: 3646.810791
	Iteration 7Q: 3 clusters Score -127773.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -127829.835938 Penalty: 3646.810791
	Iteration 8Q: 3 clusters Score -127829.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -127895.039062 Penalty: 3646.810791
	Iteration 9Q: 3 clusters Score -127895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -127982.906250 Penalty: 3646.810791
	Iteration 10Q: 3 clusters Score -127982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -127989.523438 Penalty: 3646.810791
	Iteration 11Q: 3 clusters Score -127989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -127992.437500 Penalty: 3646.810791
	Iteration 12Q: 3 clusters Score -127992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -128000.351562 Penalty: 3646.810791
	Iteration 13Q: 3 clusters Score -128000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -128002.945312 Penalty: 3646.810791
	Iteration 14Q: 3 clusters Score -128002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -128002.945312 Penalty: 3646.810791
	Iteration 15F: 3 clusters Score -128002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25137 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 143531 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 1226 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164507 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 438203 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17113 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10830 members 
Entering Unmasked Estep 
Score: -93619992.000000 Penalty: 92847.609375
Splitting cluster 11 changes total score from -93621080.000000 to -93619992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (143531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143531 members 
Entering Unmasked Estep 
Score: -13127601.000000 Penalty: 2944.828125
	Iteration 0F: 2 clusters Score -1.31276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -13031413.000000 Penalty: 5889.656250
	Iteration 0F: 3 clusters Score -1.303141e+07 nChanged 68494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -13070774.000000 Penalty: 5889.656250
	Iteration 1F: 3 clusters Score -1.307077e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -13072278.000000 Penalty: 5889.656250
	Iteration 2Q: 3 clusters Score -1.307228e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -13074664.000000 Penalty: 5889.656250
	Iteration 3Q: 3 clusters Score -1.307466e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -13078744.000000 Penalty: 5889.656250
	Iteration 4F: 3 clusters Score -1.307874e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -13086462.000000 Penalty: 5889.656250
	Iteration 5F: 3 clusters Score -1.308646e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -13097339.000000 Penalty: 5889.656250
	Iteration 6F: 3 clusters Score -1.309734e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -13108899.000000 Penalty: 5889.656250
	Iteration 7F: 3 clusters Score -1.31089e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135939 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -13117771.000000 Penalty: 5889.656250
	Iteration 8F: 3 clusters Score -1.311777e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140770 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13122398.000000 Penalty: 5889.656250
	Iteration 9Q: 3 clusters Score -1.31224e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142623 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13124127.000000 Penalty: 5889.656250
	Iteration 10Q: 3 clusters Score -1.312413e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143120 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13124627.000000 Penalty: 5889.656250
	Iteration 11Q: 3 clusters Score -1.312463e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13124749.000000 Penalty: 5889.656250
	Iteration 12Q: 3 clusters Score -1.312475e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13124857.000000 Penalty: 5889.656250
	Iteration 13Q: 3 clusters Score -1.312486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143296 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13124918.000000 Penalty: 5889.656250
	Iteration 14Q: 3 clusters Score -1.312492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143304 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13124939.000000 Penalty: 5889.656250
	Iteration 15Q: 3 clusters Score -1.312494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143307 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13124958.000000 Penalty: 5889.656250
	Iteration 16Q: 3 clusters Score -1.312496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143311 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13124965.000000 Penalty: 5889.656250
	Iteration 17Q: 3 clusters Score -1.312496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143315 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13124970.000000 Penalty: 5889.656250
	Iteration 18Q: 3 clusters Score -1.312497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143315 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13124967.000000 Penalty: 5889.656250
	Iteration 19Q: 3 clusters Score -1.312497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143314 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13124967.000000 Penalty: 5889.656250
	Iteration 20F: 3 clusters Score -1.312497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Entering Unmasked Estep 
Score: -3262928.000000 Penalty: 2590.359375
	Iteration 0F: 2 clusters Score -3262928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3239658.750000 Penalty: 5180.718750
	Iteration 0F: 3 clusters Score -3239659 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3248239.750000 Penalty: 5180.718750
	Iteration 1F: 3 clusters Score -3248240 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3248633.000000 Penalty: 5180.718750
	Iteration 2Q: 3 clusters Score -3248633 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3249002.500000 Penalty: 5180.718750
	Iteration 3Q: 3 clusters Score -3249002 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3249326.000000 Penalty: 5180.718750
	Iteration 4Q: 3 clusters Score -3249326 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3249639.750000 Penalty: 5180.718750
	Iteration 5Q: 3 clusters Score -3249640 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3250026.250000 Penalty: 5180.718750
	Iteration 6Q: 3 clusters Score -3250026 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3250416.250000 Penalty: 5180.718750
	Iteration 7Q: 3 clusters Score -3250416 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3250912.000000 Penalty: 5180.718750
	Iteration 8Q: 3 clusters Score -3250912 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3251558.500000 Penalty: 5180.718750
	Iteration 9Q: 3 clusters Score -3251558 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3252355.000000 Penalty: 5180.718750
	Iteration 10Q: 3 clusters Score -3252355 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3253277.000000 Penalty: 5180.718750
	Iteration 11F: 3 clusters Score -3253277 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3254328.250000 Penalty: 5180.718750
	Iteration 12F: 3 clusters Score -3254328 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3255496.250000 Penalty: 5180.718750
	Iteration 13F: 3 clusters Score -3255496 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3256668.750000 Penalty: 5180.718750
	Iteration 14F: 3 clusters Score -3256669 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3257759.750000 Penalty: 5180.718750
	Iteration 15Q: 3 clusters Score -3257760 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3258662.500000 Penalty: 5180.718750
	Iteration 16Q: 3 clusters Score -3258662 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3259370.250000 Penalty: 5180.718750
	Iteration 17Q: 3 clusters Score -3259370 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3259881.000000 Penalty: 5180.718750
	Iteration 18Q: 3 clusters Score -3259881 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3260232.000000 Penalty: 5180.718750
	Iteration 19Q: 3 clusters Score -3260232 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3260462.000000 Penalty: 5180.718750
	Iteration 20F: 3 clusters Score -3260462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3260579.750000 Penalty: 5180.718750
	Iteration 21Q: 3 clusters Score -3260580 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3260642.750000 Penalty: 5180.718750
	Iteration 22Q: 3 clusters Score -3260643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3260683.750000 Penalty: 5180.718750
	Iteration 23Q: 3 clusters Score -3260684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3260706.000000 Penalty: 5180.718750
	Iteration 24Q: 3 clusters Score -3260706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3260718.750000 Penalty: 5180.718750
	Iteration 25Q: 3 clusters Score -3260719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3260731.500000 Penalty: 5180.718750
	Iteration 26Q: 3 clusters Score -3260732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3260737.750000 Penalty: 5180.718750
	Iteration 27Q: 3 clusters Score -3260738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3260749.250000 Penalty: 5180.718750
	Iteration 28Q: 3 clusters Score -3260749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3260757.250000 Penalty: 5180.718750
	Iteration 29Q: 3 clusters Score -3260757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3260760.500000 Penalty: 5180.718750
	Iteration 30Q: 3 clusters Score -3260760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3260770.500000 Penalty: 5180.718750
	Iteration 31Q: 3 clusters Score -3260770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3260770.250000 Penalty: 5180.718750
	Iteration 32Q: 3 clusters Score -3260770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3260772.500000 Penalty: 5180.718750
	Iteration 33Q: 3 clusters Score -3260772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3260775.250000 Penalty: 5180.718750
	Iteration 34Q: 3 clusters Score -3260775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3260777.750000 Penalty: 5180.718750
	Iteration 35Q: 3 clusters Score -3260778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3260777.750000 Penalty: 5180.718750
	Iteration 36F: 3 clusters Score -3260778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Entering Unmasked Estep 
Score: -794636.437500 Penalty: 2266.992188
	Iteration 0F: 2 clusters Score -794636.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -787339.812500 Penalty: 4533.984375
	Iteration 0F: 3 clusters Score -787339.8 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -789523.687500 Penalty: 4533.984375
	Iteration 1F: 3 clusters Score -789523.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -789902.500000 Penalty: 4533.984375
	Iteration 2F: 3 clusters Score -789902.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -790209.562500 Penalty: 4533.984375
	Iteration 3F: 3 clusters Score -790209.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -790448.625000 Penalty: 4533.984375
	Iteration 4F: 3 clusters Score -790448.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -790632.687500 Penalty: 4533.984375
	Iteration 5Q: 3 clusters Score -790632.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -790777.812500 Penalty: 4533.984375
	Iteration 6Q: 3 clusters Score -790777.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -790896.500000 Penalty: 4533.984375
	Iteration 7Q: 3 clusters Score -790896.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -791008.062500 Penalty: 4533.984375
	Iteration 8Q: 3 clusters Score -791008.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -791098.437500 Penalty: 4533.984375
	Iteration 9Q: 3 clusters Score -791098.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -791190.562500 Penalty: 4533.984375
	Iteration 10Q: 3 clusters Score -791190.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -791286.500000 Penalty: 4533.984375
	Iteration 11Q: 3 clusters Score -791286.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -791399.125000 Penalty: 4533.984375
	Iteration 12Q: 3 clusters Score -791399.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -791489.187500 Penalty: 4533.984375
	Iteration 13Q: 3 clusters Score -791489.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -791556.062500 Penalty: 4533.984375
	Iteration 14Q: 3 clusters Score -791556.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -791606.812500 Penalty: 4533.984375
	Iteration 15Q: 3 clusters Score -791606.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -791652.750000 Penalty: 4533.984375
	Iteration 16Q: 3 clusters Score -791652.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -791691.875000 Penalty: 4533.984375
	Iteration 17Q: 3 clusters Score -791691.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -791730.062500 Penalty: 4533.984375
	Iteration 18Q: 3 clusters Score -791730.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -791757.375000 Penalty: 4533.984375
	Iteration 19Q: 3 clusters Score -791757.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -791780.875000 Penalty: 4533.984375
	Iteration 20F: 3 clusters Score -791780.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -791797.562500 Penalty: 4533.984375
	Iteration 21Q: 3 clusters Score -791797.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -791821.250000 Penalty: 4533.984375
	Iteration 22Q: 3 clusters Score -791821.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -791832.562500 Penalty: 4533.984375
	Iteration 23Q: 3 clusters Score -791832.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -791842.125000 Penalty: 4533.984375
	Iteration 24Q: 3 clusters Score -791842.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -791853.625000 Penalty: 4533.984375
	Iteration 25Q: 3 clusters Score -791853.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -791857.937500 Penalty: 4533.984375
	Iteration 26Q: 3 clusters Score -791857.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -791864.250000 Penalty: 4533.984375
	Iteration 27Q: 3 clusters Score -791864.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -791865.812500 Penalty: 4533.984375
	Iteration 28Q: 3 clusters Score -791865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -791867.375000 Penalty: 4533.984375
	Iteration 29Q: 3 clusters Score -791867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -791873.187500 Penalty: 4533.984375
	Iteration 30Q: 3 clusters Score -791873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -791875.250000 Penalty: 4533.984375
	Iteration 31Q: 3 clusters Score -791875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -791876.750000 Penalty: 4533.984375
	Iteration 32Q: 3 clusters Score -791876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -791878.437500 Penalty: 4533.984375
	Iteration 33Q: 3 clusters Score -791878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -791880.375000 Penalty: 4533.984375
	Iteration 34Q: 3 clusters Score -791880.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -791881.812500 Penalty: 4533.984375
	Iteration 35Q: 3 clusters Score -791881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -791882.437500 Penalty: 4533.984375
	Iteration 36Q: 3 clusters Score -791882.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -791885.562500 Penalty: 4533.984375
	Iteration 37Q: 3 clusters Score -791885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -791885.500000 Penalty: 4533.984375
	Iteration 38Q: 3 clusters Score -791885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -791886.250000 Penalty: 4533.984375
	Iteration 39Q: 3 clusters Score -791886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -791887.125000 Penalty: 4533.984375
	Iteration 40F: 3 clusters Score -791887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -791886.312500 Penalty: 4533.984375
	Iteration 41Q: 3 clusters Score -791886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -791887.000000 Penalty: 4533.984375
	Iteration 42Q: 3 clusters Score -791887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -791886.875000 Penalty: 4533.984375
	Iteration 43Q: 3 clusters Score -791886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -791889.875000 Penalty: 4533.984375
	Iteration 44Q: 3 clusters Score -791889.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -791890.812500 Penalty: 4533.984375
	Iteration 45Q: 3 clusters Score -791890.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -791890.750000 Penalty: 4533.984375
	Iteration 46Q: 3 clusters Score -791890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -791891.625000 Penalty: 4533.984375
	Iteration 47Q: 3 clusters Score -791891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -791890.562500 Penalty: 4533.984375
	Iteration 48Q: 3 clusters Score -791890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -791893.062500 Penalty: 4533.984375
	Iteration 49Q: 3 clusters Score -791893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -791893.812500 Penalty: 4533.984375
	Iteration 50Q: 3 clusters Score -791893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -791893.500000 Penalty: 4533.984375
	Iteration 51Q: 3 clusters Score -791893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -791892.062500 Penalty: 4533.984375
	Iteration 52Q: 3 clusters Score -791892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -791891.625000 Penalty: 4533.984375
	Iteration 53Q: 3 clusters Score -791891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -791891.625000 Penalty: 4533.984375
	Iteration 54F: 3 clusters Score -791891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -38011.140625 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -38011.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36532.539062 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -36532.54 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37031.082031 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -37031.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37357.648438 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -37357.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37627.210938 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -37627.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37799.445312 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -37799.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37889.089844 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -37889.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37951.367188 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -37951.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37998.917969 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -37998.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38085.500000 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -38085.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38150.140625 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -38150.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38236.679688 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -38236.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38313.750000 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -38313.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38520.886719 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -38520.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38674.730469 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -38674.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39003.675781 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -39003.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39112.546875 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -39112.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39273.289062 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -39273.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39404.511719 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -39404.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39498.402344 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -39498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39621.929688 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -39621.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39737.761719 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -39737.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39786.613281 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -39786.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39898.148438 Penalty: 3118.777832
	Iteration 22Q: 3 clusters Score -39898.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40020.175781 Penalty: 3118.777832
	Iteration 23Q: 3 clusters Score -40020.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40099.394531 Penalty: 3118.777832
	Iteration 24Q: 3 clusters Score -40099.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40099.394531 Penalty: 3118.777832
	Iteration 25F: 3 clusters Score -40099.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25137 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143531 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164507 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 438203 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17113 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10830 members 
Entering Unmasked Estep 
Score: -93621376.000000 Penalty: 92847.609375
Splitting cluster 16 changes total score from -93621080.000000 to -93621376.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 17 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -208032.125000 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -208032.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -205188.046875 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -205188 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -205703.937500 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -205703.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -205845.968750 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -205846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -205943.171875 Penalty: 3850.669434
	Iteration 3Q: 3 clusters Score -205943.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -206020.453125 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -206020.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -206075.906250 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -206075.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -206123.187500 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -206123.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -206167.125000 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -206167.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -206209.765625 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -206209.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -206240.015625 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -206240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -206263.843750 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -206263.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -206290.125000 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -206290.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -206316.375000 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -206316.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -206348.421875 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -206348.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -206381.015625 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -206381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -206407.515625 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -206407.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -206435.687500 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -206435.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -206465.234375 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -206465.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -206486.437500 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -206486.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -206512.359375 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -206512.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -206534.984375 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -206535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -206557.781250 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -206557.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -206583.562500 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -206583.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -206603.343750 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -206603.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -206622.015625 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -206622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -206643.625000 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -206643.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -206663.437500 Penalty: 3850.669434
	Iteration 26Q: 3 clusters Score -206663.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -206677.843750 Penalty: 3850.669434
	Iteration 27Q: 3 clusters Score -206677.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -206691.093750 Penalty: 3850.669434
	Iteration 28Q: 3 clusters Score -206691.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -206706.093750 Penalty: 3850.669434
	Iteration 29Q: 3 clusters Score -206706.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -206717.515625 Penalty: 3850.669434
	Iteration 30Q: 3 clusters Score -206717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -206728.328125 Penalty: 3850.669434
	Iteration 31Q: 3 clusters Score -206728.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -206731.343750 Penalty: 3850.669434
	Iteration 32Q: 3 clusters Score -206731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -206732.937500 Penalty: 3850.669434
	Iteration 33Q: 3 clusters Score -206732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -206734.656250 Penalty: 3850.669434
	Iteration 34Q: 3 clusters Score -206734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -206736.453125 Penalty: 3850.669434
	Iteration 35Q: 3 clusters Score -206736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -206737.796875 Penalty: 3850.669434
	Iteration 36Q: 3 clusters Score -206737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -206739.859375 Penalty: 3850.669434
	Iteration 37Q: 3 clusters Score -206739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -206740.546875 Penalty: 3850.669434
	Iteration 38Q: 3 clusters Score -206740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -206740.546875 Penalty: 3850.669434
	Iteration 39F: 3 clusters Score -206740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (164507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Entering Unmasked Estep 
Score: -14732257.000000 Penalty: 2978.655762
	Iteration 0F: 2 clusters Score -1.473226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -14621399.000000 Penalty: 5957.311523
	Iteration 0F: 3 clusters Score -1.46214e+07 nChanged 79013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -14667891.000000 Penalty: 5957.311523
	Iteration 1F: 3 clusters Score -1.466789e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 80518 members 
Entering Unmasked Estep 
Score: -14668669.000000 Penalty: 5957.311523
	Iteration 2Q: 3 clusters Score -1.466867e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -14669584.000000 Penalty: 5957.311523
	Iteration 3Q: 3 clusters Score -1.466958e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -14670684.000000 Penalty: 5957.311523
	Iteration 4Q: 3 clusters Score -1.467068e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -14671895.000000 Penalty: 5957.311523
	Iteration 5Q: 3 clusters Score -1.46719e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -14673468.000000 Penalty: 5957.311523
	Iteration 6Q: 3 clusters Score -1.467347e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -14675846.000000 Penalty: 5957.311523
	Iteration 7Q: 3 clusters Score -1.467585e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -14679666.000000 Penalty: 5957.311523
	Iteration 8Q: 3 clusters Score -1.467967e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -14685350.000000 Penalty: 5957.311523
	Iteration 9F: 3 clusters Score -1.468535e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -14692441.000000 Penalty: 5957.311523
	Iteration 10F: 3 clusters Score -1.469244e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117758 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -14699434.000000 Penalty: 5957.311523
	Iteration 11F: 3 clusters Score -1.469943e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122638 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -14704132.000000 Penalty: 5957.311523
	Iteration 12Q: 3 clusters Score -1.470413e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126617 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -14706929.000000 Penalty: 5957.311523
	Iteration 13Q: 3 clusters Score -1.470693e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130400 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -14708956.000000 Penalty: 5957.311523
	Iteration 14Q: 3 clusters Score -1.470896e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -14710698.000000 Penalty: 5957.311523
	Iteration 15Q: 3 clusters Score -1.47107e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137862 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -14712405.000000 Penalty: 5957.311523
	Iteration 16Q: 3 clusters Score -1.47124e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -14714238.000000 Penalty: 5957.311523
	Iteration 17Q: 3 clusters Score -1.471424e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -14716210.000000 Penalty: 5957.311523
	Iteration 18Q: 3 clusters Score -1.471621e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148739 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -14718086.000000 Penalty: 5957.311523
	Iteration 19Q: 3 clusters Score -1.471809e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151980 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -14720173.000000 Penalty: 5957.311523
	Iteration 20F: 3 clusters Score -1.472017e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154905 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -14722179.000000 Penalty: 5957.311523
	Iteration 21Q: 3 clusters Score -1.472218e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -14724134.000000 Penalty: 5957.311523
	Iteration 22Q: 3 clusters Score -1.472413e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159772 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -14725922.000000 Penalty: 5957.311523
	Iteration 23Q: 3 clusters Score -1.472592e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -14727412.000000 Penalty: 5957.311523
	Iteration 24Q: 3 clusters Score -1.472741e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162752 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -14728397.000000 Penalty: 5957.311523
	Iteration 25Q: 3 clusters Score -1.47284e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14728969.000000 Penalty: 5957.311523
	Iteration 26Q: 3 clusters Score -1.472897e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14729267.000000 Penalty: 5957.311523
	Iteration 27Q: 3 clusters Score -1.472927e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163969 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14729436.000000 Penalty: 5957.311523
	Iteration 28Q: 3 clusters Score -1.472944e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14729507.000000 Penalty: 5957.311523
	Iteration 29Q: 3 clusters Score -1.472951e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14729552.000000 Penalty: 5957.311523
	Iteration 30Q: 3 clusters Score -1.472955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164117 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14729568.000000 Penalty: 5957.311523
	Iteration 31Q: 3 clusters Score -1.472957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164131 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -14729578.000000 Penalty: 5957.311523
	Iteration 32Q: 3 clusters Score -1.472958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164147 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -14729582.000000 Penalty: 5957.311523
	Iteration 33Q: 3 clusters Score -1.472958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14729598.000000 Penalty: 5957.311523
	Iteration 34Q: 3 clusters Score -1.47296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164155 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14729604.000000 Penalty: 5957.311523
	Iteration 35Q: 3 clusters Score -1.47296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164156 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14729598.000000 Penalty: 5957.311523
	Iteration 36Q: 3 clusters Score -1.47296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164159 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14729599.000000 Penalty: 5957.311523
	Iteration 37Q: 3 clusters Score -1.47296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14729601.000000 Penalty: 5957.311523
	Iteration 38Q: 3 clusters Score -1.47296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -14729598.000000 Penalty: 5957.311523
	Iteration 39Q: 3 clusters Score -1.47296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164168 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14729613.000000 Penalty: 5957.311523
	Iteration 40F: 3 clusters Score -1.472961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164172 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14729615.000000 Penalty: 5957.311523
	Iteration 41Q: 3 clusters Score -1.472962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14729627.000000 Penalty: 5957.311523
	Iteration 42Q: 3 clusters Score -1.472963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14729643.000000 Penalty: 5957.311523
	Iteration 43Q: 3 clusters Score -1.472964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -14729656.000000 Penalty: 5957.311523
	Iteration 44Q: 3 clusters Score -1.472966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164196 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -14729666.000000 Penalty: 5957.311523
	Iteration 45Q: 3 clusters Score -1.472967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164198 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14729653.000000 Penalty: 5957.311523
	Iteration 46Q: 3 clusters Score -1.472965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164198 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14729653.000000 Penalty: 5957.311523
	Iteration 47F: 3 clusters Score -1.472965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Entering Unmasked Estep 
Score: -2991057.500000 Penalty: 2577.354492
	Iteration 0F: 2 clusters Score -2991058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2968804.250000 Penalty: 5154.708984
	Iteration 0F: 3 clusters Score -2968804 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2976880.500000 Penalty: 5154.708984
	Iteration 1F: 3 clusters Score -2976880 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2977293.250000 Penalty: 5154.708984
	Iteration 2Q: 3 clusters Score -2977293 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2977642.750000 Penalty: 5154.708984
	Iteration 3Q: 3 clusters Score -2977643 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2977969.000000 Penalty: 5154.708984
	Iteration 4Q: 3 clusters Score -2977969 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2978281.250000 Penalty: 5154.708984
	Iteration 5Q: 3 clusters Score -2978281 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2978621.000000 Penalty: 5154.708984
	Iteration 6Q: 3 clusters Score -2978621 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2979021.750000 Penalty: 5154.708984
	Iteration 7Q: 3 clusters Score -2979022 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2979497.750000 Penalty: 5154.708984
	Iteration 8Q: 3 clusters Score -2979498 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2980103.250000 Penalty: 5154.708984
	Iteration 9Q: 3 clusters Score -2980103 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2980951.250000 Penalty: 5154.708984
	Iteration 10Q: 3 clusters Score -2980951 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2981982.500000 Penalty: 5154.708984
	Iteration 11Q: 3 clusters Score -2981982 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2983125.250000 Penalty: 5154.708984
	Iteration 12F: 3 clusters Score -2983125 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2984269.250000 Penalty: 5154.708984
	Iteration 13Q: 3 clusters Score -2984269 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -2985299.250000 Penalty: 5154.708984
	Iteration 14Q: 3 clusters Score -2985299 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -2986132.000000 Penalty: 5154.708984
	Iteration 15Q: 3 clusters Score -2986132 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -2986853.500000 Penalty: 5154.708984
	Iteration 16Q: 3 clusters Score -2986854 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -2987366.500000 Penalty: 5154.708984
	Iteration 17Q: 3 clusters Score -2987366 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -2987789.750000 Penalty: 5154.708984
	Iteration 18Q: 3 clusters Score -2987790 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -2988128.000000 Penalty: 5154.708984
	Iteration 19Q: 3 clusters Score -2988128 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -2988354.500000 Penalty: 5154.708984
	Iteration 20F: 3 clusters Score -2988354 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -2988511.750000 Penalty: 5154.708984
	Iteration 21Q: 3 clusters Score -2988512 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -2988608.750000 Penalty: 5154.708984
	Iteration 22Q: 3 clusters Score -2988609 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -2988681.750000 Penalty: 5154.708984
	Iteration 23Q: 3 clusters Score -2988682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -2988733.250000 Penalty: 5154.708984
	Iteration 24Q: 3 clusters Score -2988733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -2988779.000000 Penalty: 5154.708984
	Iteration 25Q: 3 clusters Score -2988779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -2988805.750000 Penalty: 5154.708984
	Iteration 26Q: 3 clusters Score -2988806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -2988816.250000 Penalty: 5154.708984
	Iteration 27Q: 3 clusters Score -2988816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -2988837.500000 Penalty: 5154.708984
	Iteration 28Q: 3 clusters Score -2988838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -2988847.000000 Penalty: 5154.708984
	Iteration 29Q: 3 clusters Score -2988847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -2988857.000000 Penalty: 5154.708984
	Iteration 30Q: 3 clusters Score -2988857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -2988874.500000 Penalty: 5154.708984
	Iteration 31Q: 3 clusters Score -2988874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -2988888.500000 Penalty: 5154.708984
	Iteration 32Q: 3 clusters Score -2988888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -2988894.500000 Penalty: 5154.708984
	Iteration 33Q: 3 clusters Score -2988894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -2988909.750000 Penalty: 5154.708984
	Iteration 34Q: 3 clusters Score -2988910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -2988915.500000 Penalty: 5154.708984
	Iteration 35Q: 3 clusters Score -2988916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -2988922.500000 Penalty: 5154.708984
	Iteration 36Q: 3 clusters Score -2988922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -2988929.500000 Penalty: 5154.708984
	Iteration 37Q: 3 clusters Score -2988930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -2988930.000000 Penalty: 5154.708984
	Iteration 38Q: 3 clusters Score -2988930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -2988935.000000 Penalty: 5154.708984
	Iteration 39Q: 3 clusters Score -2988935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -2988937.250000 Penalty: 5154.708984
	Iteration 40F: 3 clusters Score -2988937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -2988932.750000 Penalty: 5154.708984
	Iteration 41Q: 3 clusters Score -2988933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -2988933.250000 Penalty: 5154.708984
	Iteration 42Q: 3 clusters Score -2988933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -2988936.000000 Penalty: 5154.708984
	Iteration 43Q: 3 clusters Score -2988936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2988939.250000 Penalty: 5154.708984
	Iteration 44Q: 3 clusters Score -2988939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2988940.250000 Penalty: 5154.708984
	Iteration 45Q: 3 clusters Score -2988940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2988940.250000 Penalty: 5154.708984
	Iteration 46F: 3 clusters Score -2988940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (438203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438203 members 
Entering Unmasked Estep 
Score: -40263776.000000 Penalty: 3221.628418
	Iteration 0F: 2 clusters Score -4.026378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218336 members 
Mstep: Class 2 contains 219867 members 
Entering Unmasked Estep 
Score: -39968216.000000 Penalty: 6443.256836
	Iteration 0F: 3 clusters Score -3.996822e+07 nChanged 213797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 246944 members 
Entering Unmasked Estep 
Score: -40101204.000000 Penalty: 6443.256836
	Iteration 1F: 3 clusters Score -4.01012e+07 nChanged 21031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 264241 members 
Entering Unmasked Estep 
Score: -40110716.000000 Penalty: 6443.256836
	Iteration 2Q: 3 clusters Score -4.011072e+07 nChanged 29443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148369 members 
Mstep: Class 2 contains 289834 members 
Entering Unmasked Estep 
Score: -40129680.000000 Penalty: 6443.256836
	Iteration 3F: 3 clusters Score -4.012968e+07 nChanged 37008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 323022 members 
Entering Unmasked Estep 
Score: -40158944.000000 Penalty: 6443.256836
	Iteration 4F: 3 clusters Score -4.015894e+07 nChanged 38414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 358334 members 
Entering Unmasked Estep 
Score: -40192516.000000 Penalty: 6443.256836
	Iteration 5F: 3 clusters Score -4.019252e+07 nChanged 31376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 388012 members 
Entering Unmasked Estep 
Score: -40219884.000000 Penalty: 6443.256836
	Iteration 6F: 3 clusters Score -4.021988e+07 nChanged 20877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 408401 members 
Entering Unmasked Estep 
Score: -40237616.000000 Penalty: 6443.256836
	Iteration 7Q: 3 clusters Score -4.023762e+07 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 421776 members 
Entering Unmasked Estep 
Score: -40248156.000000 Penalty: 6443.256836
	Iteration 8Q: 3 clusters Score -4.024816e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 430027 members 
Entering Unmasked Estep 
Score: -40254992.000000 Penalty: 6443.256836
	Iteration 9Q: 3 clusters Score -4.025499e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 434349 members 
Entering Unmasked Estep 
Score: -40258504.000000 Penalty: 6443.256836
	Iteration 10Q: 3 clusters Score -4.02585e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 436183 members 
Entering Unmasked Estep 
Score: -40259864.000000 Penalty: 6443.256836
	Iteration 11Q: 3 clusters Score -4.025986e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 436907 members 
Entering Unmasked Estep 
Score: -40260464.000000 Penalty: 6443.256836
	Iteration 12Q: 3 clusters Score -4.026046e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 437214 members 
Entering Unmasked Estep 
Score: -40260684.000000 Penalty: 6443.256836
	Iteration 13Q: 3 clusters Score -4.026068e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 437359 members 
Entering Unmasked Estep 
Score: -40260776.000000 Penalty: 6443.256836
	Iteration 14Q: 3 clusters Score -4.026078e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 437446 members 
Entering Unmasked Estep 
Score: -40260912.000000 Penalty: 6443.256836
	Iteration 15Q: 3 clusters Score -4.026091e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 437492 members 
Entering Unmasked Estep 
Score: -40260920.000000 Penalty: 6443.256836
	Iteration 16Q: 3 clusters Score -4.026092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 437522 members 
Entering Unmasked Estep 
Score: -40260960.000000 Penalty: 6443.256836
	Iteration 17Q: 3 clusters Score -4.026096e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 437547 members 
Entering Unmasked Estep 
Score: -40260996.000000 Penalty: 6443.256836
	Iteration 18Q: 3 clusters Score -4.0261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 437570 members 
Entering Unmasked Estep 
Score: -40260984.000000 Penalty: 6443.256836
	Iteration 19Q: 3 clusters Score -4.026098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 437585 members 
Entering Unmasked Estep 
Score: -40261012.000000 Penalty: 6443.256836
	Iteration 20F: 3 clusters Score -4.026101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 437594 members 
Entering Unmasked Estep 
Score: -40260996.000000 Penalty: 6443.256836
	Iteration 21Q: 3 clusters Score -4.0261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 437601 members 
Entering Unmasked Estep 
Score: -40260988.000000 Penalty: 6443.256836
	Iteration 22Q: 3 clusters Score -4.026099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 437609 members 
Entering Unmasked Estep 
Score: -40261024.000000 Penalty: 6443.256836
	Iteration 23Q: 3 clusters Score -4.026102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 437616 members 
Entering Unmasked Estep 
Score: -40261036.000000 Penalty: 6443.256836
	Iteration 24Q: 3 clusters Score -4.026104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 437618 members 
Entering Unmasked Estep 
Score: -40261024.000000 Penalty: 6443.256836
	Iteration 25Q: 3 clusters Score -4.026102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 437619 members 
Entering Unmasked Estep 
Score: -40261016.000000 Penalty: 6443.256836
	Iteration 26Q: 3 clusters Score -4.026102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 437622 members 
Entering Unmasked Estep 
Score: -40261048.000000 Penalty: 6443.256836
	Iteration 27Q: 3 clusters Score -4.026105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 437627 members 
Entering Unmasked Estep 
Score: -40261084.000000 Penalty: 6443.256836
	Iteration 28Q: 3 clusters Score -4.026108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 437627 members 
Entering Unmasked Estep 
Score: -40261056.000000 Penalty: 6443.256836
	Iteration 29Q: 3 clusters Score -4.026106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 437626 members 
Entering Unmasked Estep 
Score: -40261072.000000 Penalty: 6443.256836
	Iteration 30Q: 3 clusters Score -4.026107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 437626 members 
Entering Unmasked Estep 
Score: -40261072.000000 Penalty: 6443.256836
	Iteration 31F: 3 clusters Score -4.026107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Entering Unmasked Estep 
Score: -371377.562500 Penalty: 2079.318115
	Iteration 0F: 2 clusters Score -371377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -367288.593750 Penalty: 4158.636230
	Iteration 0F: 3 clusters Score -367288.6 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -368271.781250 Penalty: 4158.636230
	Iteration 1F: 3 clusters Score -368271.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -368525.906250 Penalty: 4158.636230
	Iteration 2F: 3 clusters Score -368525.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -368709.687500 Penalty: 4158.636230
	Iteration 3F: 3 clusters Score -368709.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -368855.531250 Penalty: 4158.636230
	Iteration 4Q: 3 clusters Score -368855.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -368994.218750 Penalty: 4158.636230
	Iteration 5Q: 3 clusters Score -368994.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -369150.375000 Penalty: 4158.636230
	Iteration 6Q: 3 clusters Score -369150.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -369312.062500 Penalty: 4158.636230
	Iteration 7Q: 3 clusters Score -369312.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -369479.593750 Penalty: 4158.636230
	Iteration 8Q: 3 clusters Score -369479.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -369619.718750 Penalty: 4158.636230
	Iteration 9Q: 3 clusters Score -369619.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -369732.093750 Penalty: 4158.636230
	Iteration 10Q: 3 clusters Score -369732.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -369815.750000 Penalty: 4158.636230
	Iteration 11Q: 3 clusters Score -369815.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -369865.343750 Penalty: 4158.636230
	Iteration 12Q: 3 clusters Score -369865.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -369908.843750 Penalty: 4158.636230
	Iteration 13Q: 3 clusters Score -369908.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -369957.218750 Penalty: 4158.636230
	Iteration 14Q: 3 clusters Score -369957.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -369995.937500 Penalty: 4158.636230
	Iteration 15Q: 3 clusters Score -369995.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -370026.406250 Penalty: 4158.636230
	Iteration 16Q: 3 clusters Score -370026.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -370046.718750 Penalty: 4158.636230
	Iteration 17Q: 3 clusters Score -370046.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -370068.468750 Penalty: 4158.636230
	Iteration 18Q: 3 clusters Score -370068.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -370094.687500 Penalty: 4158.636230
	Iteration 19Q: 3 clusters Score -370094.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -370114.937500 Penalty: 4158.636230
	Iteration 20F: 3 clusters Score -370114.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -370129.281250 Penalty: 4158.636230
	Iteration 21Q: 3 clusters Score -370129.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -370143.000000 Penalty: 4158.636230
	Iteration 22Q: 3 clusters Score -370143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -370152.187500 Penalty: 4158.636230
	Iteration 23Q: 3 clusters Score -370152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -370156.531250 Penalty: 4158.636230
	Iteration 24Q: 3 clusters Score -370156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -370158.218750 Penalty: 4158.636230
	Iteration 25Q: 3 clusters Score -370158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -370159.781250 Penalty: 4158.636230
	Iteration 26Q: 3 clusters Score -370159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -370160.750000 Penalty: 4158.636230
	Iteration 27Q: 3 clusters Score -370160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -370161.531250 Penalty: 4158.636230
	Iteration 28Q: 3 clusters Score -370161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -370163.281250 Penalty: 4158.636230
	Iteration 29Q: 3 clusters Score -370163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -370163.906250 Penalty: 4158.636230
	Iteration 30Q: 3 clusters Score -370163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -370164.593750 Penalty: 4158.636230
	Iteration 31Q: 3 clusters Score -370164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -370164.593750 Penalty: 4158.636230
	Iteration 32F: 3 clusters Score -370164.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Entering Unmasked Estep 
Score: -1445313.250000 Penalty: 2417.403320
	Iteration 0F: 2 clusters Score -1445313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1433132.250000 Penalty: 4834.806641
	Iteration 0F: 3 clusters Score -1433132 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1437104.375000 Penalty: 4834.806641
	Iteration 1F: 3 clusters Score -1437104 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1437496.250000 Penalty: 4834.806641
	Iteration 2F: 3 clusters Score -1437496 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1437811.750000 Penalty: 4834.806641
	Iteration 3Q: 3 clusters Score -1437812 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1438099.875000 Penalty: 4834.806641
	Iteration 4Q: 3 clusters Score -1438100 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1438397.625000 Penalty: 4834.806641
	Iteration 5Q: 3 clusters Score -1438398 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1438735.250000 Penalty: 4834.806641
	Iteration 6Q: 3 clusters Score -1438735 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1439194.625000 Penalty: 4834.806641
	Iteration 7Q: 3 clusters Score -1439195 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1439730.500000 Penalty: 4834.806641
	Iteration 8Q: 3 clusters Score -1439730 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1440355.500000 Penalty: 4834.806641
	Iteration 9Q: 3 clusters Score -1440356 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1441044.625000 Penalty: 4834.806641
	Iteration 10Q: 3 clusters Score -1441045 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1441659.125000 Penalty: 4834.806641
	Iteration 11Q: 3 clusters Score -1441659 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1442094.125000 Penalty: 4834.806641
	Iteration 12Q: 3 clusters Score -1442094 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1442399.625000 Penalty: 4834.806641
	Iteration 13Q: 3 clusters Score -1442400 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1442590.125000 Penalty: 4834.806641
	Iteration 14Q: 3 clusters Score -1442590 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1442722.750000 Penalty: 4834.806641
	Iteration 15Q: 3 clusters Score -1442723 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1442836.375000 Penalty: 4834.806641
	Iteration 16Q: 3 clusters Score -1442836 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1442915.250000 Penalty: 4834.806641
	Iteration 17Q: 3 clusters Score -1442915 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1442981.500000 Penalty: 4834.806641
	Iteration 18Q: 3 clusters Score -1442982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1443024.375000 Penalty: 4834.806641
	Iteration 19Q: 3 clusters Score -1443024 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1443065.500000 Penalty: 4834.806641
	Iteration 20F: 3 clusters Score -1443066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1443107.125000 Penalty: 4834.806641
	Iteration 21Q: 3 clusters Score -1443107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1443150.875000 Penalty: 4834.806641
	Iteration 22Q: 3 clusters Score -1443151 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1443176.250000 Penalty: 4834.806641
	Iteration 23Q: 3 clusters Score -1443176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1443208.750000 Penalty: 4834.806641
	Iteration 24Q: 3 clusters Score -1443209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1443224.875000 Penalty: 4834.806641
	Iteration 25Q: 3 clusters Score -1443225 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1443255.000000 Penalty: 4834.806641
	Iteration 26Q: 3 clusters Score -1443255 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1443278.750000 Penalty: 4834.806641
	Iteration 27Q: 3 clusters Score -1443279 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1443295.625000 Penalty: 4834.806641
	Iteration 28Q: 3 clusters Score -1443296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1443308.125000 Penalty: 4834.806641
	Iteration 29Q: 3 clusters Score -1443308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1443323.500000 Penalty: 4834.806641
	Iteration 30Q: 3 clusters Score -1443324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1443351.750000 Penalty: 4834.806641
	Iteration 31Q: 3 clusters Score -1443352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1443373.500000 Penalty: 4834.806641
	Iteration 32Q: 3 clusters Score -1443374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1443384.875000 Penalty: 4834.806641
	Iteration 33Q: 3 clusters Score -1443385 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1443403.375000 Penalty: 4834.806641
	Iteration 34Q: 3 clusters Score -1443403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1443419.750000 Penalty: 4834.806641
	Iteration 35Q: 3 clusters Score -1443420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1443433.750000 Penalty: 4834.806641
	Iteration 36Q: 3 clusters Score -1443434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1443449.250000 Penalty: 4834.806641
	Iteration 37Q: 3 clusters Score -1443449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1443467.500000 Penalty: 4834.806641
	Iteration 38Q: 3 clusters Score -1443468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1443472.125000 Penalty: 4834.806641
	Iteration 39Q: 3 clusters Score -1443472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1443481.375000 Penalty: 4834.806641
	Iteration 40F: 3 clusters Score -1443481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1443494.875000 Penalty: 4834.806641
	Iteration 41Q: 3 clusters Score -1443495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1443504.250000 Penalty: 4834.806641
	Iteration 42Q: 3 clusters Score -1443504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1443521.500000 Penalty: 4834.806641
	Iteration 43Q: 3 clusters Score -1443522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1443541.375000 Penalty: 4834.806641
	Iteration 44Q: 3 clusters Score -1443541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1443562.125000 Penalty: 4834.806641
	Iteration 45Q: 3 clusters Score -1443562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1443593.625000 Penalty: 4834.806641
	Iteration 46Q: 3 clusters Score -1443594 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1443629.750000 Penalty: 4834.806641
	Iteration 47Q: 3 clusters Score -1443630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1443664.500000 Penalty: 4834.806641
	Iteration 48Q: 3 clusters Score -1443664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1443698.375000 Penalty: 4834.806641
	Iteration 49Q: 3 clusters Score -1443698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1443728.375000 Penalty: 4834.806641
	Iteration 50Q: 3 clusters Score -1443728 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1443762.500000 Penalty: 4834.806641
	Iteration 51Q: 3 clusters Score -1443762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1443805.000000 Penalty: 4834.806641
	Iteration 52Q: 3 clusters Score -1443805 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1443850.875000 Penalty: 4834.806641
	Iteration 53Q: 3 clusters Score -1443851 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1443908.125000 Penalty: 4834.806641
	Iteration 54Q: 3 clusters Score -1443908 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1443955.375000 Penalty: 4834.806641
	Iteration 55Q: 3 clusters Score -1443955 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1444012.625000 Penalty: 4834.806641
	Iteration 56Q: 3 clusters Score -1444013 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1444061.750000 Penalty: 4834.806641
	Iteration 57Q: 3 clusters Score -1444062 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1444098.750000 Penalty: 4834.806641
	Iteration 58Q: 3 clusters Score -1444099 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1444141.875000 Penalty: 4834.806641
	Iteration 59Q: 3 clusters Score -1444142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1444178.250000 Penalty: 4834.806641
	Iteration 60F: 3 clusters Score -1444178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1444211.500000 Penalty: 4834.806641
	Iteration 61Q: 3 clusters Score -1444212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1444260.125000 Penalty: 4834.806641
	Iteration 62Q: 3 clusters Score -1444260 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1444317.625000 Penalty: 4834.806641
	Iteration 63Q: 3 clusters Score -1444318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1444391.500000 Penalty: 4834.806641
	Iteration 64Q: 3 clusters Score -1444392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1444497.000000 Penalty: 4834.806641
	Iteration 65Q: 3 clusters Score -1444497 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1444693.375000 Penalty: 4834.806641
	Iteration 66Q: 3 clusters Score -1444693 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1444900.750000 Penalty: 4834.806641
	Iteration 67Q: 3 clusters Score -1444901 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1445118.000000 Penalty: 4834.806641
	Iteration 68Q: 3 clusters Score -1445118 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1445360.250000 Penalty: 4834.806641
	Iteration 69Q: 3 clusters Score -1445360 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1445526.375000 Penalty: 4834.806641
	Iteration 70Q: 3 clusters Score -1445526 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1445625.875000 Penalty: 4834.806641
	Iteration 71Q: 3 clusters Score -1445626 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1445705.625000 Penalty: 4834.806641
	Iteration 72Q: 3 clusters Score -1445706 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1445753.250000 Penalty: 4834.806641
	Iteration 73Q: 3 clusters Score -1445753 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1445788.375000 Penalty: 4834.806641
	Iteration 74Q: 3 clusters Score -1445788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1445815.750000 Penalty: 4834.806641
	Iteration 75Q: 3 clusters Score -1445816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1445835.750000 Penalty: 4834.806641
	Iteration 76Q: 3 clusters Score -1445836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1445849.500000 Penalty: 4834.806641
	Iteration 77Q: 3 clusters Score -1445850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1445864.625000 Penalty: 4834.806641
	Iteration 78Q: 3 clusters Score -1445865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1445871.250000 Penalty: 4834.806641
	Iteration 79Q: 3 clusters Score -1445871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1445901.125000 Penalty: 4834.806641
	Iteration 80F: 3 clusters Score -1445901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1445918.750000 Penalty: 4834.806641
	Iteration 81Q: 3 clusters Score -1445919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1445923.375000 Penalty: 4834.806641
	Iteration 82Q: 3 clusters Score -1445923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1445932.625000 Penalty: 4834.806641
	Iteration 83Q: 3 clusters Score -1445933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1445936.750000 Penalty: 4834.806641
	Iteration 84Q: 3 clusters Score -1445937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1445945.000000 Penalty: 4834.806641
	Iteration 85Q: 3 clusters Score -1445945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1445948.625000 Penalty: 4834.806641
	Iteration 86Q: 3 clusters Score -1445949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1445958.625000 Penalty: 4834.806641
	Iteration 87Q: 3 clusters Score -1445959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1445960.500000 Penalty: 4834.806641
	Iteration 88Q: 3 clusters Score -1445960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1445963.875000 Penalty: 4834.806641
	Iteration 89Q: 3 clusters Score -1445964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1445965.875000 Penalty: 4834.806641
	Iteration 90Q: 3 clusters Score -1445966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1445971.375000 Penalty: 4834.806641
	Iteration 91Q: 3 clusters Score -1445971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1445976.375000 Penalty: 4834.806641
	Iteration 92Q: 3 clusters Score -1445976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1445976.500000 Penalty: 4834.806641
	Iteration 93Q: 3 clusters Score -1445976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1445980.250000 Penalty: 4834.806641
	Iteration 94Q: 3 clusters Score -1445980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1445981.250000 Penalty: 4834.806641
	Iteration 95Q: 3 clusters Score -1445981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1445985.875000 Penalty: 4834.806641
	Iteration 96Q: 3 clusters Score -1445986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1445988.375000 Penalty: 4834.806641
	Iteration 97Q: 3 clusters Score -1445988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1445986.500000 Penalty: 4834.806641
	Iteration 98Q: 3 clusters Score -1445986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1445990.875000 Penalty: 4834.806641
	Iteration 99Q: 3 clusters Score -1445991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1445992.375000 Penalty: 4834.806641
	Iteration 100F: 3 clusters Score -1445992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1445991.875000 Penalty: 4834.806641
	Iteration 101Q: 3 clusters Score -1445992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1445995.875000 Penalty: 4834.806641
	Iteration 102Q: 3 clusters Score -1445996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1446001.750000 Penalty: 4834.806641
	Iteration 103Q: 3 clusters Score -1446002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1445999.875000 Penalty: 4834.806641
	Iteration 104Q: 3 clusters Score -1446000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1446001.750000 Penalty: 4834.806641
	Iteration 105Q: 3 clusters Score -1446002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1446007.250000 Penalty: 4834.806641
	Iteration 106Q: 3 clusters Score -1446007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1446011.500000 Penalty: 4834.806641
	Iteration 107Q: 3 clusters Score -1446012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1446011.250000 Penalty: 4834.806641
	Iteration 108Q: 3 clusters Score -1446011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1446006.625000 Penalty: 4834.806641
	Iteration 109Q: 3 clusters Score -1446007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1446009.000000 Penalty: 4834.806641
	Iteration 110Q: 3 clusters Score -1446009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1446009.000000 Penalty: 4834.806641
	Iteration 111F: 3 clusters Score -1446009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25137 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143531 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164507 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 438203 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 12167 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10830 members 
Mstep: Class 28 contains 4946 members 
Entering Unmasked Estep 
Score: -93620888.000000 Penalty: 96286.414062
Splitting cluster 22 changes total score from -93621080.000000 to -93620888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (30951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Entering Unmasked Estep 
Score: -2825453.500000 Penalty: 2564.359863
	Iteration 0F: 2 clusters Score -2825454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2804233.500000 Penalty: 5128.719727
	Iteration 0F: 3 clusters Score -2804234 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2811717.000000 Penalty: 5128.719727
	Iteration 1F: 3 clusters Score -2811717 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2812203.500000 Penalty: 5128.719727
	Iteration 2Q: 3 clusters Score -2812204 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2812702.000000 Penalty: 5128.719727
	Iteration 3Q: 3 clusters Score -2812702 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2813183.000000 Penalty: 5128.719727
	Iteration 4Q: 3 clusters Score -2813183 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2813801.250000 Penalty: 5128.719727
	Iteration 5Q: 3 clusters Score -2813801 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2814585.000000 Penalty: 5128.719727
	Iteration 6Q: 3 clusters Score -2814585 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2815542.000000 Penalty: 5128.719727
	Iteration 7F: 3 clusters Score -2815542 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2816784.500000 Penalty: 5128.719727
	Iteration 8F: 3 clusters Score -2816784 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2818371.750000 Penalty: 5128.719727
	Iteration 9F: 3 clusters Score -2818372 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2820039.750000 Penalty: 5128.719727
	Iteration 10F: 3 clusters Score -2820040 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2821359.000000 Penalty: 5128.719727
	Iteration 11Q: 3 clusters Score -2821359 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2822126.250000 Penalty: 5128.719727
	Iteration 12Q: 3 clusters Score -2822126 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2822592.500000 Penalty: 5128.719727
	Iteration 13Q: 3 clusters Score -2822592 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2822910.000000 Penalty: 5128.719727
	Iteration 14Q: 3 clusters Score -2822910 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2823130.250000 Penalty: 5128.719727
	Iteration 15Q: 3 clusters Score -2823130 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2823316.750000 Penalty: 5128.719727
	Iteration 16Q: 3 clusters Score -2823317 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2823490.000000 Penalty: 5128.719727
	Iteration 17Q: 3 clusters Score -2823490 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2823615.250000 Penalty: 5128.719727
	Iteration 18Q: 3 clusters Score -2823615 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2823734.500000 Penalty: 5128.719727
	Iteration 19Q: 3 clusters Score -2823734 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2823856.750000 Penalty: 5128.719727
	Iteration 20F: 3 clusters Score -2823857 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2823953.000000 Penalty: 5128.719727
	Iteration 21Q: 3 clusters Score -2823953 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2824002.500000 Penalty: 5128.719727
	Iteration 22Q: 3 clusters Score -2824002 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2824053.750000 Penalty: 5128.719727
	Iteration 23Q: 3 clusters Score -2824054 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2824099.250000 Penalty: 5128.719727
	Iteration 24Q: 3 clusters Score -2824099 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2824133.750000 Penalty: 5128.719727
	Iteration 25Q: 3 clusters Score -2824134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2824161.000000 Penalty: 5128.719727
	Iteration 26Q: 3 clusters Score -2824161 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2824180.500000 Penalty: 5128.719727
	Iteration 27Q: 3 clusters Score -2824180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2824193.000000 Penalty: 5128.719727
	Iteration 28Q: 3 clusters Score -2824193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2824190.750000 Penalty: 5128.719727
	Iteration 29Q: 3 clusters Score -2824191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2824196.750000 Penalty: 5128.719727
	Iteration 30Q: 3 clusters Score -2824197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2824208.750000 Penalty: 5128.719727
	Iteration 31Q: 3 clusters Score -2824209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2824222.250000 Penalty: 5128.719727
	Iteration 32Q: 3 clusters Score -2824222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2824220.250000 Penalty: 5128.719727
	Iteration 33Q: 3 clusters Score -2824220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2824219.750000 Penalty: 5128.719727
	Iteration 34Q: 3 clusters Score -2824220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2824217.250000 Penalty: 5128.719727
	Iteration 35Q: 3 clusters Score -2824217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2824221.750000 Penalty: 5128.719727
	Iteration 36Q: 3 clusters Score -2824222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2824230.000000 Penalty: 5128.719727
	Iteration 37Q: 3 clusters Score -2824230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2824228.750000 Penalty: 5128.719727
	Iteration 38Q: 3 clusters Score -2824229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2824229.750000 Penalty: 5128.719727
	Iteration 39Q: 3 clusters Score -2824230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2824230.000000 Penalty: 5128.719727
	Iteration 40F: 3 clusters Score -2824230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2824236.500000 Penalty: 5128.719727
	Iteration 41Q: 3 clusters Score -2824236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2824236.000000 Penalty: 5128.719727
	Iteration 42Q: 3 clusters Score -2824236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2824235.500000 Penalty: 5128.719727
	Iteration 43Q: 3 clusters Score -2824236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2824241.750000 Penalty: 5128.719727
	Iteration 44Q: 3 clusters Score -2824242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2824243.500000 Penalty: 5128.719727
	Iteration 45Q: 3 clusters Score -2824244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2824240.000000 Penalty: 5128.719727
	Iteration 46Q: 3 clusters Score -2824240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2824238.750000 Penalty: 5128.719727
	Iteration 47Q: 3 clusters Score -2824239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2824234.250000 Penalty: 5128.719727
	Iteration 48Q: 3 clusters Score -2824234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2824231.500000 Penalty: 5128.719727
	Iteration 49Q: 3 clusters Score -2824232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2824240.500000 Penalty: 5128.719727
	Iteration 50Q: 3 clusters Score -2824240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2824234.000000 Penalty: 5128.719727
	Iteration 51Q: 3 clusters Score -2824234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2824234.250000 Penalty: 5128.719727
	Iteration 52Q: 3 clusters Score -2824234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2824238.750000 Penalty: 5128.719727
	Iteration 53Q: 3 clusters Score -2824239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2824241.750000 Penalty: 5128.719727
	Iteration 54Q: 3 clusters Score -2824242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2824239.250000 Penalty: 5128.719727
	Iteration 55Q: 3 clusters Score -2824239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2824244.250000 Penalty: 5128.719727
	Iteration 56Q: 3 clusters Score -2824244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2824240.000000 Penalty: 5128.719727
	Iteration 57Q: 3 clusters Score -2824240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2824241.750000 Penalty: 5128.719727
	Iteration 58Q: 3 clusters Score -2824242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2824247.750000 Penalty: 5128.719727
	Iteration 59Q: 3 clusters Score -2824248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2824246.500000 Penalty: 5128.719727
	Iteration 60F: 3 clusters Score -2824246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2824244.500000 Penalty: 5128.719727
	Iteration 61Q: 3 clusters Score -2824244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2824239.500000 Penalty: 5128.719727
	Iteration 62Q: 3 clusters Score -2824240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2824245.000000 Penalty: 5128.719727
	Iteration 63Q: 3 clusters Score -2824245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2824239.500000 Penalty: 5128.719727
	Iteration 64Q: 3 clusters Score -2824240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2824242.250000 Penalty: 5128.719727
	Iteration 65Q: 3 clusters Score -2824242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2824245.750000 Penalty: 5128.719727
	Iteration 66Q: 3 clusters Score -2824246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2824250.750000 Penalty: 5128.719727
	Iteration 67Q: 3 clusters Score -2824251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2824246.250000 Penalty: 5128.719727
	Iteration 68Q: 3 clusters Score -2824246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2824245.500000 Penalty: 5128.719727
	Iteration 69Q: 3 clusters Score -2824246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2824244.500000 Penalty: 5128.719727
	Iteration 70Q: 3 clusters Score -2824244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2824245.750000 Penalty: 5128.719727
	Iteration 71Q: 3 clusters Score -2824246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2824248.000000 Penalty: 5128.719727
	Iteration 72Q: 3 clusters Score -2824248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2824248.000000 Penalty: 5128.719727
	Iteration 73F: 3 clusters Score -2824248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -137374.234375 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -137374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -135029.921875 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -135029.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -136073.500000 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -136073.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -136886.687500 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -136886.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -137356.921875 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -137356.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -137622.937500 Penalty: 3686.218506
	Iteration 4F: 3 clusters Score -137622.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -137793.046875 Penalty: 3686.218506
	Iteration 5Q: 3 clusters Score -137793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -137869.890625 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -137869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -137891.656250 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -137891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -137904.828125 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -137904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -137918.828125 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -137918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -137924.234375 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -137924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -137924.234375 Penalty: 3686.218506
	Iteration 11F: 3 clusters Score -137924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25137 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143531 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164507 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 438203 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17113 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 281 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10830 members 
Mstep: Class 28 contains 1408 members 
Entering Unmasked Estep 
Score: -93620336.000000 Penalty: 96286.414062
Splitting cluster 24 changes total score from -93621080.000000 to -93620336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -577281.062500 Penalty: 2166.450195
	Iteration 0F: 2 clusters Score -577281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -571944.625000 Penalty: 4332.900391
	Iteration 0F: 3 clusters Score -571944.6 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -573275.500000 Penalty: 4332.900391
	Iteration 1F: 3 clusters Score -573275.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -573548.500000 Penalty: 4332.900391
	Iteration 2F: 3 clusters Score -573548.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -573740.375000 Penalty: 4332.900391
	Iteration 3F: 3 clusters Score -573740.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -573895.000000 Penalty: 4332.900391
	Iteration 4Q: 3 clusters Score -573895 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -574033.500000 Penalty: 4332.900391
	Iteration 5Q: 3 clusters Score -574033.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -574176.000000 Penalty: 4332.900391
	Iteration 6Q: 3 clusters Score -574176 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -574313.375000 Penalty: 4332.900391
	Iteration 7Q: 3 clusters Score -574313.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -574449.687500 Penalty: 4332.900391
	Iteration 8Q: 3 clusters Score -574449.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -574594.187500 Penalty: 4332.900391
	Iteration 9Q: 3 clusters Score -574594.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -574739.937500 Penalty: 4332.900391
	Iteration 10Q: 3 clusters Score -574739.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -574863.625000 Penalty: 4332.900391
	Iteration 11Q: 3 clusters Score -574863.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -574963.687500 Penalty: 4332.900391
	Iteration 12Q: 3 clusters Score -574963.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -575054.250000 Penalty: 4332.900391
	Iteration 13Q: 3 clusters Score -575054.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -575122.125000 Penalty: 4332.900391
	Iteration 14Q: 3 clusters Score -575122.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -575161.125000 Penalty: 4332.900391
	Iteration 15Q: 3 clusters Score -575161.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -575195.125000 Penalty: 4332.900391
	Iteration 16Q: 3 clusters Score -575195.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -575220.187500 Penalty: 4332.900391
	Iteration 17Q: 3 clusters Score -575220.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -575246.312500 Penalty: 4332.900391
	Iteration 18Q: 3 clusters Score -575246.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -575270.375000 Penalty: 4332.900391
	Iteration 19Q: 3 clusters Score -575270.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -575290.812500 Penalty: 4332.900391
	Iteration 20F: 3 clusters Score -575290.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -575305.562500 Penalty: 4332.900391
	Iteration 21Q: 3 clusters Score -575305.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -575325.437500 Penalty: 4332.900391
	Iteration 22Q: 3 clusters Score -575325.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -575338.937500 Penalty: 4332.900391
	Iteration 23Q: 3 clusters Score -575338.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -575344.125000 Penalty: 4332.900391
	Iteration 24Q: 3 clusters Score -575344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -575350.437500 Penalty: 4332.900391
	Iteration 25Q: 3 clusters Score -575350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -575354.687500 Penalty: 4332.900391
	Iteration 26Q: 3 clusters Score -575354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -575354.875000 Penalty: 4332.900391
	Iteration 27Q: 3 clusters Score -575354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -575358.625000 Penalty: 4332.900391
	Iteration 28Q: 3 clusters Score -575358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -575363.250000 Penalty: 4332.900391
	Iteration 29Q: 3 clusters Score -575363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -575367.000000 Penalty: 4332.900391
	Iteration 30Q: 3 clusters Score -575367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -575370.250000 Penalty: 4332.900391
	Iteration 31Q: 3 clusters Score -575370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -575372.625000 Penalty: 4332.900391
	Iteration 32Q: 3 clusters Score -575372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -575376.750000 Penalty: 4332.900391
	Iteration 33Q: 3 clusters Score -575376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -575380.812500 Penalty: 4332.900391
	Iteration 34Q: 3 clusters Score -575380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -575381.687500 Penalty: 4332.900391
	Iteration 35Q: 3 clusters Score -575381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -575381.875000 Penalty: 4332.900391
	Iteration 36Q: 3 clusters Score -575381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -575382.625000 Penalty: 4332.900391
	Iteration 37Q: 3 clusters Score -575382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -575382.625000 Penalty: 4332.900391
	Iteration 38F: 3 clusters Score -575382.6 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: -24017.457031 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -24017.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22836.306641 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -22836.31 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23414.726562 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -23414.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23729.910156 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -23729.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24075.927734 Penalty: 2963.009521
	Iteration 3F: 3 clusters Score -24075.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24405.058594 Penalty: 2963.009521
	Iteration 4F: 3 clusters Score -24405.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24552.582031 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -24552.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24621.945312 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -24621.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24633.591797 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -24633.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24633.591797 Penalty: 2963.009521
	Iteration 8F: 3 clusters Score -24633.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25137 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143531 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164507 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 438203 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17113 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 10830 members 
Mstep: Class 28 contains 147 members 
Entering Unmasked Estep 
Score: -93620024.000000 Penalty: 96286.414062
Splitting cluster 26 changes total score from -93621080.000000 to -93620024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (10830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Entering Unmasked Estep 
Score: -954432.312500 Penalty: 2303.938721
	Iteration 0F: 2 clusters Score -954432.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -946241.437500 Penalty: 4607.877441
	Iteration 0F: 3 clusters Score -946241.4 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -948586.375000 Penalty: 4607.877441
	Iteration 1F: 3 clusters Score -948586.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -948949.062500 Penalty: 4607.877441
	Iteration 2F: 3 clusters Score -948949.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -949297.250000 Penalty: 4607.877441
	Iteration 3F: 3 clusters Score -949297.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -949627.562500 Penalty: 4607.877441
	Iteration 4Q: 3 clusters Score -949627.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -949970.062500 Penalty: 4607.877441
	Iteration 5F: 3 clusters Score -949970.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -950299.875000 Penalty: 4607.877441
	Iteration 6F: 3 clusters Score -950299.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -950684.250000 Penalty: 4607.877441
	Iteration 7F: 3 clusters Score -950684.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -951015.125000 Penalty: 4607.877441
	Iteration 8F: 3 clusters Score -951015.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -951260.750000 Penalty: 4607.877441
	Iteration 9Q: 3 clusters Score -951260.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -951489.437500 Penalty: 4607.877441
	Iteration 10Q: 3 clusters Score -951489.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -951701.437500 Penalty: 4607.877441
	Iteration 11Q: 3 clusters Score -951701.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -951868.562500 Penalty: 4607.877441
	Iteration 12Q: 3 clusters Score -951868.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -952004.625000 Penalty: 4607.877441
	Iteration 13Q: 3 clusters Score -952004.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -952118.625000 Penalty: 4607.877441
	Iteration 14Q: 3 clusters Score -952118.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -952223.000000 Penalty: 4607.877441
	Iteration 15Q: 3 clusters Score -952223 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -952295.187500 Penalty: 4607.877441
	Iteration 16Q: 3 clusters Score -952295.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -952366.937500 Penalty: 4607.877441
	Iteration 17Q: 3 clusters Score -952366.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -952441.125000 Penalty: 4607.877441
	Iteration 18Q: 3 clusters Score -952441.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -952495.125000 Penalty: 4607.877441
	Iteration 19Q: 3 clusters Score -952495.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -952538.250000 Penalty: 4607.877441
	Iteration 20F: 3 clusters Score -952538.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -952579.937500 Penalty: 4607.877441
	Iteration 21Q: 3 clusters Score -952579.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -952611.437500 Penalty: 4607.877441
	Iteration 22Q: 3 clusters Score -952611.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -952633.937500 Penalty: 4607.877441
	Iteration 23Q: 3 clusters Score -952633.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -952652.312500 Penalty: 4607.877441
	Iteration 24Q: 3 clusters Score -952652.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -952669.062500 Penalty: 4607.877441
	Iteration 25Q: 3 clusters Score -952669.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -952685.437500 Penalty: 4607.877441
	Iteration 26Q: 3 clusters Score -952685.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -952707.375000 Penalty: 4607.877441
	Iteration 27Q: 3 clusters Score -952707.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -952726.125000 Penalty: 4607.877441
	Iteration 28Q: 3 clusters Score -952726.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -952748.562500 Penalty: 4607.877441
	Iteration 29Q: 3 clusters Score -952748.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -952768.187500 Penalty: 4607.877441
	Iteration 30Q: 3 clusters Score -952768.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -952792.375000 Penalty: 4607.877441
	Iteration 31Q: 3 clusters Score -952792.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -952810.187500 Penalty: 4607.877441
	Iteration 32Q: 3 clusters Score -952810.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -952822.625000 Penalty: 4607.877441
	Iteration 33Q: 3 clusters Score -952822.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -952837.062500 Penalty: 4607.877441
	Iteration 34Q: 3 clusters Score -952837.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -952850.375000 Penalty: 4607.877441
	Iteration 35Q: 3 clusters Score -952850.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -952865.937500 Penalty: 4607.877441
	Iteration 36Q: 3 clusters Score -952865.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -952878.687500 Penalty: 4607.877441
	Iteration 37Q: 3 clusters Score -952878.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -952892.750000 Penalty: 4607.877441
	Iteration 38Q: 3 clusters Score -952892.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -952903.500000 Penalty: 4607.877441
	Iteration 39Q: 3 clusters Score -952903.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -952909.562500 Penalty: 4607.877441
	Iteration 40F: 3 clusters Score -952909.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -952922.937500 Penalty: 4607.877441
	Iteration 41Q: 3 clusters Score -952922.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -952935.000000 Penalty: 4607.877441
	Iteration 42Q: 3 clusters Score -952935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -952941.437500 Penalty: 4607.877441
	Iteration 43Q: 3 clusters Score -952941.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -952944.437500 Penalty: 4607.877441
	Iteration 44Q: 3 clusters Score -952944.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -952954.312500 Penalty: 4607.877441
	Iteration 45Q: 3 clusters Score -952954.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -952956.375000 Penalty: 4607.877441
	Iteration 46Q: 3 clusters Score -952956.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -952959.750000 Penalty: 4607.877441
	Iteration 47Q: 3 clusters Score -952959.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -952962.875000 Penalty: 4607.877441
	Iteration 48Q: 3 clusters Score -952962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -952963.812500 Penalty: 4607.877441
	Iteration 49Q: 3 clusters Score -952963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -952964.687500 Penalty: 4607.877441
	Iteration 50Q: 3 clusters Score -952964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -952965.375000 Penalty: 4607.877441
	Iteration 51Q: 3 clusters Score -952965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -952965.375000 Penalty: 4607.877441
	Iteration 52F: 3 clusters Score -952965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25137 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143531 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164507 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 438203 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 17113 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 10830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621424.000000 Penalty: 92847.609375
Iteration 119Q: 28 clusters Score -9.362142e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12631 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25142 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80750 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 143256 members 
Mstep: Class 13 contains 34373 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164525 members 
Mstep: Class 19 contains 32633 members 
Mstep: Class 20 contains 438202 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 17119 members 
Mstep: Class 23 contains 30952 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6222 members 
Mstep: Class 26 contains 387 members 
Mstep: Class 27 contains 10831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621504.000000 Penalty: 92847.609375
Iteration 120F: 28 clusters Score -9.36215e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12629 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25147 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 80970 members 
Mstep: Class 10 contains 4488 members 
Mstep: Class 11 contains 1547 members 
Mstep: Class 12 contains 142992 members 
Mstep: Class 13 contains 34374 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164527 members 
Mstep: Class 19 contains 32658 members 
Mstep: Class 20 contains 438202 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 17124 members 
Mstep: Class 23 contains 30952 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6223 members 
Mstep: Class 26 contains 377 members 
Mstep: Class 27 contains 10837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621784.000000 Penalty: 92847.609375
Iteration 121Q: 28 clusters Score -9.362178e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12628 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25149 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 81170 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1538 members 
Mstep: Class 12 contains 142751 members 
Mstep: Class 13 contains 34374 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164543 members 
Mstep: Class 19 contains 32673 members 
Mstep: Class 20 contains 438201 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 17127 members 
Mstep: Class 23 contains 30952 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6222 members 
Mstep: Class 26 contains 380 members 
Mstep: Class 27 contains 10838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621928.000000 Penalty: 92847.609375
Iteration 122Q: 28 clusters Score -9.362193e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12628 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25153 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7139 members 
Mstep: Class 9 contains 81352 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 1528 members 
Mstep: Class 12 contains 142517 members 
Mstep: Class 13 contains 34374 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164556 members 
Mstep: Class 19 contains 32695 members 
Mstep: Class 20 contains 438200 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17132 members 
Mstep: Class 23 contains 30953 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6223 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622104.000000 Penalty: 92847.609375
Iteration 123Q: 28 clusters Score -9.36221e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12627 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25151 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7139 members 
Mstep: Class 9 contains 81531 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 142292 members 
Mstep: Class 13 contains 34374 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164574 members 
Mstep: Class 19 contains 32717 members 
Mstep: Class 20 contains 438199 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17137 members 
Mstep: Class 23 contains 30952 members 
Mstep: Class 24 contains 1681 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622184.000000 Penalty: 92847.609375
Iteration 124Q: 28 clusters Score -9.362218e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12626 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25152 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 81691 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 142104 members 
Mstep: Class 13 contains 34374 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164580 members 
Mstep: Class 19 contains 32730 members 
Mstep: Class 20 contains 438195 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17146 members 
Mstep: Class 23 contains 30950 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 6228 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622248.000000 Penalty: 92847.609375
Iteration 125Q: 28 clusters Score -9.362225e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12624 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25154 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 81847 members 
Mstep: Class 10 contains 4488 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 141924 members 
Mstep: Class 13 contains 34375 members 
Mstep: Class 14 contains 330 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164583 members 
Mstep: Class 19 contains 32747 members 
Mstep: Class 20 contains 438195 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17146 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 1678 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622600.000000 Penalty: 92847.609375
Iteration 126Q: 28 clusters Score -9.36226e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12622 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25156 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 81999 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 141755 members 
Mstep: Class 13 contains 34376 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 9375 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164586 members 
Mstep: Class 19 contains 32757 members 
Mstep: Class 20 contains 438189 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17143 members 
Mstep: Class 23 contains 30950 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 6224 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623016.000000 Penalty: 92847.609375
Iteration 127Q: 28 clusters Score -9.362302e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12619 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25155 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 82130 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 1456 members 
Mstep: Class 12 contains 141604 members 
Mstep: Class 13 contains 34378 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 9382 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164594 members 
Mstep: Class 19 contains 32760 members 
Mstep: Class 20 contains 438185 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17141 members 
Mstep: Class 23 contains 30952 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6224 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622920.000000 Penalty: 92847.609375
Iteration 128Q: 28 clusters Score -9.362292e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12616 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25158 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 82238 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 141473 members 
Mstep: Class 13 contains 34380 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9388 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164601 members 
Mstep: Class 19 contains 32763 members 
Mstep: Class 20 contains 438187 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17140 members 
Mstep: Class 23 contains 30955 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623096.000000 Penalty: 92847.609375
Iteration 129Q: 28 clusters Score -9.36231e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25156 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 82347 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 141350 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9397 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164601 members 
Mstep: Class 19 contains 32772 members 
Mstep: Class 20 contains 438188 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17140 members 
Mstep: Class 23 contains 30956 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6217 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623056.000000 Penalty: 92847.609375
Iteration 130Q: 28 clusters Score -9.362306e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25160 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 82451 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 141235 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164610 members 
Mstep: Class 19 contains 32772 members 
Mstep: Class 20 contains 438186 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17143 members 
Mstep: Class 23 contains 30955 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6212 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623016.000000 Penalty: 92847.609375
Iteration 131Q: 28 clusters Score -9.362302e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25159 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 82528 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 141147 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164624 members 
Mstep: Class 19 contains 32783 members 
Mstep: Class 20 contains 438185 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17141 members 
Mstep: Class 23 contains 30956 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6203 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622984.000000 Penalty: 92847.609375
Iteration 132Q: 28 clusters Score -9.362298e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25161 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 82609 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 141047 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9401 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164635 members 
Mstep: Class 19 contains 32786 members 
Mstep: Class 20 contains 438184 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17145 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6199 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622904.000000 Penalty: 92847.609375
Iteration 133Q: 28 clusters Score -9.36229e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25162 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 82680 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140958 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9411 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164647 members 
Mstep: Class 19 contains 32787 members 
Mstep: Class 20 contains 438183 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17146 members 
Mstep: Class 23 contains 30964 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6191 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622936.000000 Penalty: 92847.609375
Iteration 134Q: 28 clusters Score -9.362294e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25168 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 82752 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140867 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164651 members 
Mstep: Class 19 contains 32790 members 
Mstep: Class 20 contains 438182 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17145 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6191 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623000.000000 Penalty: 92847.609375
Iteration 135Q: 28 clusters Score -9.3623e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25170 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 82828 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140777 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9417 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164659 members 
Mstep: Class 19 contains 32793 members 
Mstep: Class 20 contains 438180 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17146 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622984.000000 Penalty: 92847.609375
Iteration 136Q: 28 clusters Score -9.362298e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12614 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25171 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 82899 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140692 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164658 members 
Mstep: Class 19 contains 32804 members 
Mstep: Class 20 contains 438179 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17146 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622992.000000 Penalty: 92847.609375
Iteration 137Q: 28 clusters Score -9.362299e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12613 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25174 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 82968 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140623 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164661 members 
Mstep: Class 19 contains 32805 members 
Mstep: Class 20 contains 438179 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17146 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623008.000000 Penalty: 92847.609375
Iteration 138Q: 28 clusters Score -9.362301e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25177 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 83031 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140546 members 
Mstep: Class 13 contains 34382 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164665 members 
Mstep: Class 19 contains 32809 members 
Mstep: Class 20 contains 438180 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17145 members 
Mstep: Class 23 contains 30956 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623008.000000 Penalty: 92847.609375
Iteration 139Q: 28 clusters Score -9.362301e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12610 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25182 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 83100 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140475 members 
Mstep: Class 13 contains 34383 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164666 members 
Mstep: Class 19 contains 32813 members 
Mstep: Class 20 contains 438181 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17141 members 
Mstep: Class 23 contains 30950 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623152.000000 Penalty: 92847.609375
Iteration 140F: 28 clusters Score -9.362315e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12609 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25185 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 83172 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140399 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164663 members 
Mstep: Class 19 contains 32821 members 
Mstep: Class 20 contains 438179 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17141 members 
Mstep: Class 23 contains 30950 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623184.000000 Penalty: 92847.609375
Iteration 141Q: 28 clusters Score -9.362318e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25186 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 83231 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140338 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164670 members 
Mstep: Class 19 contains 32822 members 
Mstep: Class 20 contains 438177 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17142 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623224.000000 Penalty: 92847.609375
Iteration 142Q: 28 clusters Score -9.362322e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25188 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 83278 members 
Mstep: Class 10 contains 4506 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140287 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9429 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164667 members 
Mstep: Class 19 contains 32825 members 
Mstep: Class 20 contains 438177 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17141 members 
Mstep: Class 23 contains 30950 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623208.000000 Penalty: 92847.609375
Iteration 143Q: 28 clusters Score -9.362321e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25189 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 83327 members 
Mstep: Class 10 contains 4506 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140231 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9435 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164669 members 
Mstep: Class 19 contains 32826 members 
Mstep: Class 20 contains 438176 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17142 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623264.000000 Penalty: 92847.609375
Iteration 144Q: 28 clusters Score -9.362326e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25193 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 83380 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140162 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164669 members 
Mstep: Class 19 contains 32834 members 
Mstep: Class 20 contains 438176 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17142 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623216.000000 Penalty: 92847.609375
Iteration 145Q: 28 clusters Score -9.362322e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25200 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 83428 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140093 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9441 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164673 members 
Mstep: Class 19 contains 32840 members 
Mstep: Class 20 contains 438175 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17145 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623120.000000 Penalty: 92847.609375
Iteration 146Q: 28 clusters Score -9.362312e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25202 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7133 members 
Mstep: Class 9 contains 83477 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 140034 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164676 members 
Mstep: Class 19 contains 32843 members 
Mstep: Class 20 contains 438176 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17147 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623080.000000 Penalty: 92847.609375
Iteration 147Q: 28 clusters Score -9.362308e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 83517 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139985 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9443 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164672 members 
Mstep: Class 19 contains 32847 members 
Mstep: Class 20 contains 438177 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30951 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623104.000000 Penalty: 92847.609375
Iteration 148Q: 28 clusters Score -9.36231e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25205 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 83549 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139938 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9448 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164678 members 
Mstep: Class 19 contains 32845 members 
Mstep: Class 20 contains 438176 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17155 members 
Mstep: Class 23 contains 30955 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623128.000000 Penalty: 92847.609375
Iteration 149Q: 28 clusters Score -9.362313e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12609 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25205 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83584 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139889 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9455 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164681 members 
Mstep: Class 19 contains 32845 members 
Mstep: Class 20 contains 438174 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623048.000000 Penalty: 92847.609375
Iteration 150Q: 28 clusters Score -9.362305e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25205 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83614 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139849 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9462 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164688 members 
Mstep: Class 19 contains 32843 members 
Mstep: Class 20 contains 438173 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17156 members 
Mstep: Class 23 contains 30960 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6191 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623064.000000 Penalty: 92847.609375
Iteration 151Q: 28 clusters Score -9.362306e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25205 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83651 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139806 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164697 members 
Mstep: Class 19 contains 32845 members 
Mstep: Class 20 contains 438172 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17156 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6187 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622976.000000 Penalty: 92847.609375
Iteration 152Q: 28 clusters Score -9.362298e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83686 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139766 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164700 members 
Mstep: Class 19 contains 32846 members 
Mstep: Class 20 contains 438170 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6185 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622936.000000 Penalty: 92847.609375
Iteration 153Q: 28 clusters Score -9.362294e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83723 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139723 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9470 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164707 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438170 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6185 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622896.000000 Penalty: 92847.609375
Iteration 154Q: 28 clusters Score -9.36229e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25203 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83752 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139680 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9471 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164720 members 
Mstep: Class 19 contains 32843 members 
Mstep: Class 20 contains 438168 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 30964 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6185 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622968.000000 Penalty: 92847.609375
Iteration 155Q: 28 clusters Score -9.362297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25202 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83779 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139646 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164728 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438168 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30964 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6184 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622952.000000 Penalty: 92847.609375
Iteration 156Q: 28 clusters Score -9.362295e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25202 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83804 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139613 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9474 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164738 members 
Mstep: Class 19 contains 32843 members 
Mstep: Class 20 contains 438166 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6183 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622896.000000 Penalty: 92847.609375
Iteration 157Q: 28 clusters Score -9.36229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25202 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83830 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139581 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9477 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438167 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6181 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622872.000000 Penalty: 92847.609375
Iteration 158Q: 28 clusters Score -9.362287e+07 nChanged 48
Entering ConstructFrom: 
Score: -93622872.000000 Penalty: 92847.609375
Entering ConstructFrom: 
Trying to split cluster 1 (19328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Entering Unmasked Estep 
Score: -1664976.500000 Penalty: 2447.588867
	Iteration 0F: 2 clusters Score -1664976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1651263.250000 Penalty: 4895.177734
	Iteration 0F: 3 clusters Score -1651263 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1656260.250000 Penalty: 4895.177734
	Iteration 1F: 3 clusters Score -1656260 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1657247.750000 Penalty: 4895.177734
	Iteration 2F: 3 clusters Score -1657248 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1658370.625000 Penalty: 4895.177734
	Iteration 3F: 3 clusters Score -1658371 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1659566.375000 Penalty: 4895.177734
	Iteration 4F: 3 clusters Score -1659566 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1660699.875000 Penalty: 4895.177734
	Iteration 5F: 3 clusters Score -1660700 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1661579.500000 Penalty: 4895.177734
	Iteration 6F: 3 clusters Score -1661580 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1662216.250000 Penalty: 4895.177734
	Iteration 7Q: 3 clusters Score -1662216 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1662626.625000 Penalty: 4895.177734
	Iteration 8Q: 3 clusters Score -1662627 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1662865.000000 Penalty: 4895.177734
	Iteration 9Q: 3 clusters Score -1662865 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1663021.000000 Penalty: 4895.177734
	Iteration 10Q: 3 clusters Score -1663021 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1663114.625000 Penalty: 4895.177734
	Iteration 11Q: 3 clusters Score -1663115 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1663196.250000 Penalty: 4895.177734
	Iteration 12Q: 3 clusters Score -1663196 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1663249.875000 Penalty: 4895.177734
	Iteration 13Q: 3 clusters Score -1663250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1663293.500000 Penalty: 4895.177734
	Iteration 14Q: 3 clusters Score -1663294 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1663329.625000 Penalty: 4895.177734
	Iteration 15Q: 3 clusters Score -1663330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1663376.750000 Penalty: 4895.177734
	Iteration 16Q: 3 clusters Score -1663377 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1663417.250000 Penalty: 4895.177734
	Iteration 17Q: 3 clusters Score -1663417 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1663444.750000 Penalty: 4895.177734
	Iteration 18Q: 3 clusters Score -1663445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1663476.875000 Penalty: 4895.177734
	Iteration 19Q: 3 clusters Score -1663477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1663516.750000 Penalty: 4895.177734
	Iteration 20F: 3 clusters Score -1663517 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1663559.750000 Penalty: 4895.177734
	Iteration 21Q: 3 clusters Score -1663560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1663603.875000 Penalty: 4895.177734
	Iteration 22Q: 3 clusters Score -1663604 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1663667.375000 Penalty: 4895.177734
	Iteration 23Q: 3 clusters Score -1663667 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1663733.500000 Penalty: 4895.177734
	Iteration 24Q: 3 clusters Score -1663734 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1663821.375000 Penalty: 4895.177734
	Iteration 25Q: 3 clusters Score -1663821 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1663912.000000 Penalty: 4895.177734
	Iteration 26Q: 3 clusters Score -1663912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1663997.250000 Penalty: 4895.177734
	Iteration 27Q: 3 clusters Score -1663997 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1664075.500000 Penalty: 4895.177734
	Iteration 28Q: 3 clusters Score -1664076 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1664158.375000 Penalty: 4895.177734
	Iteration 29Q: 3 clusters Score -1664158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1664236.375000 Penalty: 4895.177734
	Iteration 30Q: 3 clusters Score -1664236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1664281.250000 Penalty: 4895.177734
	Iteration 31Q: 3 clusters Score -1664281 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1664313.250000 Penalty: 4895.177734
	Iteration 32Q: 3 clusters Score -1664313 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1664351.750000 Penalty: 4895.177734
	Iteration 33Q: 3 clusters Score -1664352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1664383.750000 Penalty: 4895.177734
	Iteration 34Q: 3 clusters Score -1664384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1664403.875000 Penalty: 4895.177734
	Iteration 35Q: 3 clusters Score -1664404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1664420.750000 Penalty: 4895.177734
	Iteration 36Q: 3 clusters Score -1664421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1664430.250000 Penalty: 4895.177734
	Iteration 37Q: 3 clusters Score -1664430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1664433.500000 Penalty: 4895.177734
	Iteration 38Q: 3 clusters Score -1664434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1664439.875000 Penalty: 4895.177734
	Iteration 39Q: 3 clusters Score -1664440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1664445.125000 Penalty: 4895.177734
	Iteration 40F: 3 clusters Score -1664445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1664450.500000 Penalty: 4895.177734
	Iteration 41Q: 3 clusters Score -1664450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1664451.125000 Penalty: 4895.177734
	Iteration 42Q: 3 clusters Score -1664451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1664450.500000 Penalty: 4895.177734
	Iteration 43Q: 3 clusters Score -1664450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1664453.375000 Penalty: 4895.177734
	Iteration 44Q: 3 clusters Score -1664453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1664454.000000 Penalty: 4895.177734
	Iteration 45Q: 3 clusters Score -1664454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1664456.500000 Penalty: 4895.177734
	Iteration 46Q: 3 clusters Score -1664456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1664459.125000 Penalty: 4895.177734
	Iteration 47Q: 3 clusters Score -1664459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1664457.875000 Penalty: 4895.177734
	Iteration 48Q: 3 clusters Score -1664458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1664458.375000 Penalty: 4895.177734
	Iteration 49Q: 3 clusters Score -1664458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1664458.625000 Penalty: 4895.177734
	Iteration 50Q: 3 clusters Score -1664459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1664460.625000 Penalty: 4895.177734
	Iteration 51Q: 3 clusters Score -1664461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1664458.125000 Penalty: 4895.177734
	Iteration 52Q: 3 clusters Score -1664458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1664459.000000 Penalty: 4895.177734
	Iteration 53Q: 3 clusters Score -1664459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1664460.125000 Penalty: 4895.177734
	Iteration 54Q: 3 clusters Score -1664460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1664458.625000 Penalty: 4895.177734
	Iteration 55Q: 3 clusters Score -1664459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1664458.500000 Penalty: 4895.177734
	Iteration 56Q: 3 clusters Score -1664458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1664456.625000 Penalty: 4895.177734
	Iteration 57Q: 3 clusters Score -1664457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1664456.000000 Penalty: 4895.177734
	Iteration 58Q: 3 clusters Score -1664456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1664458.750000 Penalty: 4895.177734
	Iteration 59Q: 3 clusters Score -1664459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1664459.625000 Penalty: 4895.177734
	Iteration 60F: 3 clusters Score -1664460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1664459.750000 Penalty: 4895.177734
	Iteration 61Q: 3 clusters Score -1664460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1664461.500000 Penalty: 4895.177734
	Iteration 62Q: 3 clusters Score -1664462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1664464.375000 Penalty: 4895.177734
	Iteration 63Q: 3 clusters Score -1664464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1664463.250000 Penalty: 4895.177734
	Iteration 64Q: 3 clusters Score -1664463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1664465.375000 Penalty: 4895.177734
	Iteration 65Q: 3 clusters Score -1664465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1664467.750000 Penalty: 4895.177734
	Iteration 66Q: 3 clusters Score -1664468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1664467.750000 Penalty: 4895.177734
	Iteration 67F: 3 clusters Score -1664468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -29589.925781 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -29589.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28222.269531 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -28222.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28352.337891 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -28352.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28374.746094 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -28374.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28389.683594 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -28389.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28398.878906 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -28398.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28400.921875 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -28400.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28400.921875 Penalty: 2929.059326
	Iteration 6F: 3 clusters Score -28400.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -121109.656250 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -121109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -118844.304688 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -118844.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119385.632812 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -119385.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -119671.601562 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -119671.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -120023.367188 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -120023.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120391.046875 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -120391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -120780.906250 Penalty: 3625.369141
	Iteration 5F: 3 clusters Score -120780.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -121010.578125 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -121010.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121098.046875 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -121098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -121148.054688 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -121148.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -121203.968750 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -121204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -121360.171875 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -121360.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -121504.859375 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -121504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -121510.421875 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -121510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -121512.070312 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -121512.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -121512.070312 Penalty: 3625.369141
	Iteration 14F: 3 clusters Score -121512.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 83855 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139553 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9481 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 809 members 
Entering Unmasked Estep 
Score: -93621520.000000 Penalty: 96286.414062
Splitting cluster 3 changes total score from -93622872.000000 to -93621520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Entering Unmasked Estep 
Score: -1128867.000000 Penalty: 2341.637695
	Iteration 0F: 2 clusters Score -1128867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1119503.375000 Penalty: 4683.275391
	Iteration 0F: 3 clusters Score -1119503 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1122419.750000 Penalty: 4683.275391
	Iteration 1F: 3 clusters Score -1122420 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1122803.500000 Penalty: 4683.275391
	Iteration 2F: 3 clusters Score -1122804 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1123120.750000 Penalty: 4683.275391
	Iteration 3F: 3 clusters Score -1123121 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1123441.375000 Penalty: 4683.275391
	Iteration 4Q: 3 clusters Score -1123441 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1123808.125000 Penalty: 4683.275391
	Iteration 5Q: 3 clusters Score -1123808 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1124226.500000 Penalty: 4683.275391
	Iteration 6F: 3 clusters Score -1124226 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1124777.625000 Penalty: 4683.275391
	Iteration 7F: 3 clusters Score -1124778 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1125404.125000 Penalty: 4683.275391
	Iteration 8F: 3 clusters Score -1125404 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1126022.625000 Penalty: 4683.275391
	Iteration 9F: 3 clusters Score -1126023 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1126624.625000 Penalty: 4683.275391
	Iteration 10F: 3 clusters Score -1126625 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1127060.375000 Penalty: 4683.275391
	Iteration 11Q: 3 clusters Score -1127060 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1127352.875000 Penalty: 4683.275391
	Iteration 12Q: 3 clusters Score -1127353 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1127530.875000 Penalty: 4683.275391
	Iteration 13Q: 3 clusters Score -1127531 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1127631.000000 Penalty: 4683.275391
	Iteration 14Q: 3 clusters Score -1127631 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1127683.750000 Penalty: 4683.275391
	Iteration 15Q: 3 clusters Score -1127684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1127705.750000 Penalty: 4683.275391
	Iteration 16Q: 3 clusters Score -1127706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1127725.875000 Penalty: 4683.275391
	Iteration 17Q: 3 clusters Score -1127726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1127737.625000 Penalty: 4683.275391
	Iteration 18Q: 3 clusters Score -1127738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1127751.625000 Penalty: 4683.275391
	Iteration 19Q: 3 clusters Score -1127752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1127763.375000 Penalty: 4683.275391
	Iteration 20F: 3 clusters Score -1127763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1127767.375000 Penalty: 4683.275391
	Iteration 21Q: 3 clusters Score -1127767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1127771.250000 Penalty: 4683.275391
	Iteration 22Q: 3 clusters Score -1127771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1127771.125000 Penalty: 4683.275391
	Iteration 23Q: 3 clusters Score -1127771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1127772.500000 Penalty: 4683.275391
	Iteration 24Q: 3 clusters Score -1127772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1127772.750000 Penalty: 4683.275391
	Iteration 25Q: 3 clusters Score -1127773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1127777.625000 Penalty: 4683.275391
	Iteration 26Q: 3 clusters Score -1127778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1127778.250000 Penalty: 4683.275391
	Iteration 27Q: 3 clusters Score -1127778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1127779.000000 Penalty: 4683.275391
	Iteration 28Q: 3 clusters Score -1127779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1127778.125000 Penalty: 4683.275391
	Iteration 29Q: 3 clusters Score -1127778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1127778.625000 Penalty: 4683.275391
	Iteration 30Q: 3 clusters Score -1127779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1127778.625000 Penalty: 4683.275391
	Iteration 31F: 3 clusters Score -1127779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -51934.082031 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -51934.08 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 320 members 
Entering Unmasked Estep 
Score: -50311.976562 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -50311.98 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50587.062500 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -50587.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50896.570312 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -50896.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -51129.757812 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -51129.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51570.019531 Penalty: 3215.621338
	Iteration 4F: 3 clusters Score -51570.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -51847.941406 Penalty: 3215.621338
	Iteration 5F: 3 clusters Score -51847.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -52036.617188 Penalty: 3215.621338
	Iteration 6F: 3 clusters Score -52036.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -52129.757812 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -52129.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52142.750000 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -52142.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52142.750000 Penalty: 3215.621338
	Iteration 9F: 3 clusters Score -52142.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 159 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 83855 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139553 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9481 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 495 members 
Entering Unmasked Estep 
Score: -93621120.000000 Penalty: 96286.414062
Splitting cluster 5 changes total score from -93622872.000000 to -93621120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (25204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Entering Unmasked Estep 
Score: -2239987.750000 Penalty: 2513.419922
	Iteration 0F: 2 clusters Score -2239988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2222515.250000 Penalty: 5026.839844
	Iteration 0F: 3 clusters Score -2222515 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2228522.000000 Penalty: 5026.839844
	Iteration 1F: 3 clusters Score -2228522 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2229017.250000 Penalty: 5026.839844
	Iteration 2F: 3 clusters Score -2229017 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2229390.500000 Penalty: 5026.839844
	Iteration 3Q: 3 clusters Score -2229390 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2229684.500000 Penalty: 5026.839844
	Iteration 4Q: 3 clusters Score -2229684 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2229929.250000 Penalty: 5026.839844
	Iteration 5Q: 3 clusters Score -2229929 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2230154.500000 Penalty: 5026.839844
	Iteration 6Q: 3 clusters Score -2230154 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2230375.500000 Penalty: 5026.839844
	Iteration 7Q: 3 clusters Score -2230376 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2230614.250000 Penalty: 5026.839844
	Iteration 8Q: 3 clusters Score -2230614 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2230902.500000 Penalty: 5026.839844
	Iteration 9Q: 3 clusters Score -2230902 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2231240.000000 Penalty: 5026.839844
	Iteration 10Q: 3 clusters Score -2231240 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2231646.750000 Penalty: 5026.839844
	Iteration 11Q: 3 clusters Score -2231647 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2232094.000000 Penalty: 5026.839844
	Iteration 12Q: 3 clusters Score -2232094 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2232594.250000 Penalty: 5026.839844
	Iteration 13Q: 3 clusters Score -2232594 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2233177.000000 Penalty: 5026.839844
	Iteration 14Q: 3 clusters Score -2233177 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2233755.000000 Penalty: 5026.839844
	Iteration 15Q: 3 clusters Score -2233755 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2234294.750000 Penalty: 5026.839844
	Iteration 16Q: 3 clusters Score -2234295 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2234740.250000 Penalty: 5026.839844
	Iteration 17Q: 3 clusters Score -2234740 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2235110.250000 Penalty: 5026.839844
	Iteration 18Q: 3 clusters Score -2235110 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2235396.000000 Penalty: 5026.839844
	Iteration 19Q: 3 clusters Score -2235396 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2235660.000000 Penalty: 5026.839844
	Iteration 20F: 3 clusters Score -2235660 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2235917.750000 Penalty: 5026.839844
	Iteration 21Q: 3 clusters Score -2235918 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2236149.250000 Penalty: 5026.839844
	Iteration 22Q: 3 clusters Score -2236149 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2236398.250000 Penalty: 5026.839844
	Iteration 23Q: 3 clusters Score -2236398 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2236607.250000 Penalty: 5026.839844
	Iteration 24Q: 3 clusters Score -2236607 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2236810.750000 Penalty: 5026.839844
	Iteration 25Q: 3 clusters Score -2236811 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2237004.000000 Penalty: 5026.839844
	Iteration 26Q: 3 clusters Score -2237004 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2237169.250000 Penalty: 5026.839844
	Iteration 27Q: 3 clusters Score -2237169 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2237301.250000 Penalty: 5026.839844
	Iteration 28Q: 3 clusters Score -2237301 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2237420.500000 Penalty: 5026.839844
	Iteration 29Q: 3 clusters Score -2237420 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2237485.250000 Penalty: 5026.839844
	Iteration 30Q: 3 clusters Score -2237485 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2237521.000000 Penalty: 5026.839844
	Iteration 31Q: 3 clusters Score -2237521 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2237559.250000 Penalty: 5026.839844
	Iteration 32Q: 3 clusters Score -2237559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2237599.000000 Penalty: 5026.839844
	Iteration 33Q: 3 clusters Score -2237599 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2237631.500000 Penalty: 5026.839844
	Iteration 34Q: 3 clusters Score -2237632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2237654.750000 Penalty: 5026.839844
	Iteration 35Q: 3 clusters Score -2237655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2237674.250000 Penalty: 5026.839844
	Iteration 36Q: 3 clusters Score -2237674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2237697.750000 Penalty: 5026.839844
	Iteration 37Q: 3 clusters Score -2237698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2237717.000000 Penalty: 5026.839844
	Iteration 38Q: 3 clusters Score -2237717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2237731.750000 Penalty: 5026.839844
	Iteration 39Q: 3 clusters Score -2237732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2237747.500000 Penalty: 5026.839844
	Iteration 40F: 3 clusters Score -2237748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2237757.000000 Penalty: 5026.839844
	Iteration 41Q: 3 clusters Score -2237757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2237765.500000 Penalty: 5026.839844
	Iteration 42Q: 3 clusters Score -2237766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2237771.500000 Penalty: 5026.839844
	Iteration 43Q: 3 clusters Score -2237772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2237784.250000 Penalty: 5026.839844
	Iteration 44Q: 3 clusters Score -2237784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2237793.000000 Penalty: 5026.839844
	Iteration 45Q: 3 clusters Score -2237793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2237800.750000 Penalty: 5026.839844
	Iteration 46Q: 3 clusters Score -2237801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2237801.000000 Penalty: 5026.839844
	Iteration 47Q: 3 clusters Score -2237801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2237804.250000 Penalty: 5026.839844
	Iteration 48Q: 3 clusters Score -2237804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2237814.750000 Penalty: 5026.839844
	Iteration 49Q: 3 clusters Score -2237815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2237817.000000 Penalty: 5026.839844
	Iteration 50Q: 3 clusters Score -2237817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2237822.750000 Penalty: 5026.839844
	Iteration 51Q: 3 clusters Score -2237823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2237824.500000 Penalty: 5026.839844
	Iteration 52Q: 3 clusters Score -2237824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2237827.000000 Penalty: 5026.839844
	Iteration 53Q: 3 clusters Score -2237827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2237830.500000 Penalty: 5026.839844
	Iteration 54Q: 3 clusters Score -2237830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2237831.500000 Penalty: 5026.839844
	Iteration 55Q: 3 clusters Score -2237832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2237832.500000 Penalty: 5026.839844
	Iteration 56Q: 3 clusters Score -2237832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2237832.500000 Penalty: 5026.839844
	Iteration 57Q: 3 clusters Score -2237832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2237834.500000 Penalty: 5026.839844
	Iteration 58Q: 3 clusters Score -2237834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2237833.750000 Penalty: 5026.839844
	Iteration 59Q: 3 clusters Score -2237834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2237836.250000 Penalty: 5026.839844
	Iteration 60F: 3 clusters Score -2237836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2237844.000000 Penalty: 5026.839844
	Iteration 61Q: 3 clusters Score -2237844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2237846.000000 Penalty: 5026.839844
	Iteration 62Q: 3 clusters Score -2237846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2237843.250000 Penalty: 5026.839844
	Iteration 63Q: 3 clusters Score -2237843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2237845.250000 Penalty: 5026.839844
	Iteration 64Q: 3 clusters Score -2237845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2237846.000000 Penalty: 5026.839844
	Iteration 65Q: 3 clusters Score -2237846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2237846.000000 Penalty: 5026.839844
	Iteration 66F: 3 clusters Score -2237846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -125008.125000 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -125008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -122754.343750 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -122754.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123300.234375 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -123300.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -123515.093750 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -123515.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -123673.906250 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -123673.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -123749.984375 Penalty: 3634.579346
	Iteration 4Q: 3 clusters Score -123750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -123794.859375 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -123794.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -123838.554688 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -123838.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -123881.164062 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -123881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -123917.296875 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -123917.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -123961.226562 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -123961.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -123997.960938 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -123998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -124041.906250 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -124041.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -124086.914062 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -124086.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -124190.585938 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -124190.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -124535.117188 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -124535.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -125067.703125 Penalty: 3634.579346
	Iteration 15F: 3 clusters Score -125067.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125451.984375 Penalty: 3634.579346
	Iteration 16F: 3 clusters Score -125452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125841.976562 Penalty: 3634.579346
	Iteration 17F: 3 clusters Score -125842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126093.070312 Penalty: 3634.579346
	Iteration 18Q: 3 clusters Score -126093.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126196.171875 Penalty: 3634.579346
	Iteration 19Q: 3 clusters Score -126196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -126240.726562 Penalty: 3634.579346
	Iteration 20F: 3 clusters Score -126240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126321.414062 Penalty: 3634.579346
	Iteration 21Q: 3 clusters Score -126321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126341.953125 Penalty: 3634.579346
	Iteration 22Q: 3 clusters Score -126342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126341.953125 Penalty: 3634.579346
	Iteration 23F: 3 clusters Score -126342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 83855 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139553 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9481 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 478 members 
Entering Unmasked Estep 
Score: -93622304.000000 Penalty: 96286.414062
Splitting cluster 7 changes total score from -93622872.000000 to -93622304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Entering Unmasked Estep 
Score: -624882.875000 Penalty: 2200.272461
	Iteration 0F: 2 clusters Score -624882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -618868.187500 Penalty: 4400.544922
	Iteration 0F: 3 clusters Score -618868.2 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -620474.375000 Penalty: 4400.544922
	Iteration 1F: 3 clusters Score -620474.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -620690.500000 Penalty: 4400.544922
	Iteration 2F: 3 clusters Score -620690.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -620820.062500 Penalty: 4400.544922
	Iteration 3Q: 3 clusters Score -620820.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -620906.125000 Penalty: 4400.544922
	Iteration 4Q: 3 clusters Score -620906.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -620969.875000 Penalty: 4400.544922
	Iteration 5Q: 3 clusters Score -620969.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -621035.687500 Penalty: 4400.544922
	Iteration 6Q: 3 clusters Score -621035.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -621088.812500 Penalty: 4400.544922
	Iteration 7Q: 3 clusters Score -621088.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -621144.812500 Penalty: 4400.544922
	Iteration 8Q: 3 clusters Score -621144.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -621197.437500 Penalty: 4400.544922
	Iteration 9Q: 3 clusters Score -621197.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -621246.000000 Penalty: 4400.544922
	Iteration 10Q: 3 clusters Score -621246 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -621301.250000 Penalty: 4400.544922
	Iteration 11Q: 3 clusters Score -621301.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -621355.250000 Penalty: 4400.544922
	Iteration 12Q: 3 clusters Score -621355.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -621417.062500 Penalty: 4400.544922
	Iteration 13Q: 3 clusters Score -621417.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -621505.687500 Penalty: 4400.544922
	Iteration 14Q: 3 clusters Score -621505.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -621619.312500 Penalty: 4400.544922
	Iteration 15Q: 3 clusters Score -621619.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -621753.625000 Penalty: 4400.544922
	Iteration 16Q: 3 clusters Score -621753.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -621908.687500 Penalty: 4400.544922
	Iteration 17Q: 3 clusters Score -621908.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -622049.250000 Penalty: 4400.544922
	Iteration 18Q: 3 clusters Score -622049.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -622171.562500 Penalty: 4400.544922
	Iteration 19Q: 3 clusters Score -622171.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -622281.500000 Penalty: 4400.544922
	Iteration 20F: 3 clusters Score -622281.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -622398.625000 Penalty: 4400.544922
	Iteration 21Q: 3 clusters Score -622398.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -622518.250000 Penalty: 4400.544922
	Iteration 22Q: 3 clusters Score -622518.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -622616.250000 Penalty: 4400.544922
	Iteration 23Q: 3 clusters Score -622616.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -622700.062500 Penalty: 4400.544922
	Iteration 24Q: 3 clusters Score -622700.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -622755.375000 Penalty: 4400.544922
	Iteration 25Q: 3 clusters Score -622755.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -622793.875000 Penalty: 4400.544922
	Iteration 26Q: 3 clusters Score -622793.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -622821.250000 Penalty: 4400.544922
	Iteration 27Q: 3 clusters Score -622821.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -622847.375000 Penalty: 4400.544922
	Iteration 28Q: 3 clusters Score -622847.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -622870.625000 Penalty: 4400.544922
	Iteration 29Q: 3 clusters Score -622870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -622879.812500 Penalty: 4400.544922
	Iteration 30Q: 3 clusters Score -622879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -622888.625000 Penalty: 4400.544922
	Iteration 31Q: 3 clusters Score -622888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -622897.937500 Penalty: 4400.544922
	Iteration 32Q: 3 clusters Score -622897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -622903.125000 Penalty: 4400.544922
	Iteration 33Q: 3 clusters Score -622903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -622909.187500 Penalty: 4400.544922
	Iteration 34Q: 3 clusters Score -622909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -622914.562500 Penalty: 4400.544922
	Iteration 35Q: 3 clusters Score -622914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -622917.187500 Penalty: 4400.544922
	Iteration 36Q: 3 clusters Score -622917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -622920.312500 Penalty: 4400.544922
	Iteration 37Q: 3 clusters Score -622920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -622924.062500 Penalty: 4400.544922
	Iteration 38Q: 3 clusters Score -622924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -622926.312500 Penalty: 4400.544922
	Iteration 39Q: 3 clusters Score -622926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -622928.687500 Penalty: 4400.544922
	Iteration 40F: 3 clusters Score -622928.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -622932.312500 Penalty: 4400.544922
	Iteration 41Q: 3 clusters Score -622932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -622934.125000 Penalty: 4400.544922
	Iteration 42Q: 3 clusters Score -622934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -622936.250000 Penalty: 4400.544922
	Iteration 43Q: 3 clusters Score -622936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -622940.437500 Penalty: 4400.544922
	Iteration 44Q: 3 clusters Score -622940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -622945.562500 Penalty: 4400.544922
	Iteration 45Q: 3 clusters Score -622945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -622946.187500 Penalty: 4400.544922
	Iteration 46Q: 3 clusters Score -622946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -622950.000000 Penalty: 4400.544922
	Iteration 47Q: 3 clusters Score -622950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -622954.437500 Penalty: 4400.544922
	Iteration 48Q: 3 clusters Score -622954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -622959.062500 Penalty: 4400.544922
	Iteration 49Q: 3 clusters Score -622959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -622959.562500 Penalty: 4400.544922
	Iteration 50Q: 3 clusters Score -622959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -622960.375000 Penalty: 4400.544922
	Iteration 51Q: 3 clusters Score -622960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -622960.937500 Penalty: 4400.544922
	Iteration 52Q: 3 clusters Score -622960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -622963.250000 Penalty: 4400.544922
	Iteration 53Q: 3 clusters Score -622963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -622963.437500 Penalty: 4400.544922
	Iteration 54Q: 3 clusters Score -622963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -622967.000000 Penalty: 4400.544922
	Iteration 55Q: 3 clusters Score -622967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -622969.250000 Penalty: 4400.544922
	Iteration 56Q: 3 clusters Score -622969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -622969.250000 Penalty: 4400.544922
	Iteration 57F: 3 clusters Score -622969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Entering Unmasked Estep 
Score: -7767204.000000 Penalty: 2811.537354
	Iteration 0F: 2 clusters Score -7767204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -7711049.500000 Penalty: 5623.074707
	Iteration 0F: 3 clusters Score -7711050 nChanged 39518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -7733393.000000 Penalty: 5623.074707
	Iteration 1F: 3 clusters Score -7733393 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -7734162.500000 Penalty: 5623.074707
	Iteration 2Q: 3 clusters Score -7734162 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -7735005.500000 Penalty: 5623.074707
	Iteration 3Q: 3 clusters Score -7735006 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7735978.000000 Penalty: 5623.074707
	Iteration 4Q: 3 clusters Score -7735978 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7737063.000000 Penalty: 5623.074707
	Iteration 5Q: 3 clusters Score -7737063 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -7738403.000000 Penalty: 5623.074707
	Iteration 6Q: 3 clusters Score -7738403 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -7739874.500000 Penalty: 5623.074707
	Iteration 7Q: 3 clusters Score -7739874 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7741620.500000 Penalty: 5623.074707
	Iteration 8Q: 3 clusters Score -7741620 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -7743634.000000 Penalty: 5623.074707
	Iteration 9Q: 3 clusters Score -7743634 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -7746318.000000 Penalty: 5623.074707
	Iteration 10F: 3 clusters Score -7746318 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -7749804.000000 Penalty: 5623.074707
	Iteration 11F: 3 clusters Score -7749804 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -7753971.500000 Penalty: 5623.074707
	Iteration 12F: 3 clusters Score -7753972 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -7757806.500000 Penalty: 5623.074707
	Iteration 13F: 3 clusters Score -7757806 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -7760901.500000 Penalty: 5623.074707
	Iteration 14Q: 3 clusters Score -7760902 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7762874.000000 Penalty: 5623.074707
	Iteration 15Q: 3 clusters Score -7762874 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7763890.500000 Penalty: 5623.074707
	Iteration 16Q: 3 clusters Score -7763890 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7764285.500000 Penalty: 5623.074707
	Iteration 17Q: 3 clusters Score -7764286 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7764494.500000 Penalty: 5623.074707
	Iteration 18Q: 3 clusters Score -7764494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7764603.500000 Penalty: 5623.074707
	Iteration 19Q: 3 clusters Score -7764604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7764683.000000 Penalty: 5623.074707
	Iteration 20F: 3 clusters Score -7764683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7764724.500000 Penalty: 5623.074707
	Iteration 21Q: 3 clusters Score -7764724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7764745.500000 Penalty: 5623.074707
	Iteration 22Q: 3 clusters Score -7764746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7764753.500000 Penalty: 5623.074707
	Iteration 23Q: 3 clusters Score -7764754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7764760.000000 Penalty: 5623.074707
	Iteration 24Q: 3 clusters Score -7764760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7764761.500000 Penalty: 5623.074707
	Iteration 25Q: 3 clusters Score -7764762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7764766.000000 Penalty: 5623.074707
	Iteration 26Q: 3 clusters Score -7764766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7764764.000000 Penalty: 5623.074707
	Iteration 27Q: 3 clusters Score -7764764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7764764.000000 Penalty: 5623.074707
	Iteration 28F: 3 clusters Score -7764764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -417149.062500 Penalty: 2086.354980
	Iteration 0F: 2 clusters Score -417149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -412933.562500 Penalty: 4172.709961
	Iteration 0F: 3 clusters Score -412933.6 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -413971.781250 Penalty: 4172.709961
	Iteration 1F: 3 clusters Score -413971.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -414186.375000 Penalty: 4172.709961
	Iteration 2F: 3 clusters Score -414186.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -414298.375000 Penalty: 4172.709961
	Iteration 3Q: 3 clusters Score -414298.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -414369.968750 Penalty: 4172.709961
	Iteration 4Q: 3 clusters Score -414370 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -414425.312500 Penalty: 4172.709961
	Iteration 5Q: 3 clusters Score -414425.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -414464.843750 Penalty: 4172.709961
	Iteration 6Q: 3 clusters Score -414464.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -414488.218750 Penalty: 4172.709961
	Iteration 7Q: 3 clusters Score -414488.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -414510.000000 Penalty: 4172.709961
	Iteration 8Q: 3 clusters Score -414510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -414529.812500 Penalty: 4172.709961
	Iteration 9Q: 3 clusters Score -414529.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -414543.218750 Penalty: 4172.709961
	Iteration 10Q: 3 clusters Score -414543.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -414556.250000 Penalty: 4172.709961
	Iteration 11Q: 3 clusters Score -414556.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -414567.656250 Penalty: 4172.709961
	Iteration 12Q: 3 clusters Score -414567.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -414575.312500 Penalty: 4172.709961
	Iteration 13Q: 3 clusters Score -414575.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -414583.500000 Penalty: 4172.709961
	Iteration 14Q: 3 clusters Score -414583.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -414590.125000 Penalty: 4172.709961
	Iteration 15Q: 3 clusters Score -414590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -414596.468750 Penalty: 4172.709961
	Iteration 16Q: 3 clusters Score -414596.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -414598.312500 Penalty: 4172.709961
	Iteration 17Q: 3 clusters Score -414598.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -414599.937500 Penalty: 4172.709961
	Iteration 18Q: 3 clusters Score -414599.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -414603.250000 Penalty: 4172.709961
	Iteration 19Q: 3 clusters Score -414603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -414606.843750 Penalty: 4172.709961
	Iteration 20F: 3 clusters Score -414606.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -414609.500000 Penalty: 4172.709961
	Iteration 21Q: 3 clusters Score -414609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -414613.343750 Penalty: 4172.709961
	Iteration 22Q: 3 clusters Score -414613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -414618.062500 Penalty: 4172.709961
	Iteration 23Q: 3 clusters Score -414618.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -414620.687500 Penalty: 4172.709961
	Iteration 24Q: 3 clusters Score -414620.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -414624.781250 Penalty: 4172.709961
	Iteration 25Q: 3 clusters Score -414624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -414629.281250 Penalty: 4172.709961
	Iteration 26Q: 3 clusters Score -414629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -414635.750000 Penalty: 4172.709961
	Iteration 27Q: 3 clusters Score -414635.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -414640.468750 Penalty: 4172.709961
	Iteration 28Q: 3 clusters Score -414640.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -414645.750000 Penalty: 4172.709961
	Iteration 29Q: 3 clusters Score -414645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -414651.093750 Penalty: 4172.709961
	Iteration 30Q: 3 clusters Score -414651.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -414655.625000 Penalty: 4172.709961
	Iteration 31Q: 3 clusters Score -414655.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -414659.593750 Penalty: 4172.709961
	Iteration 32Q: 3 clusters Score -414659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -414661.812500 Penalty: 4172.709961
	Iteration 33Q: 3 clusters Score -414661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -414664.875000 Penalty: 4172.709961
	Iteration 34Q: 3 clusters Score -414664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -414667.625000 Penalty: 4172.709961
	Iteration 35Q: 3 clusters Score -414667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -414668.093750 Penalty: 4172.709961
	Iteration 36Q: 3 clusters Score -414668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -414670.187500 Penalty: 4172.709961
	Iteration 37Q: 3 clusters Score -414670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -414671.218750 Penalty: 4172.709961
	Iteration 38Q: 3 clusters Score -414671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -414672.968750 Penalty: 4172.709961
	Iteration 39Q: 3 clusters Score -414673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -414674.812500 Penalty: 4172.709961
	Iteration 40F: 3 clusters Score -414674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -414676.906250 Penalty: 4172.709961
	Iteration 41Q: 3 clusters Score -414676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -414678.406250 Penalty: 4172.709961
	Iteration 42Q: 3 clusters Score -414678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -414679.718750 Penalty: 4172.709961
	Iteration 43Q: 3 clusters Score -414679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -414680.437500 Penalty: 4172.709961
	Iteration 44Q: 3 clusters Score -414680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -414681.562500 Penalty: 4172.709961
	Iteration 45Q: 3 clusters Score -414681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -414683.468750 Penalty: 4172.709961
	Iteration 46Q: 3 clusters Score -414683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -414688.093750 Penalty: 4172.709961
	Iteration 47Q: 3 clusters Score -414688.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -414692.593750 Penalty: 4172.709961
	Iteration 48Q: 3 clusters Score -414692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -414694.156250 Penalty: 4172.709961
	Iteration 49Q: 3 clusters Score -414694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -414698.343750 Penalty: 4172.709961
	Iteration 50Q: 3 clusters Score -414698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -414700.687500 Penalty: 4172.709961
	Iteration 51Q: 3 clusters Score -414700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -414701.750000 Penalty: 4172.709961
	Iteration 52Q: 3 clusters Score -414701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -414702.406250 Penalty: 4172.709961
	Iteration 53Q: 3 clusters Score -414702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -414705.031250 Penalty: 4172.709961
	Iteration 54Q: 3 clusters Score -414705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -414706.531250 Penalty: 4172.709961
	Iteration 55Q: 3 clusters Score -414706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -414707.343750 Penalty: 4172.709961
	Iteration 56Q: 3 clusters Score -414707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -414708.375000 Penalty: 4172.709961
	Iteration 57Q: 3 clusters Score -414708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -414709.343750 Penalty: 4172.709961
	Iteration 58Q: 3 clusters Score -414709.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -414709.343750 Penalty: 4172.709961
	Iteration 59F: 3 clusters Score -414709.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -119955.664062 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -119955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -117818.804688 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -117818.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -118561.437500 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -118561.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119103.359375 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -119103.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -119390.828125 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -119390.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -119589.257812 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -119589.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -119739.851562 Penalty: 3611.908447
	Iteration 5Q: 3 clusters Score -119739.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -119775.125000 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -119775.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -119786.484375 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -119786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -119800.187500 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -119800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -119810.937500 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -119810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -119818.554688 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -119818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -119820.312500 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -119820.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -119820.312500 Penalty: 3611.908447
	Iteration 12F: 3 clusters Score -119820.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (139553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139553 members 
Entering Unmasked Estep 
Score: -12770023.000000 Penalty: 2937.857666
	Iteration 0F: 2 clusters Score -1.277002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -12676889.000000 Penalty: 5875.715332
	Iteration 0F: 3 clusters Score -1.267689e+07 nChanged 66336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -12715022.000000 Penalty: 5875.715332
	Iteration 1F: 3 clusters Score -1.271502e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -12715869.000000 Penalty: 5875.715332
	Iteration 2Q: 3 clusters Score -1.271587e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -12717158.000000 Penalty: 5875.715332
	Iteration 3Q: 3 clusters Score -1.271716e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -12719146.000000 Penalty: 5875.715332
	Iteration 4Q: 3 clusters Score -1.271915e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -12722808.000000 Penalty: 5875.715332
	Iteration 5F: 3 clusters Score -1.272281e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -12729425.000000 Penalty: 5875.715332
	Iteration 6F: 3 clusters Score -1.272942e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -12739902.000000 Penalty: 5875.715332
	Iteration 7F: 3 clusters Score -1.27399e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123697 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -12752062.000000 Penalty: 5875.715332
	Iteration 8F: 3 clusters Score -1.275206e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133069 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -12761363.000000 Penalty: 5875.715332
	Iteration 9F: 3 clusters Score -1.276136e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137408 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -12765520.000000 Penalty: 5875.715332
	Iteration 10Q: 3 clusters Score -1.276552e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138770 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12766760.000000 Penalty: 5875.715332
	Iteration 11Q: 3 clusters Score -1.276676e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12767159.000000 Penalty: 5875.715332
	Iteration 12Q: 3 clusters Score -1.276716e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139230 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12767293.000000 Penalty: 5875.715332
	Iteration 13Q: 3 clusters Score -1.276729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139267 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12767349.000000 Penalty: 5875.715332
	Iteration 14Q: 3 clusters Score -1.276735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12767389.000000 Penalty: 5875.715332
	Iteration 15Q: 3 clusters Score -1.276739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139284 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12767422.000000 Penalty: 5875.715332
	Iteration 16Q: 3 clusters Score -1.276742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139288 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12767431.000000 Penalty: 5875.715332
	Iteration 17Q: 3 clusters Score -1.276743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139289 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12767449.000000 Penalty: 5875.715332
	Iteration 18Q: 3 clusters Score -1.276745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12767455.000000 Penalty: 5875.715332
	Iteration 19Q: 3 clusters Score -1.276746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12767460.000000 Penalty: 5875.715332
	Iteration 20F: 3 clusters Score -1.276746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139292 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12767466.000000 Penalty: 5875.715332
	Iteration 21Q: 3 clusters Score -1.276747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12767458.000000 Penalty: 5875.715332
	Iteration 22Q: 3 clusters Score -1.276746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12767468.000000 Penalty: 5875.715332
	Iteration 23Q: 3 clusters Score -1.276747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12767466.000000 Penalty: 5875.715332
	Iteration 24Q: 3 clusters Score -1.276747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139292 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12767475.000000 Penalty: 5875.715332
	Iteration 25Q: 3 clusters Score -1.276748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12767467.000000 Penalty: 5875.715332
	Iteration 26Q: 3 clusters Score -1.276747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12767467.000000 Penalty: 5875.715332
	Iteration 27F: 3 clusters Score -1.276747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Entering Unmasked Estep 
Score: -3264045.500000 Penalty: 2590.446045
	Iteration 0F: 2 clusters Score -3264046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3240631.500000 Penalty: 5180.892090
	Iteration 0F: 3 clusters Score -3240632 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3249233.250000 Penalty: 5180.892090
	Iteration 1F: 3 clusters Score -3249233 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3249758.250000 Penalty: 5180.892090
	Iteration 2Q: 3 clusters Score -3249758 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3250301.750000 Penalty: 5180.892090
	Iteration 3Q: 3 clusters Score -3250302 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3251025.250000 Penalty: 5180.892090
	Iteration 4Q: 3 clusters Score -3251025 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3252005.500000 Penalty: 5180.892090
	Iteration 5F: 3 clusters Score -3252006 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3253410.750000 Penalty: 5180.892090
	Iteration 6F: 3 clusters Score -3253411 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3255314.000000 Penalty: 5180.892090
	Iteration 7F: 3 clusters Score -3255314 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3257465.750000 Penalty: 5180.892090
	Iteration 8F: 3 clusters Score -3257466 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3259264.750000 Penalty: 5180.892090
	Iteration 9F: 3 clusters Score -3259265 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -3260474.250000 Penalty: 5180.892090
	Iteration 10Q: 3 clusters Score -3260474 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -3261159.750000 Penalty: 5180.892090
	Iteration 11Q: 3 clusters Score -3261160 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -3261490.500000 Penalty: 5180.892090
	Iteration 12Q: 3 clusters Score -3261490 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -3261673.500000 Penalty: 5180.892090
	Iteration 13Q: 3 clusters Score -3261674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -3261766.250000 Penalty: 5180.892090
	Iteration 14Q: 3 clusters Score -3261766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -3261818.750000 Penalty: 5180.892090
	Iteration 15Q: 3 clusters Score -3261819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3261838.500000 Penalty: 5180.892090
	Iteration 16Q: 3 clusters Score -3261838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -3261849.500000 Penalty: 5180.892090
	Iteration 17Q: 3 clusters Score -3261850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -3261853.750000 Penalty: 5180.892090
	Iteration 18Q: 3 clusters Score -3261854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -3261858.250000 Penalty: 5180.892090
	Iteration 19Q: 3 clusters Score -3261858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -3261862.750000 Penalty: 5180.892090
	Iteration 20F: 3 clusters Score -3261863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -3261863.250000 Penalty: 5180.892090
	Iteration 21Q: 3 clusters Score -3261863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3261864.500000 Penalty: 5180.892090
	Iteration 22Q: 3 clusters Score -3261864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -3261865.500000 Penalty: 5180.892090
	Iteration 23Q: 3 clusters Score -3261866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -3261865.500000 Penalty: 5180.892090
	Iteration 24F: 3 clusters Score -3261866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -26797.449219 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -26797.45 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 167 members 
Entering Unmasked Estep 
Score: -25454.312500 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -25454.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25643.388672 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -25643.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25732.712891 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -25732.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25793.511719 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -25793.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25813.296875 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -25813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25819.548828 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -25819.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25831.697266 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -25831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25851.748047 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -25851.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25869.648438 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -25869.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25875.117188 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -25875.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25895.042969 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -25895.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25895.042969 Penalty: 2916.744385
	Iteration 11F: 3 clusters Score -25895.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Entering Unmasked Estep 
Score: -807470.937500 Penalty: 2270.947266
	Iteration 0F: 2 clusters Score -807470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -800098.687500 Penalty: 4541.894531
	Iteration 0F: 3 clusters Score -800098.7 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -802274.250000 Penalty: 4541.894531
	Iteration 1F: 3 clusters Score -802274.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -802651.625000 Penalty: 4541.894531
	Iteration 2F: 3 clusters Score -802651.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -802937.937500 Penalty: 4541.894531
	Iteration 3F: 3 clusters Score -802937.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -803173.812500 Penalty: 4541.894531
	Iteration 4Q: 3 clusters Score -803173.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -803390.875000 Penalty: 4541.894531
	Iteration 5Q: 3 clusters Score -803390.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -803581.875000 Penalty: 4541.894531
	Iteration 6Q: 3 clusters Score -803581.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -803773.187500 Penalty: 4541.894531
	Iteration 7Q: 3 clusters Score -803773.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -803986.625000 Penalty: 4541.894531
	Iteration 8Q: 3 clusters Score -803986.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -804194.687500 Penalty: 4541.894531
	Iteration 9Q: 3 clusters Score -804194.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -804383.312500 Penalty: 4541.894531
	Iteration 10Q: 3 clusters Score -804383.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -804565.312500 Penalty: 4541.894531
	Iteration 11Q: 3 clusters Score -804565.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -804736.062500 Penalty: 4541.894531
	Iteration 12Q: 3 clusters Score -804736.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -804891.250000 Penalty: 4541.894531
	Iteration 13Q: 3 clusters Score -804891.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -805019.250000 Penalty: 4541.894531
	Iteration 14Q: 3 clusters Score -805019.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -805142.687500 Penalty: 4541.894531
	Iteration 15Q: 3 clusters Score -805142.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -805262.375000 Penalty: 4541.894531
	Iteration 16Q: 3 clusters Score -805262.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -805351.750000 Penalty: 4541.894531
	Iteration 17Q: 3 clusters Score -805351.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -805405.562500 Penalty: 4541.894531
	Iteration 18Q: 3 clusters Score -805405.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -805465.000000 Penalty: 4541.894531
	Iteration 19Q: 3 clusters Score -805465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -805512.500000 Penalty: 4541.894531
	Iteration 20F: 3 clusters Score -805512.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -805543.187500 Penalty: 4541.894531
	Iteration 21Q: 3 clusters Score -805543.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -805557.375000 Penalty: 4541.894531
	Iteration 22Q: 3 clusters Score -805557.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -805570.375000 Penalty: 4541.894531
	Iteration 23Q: 3 clusters Score -805570.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -805582.000000 Penalty: 4541.894531
	Iteration 24Q: 3 clusters Score -805582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -805594.687500 Penalty: 4541.894531
	Iteration 25Q: 3 clusters Score -805594.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -805603.500000 Penalty: 4541.894531
	Iteration 26Q: 3 clusters Score -805603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -805612.750000 Penalty: 4541.894531
	Iteration 27Q: 3 clusters Score -805612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -805618.875000 Penalty: 4541.894531
	Iteration 28Q: 3 clusters Score -805618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -805624.687500 Penalty: 4541.894531
	Iteration 29Q: 3 clusters Score -805624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -805625.625000 Penalty: 4541.894531
	Iteration 30Q: 3 clusters Score -805625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -805626.687500 Penalty: 4541.894531
	Iteration 31Q: 3 clusters Score -805626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -805631.187500 Penalty: 4541.894531
	Iteration 32Q: 3 clusters Score -805631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -805632.250000 Penalty: 4541.894531
	Iteration 33Q: 3 clusters Score -805632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -805634.875000 Penalty: 4541.894531
	Iteration 34Q: 3 clusters Score -805634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -805638.812500 Penalty: 4541.894531
	Iteration 35Q: 3 clusters Score -805638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -805640.875000 Penalty: 4541.894531
	Iteration 36Q: 3 clusters Score -805640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -805642.562500 Penalty: 4541.894531
	Iteration 37Q: 3 clusters Score -805642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -805641.437500 Penalty: 4541.894531
	Iteration 38Q: 3 clusters Score -805641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -805641.562500 Penalty: 4541.894531
	Iteration 39Q: 3 clusters Score -805641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -805642.687500 Penalty: 4541.894531
	Iteration 40F: 3 clusters Score -805642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -805645.625000 Penalty: 4541.894531
	Iteration 41Q: 3 clusters Score -805645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -805647.375000 Penalty: 4541.894531
	Iteration 42Q: 3 clusters Score -805647.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -805648.687500 Penalty: 4541.894531
	Iteration 43Q: 3 clusters Score -805648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -805647.875000 Penalty: 4541.894531
	Iteration 44Q: 3 clusters Score -805647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -805649.625000 Penalty: 4541.894531
	Iteration 45Q: 3 clusters Score -805649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -805649.562500 Penalty: 4541.894531
	Iteration 46Q: 3 clusters Score -805649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -805649.875000 Penalty: 4541.894531
	Iteration 47Q: 3 clusters Score -805649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -805649.875000 Penalty: 4541.894531
	Iteration 48F: 3 clusters Score -805649.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23716.791016 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23716.79 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 156 members 
Entering Unmasked Estep 
Score: -22426.304688 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22426.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22577.658203 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22577.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22629.968750 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -22629.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22654.285156 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22654.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22665.423828 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22665.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22691.048828 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22691.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22697.746094 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22697.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22708.109375 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -22708.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22711.554688 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -22711.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22711.554688 Penalty: 2838.898193
	Iteration 9F: 3 clusters Score -22711.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -208124.781250 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -208124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -205257.500000 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -205257.5 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -205822.921875 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -205822.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -205978.640625 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -205978.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206061.875000 Penalty: 3850.880127
	Iteration 3Q: 3 clusters Score -206061.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -206107.296875 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -206107.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -206139.156250 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -206139.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -206169.187500 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -206169.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206185.890625 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -206185.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206203.343750 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -206203.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -206229.312500 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -206229.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -206255.859375 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -206255.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -206295.875000 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -206295.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -206333.703125 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -206333.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -206365.656250 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -206365.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -206399.687500 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -206399.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -206433.468750 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -206433.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -206469.312500 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -206469.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -206504.000000 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -206504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -206533.000000 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -206533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -206558.687500 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -206558.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -206585.500000 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -206585.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -206607.390625 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -206607.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -206626.156250 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -206626.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -206648.500000 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -206648.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -206666.671875 Penalty: 3850.880127
	Iteration 24Q: 3 clusters Score -206666.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -206681.781250 Penalty: 3850.880127
	Iteration 25Q: 3 clusters Score -206681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -206691.875000 Penalty: 3850.880127
	Iteration 26Q: 3 clusters Score -206691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -206700.453125 Penalty: 3850.880127
	Iteration 27Q: 3 clusters Score -206700.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -206709.890625 Penalty: 3850.880127
	Iteration 28Q: 3 clusters Score -206709.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -206719.921875 Penalty: 3850.880127
	Iteration 29Q: 3 clusters Score -206719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -206725.921875 Penalty: 3850.880127
	Iteration 30Q: 3 clusters Score -206725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -206727.531250 Penalty: 3850.880127
	Iteration 31Q: 3 clusters Score -206727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -206728.359375 Penalty: 3850.880127
	Iteration 32Q: 3 clusters Score -206728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -206730.281250 Penalty: 3850.880127
	Iteration 33Q: 3 clusters Score -206730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -206731.125000 Penalty: 3850.880127
	Iteration 34Q: 3 clusters Score -206731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -206734.968750 Penalty: 3850.880127
	Iteration 35Q: 3 clusters Score -206735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -206736.515625 Penalty: 3850.880127
	Iteration 36Q: 3 clusters Score -206736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -206737.562500 Penalty: 3850.880127
	Iteration 37Q: 3 clusters Score -206737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -206738.578125 Penalty: 3850.880127
	Iteration 38Q: 3 clusters Score -206738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -206738.578125 Penalty: 3850.880127
	Iteration 39F: 3 clusters Score -206738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (164743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164743 members 
Entering Unmasked Estep 
Score: -14753393.000000 Penalty: 2979.011230
	Iteration 0F: 2 clusters Score -1.475339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -14643331.000000 Penalty: 5958.022461
	Iteration 0F: 3 clusters Score -1.464333e+07 nChanged 78723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -14689211.000000 Penalty: 5958.022461
	Iteration 1F: 3 clusters Score -1.468921e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -14690670.000000 Penalty: 5958.022461
	Iteration 2Q: 3 clusters Score -1.469067e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -14693275.000000 Penalty: 5958.022461
	Iteration 3Q: 3 clusters Score -1.469328e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -14697646.000000 Penalty: 5958.022461
	Iteration 4F: 3 clusters Score -1.469765e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -14705583.000000 Penalty: 5958.022461
	Iteration 5F: 3 clusters Score -1.470558e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129681 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -14717078.000000 Penalty: 5958.022461
	Iteration 6F: 3 clusters Score -1.471708e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -14730809.000000 Penalty: 5958.022461
	Iteration 7F: 3 clusters Score -1.473081e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -14741706.000000 Penalty: 5958.022461
	Iteration 8F: 3 clusters Score -1.474171e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160710 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -14747393.000000 Penalty: 5958.022461
	Iteration 9Q: 3 clusters Score -1.474739e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -14749451.000000 Penalty: 5958.022461
	Iteration 10Q: 3 clusters Score -1.474945e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14750220.000000 Penalty: 5958.022461
	Iteration 11Q: 3 clusters Score -1.475022e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -14750480.000000 Penalty: 5958.022461
	Iteration 12Q: 3 clusters Score -1.475048e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -14750620.000000 Penalty: 5958.022461
	Iteration 13Q: 3 clusters Score -1.475062e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14750723.000000 Penalty: 5958.022461
	Iteration 14Q: 3 clusters Score -1.475072e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164416 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14750783.000000 Penalty: 5958.022461
	Iteration 15Q: 3 clusters Score -1.475078e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164425 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14750789.000000 Penalty: 5958.022461
	Iteration 16Q: 3 clusters Score -1.475079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14750810.000000 Penalty: 5958.022461
	Iteration 17Q: 3 clusters Score -1.475081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164436 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14750816.000000 Penalty: 5958.022461
	Iteration 18Q: 3 clusters Score -1.475082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164439 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14750827.000000 Penalty: 5958.022461
	Iteration 19Q: 3 clusters Score -1.475083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14750817.000000 Penalty: 5958.022461
	Iteration 20F: 3 clusters Score -1.475082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14750822.000000 Penalty: 5958.022461
	Iteration 21Q: 3 clusters Score -1.475082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164444 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14750822.000000 Penalty: 5958.022461
	Iteration 22Q: 3 clusters Score -1.475082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -14750814.000000 Penalty: 5958.022461
	Iteration 23Q: 3 clusters Score -1.475081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -14750814.000000 Penalty: 5958.022461
	Iteration 24F: 3 clusters Score -1.475081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Entering Unmasked Estep 
Score: -3012035.250000 Penalty: 2579.066895
	Iteration 0F: 2 clusters Score -3012035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2989598.250000 Penalty: 5158.133789
	Iteration 0F: 3 clusters Score -2989598 nChanged 14883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2997902.750000 Penalty: 5158.133789
	Iteration 1F: 3 clusters Score -2997903 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2998454.250000 Penalty: 5158.133789
	Iteration 2Q: 3 clusters Score -2998454 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2998962.750000 Penalty: 5158.133789
	Iteration 3Q: 3 clusters Score -2998963 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2999488.250000 Penalty: 5158.133789
	Iteration 4Q: 3 clusters Score -2999488 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 13163 members 
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Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 10631 members 
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Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9970 members 
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	Iteration 20F: 3 clusters Score -3006690 nChanged 262
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Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3006746 nChanged 246
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Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3006816 nChanged 311
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Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3006902 nChanged 336
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Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3007774 nChanged 473
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Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 6955 members 
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Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 6566 members 
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Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 6219 members 
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Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 5945 members 
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Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 5714 members 
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Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 5543 members 
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	Iteration 34Q: 3 clusters Score -3009134 nChanged 264
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Mstep: Class 1 contains 27413 members 
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Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 5341 members 
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	Iteration 36Q: 3 clusters Score -3009276 nChanged 190
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Mstep: Class 1 contains 27583 members 
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	Iteration 37Q: 3 clusters Score -3009325 nChanged 189
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Mstep: Class 1 contains 27650 members 
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	Iteration 38Q: 3 clusters Score -3009376 nChanged 179
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Mstep: Class 2 contains 5143 members 
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	Iteration 40F: 3 clusters Score -3009452 nChanged 134
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	Iteration 41Q: 3 clusters Score -3009476 nChanged 115
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Mstep: Class 1 contains 27714 members 
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	Iteration 42Q: 3 clusters Score -3009490 nChanged 74
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Mstep: Class 1 contains 27720 members 
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	Iteration 43Q: 3 clusters Score -3009506 nChanged 58
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Mstep: Class 1 contains 27726 members 
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	Iteration 44Q: 3 clusters Score -3009518 nChanged 49
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Mstep: Class 1 contains 27743 members 
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	Iteration 45Q: 3 clusters Score -3009523 nChanged 44
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Mstep: Class 1 contains 27749 members 
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	Iteration 46Q: 3 clusters Score -3009525 nChanged 44
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Mstep: Class 1 contains 27747 members 
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	Iteration 47Q: 3 clusters Score -3009530 nChanged 49
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	Iteration 48Q: 3 clusters Score -3009547 nChanged 43
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Mstep: Class 1 contains 27745 members 
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	Iteration 49Q: 3 clusters Score -3009556 nChanged 40
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Mstep: Class 1 contains 27731 members 
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	Iteration 50Q: 3 clusters Score -3009561 nChanged 30
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Mstep: Class 1 contains 27717 members 
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	Iteration 51Q: 3 clusters Score -3009562 nChanged 26
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Mstep: Class 1 contains 27709 members 
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	Iteration 52Q: 3 clusters Score -3009560 nChanged 27
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Mstep: Class 1 contains 27698 members 
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	Iteration 53Q: 3 clusters Score -3009572 nChanged 24
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Mstep: Class 1 contains 27690 members 
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	Iteration 54Q: 3 clusters Score -3009571 nChanged 23
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Mstep: Class 1 contains 27683 members 
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	Iteration 55Q: 3 clusters Score -3009572 nChanged 18
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	Iteration 56Q: 3 clusters Score -3009582 nChanged 15
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	Iteration 57Q: 3 clusters Score -3009578 nChanged 11
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Mstep: Class 1 contains 27679 members 
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	Iteration 58Q: 3 clusters Score -3009581 nChanged 12
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	Iteration 59Q: 3 clusters Score -3009578 nChanged 10
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	Iteration 60F: 3 clusters Score -3009582 nChanged 7
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	Iteration 61Q: 3 clusters Score -3009587 nChanged 8
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	Iteration 62Q: 3 clusters Score -3009586 nChanged 8
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	Iteration 63Q: 3 clusters Score -3009582 nChanged 6
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	Iteration 64Q: 3 clusters Score -3009587 nChanged 5
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	Iteration 65Q: 3 clusters Score -3009590 nChanged 6
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Mstep: Class 1 contains 27669 members 
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	Iteration 66Q: 3 clusters Score -3009588 nChanged 10
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	Iteration 67Q: 3 clusters Score -3009592 nChanged 8
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	Iteration 68Q: 3 clusters Score -3009593 nChanged 5
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	Iteration 69Q: 3 clusters Score -3009590 nChanged 5
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	Iteration 70Q: 3 clusters Score -3009594 nChanged 7
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	Iteration 71Q: 3 clusters Score -3009595 nChanged 5
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	Iteration 72Q: 3 clusters Score -3009591 nChanged 7
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	Iteration 73Q: 3 clusters Score -3009591 nChanged 8
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	Iteration 74Q: 3 clusters Score -3009592 nChanged 13
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	Iteration 75Q: 3 clusters Score -3009600 nChanged 14
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	Iteration 76Q: 3 clusters Score -3009602 nChanged 15
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	Iteration 77Q: 3 clusters Score -3009606 nChanged 11
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	Iteration 78Q: 3 clusters Score -3009606 nChanged 8
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	Iteration 79Q: 3 clusters Score -3009606 nChanged 7
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	Iteration 80F: 3 clusters Score -3009598 nChanged 9
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	Iteration 81Q: 3 clusters Score -3009608 nChanged 10
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	Iteration 82Q: 3 clusters Score -3009607 nChanged 9
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	Iteration 83Q: 3 clusters Score -3009607 nChanged 10
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	Iteration 84Q: 3 clusters Score -3009608 nChanged 10
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	Iteration 85Q: 3 clusters Score -3009603 nChanged 8
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	Iteration 86Q: 3 clusters Score -3009609 nChanged 16
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	Iteration 87Q: 3 clusters Score -3009612 nChanged 26
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	Iteration 88Q: 3 clusters Score -3009613 nChanged 20
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	Iteration 89Q: 3 clusters Score -3009614 nChanged 18
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	Iteration 90Q: 3 clusters Score -3009616 nChanged 10
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	Iteration 91Q: 3 clusters Score -3009619 nChanged 11
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	Iteration 92Q: 3 clusters Score -3009621 nChanged 14
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	Iteration 93Q: 3 clusters Score -3009628 nChanged 12
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	Iteration 94Q: 3 clusters Score -3009625 nChanged 11
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	Iteration 95Q: 3 clusters Score -3009618 nChanged 15
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	Iteration 96Q: 3 clusters Score -3009624 nChanged 12
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	Iteration 97Q: 3 clusters Score -3009628 nChanged 15
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Mstep: Class 2 contains 5336 members 
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Mstep: Class 2 contains 5349 members 
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Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 5364 members 
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Mstep: Class 1 contains 27469 members 
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Mstep: Class 2 contains 5383 members 
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Mstep: Class 1 contains 27445 members 
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	Iteration 103Q: 3 clusters Score -3009634 nChanged 27
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Mstep: Class 1 contains 27255 members 
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	Iteration 109Q: 3 clusters Score -3009658 nChanged 40
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	Iteration 110Q: 3 clusters Score -3009658 nChanged 36
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Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3009660 nChanged 43
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Mstep: Class 1 contains 27150 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5745 members 
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	Iteration 114Q: 3 clusters Score -3009710 nChanged 60
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	Iteration 118Q: 3 clusters Score -3009746 nChanged 69
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Mstep: Class 1 contains 26704 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3009758 nChanged 54
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	Iteration 121Q: 3 clusters Score -3009770 nChanged 65
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	Iteration 140F: 3 clusters Score -3009894 nChanged 67
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	Iteration 144Q: 3 clusters Score -3009933 nChanged 73
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	Iteration 148Q: 3 clusters Score -3009998 nChanged 86
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	Iteration 152Q: 3 clusters Score -3010041 nChanged 85
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	Iteration 157Q: 3 clusters Score -3010108 nChanged 93
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	Iteration 158Q: 3 clusters Score -3010112 nChanged 77
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	Iteration 159Q: 3 clusters Score -3010121 nChanged 80
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	Iteration 160F: 3 clusters Score -3010144 nChanged 80
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	Iteration 161Q: 3 clusters Score -3010161 nChanged 75
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	Iteration 162Q: 3 clusters Score -3010160 nChanged 64
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	Iteration 163Q: 3 clusters Score -3010161 nChanged 58
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	Iteration 164Q: 3 clusters Score -3010162 nChanged 64
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	Iteration 168Q: 3 clusters Score -3010225 nChanged 96
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	Iteration 169Q: 3 clusters Score -3010238 nChanged 85
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	Iteration 171Q: 3 clusters Score -3010270 nChanged 83
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	Iteration 174Q: 3 clusters Score -3010283 nChanged 92
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	Iteration 176Q: 3 clusters Score -3010320 nChanged 74
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	Iteration 177Q: 3 clusters Score -3010333 nChanged 67
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	Iteration 178Q: 3 clusters Score -3010336 nChanged 67
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	Iteration 179Q: 3 clusters Score -3010345 nChanged 62
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	Iteration 180F: 3 clusters Score -3010348 nChanged 44
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	Iteration 181Q: 3 clusters Score -3010353 nChanged 54
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	Iteration 182Q: 3 clusters Score -3010350 nChanged 56
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	Iteration 183Q: 3 clusters Score -3010350 nChanged 43
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	Iteration 184Q: 3 clusters Score -3010358 nChanged 44
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	Iteration 185Q: 3 clusters Score -3010370 nChanged 34
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	Iteration 186Q: 3 clusters Score -3010360 nChanged 31
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	Iteration 187Q: 3 clusters Score -3010364 nChanged 32
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	Iteration 188Q: 3 clusters Score -3010375 nChanged 32
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	Iteration 189Q: 3 clusters Score -3010375 nChanged 27
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	Iteration 190Q: 3 clusters Score -3010380 nChanged 19
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Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3010379.750000 Penalty: 5158.133789
	Iteration 191Q: 3 clusters Score -3010380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3010377.500000 Penalty: 5158.133789
	Iteration 192Q: 3 clusters Score -3010378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3010375.500000 Penalty: 5158.133789
	Iteration 193Q: 3 clusters Score -3010376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3010376.250000 Penalty: 5158.133789
	Iteration 194Q: 3 clusters Score -3010376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3010375.250000 Penalty: 5158.133789
	Iteration 195Q: 3 clusters Score -3010375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3010370.500000 Penalty: 5158.133789
	Iteration 196Q: 3 clusters Score -3010370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3010371.000000 Penalty: 5158.133789
	Iteration 197Q: 3 clusters Score -3010371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3010367.250000 Penalty: 5158.133789
	Iteration 198Q: 3 clusters Score -3010367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3010364.750000 Penalty: 5158.133789
	Iteration 199Q: 3 clusters Score -3010365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3010368.500000 Penalty: 5158.133789
	Iteration 200F: 3 clusters Score -3010368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3010368.750000 Penalty: 5158.133789
	Iteration 201Q: 3 clusters Score -3010369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3010370.000000 Penalty: 5158.133789
	Iteration 202Q: 3 clusters Score -3010370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3010370.000000 Penalty: 5158.133789
	Iteration 203F: 3 clusters Score -3010370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (438163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438163 members 
Entering Unmasked Estep 
Score: -40260308.000000 Penalty: 3221.605713
	Iteration 0F: 2 clusters Score -4.026031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219422 members 
Mstep: Class 2 contains 218741 members 
Entering Unmasked Estep 
Score: -39964196.000000 Penalty: 6443.211426
	Iteration 0F: 3 clusters Score -3.99642e+07 nChanged 213626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232940 members 
Mstep: Class 2 contains 205223 members 
Entering Unmasked Estep 
Score: -40092696.000000 Penalty: 6443.211426
	Iteration 1F: 3 clusters Score -4.00927e+07 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242304 members 
Mstep: Class 2 contains 195859 members 
Entering Unmasked Estep 
Score: -40096520.000000 Penalty: 6443.211426
	Iteration 2Q: 3 clusters Score -4.009652e+07 nChanged 18997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257401 members 
Mstep: Class 2 contains 180762 members 
Entering Unmasked Estep 
Score: -40104116.000000 Penalty: 6443.211426
	Iteration 3Q: 3 clusters Score -4.010412e+07 nChanged 26534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280419 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -40119156.000000 Penalty: 6443.211426
	Iteration 4F: 3 clusters Score -4.011916e+07 nChanged 34661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311988 members 
Mstep: Class 2 contains 126175 members 
Entering Unmasked Estep 
Score: -40145152.000000 Penalty: 6443.211426
	Iteration 5F: 3 clusters Score -4.014515e+07 nChanged 38363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347897 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -40178564.000000 Penalty: 6443.211426
	Iteration 6F: 3 clusters Score -4.017856e+07 nChanged 33886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380385 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -40209464.000000 Penalty: 6443.211426
	Iteration 7F: 3 clusters Score -4.020946e+07 nChanged 23737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403604 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -40230884.000000 Penalty: 6443.211426
	Iteration 8F: 3 clusters Score -4.023088e+07 nChanged 14708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418186 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -40243220.000000 Penalty: 6443.211426
	Iteration 9Q: 3 clusters Score -4.024322e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426209 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -40249928.000000 Penalty: 6443.211426
	Iteration 10Q: 3 clusters Score -4.024993e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430352 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -40253380.000000 Penalty: 6443.211426
	Iteration 11Q: 3 clusters Score -4.025338e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432423 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -40255324.000000 Penalty: 6443.211426
	Iteration 12Q: 3 clusters Score -4.025532e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433358 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -40256428.000000 Penalty: 6443.211426
	Iteration 13Q: 3 clusters Score -4.025643e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433823 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -40257088.000000 Penalty: 6443.211426
	Iteration 14Q: 3 clusters Score -4.025709e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434094 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -40257428.000000 Penalty: 6443.211426
	Iteration 15Q: 3 clusters Score -4.025743e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434302 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -40257660.000000 Penalty: 6443.211426
	Iteration 16Q: 3 clusters Score -4.025766e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434470 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -40257772.000000 Penalty: 6443.211426
	Iteration 17Q: 3 clusters Score -4.025777e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434589 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -40257832.000000 Penalty: 6443.211426
	Iteration 18Q: 3 clusters Score -4.025783e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434688 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -40257816.000000 Penalty: 6443.211426
	Iteration 19Q: 3 clusters Score -4.025782e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434777 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -40257804.000000 Penalty: 6443.211426
	Iteration 20F: 3 clusters Score -4.02578e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434874 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -40257844.000000 Penalty: 6443.211426
	Iteration 21Q: 3 clusters Score -4.025784e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434971 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -40257888.000000 Penalty: 6443.211426
	Iteration 22Q: 3 clusters Score -4.025789e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435036 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -40257936.000000 Penalty: 6443.211426
	Iteration 23Q: 3 clusters Score -4.025794e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435092 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -40257888.000000 Penalty: 6443.211426
	Iteration 24Q: 3 clusters Score -4.025789e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435127 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -40257892.000000 Penalty: 6443.211426
	Iteration 25Q: 3 clusters Score -4.025789e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435150 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -40257920.000000 Penalty: 6443.211426
	Iteration 26Q: 3 clusters Score -4.025792e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435176 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -40257916.000000 Penalty: 6443.211426
	Iteration 27Q: 3 clusters Score -4.025792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435204 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -40257912.000000 Penalty: 6443.211426
	Iteration 28Q: 3 clusters Score -4.025791e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435238 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -40257924.000000 Penalty: 6443.211426
	Iteration 29Q: 3 clusters Score -4.025792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435263 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -40257924.000000 Penalty: 6443.211426
	Iteration 30Q: 3 clusters Score -4.025792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435290 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -40257932.000000 Penalty: 6443.211426
	Iteration 31Q: 3 clusters Score -4.025793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435316 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -40257968.000000 Penalty: 6443.211426
	Iteration 32Q: 3 clusters Score -4.025797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435335 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -40257984.000000 Penalty: 6443.211426
	Iteration 33Q: 3 clusters Score -4.025798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435352 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -40257992.000000 Penalty: 6443.211426
	Iteration 34Q: 3 clusters Score -4.025799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435372 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -40258008.000000 Penalty: 6443.211426
	Iteration 35Q: 3 clusters Score -4.025801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435389 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -40258000.000000 Penalty: 6443.211426
	Iteration 36Q: 3 clusters Score -4.0258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435393 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -40258004.000000 Penalty: 6443.211426
	Iteration 37Q: 3 clusters Score -4.0258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435399 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -40258032.000000 Penalty: 6443.211426
	Iteration 38Q: 3 clusters Score -4.025803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435408 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -40258012.000000 Penalty: 6443.211426
	Iteration 39Q: 3 clusters Score -4.025801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435417 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -40258052.000000 Penalty: 6443.211426
	Iteration 40F: 3 clusters Score -4.025805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435424 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -40258036.000000 Penalty: 6443.211426
	Iteration 41Q: 3 clusters Score -4.025804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435430 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -40258044.000000 Penalty: 6443.211426
	Iteration 42Q: 3 clusters Score -4.025804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435437 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -40258040.000000 Penalty: 6443.211426
	Iteration 43Q: 3 clusters Score -4.025804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435448 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -40258032.000000 Penalty: 6443.211426
	Iteration 44Q: 3 clusters Score -4.025803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435460 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -40258048.000000 Penalty: 6443.211426
	Iteration 45Q: 3 clusters Score -4.025805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435471 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -40258064.000000 Penalty: 6443.211426
	Iteration 46Q: 3 clusters Score -4.025806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435482 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -40258044.000000 Penalty: 6443.211426
	Iteration 47Q: 3 clusters Score -4.025804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435486 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -40258052.000000 Penalty: 6443.211426
	Iteration 48Q: 3 clusters Score -4.025805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435486 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -40258056.000000 Penalty: 6443.211426
	Iteration 49Q: 3 clusters Score -4.025806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435487 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -40258068.000000 Penalty: 6443.211426
	Iteration 50Q: 3 clusters Score -4.025807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435490 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -40258032.000000 Penalty: 6443.211426
	Iteration 51Q: 3 clusters Score -4.025803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435491 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -40258032.000000 Penalty: 6443.211426
	Iteration 52Q: 3 clusters Score -4.025803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435490 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -40258032.000000 Penalty: 6443.211426
	Iteration 53Q: 3 clusters Score -4.025803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435492 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -40258032.000000 Penalty: 6443.211426
	Iteration 54Q: 3 clusters Score -4.025803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435495 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -40258048.000000 Penalty: 6443.211426
	Iteration 55Q: 3 clusters Score -4.025805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435497 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -40258052.000000 Penalty: 6443.211426
	Iteration 56Q: 3 clusters Score -4.025805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435499 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -40258032.000000 Penalty: 6443.211426
	Iteration 57Q: 3 clusters Score -4.025803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435501 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -40258040.000000 Penalty: 6443.211426
	Iteration 58Q: 3 clusters Score -4.025804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435501 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -40258032.000000 Penalty: 6443.211426
	Iteration 59Q: 3 clusters Score -4.025803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435500 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -40258040.000000 Penalty: 6443.211426
	Iteration 60F: 3 clusters Score -4.025804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435501 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -40258048.000000 Penalty: 6443.211426
	Iteration 61Q: 3 clusters Score -4.025805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435501 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -40258048.000000 Penalty: 6443.211426
	Iteration 62F: 3 clusters Score -4.025805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -370986.093750 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -370986.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -366876.312500 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -366876.3 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -367992.906250 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -367992.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -368350.281250 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -368350.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -368605.906250 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -368605.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -368801.218750 Penalty: 4158.069336
	Iteration 4F: 3 clusters Score -368801.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -368973.375000 Penalty: 4158.069336
	Iteration 5F: 3 clusters Score -368973.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -369112.968750 Penalty: 4158.069336
	Iteration 6Q: 3 clusters Score -369113 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -369228.187500 Penalty: 4158.069336
	Iteration 7Q: 3 clusters Score -369228.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -369335.187500 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -369335.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -369424.000000 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -369424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -369486.000000 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -369486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -369521.281250 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -369521.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -369546.250000 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -369546.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -369572.218750 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -369572.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -369588.781250 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -369588.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -369600.250000 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -369600.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -369609.000000 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -369609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -369622.250000 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -369622.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -369631.062500 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -369631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -369634.562500 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -369634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -369640.750000 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -369640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -369646.187500 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -369646.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -369655.750000 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -369655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -369659.906250 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -369659.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -369665.468750 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -369665.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -369670.468750 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -369670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -369674.656250 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -369674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -369678.062500 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -369678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -369685.156250 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -369685.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -369691.875000 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -369691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -369698.218750 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -369698.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -369703.375000 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -369703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -369707.125000 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -369707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -369708.468750 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -369708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -369712.781250 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -369712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -369715.781250 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -369715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -369718.906250 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -369718.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -369720.375000 Penalty: 4158.069336
	Iteration 37Q: 3 clusters Score -369720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -369720.250000 Penalty: 4158.069336
	Iteration 38Q: 3 clusters Score -369720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -369721.562500 Penalty: 4158.069336
	Iteration 39Q: 3 clusters Score -369721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -369721.343750 Penalty: 4158.069336
	Iteration 40F: 3 clusters Score -369721.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Entering Unmasked Estep 
Score: -1449310.125000 Penalty: 2418.054443
	Iteration 0F: 2 clusters Score -1449310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1437036.000000 Penalty: 4836.108887
	Iteration 0F: 3 clusters Score -1437036 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1441257.250000 Penalty: 4836.108887
	Iteration 1F: 3 clusters Score -1441257 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1442103.250000 Penalty: 4836.108887
	Iteration 2F: 3 clusters Score -1442103 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1443020.625000 Penalty: 4836.108887
	Iteration 3F: 3 clusters Score -1443021 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1444014.500000 Penalty: 4836.108887
	Iteration 4F: 3 clusters Score -1444014 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1444887.500000 Penalty: 4836.108887
	Iteration 5F: 3 clusters Score -1444888 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1445725.500000 Penalty: 4836.108887
	Iteration 6F: 3 clusters Score -1445726 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1446603.125000 Penalty: 4836.108887
	Iteration 7F: 3 clusters Score -1446603 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1447367.125000 Penalty: 4836.108887
	Iteration 8F: 3 clusters Score -1447367 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1447968.750000 Penalty: 4836.108887
	Iteration 9Q: 3 clusters Score -1447969 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1448390.000000 Penalty: 4836.108887
	Iteration 10Q: 3 clusters Score -1448390 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1448704.125000 Penalty: 4836.108887
	Iteration 11Q: 3 clusters Score -1448704 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1448951.125000 Penalty: 4836.108887
	Iteration 12Q: 3 clusters Score -1448951 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1449136.375000 Penalty: 4836.108887
	Iteration 13Q: 3 clusters Score -1449136 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1449326.625000 Penalty: 4836.108887
	Iteration 14Q: 3 clusters Score -1449327 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1449447.375000 Penalty: 4836.108887
	Iteration 15Q: 3 clusters Score -1449447 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1449537.375000 Penalty: 4836.108887
	Iteration 16Q: 3 clusters Score -1449537 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1449606.625000 Penalty: 4836.108887
	Iteration 17Q: 3 clusters Score -1449607 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1449669.375000 Penalty: 4836.108887
	Iteration 18Q: 3 clusters Score -1449669 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1449716.500000 Penalty: 4836.108887
	Iteration 19Q: 3 clusters Score -1449716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1449757.375000 Penalty: 4836.108887
	Iteration 20F: 3 clusters Score -1449757 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1449791.125000 Penalty: 4836.108887
	Iteration 21Q: 3 clusters Score -1449791 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1449820.750000 Penalty: 4836.108887
	Iteration 22Q: 3 clusters Score -1449821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1449838.875000 Penalty: 4836.108887
	Iteration 23Q: 3 clusters Score -1449839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1449862.000000 Penalty: 4836.108887
	Iteration 24Q: 3 clusters Score -1449862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1449875.000000 Penalty: 4836.108887
	Iteration 25Q: 3 clusters Score -1449875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1449891.625000 Penalty: 4836.108887
	Iteration 26Q: 3 clusters Score -1449892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1449901.500000 Penalty: 4836.108887
	Iteration 27Q: 3 clusters Score -1449902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1449904.250000 Penalty: 4836.108887
	Iteration 28Q: 3 clusters Score -1449904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1449917.500000 Penalty: 4836.108887
	Iteration 29Q: 3 clusters Score -1449918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1449923.875000 Penalty: 4836.108887
	Iteration 30Q: 3 clusters Score -1449924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1449921.000000 Penalty: 4836.108887
	Iteration 31Q: 3 clusters Score -1449921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1449930.125000 Penalty: 4836.108887
	Iteration 32Q: 3 clusters Score -1449930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1449939.875000 Penalty: 4836.108887
	Iteration 33Q: 3 clusters Score -1449940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1449953.750000 Penalty: 4836.108887
	Iteration 34Q: 3 clusters Score -1449954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1449959.750000 Penalty: 4836.108887
	Iteration 35Q: 3 clusters Score -1449960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1449966.750000 Penalty: 4836.108887
	Iteration 36Q: 3 clusters Score -1449967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1449971.250000 Penalty: 4836.108887
	Iteration 37Q: 3 clusters Score -1449971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1449977.875000 Penalty: 4836.108887
	Iteration 38Q: 3 clusters Score -1449978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1449984.125000 Penalty: 4836.108887
	Iteration 39Q: 3 clusters Score -1449984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1449983.500000 Penalty: 4836.108887
	Iteration 40F: 3 clusters Score -1449984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1449982.000000 Penalty: 4836.108887
	Iteration 41Q: 3 clusters Score -1449982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1449980.375000 Penalty: 4836.108887
	Iteration 42Q: 3 clusters Score -1449980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1449979.625000 Penalty: 4836.108887
	Iteration 43Q: 3 clusters Score -1449980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1449980.750000 Penalty: 4836.108887
	Iteration 44Q: 3 clusters Score -1449981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1449980.625000 Penalty: 4836.108887
	Iteration 45Q: 3 clusters Score -1449981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1449979.375000 Penalty: 4836.108887
	Iteration 46Q: 3 clusters Score -1449979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1449977.500000 Penalty: 4836.108887
	Iteration 47Q: 3 clusters Score -1449978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1449981.500000 Penalty: 4836.108887
	Iteration 48Q: 3 clusters Score -1449982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1449981.875000 Penalty: 4836.108887
	Iteration 49Q: 3 clusters Score -1449982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1449986.625000 Penalty: 4836.108887
	Iteration 50Q: 3 clusters Score -1449987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1449991.500000 Penalty: 4836.108887
	Iteration 51Q: 3 clusters Score -1449992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1449990.875000 Penalty: 4836.108887
	Iteration 52Q: 3 clusters Score -1449991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1449990.500000 Penalty: 4836.108887
	Iteration 53Q: 3 clusters Score -1449990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1449993.875000 Penalty: 4836.108887
	Iteration 54Q: 3 clusters Score -1449994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1449994.875000 Penalty: 4836.108887
	Iteration 55Q: 3 clusters Score -1449995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1449991.000000 Penalty: 4836.108887
	Iteration 56Q: 3 clusters Score -1449991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1449993.875000 Penalty: 4836.108887
	Iteration 57Q: 3 clusters Score -1449994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1449996.625000 Penalty: 4836.108887
	Iteration 58Q: 3 clusters Score -1449997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1449994.250000 Penalty: 4836.108887
	Iteration 59Q: 3 clusters Score -1449994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1449994.375000 Penalty: 4836.108887
	Iteration 60F: 3 clusters Score -1449994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1449996.500000 Penalty: 4836.108887
	Iteration 61Q: 3 clusters Score -1449996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1449996.875000 Penalty: 4836.108887
	Iteration 62Q: 3 clusters Score -1449997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1449997.000000 Penalty: 4836.108887
	Iteration 63Q: 3 clusters Score -1449997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1449994.875000 Penalty: 4836.108887
	Iteration 64Q: 3 clusters Score -1449995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1449998.750000 Penalty: 4836.108887
	Iteration 65Q: 3 clusters Score -1449999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1449998.500000 Penalty: 4836.108887
	Iteration 66Q: 3 clusters Score -1449998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1449999.375000 Penalty: 4836.108887
	Iteration 67Q: 3 clusters Score -1449999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1449998.625000 Penalty: 4836.108887
	Iteration 68Q: 3 clusters Score -1449999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1449998.750000 Penalty: 4836.108887
	Iteration 69Q: 3 clusters Score -1449999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1450007.000000 Penalty: 4836.108887
	Iteration 70Q: 3 clusters Score -1450007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1450010.125000 Penalty: 4836.108887
	Iteration 71Q: 3 clusters Score -1450010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1450017.125000 Penalty: 4836.108887
	Iteration 72Q: 3 clusters Score -1450017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1450019.250000 Penalty: 4836.108887
	Iteration 73Q: 3 clusters Score -1450019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1450025.125000 Penalty: 4836.108887
	Iteration 74Q: 3 clusters Score -1450025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1450022.750000 Penalty: 4836.108887
	Iteration 75Q: 3 clusters Score -1450023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1450024.000000 Penalty: 4836.108887
	Iteration 76Q: 3 clusters Score -1450024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1450025.500000 Penalty: 4836.108887
	Iteration 77Q: 3 clusters Score -1450026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1450021.875000 Penalty: 4836.108887
	Iteration 78Q: 3 clusters Score -1450022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1450025.250000 Penalty: 4836.108887
	Iteration 79Q: 3 clusters Score -1450025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1450025.500000 Penalty: 4836.108887
	Iteration 80F: 3 clusters Score -1450026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1450022.375000 Penalty: 4836.108887
	Iteration 81Q: 3 clusters Score -1450022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1450027.125000 Penalty: 4836.108887
	Iteration 82Q: 3 clusters Score -1450027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1450030.375000 Penalty: 4836.108887
	Iteration 83Q: 3 clusters Score -1450030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1450032.750000 Penalty: 4836.108887
	Iteration 84Q: 3 clusters Score -1450033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1450035.625000 Penalty: 4836.108887
	Iteration 85Q: 3 clusters Score -1450036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1450039.500000 Penalty: 4836.108887
	Iteration 86Q: 3 clusters Score -1450040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1450045.125000 Penalty: 4836.108887
	Iteration 87Q: 3 clusters Score -1450045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1450044.125000 Penalty: 4836.108887
	Iteration 88Q: 3 clusters Score -1450044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1450048.250000 Penalty: 4836.108887
	Iteration 89Q: 3 clusters Score -1450048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1450043.500000 Penalty: 4836.108887
	Iteration 90Q: 3 clusters Score -1450044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1450048.625000 Penalty: 4836.108887
	Iteration 91Q: 3 clusters Score -1450049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1450049.750000 Penalty: 4836.108887
	Iteration 92Q: 3 clusters Score -1450050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1450050.875000 Penalty: 4836.108887
	Iteration 93Q: 3 clusters Score -1450051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1450051.875000 Penalty: 4836.108887
	Iteration 94Q: 3 clusters Score -1450052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1450050.250000 Penalty: 4836.108887
	Iteration 95Q: 3 clusters Score -1450050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1450050.750000 Penalty: 4836.108887
	Iteration 96Q: 3 clusters Score -1450051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1450054.750000 Penalty: 4836.108887
	Iteration 97Q: 3 clusters Score -1450055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1450056.625000 Penalty: 4836.108887
	Iteration 98Q: 3 clusters Score -1450057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1450056.625000 Penalty: 4836.108887
	Iteration 99Q: 3 clusters Score -1450057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1450055.875000 Penalty: 4836.108887
	Iteration 100F: 3 clusters Score -1450056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1450055.625000 Penalty: 4836.108887
	Iteration 101Q: 3 clusters Score -1450056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1450058.125000 Penalty: 4836.108887
	Iteration 102Q: 3 clusters Score -1450058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1450060.625000 Penalty: 4836.108887
	Iteration 103Q: 3 clusters Score -1450061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1450064.000000 Penalty: 4836.108887
	Iteration 104Q: 3 clusters Score -1450064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1450061.500000 Penalty: 4836.108887
	Iteration 105Q: 3 clusters Score -1450062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1450061.125000 Penalty: 4836.108887
	Iteration 106Q: 3 clusters Score -1450061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1450060.750000 Penalty: 4836.108887
	Iteration 107Q: 3 clusters Score -1450061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1450060.000000 Penalty: 4836.108887
	Iteration 108Q: 3 clusters Score -1450060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1450061.250000 Penalty: 4836.108887
	Iteration 109Q: 3 clusters Score -1450061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1450061.125000 Penalty: 4836.108887
	Iteration 110Q: 3 clusters Score -1450061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1450062.000000 Penalty: 4836.108887
	Iteration 111Q: 3 clusters Score -1450062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1450059.625000 Penalty: 4836.108887
	Iteration 112Q: 3 clusters Score -1450060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1450061.375000 Penalty: 4836.108887
	Iteration 113Q: 3 clusters Score -1450061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1450061.250000 Penalty: 4836.108887
	Iteration 114Q: 3 clusters Score -1450061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1450061.250000 Penalty: 4836.108887
	Iteration 115Q: 3 clusters Score -1450061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1450060.375000 Penalty: 4836.108887
	Iteration 116Q: 3 clusters Score -1450060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1450060.375000 Penalty: 4836.108887
	Iteration 117F: 3 clusters Score -1450060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 83855 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139553 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9481 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 12585 members 
Entering Unmasked Estep 
Score: -93622352.000000 Penalty: 96286.414062
Splitting cluster 22 changes total score from -93622872.000000 to -93622352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (30963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Entering Unmasked Estep 
Score: -2826594.250000 Penalty: 2564.456055
	Iteration 0F: 2 clusters Score -2826594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2805332.750000 Penalty: 5128.912109
	Iteration 0F: 3 clusters Score -2805333 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2812884.000000 Penalty: 5128.912109
	Iteration 1F: 3 clusters Score -2812884 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2813354.000000 Penalty: 5128.912109
	Iteration 2Q: 3 clusters Score -2813354 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2813761.000000 Penalty: 5128.912109
	Iteration 3Q: 3 clusters Score -2813761 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2814187.750000 Penalty: 5128.912109
	Iteration 4Q: 3 clusters Score -2814188 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2814683.250000 Penalty: 5128.912109
	Iteration 5Q: 3 clusters Score -2814683 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2815288.250000 Penalty: 5128.912109
	Iteration 6Q: 3 clusters Score -2815288 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2816141.750000 Penalty: 5128.912109
	Iteration 7Q: 3 clusters Score -2816142 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2817374.000000 Penalty: 5128.912109
	Iteration 8F: 3 clusters Score -2817374 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2818888.250000 Penalty: 5128.912109
	Iteration 9F: 3 clusters Score -2818888 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2820520.500000 Penalty: 5128.912109
	Iteration 10F: 3 clusters Score -2820520 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2822169.500000 Penalty: 5128.912109
	Iteration 11F: 3 clusters Score -2822170 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2823413.000000 Penalty: 5128.912109
	Iteration 12Q: 3 clusters Score -2823413 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2824164.250000 Penalty: 5128.912109
	Iteration 13Q: 3 clusters Score -2824164 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2824576.250000 Penalty: 5128.912109
	Iteration 14Q: 3 clusters Score -2824576 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2824808.000000 Penalty: 5128.912109
	Iteration 15Q: 3 clusters Score -2824808 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2824982.000000 Penalty: 5128.912109
	Iteration 16Q: 3 clusters Score -2824982 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2825097.250000 Penalty: 5128.912109
	Iteration 17Q: 3 clusters Score -2825097 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -2825171.500000 Penalty: 5128.912109
	Iteration 18Q: 3 clusters Score -2825172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2825239.000000 Penalty: 5128.912109
	Iteration 19Q: 3 clusters Score -2825239 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2825258.000000 Penalty: 5128.912109
	Iteration 20F: 3 clusters Score -2825258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -2825288.500000 Penalty: 5128.912109
	Iteration 21Q: 3 clusters Score -2825288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2825304.750000 Penalty: 5128.912109
	Iteration 22Q: 3 clusters Score -2825305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2825329.250000 Penalty: 5128.912109
	Iteration 23Q: 3 clusters Score -2825329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2825344.750000 Penalty: 5128.912109
	Iteration 24Q: 3 clusters Score -2825345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2825356.250000 Penalty: 5128.912109
	Iteration 25Q: 3 clusters Score -2825356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -2825350.750000 Penalty: 5128.912109
	Iteration 26Q: 3 clusters Score -2825351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -2825357.000000 Penalty: 5128.912109
	Iteration 27Q: 3 clusters Score -2825357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -2825366.000000 Penalty: 5128.912109
	Iteration 28Q: 3 clusters Score -2825366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2825363.250000 Penalty: 5128.912109
	Iteration 29Q: 3 clusters Score -2825363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -2825360.500000 Penalty: 5128.912109
	Iteration 30Q: 3 clusters Score -2825360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -2825356.750000 Penalty: 5128.912109
	Iteration 31Q: 3 clusters Score -2825357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2825356.500000 Penalty: 5128.912109
	Iteration 32Q: 3 clusters Score -2825356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -2825359.000000 Penalty: 5128.912109
	Iteration 33Q: 3 clusters Score -2825359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -2825364.500000 Penalty: 5128.912109
	Iteration 34Q: 3 clusters Score -2825364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -2825365.750000 Penalty: 5128.912109
	Iteration 35Q: 3 clusters Score -2825366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2825363.000000 Penalty: 5128.912109
	Iteration 36Q: 3 clusters Score -2825363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -2825362.500000 Penalty: 5128.912109
	Iteration 37Q: 3 clusters Score -2825362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -2825363.750000 Penalty: 5128.912109
	Iteration 38Q: 3 clusters Score -2825364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -2825368.500000 Penalty: 5128.912109
	Iteration 39Q: 3 clusters Score -2825368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -2825363.750000 Penalty: 5128.912109
	Iteration 40F: 3 clusters Score -2825364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2825373.000000 Penalty: 5128.912109
	Iteration 41Q: 3 clusters Score -2825373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -2825368.000000 Penalty: 5128.912109
	Iteration 42Q: 3 clusters Score -2825368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2825369.750000 Penalty: 5128.912109
	Iteration 43Q: 3 clusters Score -2825370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -2825368.250000 Penalty: 5128.912109
	Iteration 44Q: 3 clusters Score -2825368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -2825372.750000 Penalty: 5128.912109
	Iteration 45Q: 3 clusters Score -2825373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -2825376.750000 Penalty: 5128.912109
	Iteration 46Q: 3 clusters Score -2825377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -2825374.250000 Penalty: 5128.912109
	Iteration 47Q: 3 clusters Score -2825374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2825380.000000 Penalty: 5128.912109
	Iteration 48Q: 3 clusters Score -2825380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -2825377.500000 Penalty: 5128.912109
	Iteration 49Q: 3 clusters Score -2825378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -2825378.750000 Penalty: 5128.912109
	Iteration 50Q: 3 clusters Score -2825379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -2825380.250000 Penalty: 5128.912109
	Iteration 51Q: 3 clusters Score -2825380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -2825381.500000 Penalty: 5128.912109
	Iteration 52Q: 3 clusters Score -2825382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -2825380.750000 Penalty: 5128.912109
	Iteration 53Q: 3 clusters Score -2825381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -2825385.000000 Penalty: 5128.912109
	Iteration 54Q: 3 clusters Score -2825385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -2825383.250000 Penalty: 5128.912109
	Iteration 55Q: 3 clusters Score -2825383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -2825383.750000 Penalty: 5128.912109
	Iteration 56Q: 3 clusters Score -2825384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2825384.250000 Penalty: 5128.912109
	Iteration 57Q: 3 clusters Score -2825384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2825383.000000 Penalty: 5128.912109
	Iteration 58Q: 3 clusters Score -2825383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2825386.000000 Penalty: 5128.912109
	Iteration 59Q: 3 clusters Score -2825386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2825385.000000 Penalty: 5128.912109
	Iteration 60F: 3 clusters Score -2825385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -2825385.750000 Penalty: 5128.912109
	Iteration 61Q: 3 clusters Score -2825386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -2825387.000000 Penalty: 5128.912109
	Iteration 62Q: 3 clusters Score -2825387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -2825387.000000 Penalty: 5128.912109
	Iteration 63F: 3 clusters Score -2825387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -137115.796875 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -137115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -134753.625000 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -134753.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -135270.875000 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -135270.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -135599.453125 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -135599.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -135979.421875 Penalty: 3684.748047
	Iteration 3F: 3 clusters Score -135979.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136314.140625 Penalty: 3684.748047
	Iteration 4F: 3 clusters Score -136314.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -136662.437500 Penalty: 3684.748047
	Iteration 5F: 3 clusters Score -136662.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136903.703125 Penalty: 3684.748047
	Iteration 6F: 3 clusters Score -136903.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137066.796875 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -137066.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -137208.484375 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -137208.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137268.000000 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -137268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -137302.375000 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -137302.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -137327.875000 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -137327.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -137349.609375 Penalty: 3684.748047
	Iteration 12Q: 3 clusters Score -137349.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -137367.796875 Penalty: 3684.748047
	Iteration 13Q: 3 clusters Score -137367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -137384.359375 Penalty: 3684.748047
	Iteration 14Q: 3 clusters Score -137384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -137390.796875 Penalty: 3684.748047
	Iteration 15Q: 3 clusters Score -137390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -137401.390625 Penalty: 3684.748047
	Iteration 16Q: 3 clusters Score -137401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -137424.125000 Penalty: 3684.748047
	Iteration 17Q: 3 clusters Score -137424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -137440.781250 Penalty: 3684.748047
	Iteration 18Q: 3 clusters Score -137440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -137448.421875 Penalty: 3684.748047
	Iteration 19Q: 3 clusters Score -137448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137464.093750 Penalty: 3684.748047
	Iteration 20F: 3 clusters Score -137464.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -137495.078125 Penalty: 3684.748047
	Iteration 21Q: 3 clusters Score -137495.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -137524.546875 Penalty: 3684.748047
	Iteration 22Q: 3 clusters Score -137524.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -137546.437500 Penalty: 3684.748047
	Iteration 23Q: 3 clusters Score -137546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -137563.015625 Penalty: 3684.748047
	Iteration 24Q: 3 clusters Score -137563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -137591.796875 Penalty: 3684.748047
	Iteration 25Q: 3 clusters Score -137591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137613.875000 Penalty: 3684.748047
	Iteration 26Q: 3 clusters Score -137613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -137617.281250 Penalty: 3684.748047
	Iteration 27Q: 3 clusters Score -137617.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -137617.281250 Penalty: 3684.748047
	Iteration 28F: 3 clusters Score -137617.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 83855 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139553 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9481 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1355 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 329 members 
Entering Unmasked Estep 
Score: -93621776.000000 Penalty: 96286.414062
Splitting cluster 24 changes total score from -93622872.000000 to -93621776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -573418.250000 Penalty: 2164.770020
	Iteration 0F: 2 clusters Score -573418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -568118.562500 Penalty: 4329.540039
	Iteration 0F: 3 clusters Score -568118.6 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -569471.312500 Penalty: 4329.540039
	Iteration 1F: 3 clusters Score -569471.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -569687.375000 Penalty: 4329.540039
	Iteration 2F: 3 clusters Score -569687.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -569815.875000 Penalty: 4329.540039
	Iteration 3Q: 3 clusters Score -569815.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -569891.750000 Penalty: 4329.540039
	Iteration 4Q: 3 clusters Score -569891.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -569939.625000 Penalty: 4329.540039
	Iteration 5Q: 3 clusters Score -569939.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -569978.562500 Penalty: 4329.540039
	Iteration 6Q: 3 clusters Score -569978.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -570008.562500 Penalty: 4329.540039
	Iteration 7Q: 3 clusters Score -570008.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -570032.812500 Penalty: 4329.540039
	Iteration 8Q: 3 clusters Score -570032.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -570057.687500 Penalty: 4329.540039
	Iteration 9Q: 3 clusters Score -570057.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -570089.375000 Penalty: 4329.540039
	Iteration 10Q: 3 clusters Score -570089.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -570118.437500 Penalty: 4329.540039
	Iteration 11Q: 3 clusters Score -570118.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -570142.812500 Penalty: 4329.540039
	Iteration 12Q: 3 clusters Score -570142.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -570167.875000 Penalty: 4329.540039
	Iteration 13Q: 3 clusters Score -570167.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -570192.250000 Penalty: 4329.540039
	Iteration 14Q: 3 clusters Score -570192.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -570216.000000 Penalty: 4329.540039
	Iteration 15Q: 3 clusters Score -570216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -570243.687500 Penalty: 4329.540039
	Iteration 16Q: 3 clusters Score -570243.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -570274.812500 Penalty: 4329.540039
	Iteration 17Q: 3 clusters Score -570274.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -570311.062500 Penalty: 4329.540039
	Iteration 18Q: 3 clusters Score -570311.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -570357.875000 Penalty: 4329.540039
	Iteration 19Q: 3 clusters Score -570357.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -570421.562500 Penalty: 4329.540039
	Iteration 20F: 3 clusters Score -570421.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -570499.562500 Penalty: 4329.540039
	Iteration 21Q: 3 clusters Score -570499.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -570593.500000 Penalty: 4329.540039
	Iteration 22Q: 3 clusters Score -570593.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -570677.937500 Penalty: 4329.540039
	Iteration 23Q: 3 clusters Score -570677.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -570770.250000 Penalty: 4329.540039
	Iteration 24Q: 3 clusters Score -570770.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -570860.062500 Penalty: 4329.540039
	Iteration 25Q: 3 clusters Score -570860.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -570952.250000 Penalty: 4329.540039
	Iteration 26Q: 3 clusters Score -570952.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -571023.500000 Penalty: 4329.540039
	Iteration 27Q: 3 clusters Score -571023.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -571090.875000 Penalty: 4329.540039
	Iteration 28Q: 3 clusters Score -571090.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -571152.437500 Penalty: 4329.540039
	Iteration 29Q: 3 clusters Score -571152.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -571203.250000 Penalty: 4329.540039
	Iteration 30Q: 3 clusters Score -571203.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -571246.562500 Penalty: 4329.540039
	Iteration 31Q: 3 clusters Score -571246.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -571282.875000 Penalty: 4329.540039
	Iteration 32Q: 3 clusters Score -571282.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -571321.187500 Penalty: 4329.540039
	Iteration 33Q: 3 clusters Score -571321.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -571356.250000 Penalty: 4329.540039
	Iteration 34Q: 3 clusters Score -571356.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -571385.312500 Penalty: 4329.540039
	Iteration 35Q: 3 clusters Score -571385.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -571404.437500 Penalty: 4329.540039
	Iteration 36Q: 3 clusters Score -571404.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -571422.000000 Penalty: 4329.540039
	Iteration 37Q: 3 clusters Score -571422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -571437.375000 Penalty: 4329.540039
	Iteration 38Q: 3 clusters Score -571437.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -571453.875000 Penalty: 4329.540039
	Iteration 39Q: 3 clusters Score -571453.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -571470.000000 Penalty: 4329.540039
	Iteration 40F: 3 clusters Score -571470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -571474.562500 Penalty: 4329.540039
	Iteration 41Q: 3 clusters Score -571474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -571484.062500 Penalty: 4329.540039
	Iteration 42Q: 3 clusters Score -571484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -571492.000000 Penalty: 4329.540039
	Iteration 43Q: 3 clusters Score -571492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -571499.437500 Penalty: 4329.540039
	Iteration 44Q: 3 clusters Score -571499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -571502.750000 Penalty: 4329.540039
	Iteration 45Q: 3 clusters Score -571502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -571505.812500 Penalty: 4329.540039
	Iteration 46Q: 3 clusters Score -571505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -571506.375000 Penalty: 4329.540039
	Iteration 47Q: 3 clusters Score -571506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -571506.375000 Penalty: 4329.540039
	Iteration 48F: 3 clusters Score -571506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23659.703125 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -23659.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22487.613281 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -22487.61 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22767.207031 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -22767.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22863.232422 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -22863.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22922.199219 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -22922.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22945.375000 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -22945.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22958.087891 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -22958.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22964.611328 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -22964.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22974.326172 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -22974.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23006.365234 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -23006.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23036.177734 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -23036.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23142.380859 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -23142.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23206.537109 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -23206.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23226.980469 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -23226.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23242.978516 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -23242.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23244.646484 Penalty: 2948.928711
	Iteration 14Q: 3 clusters Score -23244.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23246.246094 Penalty: 2948.928711
	Iteration 15Q: 3 clusters Score -23246.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23246.595703 Penalty: 2948.928711
	Iteration 16F: 3 clusters Score -23246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23253.261719 Penalty: 2948.928711
	Iteration 17Q: 3 clusters Score -23253.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23255.796875 Penalty: 2948.928711
	Iteration 18Q: 3 clusters Score -23255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23257.509766 Penalty: 2948.928711
	Iteration 19Q: 3 clusters Score -23257.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23257.509766 Penalty: 2948.928711
	Iteration 20F: 3 clusters Score -23257.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Entering Unmasked Estep 
Score: -956838.375000 Penalty: 2304.556152
	Iteration 0F: 2 clusters Score -956838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -948681.125000 Penalty: 4609.112305
	Iteration 0F: 3 clusters Score -948681.1 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -951074.937500 Penalty: 4609.112305
	Iteration 1F: 3 clusters Score -951074.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -951427.125000 Penalty: 4609.112305
	Iteration 2F: 3 clusters Score -951427.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -951736.937500 Penalty: 4609.112305
	Iteration 3F: 3 clusters Score -951736.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -952002.812500 Penalty: 4609.112305
	Iteration 4Q: 3 clusters Score -952002.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -952220.375000 Penalty: 4609.112305
	Iteration 5Q: 3 clusters Score -952220.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -952403.000000 Penalty: 4609.112305
	Iteration 6Q: 3 clusters Score -952403 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -952594.750000 Penalty: 4609.112305
	Iteration 7Q: 3 clusters Score -952594.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -952787.312500 Penalty: 4609.112305
	Iteration 8Q: 3 clusters Score -952787.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -952957.312500 Penalty: 4609.112305
	Iteration 9Q: 3 clusters Score -952957.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -953114.187500 Penalty: 4609.112305
	Iteration 10Q: 3 clusters Score -953114.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -953263.875000 Penalty: 4609.112305
	Iteration 11Q: 3 clusters Score -953263.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -953430.562500 Penalty: 4609.112305
	Iteration 12Q: 3 clusters Score -953430.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -953600.812500 Penalty: 4609.112305
	Iteration 13Q: 3 clusters Score -953600.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -953737.937500 Penalty: 4609.112305
	Iteration 14Q: 3 clusters Score -953737.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -953848.750000 Penalty: 4609.112305
	Iteration 15Q: 3 clusters Score -953848.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -953944.125000 Penalty: 4609.112305
	Iteration 16Q: 3 clusters Score -953944.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -954027.875000 Penalty: 4609.112305
	Iteration 17Q: 3 clusters Score -954027.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -954114.625000 Penalty: 4609.112305
	Iteration 18Q: 3 clusters Score -954114.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -954177.437500 Penalty: 4609.112305
	Iteration 19Q: 3 clusters Score -954177.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -954249.562500 Penalty: 4609.112305
	Iteration 20F: 3 clusters Score -954249.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -954302.125000 Penalty: 4609.112305
	Iteration 21Q: 3 clusters Score -954302.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -954343.125000 Penalty: 4609.112305
	Iteration 22Q: 3 clusters Score -954343.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -954375.250000 Penalty: 4609.112305
	Iteration 23Q: 3 clusters Score -954375.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -954403.562500 Penalty: 4609.112305
	Iteration 24Q: 3 clusters Score -954403.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -954431.875000 Penalty: 4609.112305
	Iteration 25Q: 3 clusters Score -954431.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -954457.062500 Penalty: 4609.112305
	Iteration 26Q: 3 clusters Score -954457.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -954476.875000 Penalty: 4609.112305
	Iteration 27Q: 3 clusters Score -954476.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -954496.125000 Penalty: 4609.112305
	Iteration 28Q: 3 clusters Score -954496.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -954508.500000 Penalty: 4609.112305
	Iteration 29Q: 3 clusters Score -954508.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -954523.687500 Penalty: 4609.112305
	Iteration 30Q: 3 clusters Score -954523.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -954534.937500 Penalty: 4609.112305
	Iteration 31Q: 3 clusters Score -954534.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -954541.812500 Penalty: 4609.112305
	Iteration 32Q: 3 clusters Score -954541.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -954553.937500 Penalty: 4609.112305
	Iteration 33Q: 3 clusters Score -954553.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -954567.375000 Penalty: 4609.112305
	Iteration 34Q: 3 clusters Score -954567.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -954583.250000 Penalty: 4609.112305
	Iteration 35Q: 3 clusters Score -954583.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -954597.000000 Penalty: 4609.112305
	Iteration 36Q: 3 clusters Score -954597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -954609.250000 Penalty: 4609.112305
	Iteration 37Q: 3 clusters Score -954609.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -954618.250000 Penalty: 4609.112305
	Iteration 38Q: 3 clusters Score -954618.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -954626.562500 Penalty: 4609.112305
	Iteration 39Q: 3 clusters Score -954626.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -954634.687500 Penalty: 4609.112305
	Iteration 40F: 3 clusters Score -954634.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -954642.875000 Penalty: 4609.112305
	Iteration 41Q: 3 clusters Score -954642.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -954648.625000 Penalty: 4609.112305
	Iteration 42Q: 3 clusters Score -954648.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -954651.250000 Penalty: 4609.112305
	Iteration 43Q: 3 clusters Score -954651.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -954653.500000 Penalty: 4609.112305
	Iteration 44Q: 3 clusters Score -954653.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -954660.812500 Penalty: 4609.112305
	Iteration 45Q: 3 clusters Score -954660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -954667.625000 Penalty: 4609.112305
	Iteration 46Q: 3 clusters Score -954667.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -954678.875000 Penalty: 4609.112305
	Iteration 47Q: 3 clusters Score -954678.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -954686.875000 Penalty: 4609.112305
	Iteration 48Q: 3 clusters Score -954686.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -954692.687500 Penalty: 4609.112305
	Iteration 49Q: 3 clusters Score -954692.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -954697.250000 Penalty: 4609.112305
	Iteration 50Q: 3 clusters Score -954697.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -954700.375000 Penalty: 4609.112305
	Iteration 51Q: 3 clusters Score -954700.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -954703.250000 Penalty: 4609.112305
	Iteration 52Q: 3 clusters Score -954703.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -954705.562500 Penalty: 4609.112305
	Iteration 53Q: 3 clusters Score -954705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -954707.562500 Penalty: 4609.112305
	Iteration 54Q: 3 clusters Score -954707.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -954711.875000 Penalty: 4609.112305
	Iteration 55Q: 3 clusters Score -954711.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -954714.812500 Penalty: 4609.112305
	Iteration 56Q: 3 clusters Score -954714.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -954718.875000 Penalty: 4609.112305
	Iteration 57Q: 3 clusters Score -954718.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -954722.750000 Penalty: 4609.112305
	Iteration 58Q: 3 clusters Score -954722.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -954730.562500 Penalty: 4609.112305
	Iteration 59Q: 3 clusters Score -954730.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -954733.625000 Penalty: 4609.112305
	Iteration 60F: 3 clusters Score -954733.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -954738.062500 Penalty: 4609.112305
	Iteration 61Q: 3 clusters Score -954738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -954737.937500 Penalty: 4609.112305
	Iteration 62Q: 3 clusters Score -954737.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -954740.312500 Penalty: 4609.112305
	Iteration 63Q: 3 clusters Score -954740.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -954742.625000 Penalty: 4609.112305
	Iteration 64Q: 3 clusters Score -954742.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -954745.125000 Penalty: 4609.112305
	Iteration 65Q: 3 clusters Score -954745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -954748.812500 Penalty: 4609.112305
	Iteration 66Q: 3 clusters Score -954748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -954748.187500 Penalty: 4609.112305
	Iteration 67Q: 3 clusters Score -954748.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -954750.375000 Penalty: 4609.112305
	Iteration 68Q: 3 clusters Score -954750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -954752.812500 Penalty: 4609.112305
	Iteration 69Q: 3 clusters Score -954752.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -954755.437500 Penalty: 4609.112305
	Iteration 70Q: 3 clusters Score -954755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -954756.125000 Penalty: 4609.112305
	Iteration 71Q: 3 clusters Score -954756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -954757.312500 Penalty: 4609.112305
	Iteration 72Q: 3 clusters Score -954757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -954760.687500 Penalty: 4609.112305
	Iteration 73Q: 3 clusters Score -954760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -954762.750000 Penalty: 4609.112305
	Iteration 74Q: 3 clusters Score -954762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -954763.437500 Penalty: 4609.112305
	Iteration 75Q: 3 clusters Score -954763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -954766.500000 Penalty: 4609.112305
	Iteration 76Q: 3 clusters Score -954766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -954772.687500 Penalty: 4609.112305
	Iteration 77Q: 3 clusters Score -954772.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -954776.500000 Penalty: 4609.112305
	Iteration 78Q: 3 clusters Score -954776.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -954779.562500 Penalty: 4609.112305
	Iteration 79Q: 3 clusters Score -954779.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -954784.437500 Penalty: 4609.112305
	Iteration 80F: 3 clusters Score -954784.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -954789.125000 Penalty: 4609.112305
	Iteration 81Q: 3 clusters Score -954789.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -954797.125000 Penalty: 4609.112305
	Iteration 82Q: 3 clusters Score -954797.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -954802.375000 Penalty: 4609.112305
	Iteration 83Q: 3 clusters Score -954802.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -954807.625000 Penalty: 4609.112305
	Iteration 84Q: 3 clusters Score -954807.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -954812.125000 Penalty: 4609.112305
	Iteration 85Q: 3 clusters Score -954812.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -954820.687500 Penalty: 4609.112305
	Iteration 86Q: 3 clusters Score -954820.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -954824.437500 Penalty: 4609.112305
	Iteration 87Q: 3 clusters Score -954824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -954827.937500 Penalty: 4609.112305
	Iteration 88Q: 3 clusters Score -954827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -954830.312500 Penalty: 4609.112305
	Iteration 89Q: 3 clusters Score -954830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -954829.625000 Penalty: 4609.112305
	Iteration 90Q: 3 clusters Score -954829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -954832.375000 Penalty: 4609.112305
	Iteration 91Q: 3 clusters Score -954832.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -954836.500000 Penalty: 4609.112305
	Iteration 92Q: 3 clusters Score -954836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -954840.312500 Penalty: 4609.112305
	Iteration 93Q: 3 clusters Score -954840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -954846.375000 Penalty: 4609.112305
	Iteration 94Q: 3 clusters Score -954846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -954847.187500 Penalty: 4609.112305
	Iteration 95Q: 3 clusters Score -954847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -954851.375000 Penalty: 4609.112305
	Iteration 96Q: 3 clusters Score -954851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -954855.625000 Penalty: 4609.112305
	Iteration 97Q: 3 clusters Score -954855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -954855.937500 Penalty: 4609.112305
	Iteration 98Q: 3 clusters Score -954855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -954856.500000 Penalty: 4609.112305
	Iteration 99Q: 3 clusters Score -954856.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -954861.375000 Penalty: 4609.112305
	Iteration 100F: 3 clusters Score -954861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -954862.125000 Penalty: 4609.112305
	Iteration 101Q: 3 clusters Score -954862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -954866.437500 Penalty: 4609.112305
	Iteration 102Q: 3 clusters Score -954866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -954866.750000 Penalty: 4609.112305
	Iteration 103Q: 3 clusters Score -954866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -954867.562500 Penalty: 4609.112305
	Iteration 104Q: 3 clusters Score -954867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -954866.500000 Penalty: 4609.112305
	Iteration 105Q: 3 clusters Score -954866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -954868.500000 Penalty: 4609.112305
	Iteration 106Q: 3 clusters Score -954868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -954868.750000 Penalty: 4609.112305
	Iteration 107Q: 3 clusters Score -954868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -954869.875000 Penalty: 4609.112305
	Iteration 108Q: 3 clusters Score -954869.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -954872.125000 Penalty: 4609.112305
	Iteration 109Q: 3 clusters Score -954872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -954872.687500 Penalty: 4609.112305
	Iteration 110Q: 3 clusters Score -954872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -954871.062500 Penalty: 4609.112305
	Iteration 111Q: 3 clusters Score -954871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -954871.187500 Penalty: 4609.112305
	Iteration 112Q: 3 clusters Score -954871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -954873.062500 Penalty: 4609.112305
	Iteration 113Q: 3 clusters Score -954873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -954873.687500 Penalty: 4609.112305
	Iteration 114Q: 3 clusters Score -954873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -954874.625000 Penalty: 4609.112305
	Iteration 115Q: 3 clusters Score -954874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -954875.750000 Penalty: 4609.112305
	Iteration 116Q: 3 clusters Score -954875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -954879.312500 Penalty: 4609.112305
	Iteration 117Q: 3 clusters Score -954879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -954877.750000 Penalty: 4609.112305
	Iteration 118Q: 3 clusters Score -954877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -954878.375000 Penalty: 4609.112305
	Iteration 119Q: 3 clusters Score -954878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -954878.375000 Penalty: 4609.112305
	Iteration 120F: 3 clusters Score -954878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 83855 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139553 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9481 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622896.000000 Penalty: 92847.609375
Iteration 159Q: 28 clusters Score -9.36229e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 83881 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139525 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 19 contains 32840 members 
Mstep: Class 20 contains 438162 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6175 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622936.000000 Penalty: 92847.609375
Iteration 160F: 28 clusters Score -9.362294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 83898 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139504 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9488 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164747 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438162 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17160 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622976.000000 Penalty: 92847.609375
Iteration 161Q: 28 clusters Score -9.362298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25203 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 83914 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139484 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9491 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164747 members 
Mstep: Class 19 contains 32843 members 
Mstep: Class 20 contains 438162 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6170 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622968.000000 Penalty: 92847.609375
Iteration 162Q: 28 clusters Score -9.362297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25203 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 83928 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139472 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9493 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164750 members 
Mstep: Class 19 contains 32841 members 
Mstep: Class 20 contains 438161 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6165 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623032.000000 Penalty: 92847.609375
Iteration 163Q: 28 clusters Score -9.362303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 83942 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139460 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9496 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164748 members 
Mstep: Class 19 contains 32838 members 
Mstep: Class 20 contains 438161 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622992.000000 Penalty: 92847.609375
Iteration 164Q: 28 clusters Score -9.362299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25205 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 83957 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139443 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9498 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164748 members 
Mstep: Class 19 contains 32834 members 
Mstep: Class 20 contains 438161 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30964 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623008.000000 Penalty: 92847.609375
Iteration 165Q: 28 clusters Score -9.362301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25205 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 83968 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139427 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164750 members 
Mstep: Class 19 contains 32834 members 
Mstep: Class 20 contains 438161 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30965 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623008.000000 Penalty: 92847.609375
Iteration 166Q: 28 clusters Score -9.362301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 83984 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139410 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164750 members 
Mstep: Class 19 contains 32835 members 
Mstep: Class 20 contains 438161 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623072.000000 Penalty: 92847.609375
Iteration 167Q: 28 clusters Score -9.362307e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 84003 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139388 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9496 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164751 members 
Mstep: Class 19 contains 32837 members 
Mstep: Class 20 contains 438162 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622984.000000 Penalty: 92847.609375
Iteration 168Q: 28 clusters Score -9.362298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 84023 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139363 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164753 members 
Mstep: Class 19 contains 32838 members 
Mstep: Class 20 contains 438162 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 17166 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622976.000000 Penalty: 92847.609375
Iteration 169Q: 28 clusters Score -9.362298e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25204 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 84045 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139332 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9496 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164756 members 
Mstep: Class 19 contains 32842 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623056.000000 Penalty: 92847.609375
Iteration 170Q: 28 clusters Score -9.362306e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25203 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 84071 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139292 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9497 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164756 members 
Mstep: Class 19 contains 32855 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 30967 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623008.000000 Penalty: 92847.609375
Iteration 171Q: 28 clusters Score -9.362301e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25205 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 84093 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139254 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164755 members 
Mstep: Class 19 contains 32866 members 
Mstep: Class 20 contains 438164 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 17166 members 
Mstep: Class 23 contains 30968 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623000.000000 Penalty: 92847.609375
Iteration 172Q: 28 clusters Score -9.3623e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25207 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 84115 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139216 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164758 members 
Mstep: Class 19 contains 32875 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 30969 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622952.000000 Penalty: 92847.609375
Iteration 173Q: 28 clusters Score -9.362295e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25209 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 84151 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139167 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164757 members 
Mstep: Class 19 contains 32885 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 30969 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622952.000000 Penalty: 92847.609375
Iteration 174Q: 28 clusters Score -9.362295e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25209 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84186 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139125 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9501 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164755 members 
Mstep: Class 19 contains 32897 members 
Mstep: Class 20 contains 438164 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17166 members 
Mstep: Class 23 contains 30968 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623000.000000 Penalty: 92847.609375
Iteration 175Q: 28 clusters Score -9.3623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25210 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84212 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139090 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164755 members 
Mstep: Class 19 contains 32906 members 
Mstep: Class 20 contains 438164 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17166 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622992.000000 Penalty: 92847.609375
Iteration 176Q: 28 clusters Score -9.362299e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25211 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84240 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 139044 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9507 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164759 members 
Mstep: Class 19 contains 32911 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17169 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623024.000000 Penalty: 92847.609375
Iteration 177Q: 28 clusters Score -9.362302e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25212 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84276 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138999 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9507 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164765 members 
Mstep: Class 19 contains 32915 members 
Mstep: Class 20 contains 438162 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 30965 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622976.000000 Penalty: 92847.609375
Iteration 178Q: 28 clusters Score -9.362298e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25212 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84312 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138957 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9508 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164763 members 
Mstep: Class 19 contains 32926 members 
Mstep: Class 20 contains 438162 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 30965 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622984.000000 Penalty: 92847.609375
Iteration 179Q: 28 clusters Score -9.362298e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25212 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84337 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138923 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164765 members 
Mstep: Class 19 contains 32930 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622976.000000 Penalty: 92847.609375
Iteration 180F: 28 clusters Score -9.362298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25210 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84367 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138886 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164766 members 
Mstep: Class 19 contains 32937 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17167 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623000.000000 Penalty: 92847.609375
Iteration 181Q: 28 clusters Score -9.3623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25210 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138853 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164771 members 
Mstep: Class 19 contains 32929 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 30968 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622992.000000 Penalty: 92847.609375
Iteration 182Q: 28 clusters Score -9.362299e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25213 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84427 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138829 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164769 members 
Mstep: Class 19 contains 32926 members 
Mstep: Class 20 contains 438163 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17166 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623000.000000 Penalty: 92847.609375
Iteration 183Q: 28 clusters Score -9.3623e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25214 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84449 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138806 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164770 members 
Mstep: Class 19 contains 32928 members 
Mstep: Class 20 contains 438160 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 30973 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622960.000000 Penalty: 92847.609375
Iteration 184Q: 28 clusters Score -9.362296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25216 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84468 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138783 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164773 members 
Mstep: Class 19 contains 32931 members 
Mstep: Class 20 contains 438159 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622960.000000 Penalty: 92847.609375
Iteration 185Q: 28 clusters Score -9.362296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25217 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84486 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138753 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9508 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164775 members 
Mstep: Class 19 contains 32938 members 
Mstep: Class 20 contains 438160 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 30969 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622976.000000 Penalty: 92847.609375
Iteration 186Q: 28 clusters Score -9.362298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25218 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84500 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138734 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9507 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164777 members 
Mstep: Class 19 contains 32939 members 
Mstep: Class 20 contains 438159 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17167 members 
Mstep: Class 23 contains 30969 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622936.000000 Penalty: 92847.609375
Iteration 187Q: 28 clusters Score -9.362294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25218 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84513 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138719 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9507 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164776 members 
Mstep: Class 19 contains 32942 members 
Mstep: Class 20 contains 438159 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17167 members 
Mstep: Class 23 contains 30969 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622896.000000 Penalty: 92847.609375
Iteration 188Q: 28 clusters Score -9.36229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25219 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84521 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138707 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9508 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164779 members 
Mstep: Class 19 contains 32945 members 
Mstep: Class 20 contains 438159 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17166 members 
Mstep: Class 23 contains 30968 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622872.000000 Penalty: 92847.609375
Iteration 189Q: 28 clusters Score -9.362287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84535 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138692 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9508 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164780 members 
Mstep: Class 19 contains 32947 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 30969 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622936.000000 Penalty: 92847.609375
Iteration 190Q: 28 clusters Score -9.362294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84546 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138676 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164780 members 
Mstep: Class 19 contains 32951 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 30969 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622904.000000 Penalty: 92847.609375
Iteration 191Q: 28 clusters Score -9.36229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25222 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84555 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138667 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164780 members 
Mstep: Class 19 contains 32951 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 30968 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622888.000000 Penalty: 92847.609375
Iteration 192Q: 28 clusters Score -9.362289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84566 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138657 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164782 members 
Mstep: Class 19 contains 32950 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 30967 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622880.000000 Penalty: 92847.609375
Iteration 193Q: 28 clusters Score -9.362288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84574 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138644 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164786 members 
Mstep: Class 19 contains 32953 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622872.000000 Penalty: 92847.609375
Iteration 194Q: 28 clusters Score -9.362287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84584 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138629 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 164787 members 
Mstep: Class 19 contains 32956 members 
Mstep: Class 20 contains 438158 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30968 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622840.000000 Penalty: 92847.609375
Iteration 195Q: 28 clusters Score -9.362284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84593 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138611 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164790 members 
Mstep: Class 19 contains 32961 members 
Mstep: Class 20 contains 438158 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30967 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622824.000000 Penalty: 92847.609375
Iteration 196Q: 28 clusters Score -9.362282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84607 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138599 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164790 members 
Mstep: Class 19 contains 32962 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30965 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622840.000000 Penalty: 92847.609375
Iteration 197Q: 28 clusters Score -9.362284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84623 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138582 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164793 members 
Mstep: Class 19 contains 32962 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17164 members 
Mstep: Class 23 contains 30964 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622936.000000 Penalty: 92847.609375
Iteration 198Q: 28 clusters Score -9.362294e+07 nChanged 25
Entering ConstructFrom: 
Score: -93622936.000000 Penalty: 92847.609375
Entering ConstructFrom: 
Trying to split cluster 1 (19322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Entering Unmasked Estep 
Score: -1664465.625000 Penalty: 2447.511963
	Iteration 0F: 2 clusters Score -1664466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1650768.000000 Penalty: 4895.023926
	Iteration 0F: 3 clusters Score -1650768 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1655617.000000 Penalty: 4895.023926
	Iteration 1F: 3 clusters Score -1655617 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1656406.250000 Penalty: 4895.023926
	Iteration 2F: 3 clusters Score -1656406 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1657387.875000 Penalty: 4895.023926
	Iteration 3F: 3 clusters Score -1657388 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1658421.375000 Penalty: 4895.023926
	Iteration 4F: 3 clusters Score -1658421 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1659386.125000 Penalty: 4895.023926
	Iteration 5F: 3 clusters Score -1659386 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1660059.750000 Penalty: 4895.023926
	Iteration 6F: 3 clusters Score -1660060 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1660529.625000 Penalty: 4895.023926
	Iteration 7Q: 3 clusters Score -1660530 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1660828.750000 Penalty: 4895.023926
	Iteration 8Q: 3 clusters Score -1660829 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1661060.250000 Penalty: 4895.023926
	Iteration 9Q: 3 clusters Score -1661060 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1661251.625000 Penalty: 4895.023926
	Iteration 10Q: 3 clusters Score -1661252 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1661450.125000 Penalty: 4895.023926
	Iteration 11Q: 3 clusters Score -1661450 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1661588.625000 Penalty: 4895.023926
	Iteration 12Q: 3 clusters Score -1661589 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1661711.875000 Penalty: 4895.023926
	Iteration 13Q: 3 clusters Score -1661712 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1661803.500000 Penalty: 4895.023926
	Iteration 14Q: 3 clusters Score -1661804 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1661896.750000 Penalty: 4895.023926
	Iteration 15Q: 3 clusters Score -1661897 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1661975.375000 Penalty: 4895.023926
	Iteration 16Q: 3 clusters Score -1661975 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1662037.375000 Penalty: 4895.023926
	Iteration 17Q: 3 clusters Score -1662037 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1662094.125000 Penalty: 4895.023926
	Iteration 18Q: 3 clusters Score -1662094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1662153.375000 Penalty: 4895.023926
	Iteration 19Q: 3 clusters Score -1662153 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1662202.000000 Penalty: 4895.023926
	Iteration 20F: 3 clusters Score -1662202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1662267.000000 Penalty: 4895.023926
	Iteration 21Q: 3 clusters Score -1662267 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1662314.875000 Penalty: 4895.023926
	Iteration 22Q: 3 clusters Score -1662315 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1662373.000000 Penalty: 4895.023926
	Iteration 23Q: 3 clusters Score -1662373 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1662418.500000 Penalty: 4895.023926
	Iteration 24Q: 3 clusters Score -1662418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1662449.375000 Penalty: 4895.023926
	Iteration 25Q: 3 clusters Score -1662449 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1662492.000000 Penalty: 4895.023926
	Iteration 26Q: 3 clusters Score -1662492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1662526.000000 Penalty: 4895.023926
	Iteration 27Q: 3 clusters Score -1662526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1662553.625000 Penalty: 4895.023926
	Iteration 28Q: 3 clusters Score -1662554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1662590.250000 Penalty: 4895.023926
	Iteration 29Q: 3 clusters Score -1662590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1662628.875000 Penalty: 4895.023926
	Iteration 30Q: 3 clusters Score -1662629 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1662667.000000 Penalty: 4895.023926
	Iteration 31Q: 3 clusters Score -1662667 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1662708.500000 Penalty: 4895.023926
	Iteration 32Q: 3 clusters Score -1662708 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1662739.375000 Penalty: 4895.023926
	Iteration 33Q: 3 clusters Score -1662739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1662766.250000 Penalty: 4895.023926
	Iteration 34Q: 3 clusters Score -1662766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1662797.625000 Penalty: 4895.023926
	Iteration 35Q: 3 clusters Score -1662798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1662827.250000 Penalty: 4895.023926
	Iteration 36Q: 3 clusters Score -1662827 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1662863.000000 Penalty: 4895.023926
	Iteration 37Q: 3 clusters Score -1662863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1662880.000000 Penalty: 4895.023926
	Iteration 38Q: 3 clusters Score -1662880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1662904.500000 Penalty: 4895.023926
	Iteration 39Q: 3 clusters Score -1662904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1662931.750000 Penalty: 4895.023926
	Iteration 40F: 3 clusters Score -1662932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1662948.000000 Penalty: 4895.023926
	Iteration 41Q: 3 clusters Score -1662948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1662970.875000 Penalty: 4895.023926
	Iteration 42Q: 3 clusters Score -1662971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1662988.500000 Penalty: 4895.023926
	Iteration 43Q: 3 clusters Score -1662988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1663003.625000 Penalty: 4895.023926
	Iteration 44Q: 3 clusters Score -1663004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1663017.000000 Penalty: 4895.023926
	Iteration 45Q: 3 clusters Score -1663017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1663022.625000 Penalty: 4895.023926
	Iteration 46Q: 3 clusters Score -1663023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1663023.375000 Penalty: 4895.023926
	Iteration 47Q: 3 clusters Score -1663023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1663027.375000 Penalty: 4895.023926
	Iteration 48Q: 3 clusters Score -1663027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1663030.625000 Penalty: 4895.023926
	Iteration 49Q: 3 clusters Score -1663031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1663029.750000 Penalty: 4895.023926
	Iteration 50Q: 3 clusters Score -1663030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1663034.375000 Penalty: 4895.023926
	Iteration 51Q: 3 clusters Score -1663034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1663035.625000 Penalty: 4895.023926
	Iteration 52Q: 3 clusters Score -1663036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1663036.750000 Penalty: 4895.023926
	Iteration 53Q: 3 clusters Score -1663037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1663035.875000 Penalty: 4895.023926
	Iteration 54Q: 3 clusters Score -1663036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1663037.625000 Penalty: 4895.023926
	Iteration 55Q: 3 clusters Score -1663038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1663038.500000 Penalty: 4895.023926
	Iteration 56Q: 3 clusters Score -1663038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1663037.375000 Penalty: 4895.023926
	Iteration 57Q: 3 clusters Score -1663037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1663040.875000 Penalty: 4895.023926
	Iteration 58Q: 3 clusters Score -1663041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1663039.500000 Penalty: 4895.023926
	Iteration 59Q: 3 clusters Score -1663040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1663039.000000 Penalty: 4895.023926
	Iteration 60F: 3 clusters Score -1663039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1663041.750000 Penalty: 4895.023926
	Iteration 61Q: 3 clusters Score -1663042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1663041.875000 Penalty: 4895.023926
	Iteration 62Q: 3 clusters Score -1663042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1663041.875000 Penalty: 4895.023926
	Iteration 63F: 3 clusters Score -1663042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -29589.925781 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -29589.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28207.712891 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -28207.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28352.283203 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -28352.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28379.958984 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -28379.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28389.462891 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -28389.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28398.966797 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -28398.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28401.871094 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -28401.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28401.871094 Penalty: 2929.059326
	Iteration 6F: 3 clusters Score -28401.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -121109.656250 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -121109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -118828.609375 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -118828.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119283.179688 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -119283.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -119493.351562 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -119493.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -119635.320312 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -119635.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119795.242188 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -119795.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119989.265625 Penalty: 3625.369141
	Iteration 5F: 3 clusters Score -119989.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -120197.328125 Penalty: 3625.369141
	Iteration 6F: 3 clusters Score -120197.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120472.742188 Penalty: 3625.369141
	Iteration 7F: 3 clusters Score -120472.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120950.937500 Penalty: 3625.369141
	Iteration 8F: 3 clusters Score -120950.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -121184.031250 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -121184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121253.226562 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -121253.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121289.031250 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -121289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -121321.085938 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -121321.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121345.656250 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -121345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121353.179688 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -121353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121365.929688 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -121365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121381.132812 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -121381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121397.757812 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -121397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -121420.265625 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -121420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -121429.132812 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -121429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -121436.796875 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -121436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121440.015625 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -121440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -121442.796875 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -121442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -121442.796875 Penalty: 3625.369141
	Iteration 23F: 3 clusters Score -121442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84641 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138563 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164796 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 473 members 
Entering Unmasked Estep 
Score: -93621320.000000 Penalty: 96286.414062
Splitting cluster 3 changes total score from -93622936.000000 to -93621320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Entering Unmasked Estep 
Score: -1128783.125000 Penalty: 2341.617676
	Iteration 0F: 2 clusters Score -1128783 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 6279 members 
Entering Unmasked Estep 
Score: -1119467.000000 Penalty: 4683.235352
	Iteration 0F: 3 clusters Score -1119467 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1122339.375000 Penalty: 4683.235352
	Iteration 1F: 3 clusters Score -1122339 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1122718.500000 Penalty: 4683.235352
	Iteration 2F: 3 clusters Score -1122718 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1123044.625000 Penalty: 4683.235352
	Iteration 3Q: 3 clusters Score -1123045 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1123331.250000 Penalty: 4683.235352
	Iteration 4Q: 3 clusters Score -1123331 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1123577.875000 Penalty: 4683.235352
	Iteration 5Q: 3 clusters Score -1123578 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1123829.375000 Penalty: 4683.235352
	Iteration 6Q: 3 clusters Score -1123829 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1124137.750000 Penalty: 4683.235352
	Iteration 7Q: 3 clusters Score -1124138 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1124487.625000 Penalty: 4683.235352
	Iteration 8Q: 3 clusters Score -1124488 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1124846.625000 Penalty: 4683.235352
	Iteration 9Q: 3 clusters Score -1124847 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1125212.250000 Penalty: 4683.235352
	Iteration 10Q: 3 clusters Score -1125212 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1125540.750000 Penalty: 4683.235352
	Iteration 11Q: 3 clusters Score -1125541 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1125811.875000 Penalty: 4683.235352
	Iteration 12Q: 3 clusters Score -1125812 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1126025.000000 Penalty: 4683.235352
	Iteration 13Q: 3 clusters Score -1126025 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1126207.000000 Penalty: 4683.235352
	Iteration 14Q: 3 clusters Score -1126207 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1126384.500000 Penalty: 4683.235352
	Iteration 15Q: 3 clusters Score -1126384 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1126557.750000 Penalty: 4683.235352
	Iteration 16Q: 3 clusters Score -1126558 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1126719.250000 Penalty: 4683.235352
	Iteration 17Q: 3 clusters Score -1126719 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1126874.500000 Penalty: 4683.235352
	Iteration 18Q: 3 clusters Score -1126874 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1127016.625000 Penalty: 4683.235352
	Iteration 19Q: 3 clusters Score -1127017 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1127126.750000 Penalty: 4683.235352
	Iteration 20F: 3 clusters Score -1127127 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1127204.875000 Penalty: 4683.235352
	Iteration 21Q: 3 clusters Score -1127205 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1127269.750000 Penalty: 4683.235352
	Iteration 22Q: 3 clusters Score -1127270 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1127318.625000 Penalty: 4683.235352
	Iteration 23Q: 3 clusters Score -1127319 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1127366.375000 Penalty: 4683.235352
	Iteration 24Q: 3 clusters Score -1127366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1127413.125000 Penalty: 4683.235352
	Iteration 25Q: 3 clusters Score -1127413 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1127445.125000 Penalty: 4683.235352
	Iteration 26Q: 3 clusters Score -1127445 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1127469.500000 Penalty: 4683.235352
	Iteration 27Q: 3 clusters Score -1127470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1127495.375000 Penalty: 4683.235352
	Iteration 28Q: 3 clusters Score -1127495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1127509.875000 Penalty: 4683.235352
	Iteration 29Q: 3 clusters Score -1127510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1127521.625000 Penalty: 4683.235352
	Iteration 30Q: 3 clusters Score -1127522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1127535.000000 Penalty: 4683.235352
	Iteration 31Q: 3 clusters Score -1127535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1127541.875000 Penalty: 4683.235352
	Iteration 32Q: 3 clusters Score -1127542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1127554.500000 Penalty: 4683.235352
	Iteration 33Q: 3 clusters Score -1127554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1127563.375000 Penalty: 4683.235352
	Iteration 34Q: 3 clusters Score -1127563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1127570.000000 Penalty: 4683.235352
	Iteration 35Q: 3 clusters Score -1127570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1127577.250000 Penalty: 4683.235352
	Iteration 36Q: 3 clusters Score -1127577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1127582.250000 Penalty: 4683.235352
	Iteration 37Q: 3 clusters Score -1127582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1127582.250000 Penalty: 4683.235352
	Iteration 38Q: 3 clusters Score -1127582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1127590.625000 Penalty: 4683.235352
	Iteration 39Q: 3 clusters Score -1127591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1127597.500000 Penalty: 4683.235352
	Iteration 40F: 3 clusters Score -1127598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1127604.500000 Penalty: 4683.235352
	Iteration 41Q: 3 clusters Score -1127604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1127613.375000 Penalty: 4683.235352
	Iteration 42Q: 3 clusters Score -1127613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1127621.750000 Penalty: 4683.235352
	Iteration 43Q: 3 clusters Score -1127622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1127626.375000 Penalty: 4683.235352
	Iteration 44Q: 3 clusters Score -1127626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1127628.250000 Penalty: 4683.235352
	Iteration 45Q: 3 clusters Score -1127628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1127634.625000 Penalty: 4683.235352
	Iteration 46Q: 3 clusters Score -1127635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1127633.625000 Penalty: 4683.235352
	Iteration 47Q: 3 clusters Score -1127634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1127632.750000 Penalty: 4683.235352
	Iteration 48Q: 3 clusters Score -1127633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1127635.875000 Penalty: 4683.235352
	Iteration 49Q: 3 clusters Score -1127636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1127637.125000 Penalty: 4683.235352
	Iteration 50Q: 3 clusters Score -1127637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1127638.125000 Penalty: 4683.235352
	Iteration 51Q: 3 clusters Score -1127638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1127643.625000 Penalty: 4683.235352
	Iteration 52Q: 3 clusters Score -1127644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1127642.250000 Penalty: 4683.235352
	Iteration 53Q: 3 clusters Score -1127642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1127642.625000 Penalty: 4683.235352
	Iteration 54Q: 3 clusters Score -1127643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1127645.000000 Penalty: 4683.235352
	Iteration 55Q: 3 clusters Score -1127645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1127649.375000 Penalty: 4683.235352
	Iteration 56Q: 3 clusters Score -1127649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1127651.000000 Penalty: 4683.235352
	Iteration 57Q: 3 clusters Score -1127651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1127650.375000 Penalty: 4683.235352
	Iteration 58Q: 3 clusters Score -1127650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1127655.625000 Penalty: 4683.235352
	Iteration 59Q: 3 clusters Score -1127656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1127655.750000 Penalty: 4683.235352
	Iteration 60F: 3 clusters Score -1127656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1127660.625000 Penalty: 4683.235352
	Iteration 61Q: 3 clusters Score -1127661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1127663.250000 Penalty: 4683.235352
	Iteration 62Q: 3 clusters Score -1127663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1127665.250000 Penalty: 4683.235352
	Iteration 63Q: 3 clusters Score -1127665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1127664.000000 Penalty: 4683.235352
	Iteration 64Q: 3 clusters Score -1127664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1127664.875000 Penalty: 4683.235352
	Iteration 65Q: 3 clusters Score -1127665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1127665.125000 Penalty: 4683.235352
	Iteration 66Q: 3 clusters Score -1127665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1127665.125000 Penalty: 4683.235352
	Iteration 67F: 3 clusters Score -1127665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -51934.082031 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -51934.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50372.253906 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -50372.25 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50698.199219 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -50698.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50848.144531 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -50848.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50977.277344 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -50977.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51193.546875 Penalty: 3215.621338
	Iteration 4F: 3 clusters Score -51193.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51500.601562 Penalty: 3215.621338
	Iteration 5F: 3 clusters Score -51500.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51675.074219 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -51675.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51741.972656 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -51741.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51776.636719 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -51776.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51785.640625 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -51785.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51787.261719 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -51787.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51789.796875 Penalty: 3215.621338
	Iteration 11F: 3 clusters Score -51789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51793.808594 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -51793.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51793.808594 Penalty: 3215.621338
	Iteration 13F: 3 clusters Score -51793.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Entering Unmasked Estep 
Score: -2241399.000000 Penalty: 2513.577148
	Iteration 0F: 2 clusters Score -2241399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2223982.750000 Penalty: 5027.154297
	Iteration 0F: 3 clusters Score -2223983 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2230145.750000 Penalty: 5027.154297
	Iteration 1F: 3 clusters Score -2230146 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2230657.250000 Penalty: 5027.154297
	Iteration 2F: 3 clusters Score -2230657 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2231201.500000 Penalty: 5027.154297
	Iteration 3F: 3 clusters Score -2231202 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2231850.250000 Penalty: 5027.154297
	Iteration 4F: 3 clusters Score -2231850 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2232611.000000 Penalty: 5027.154297
	Iteration 5F: 3 clusters Score -2232611 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2233577.500000 Penalty: 5027.154297
	Iteration 6F: 3 clusters Score -2233578 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2234662.000000 Penalty: 5027.154297
	Iteration 7F: 3 clusters Score -2234662 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2235748.750000 Penalty: 5027.154297
	Iteration 8F: 3 clusters Score -2235749 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2236783.000000 Penalty: 5027.154297
	Iteration 9F: 3 clusters Score -2236783 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2237641.250000 Penalty: 5027.154297
	Iteration 10Q: 3 clusters Score -2237641 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2238277.750000 Penalty: 5027.154297
	Iteration 11Q: 3 clusters Score -2238278 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2238682.500000 Penalty: 5027.154297
	Iteration 12Q: 3 clusters Score -2238682 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2238942.500000 Penalty: 5027.154297
	Iteration 13Q: 3 clusters Score -2238942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2239077.500000 Penalty: 5027.154297
	Iteration 14Q: 3 clusters Score -2239078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2239171.000000 Penalty: 5027.154297
	Iteration 15Q: 3 clusters Score -2239171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2239219.750000 Penalty: 5027.154297
	Iteration 16Q: 3 clusters Score -2239220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2239243.500000 Penalty: 5027.154297
	Iteration 17Q: 3 clusters Score -2239244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2239273.750000 Penalty: 5027.154297
	Iteration 18Q: 3 clusters Score -2239274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2239287.250000 Penalty: 5027.154297
	Iteration 19Q: 3 clusters Score -2239287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2239311.250000 Penalty: 5027.154297
	Iteration 20F: 3 clusters Score -2239311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2239317.500000 Penalty: 5027.154297
	Iteration 21Q: 3 clusters Score -2239318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2239322.750000 Penalty: 5027.154297
	Iteration 22Q: 3 clusters Score -2239323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2239327.250000 Penalty: 5027.154297
	Iteration 23Q: 3 clusters Score -2239327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2239331.250000 Penalty: 5027.154297
	Iteration 24Q: 3 clusters Score -2239331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2239331.750000 Penalty: 5027.154297
	Iteration 25Q: 3 clusters Score -2239332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2239335.250000 Penalty: 5027.154297
	Iteration 26Q: 3 clusters Score -2239335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2239336.750000 Penalty: 5027.154297
	Iteration 27Q: 3 clusters Score -2239337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2239336.000000 Penalty: 5027.154297
	Iteration 28Q: 3 clusters Score -2239336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2239341.000000 Penalty: 5027.154297
	Iteration 29Q: 3 clusters Score -2239341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2239343.750000 Penalty: 5027.154297
	Iteration 30Q: 3 clusters Score -2239344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2239343.750000 Penalty: 5027.154297
	Iteration 31F: 3 clusters Score -2239344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -125008.125000 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -125008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122717.570312 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -122717.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -123085.921875 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -123085.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123269.101562 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -123269.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -123446.054688 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -123446.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -123691.710938 Penalty: 3634.579346
	Iteration 4F: 3 clusters Score -123691.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -124063.687500 Penalty: 3634.579346
	Iteration 5F: 3 clusters Score -124063.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -124877.476562 Penalty: 3634.579346
	Iteration 6F: 3 clusters Score -124877.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -125749.523438 Penalty: 3634.579346
	Iteration 7F: 3 clusters Score -125749.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -126284.632812 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -126284.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126378.937500 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -126378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -126397.726562 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -126397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -126416.242188 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -126416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -126416.242188 Penalty: 3634.579346
	Iteration 12F: 3 clusters Score -126416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84641 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138563 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164796 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 808 members 
Entering Unmasked Estep 
Score: -93622528.000000 Penalty: 96286.414062
Splitting cluster 7 changes total score from -93622936.000000 to -93622528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -624195.312500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -624195.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -618251.437500 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -618251.4 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -619813.500000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -619813.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -620063.875000 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -620063.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -620237.625000 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -620237.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -620350.000000 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -620350 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -620425.437500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -620425.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -620481.250000 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -620481.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -620522.875000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -620522.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -620562.875000 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -620562.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -620600.937500 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -620600.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -620642.187500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -620642.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -620685.625000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -620685.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -620721.000000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -620721 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -620756.375000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -620756.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -620782.437500 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -620782.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -620797.187500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -620797.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -620809.937500 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -620809.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -620822.750000 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -620822.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -620837.062500 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -620837.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -620854.125000 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -620854.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -620867.187500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -620867.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -620873.062500 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -620873.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -620881.312500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -620881.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -620892.625000 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -620892.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -620902.062500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -620902.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -620917.125000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -620917.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -620935.812500 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -620935.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -620956.062500 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -620956.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -620973.625000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -620973.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -620992.125000 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -620992.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -621012.187500 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -621012.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -621041.875000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -621041.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -621076.875000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -621076.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -621113.187500 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -621113.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -621160.625000 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -621160.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -621215.000000 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -621215 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -621269.125000 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -621269.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -621326.250000 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -621326.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -621388.250000 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -621388.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -621456.562500 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -621456.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -621514.187500 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -621514.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -621576.125000 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -621576.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -621625.125000 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -621625.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -621677.250000 Penalty: 4399.988281
	Iteration 43Q: 3 clusters Score -621677.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -621738.500000 Penalty: 4399.988281
	Iteration 44Q: 3 clusters Score -621738.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -621798.875000 Penalty: 4399.988281
	Iteration 45Q: 3 clusters Score -621798.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -621868.000000 Penalty: 4399.988281
	Iteration 46Q: 3 clusters Score -621868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -621935.625000 Penalty: 4399.988281
	Iteration 47Q: 3 clusters Score -621935.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -621996.562500 Penalty: 4399.988281
	Iteration 48Q: 3 clusters Score -621996.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -622045.812500 Penalty: 4399.988281
	Iteration 49Q: 3 clusters Score -622045.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -622089.375000 Penalty: 4399.988281
	Iteration 50Q: 3 clusters Score -622089.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -622126.187500 Penalty: 4399.988281
	Iteration 51Q: 3 clusters Score -622126.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -622160.625000 Penalty: 4399.988281
	Iteration 52Q: 3 clusters Score -622160.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -622184.187500 Penalty: 4399.988281
	Iteration 53Q: 3 clusters Score -622184.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -622195.687500 Penalty: 4399.988281
	Iteration 54Q: 3 clusters Score -622195.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -622208.125000 Penalty: 4399.988281
	Iteration 55Q: 3 clusters Score -622208.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -622215.562500 Penalty: 4399.988281
	Iteration 56Q: 3 clusters Score -622215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -622219.500000 Penalty: 4399.988281
	Iteration 57Q: 3 clusters Score -622219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -622221.687500 Penalty: 4399.988281
	Iteration 58Q: 3 clusters Score -622221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -622226.187500 Penalty: 4399.988281
	Iteration 59Q: 3 clusters Score -622226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -622228.625000 Penalty: 4399.988281
	Iteration 60F: 3 clusters Score -622228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -622233.875000 Penalty: 4399.988281
	Iteration 61Q: 3 clusters Score -622233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -622241.062500 Penalty: 4399.988281
	Iteration 62Q: 3 clusters Score -622241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -622250.812500 Penalty: 4399.988281
	Iteration 63Q: 3 clusters Score -622250.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -622256.250000 Penalty: 4399.988281
	Iteration 64Q: 3 clusters Score -622256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -622259.625000 Penalty: 4399.988281
	Iteration 65Q: 3 clusters Score -622259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -622261.812500 Penalty: 4399.988281
	Iteration 66Q: 3 clusters Score -622261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -622261.812500 Penalty: 4399.988281
	Iteration 67F: 3 clusters Score -622261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Entering Unmasked Estep 
Score: -7838839.500000 Penalty: 2813.851318
	Iteration 0F: 2 clusters Score -7838840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -7782031.000000 Penalty: 5627.702637
	Iteration 0F: 3 clusters Score -7782031 nChanged 39999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -7804722.000000 Penalty: 5627.702637
	Iteration 1F: 3 clusters Score -7804722 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -7805314.000000 Penalty: 5627.702637
	Iteration 2Q: 3 clusters Score -7805314 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -7806053.000000 Penalty: 5627.702637
	Iteration 3Q: 3 clusters Score -7806053 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -7806735.000000 Penalty: 5627.702637
	Iteration 4Q: 3 clusters Score -7806735 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -7807541.500000 Penalty: 5627.702637
	Iteration 5Q: 3 clusters Score -7807542 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -7808593.500000 Penalty: 5627.702637
	Iteration 6Q: 3 clusters Score -7808594 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -7809882.500000 Penalty: 5627.702637
	Iteration 7Q: 3 clusters Score -7809882 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -7811723.000000 Penalty: 5627.702637
	Iteration 8Q: 3 clusters Score -7811723 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -7814529.000000 Penalty: 5627.702637
	Iteration 9F: 3 clusters Score -7814529 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -7818373.000000 Penalty: 5627.702637
	Iteration 10F: 3 clusters Score -7818373 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -7822556.500000 Penalty: 5627.702637
	Iteration 11F: 3 clusters Score -7822556 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -7825252.500000 Penalty: 5627.702637
	Iteration 12F: 3 clusters Score -7825252 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -7826454.000000 Penalty: 5627.702637
	Iteration 13Q: 3 clusters Score -7826454 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -7827080.500000 Penalty: 5627.702637
	Iteration 14Q: 3 clusters Score -7827080 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -7827599.500000 Penalty: 5627.702637
	Iteration 15Q: 3 clusters Score -7827600 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -7828123.000000 Penalty: 5627.702637
	Iteration 16Q: 3 clusters Score -7828123 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -7828583.000000 Penalty: 5627.702637
	Iteration 17Q: 3 clusters Score -7828583 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -7829051.500000 Penalty: 5627.702637
	Iteration 18Q: 3 clusters Score -7829052 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -7829521.500000 Penalty: 5627.702637
	Iteration 19Q: 3 clusters Score -7829522 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -7829925.000000 Penalty: 5627.702637
	Iteration 20F: 3 clusters Score -7829925 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -7830253.500000 Penalty: 5627.702637
	Iteration 21Q: 3 clusters Score -7830254 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -7830557.500000 Penalty: 5627.702637
	Iteration 22Q: 3 clusters Score -7830558 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -7830828.500000 Penalty: 5627.702637
	Iteration 23Q: 3 clusters Score -7830828 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -7831083.000000 Penalty: 5627.702637
	Iteration 24Q: 3 clusters Score -7831083 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -7831351.500000 Penalty: 5627.702637
	Iteration 25Q: 3 clusters Score -7831352 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -7831592.500000 Penalty: 5627.702637
	Iteration 26Q: 3 clusters Score -7831592 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -7831874.500000 Penalty: 5627.702637
	Iteration 27Q: 3 clusters Score -7831874 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -7832161.000000 Penalty: 5627.702637
	Iteration 28Q: 3 clusters Score -7832161 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -7832426.500000 Penalty: 5627.702637
	Iteration 29Q: 3 clusters Score -7832426 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -7832710.000000 Penalty: 5627.702637
	Iteration 30Q: 3 clusters Score -7832710 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -7832974.000000 Penalty: 5627.702637
	Iteration 31Q: 3 clusters Score -7832974 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -7833232.000000 Penalty: 5627.702637
	Iteration 32Q: 3 clusters Score -7833232 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -7833506.000000 Penalty: 5627.702637
	Iteration 33Q: 3 clusters Score -7833506 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -7833731.500000 Penalty: 5627.702637
	Iteration 34Q: 3 clusters Score -7833732 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -7833976.000000 Penalty: 5627.702637
	Iteration 35Q: 3 clusters Score -7833976 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -7834187.500000 Penalty: 5627.702637
	Iteration 36Q: 3 clusters Score -7834188 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -7834442.500000 Penalty: 5627.702637
	Iteration 37Q: 3 clusters Score -7834442 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -7834668.000000 Penalty: 5627.702637
	Iteration 38Q: 3 clusters Score -7834668 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -7834902.000000 Penalty: 5627.702637
	Iteration 39Q: 3 clusters Score -7834902 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -7835105.500000 Penalty: 5627.702637
	Iteration 40F: 3 clusters Score -7835106 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -7835310.500000 Penalty: 5627.702637
	Iteration 41Q: 3 clusters Score -7835310 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -7835454.500000 Penalty: 5627.702637
	Iteration 42Q: 3 clusters Score -7835454 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -7835616.000000 Penalty: 5627.702637
	Iteration 43Q: 3 clusters Score -7835616 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -7835757.500000 Penalty: 5627.702637
	Iteration 44Q: 3 clusters Score -7835758 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -7835881.000000 Penalty: 5627.702637
	Iteration 45Q: 3 clusters Score -7835881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -7835977.500000 Penalty: 5627.702637
	Iteration 46Q: 3 clusters Score -7835978 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -7836077.500000 Penalty: 5627.702637
	Iteration 47Q: 3 clusters Score -7836078 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -7836129.500000 Penalty: 5627.702637
	Iteration 48Q: 3 clusters Score -7836130 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -7836214.000000 Penalty: 5627.702637
	Iteration 49Q: 3 clusters Score -7836214 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -7836268.000000 Penalty: 5627.702637
	Iteration 50Q: 3 clusters Score -7836268 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -7836326.000000 Penalty: 5627.702637
	Iteration 51Q: 3 clusters Score -7836326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -7836336.500000 Penalty: 5627.702637
	Iteration 52Q: 3 clusters Score -7836336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -7836359.500000 Penalty: 5627.702637
	Iteration 53Q: 3 clusters Score -7836360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -7836379.000000 Penalty: 5627.702637
	Iteration 54Q: 3 clusters Score -7836379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -7836391.500000 Penalty: 5627.702637
	Iteration 55Q: 3 clusters Score -7836392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -7836404.500000 Penalty: 5627.702637
	Iteration 56Q: 3 clusters Score -7836404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -7836425.500000 Penalty: 5627.702637
	Iteration 57Q: 3 clusters Score -7836426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -7836450.000000 Penalty: 5627.702637
	Iteration 58Q: 3 clusters Score -7836450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -7836474.500000 Penalty: 5627.702637
	Iteration 59Q: 3 clusters Score -7836474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -7836480.500000 Penalty: 5627.702637
	Iteration 60F: 3 clusters Score -7836480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -7836488.500000 Penalty: 5627.702637
	Iteration 61Q: 3 clusters Score -7836488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -7836498.000000 Penalty: 5627.702637
	Iteration 62Q: 3 clusters Score -7836498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -7836503.000000 Penalty: 5627.702637
	Iteration 63Q: 3 clusters Score -7836503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -7836507.000000 Penalty: 5627.702637
	Iteration 64Q: 3 clusters Score -7836507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -7836502.500000 Penalty: 5627.702637
	Iteration 65Q: 3 clusters Score -7836502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -7836524.000000 Penalty: 5627.702637
	Iteration 66Q: 3 clusters Score -7836524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -7836518.500000 Penalty: 5627.702637
	Iteration 67Q: 3 clusters Score -7836518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -7836514.000000 Penalty: 5627.702637
	Iteration 68Q: 3 clusters Score -7836514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -7836516.000000 Penalty: 5627.702637
	Iteration 69Q: 3 clusters Score -7836516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -7836515.500000 Penalty: 5627.702637
	Iteration 70Q: 3 clusters Score -7836516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -7836516.500000 Penalty: 5627.702637
	Iteration 71Q: 3 clusters Score -7836516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -7836514.000000 Penalty: 5627.702637
	Iteration 72Q: 3 clusters Score -7836514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -7836525.000000 Penalty: 5627.702637
	Iteration 73Q: 3 clusters Score -7836525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -7836522.000000 Penalty: 5627.702637
	Iteration 74Q: 3 clusters Score -7836522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -7836516.500000 Penalty: 5627.702637
	Iteration 75Q: 3 clusters Score -7836516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -7836517.500000 Penalty: 5627.702637
	Iteration 76Q: 3 clusters Score -7836518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -7836524.500000 Penalty: 5627.702637
	Iteration 77Q: 3 clusters Score -7836524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -7836520.500000 Penalty: 5627.702637
	Iteration 78Q: 3 clusters Score -7836520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -7836530.000000 Penalty: 5627.702637
	Iteration 79Q: 3 clusters Score -7836530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -7836536.500000 Penalty: 5627.702637
	Iteration 80F: 3 clusters Score -7836536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -7836530.000000 Penalty: 5627.702637
	Iteration 81Q: 3 clusters Score -7836530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -7836539.500000 Penalty: 5627.702637
	Iteration 82Q: 3 clusters Score -7836540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -7836553.500000 Penalty: 5627.702637
	Iteration 83Q: 3 clusters Score -7836554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -7836559.500000 Penalty: 5627.702637
	Iteration 84Q: 3 clusters Score -7836560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -7836566.500000 Penalty: 5627.702637
	Iteration 85Q: 3 clusters Score -7836566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -7836556.500000 Penalty: 5627.702637
	Iteration 86Q: 3 clusters Score -7836556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -7836563.500000 Penalty: 5627.702637
	Iteration 87Q: 3 clusters Score -7836564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -7836561.000000 Penalty: 5627.702637
	Iteration 88Q: 3 clusters Score -7836561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -7836560.500000 Penalty: 5627.702637
	Iteration 89Q: 3 clusters Score -7836560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -7836565.000000 Penalty: 5627.702637
	Iteration 90Q: 3 clusters Score -7836565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -7836571.000000 Penalty: 5627.702637
	Iteration 91Q: 3 clusters Score -7836571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -7836576.000000 Penalty: 5627.702637
	Iteration 92Q: 3 clusters Score -7836576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -7836576.000000 Penalty: 5627.702637
	Iteration 93F: 3 clusters Score -7836576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -416880.968750 Penalty: 2086.189697
	Iteration 0F: 2 clusters Score -416881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -412691.250000 Penalty: 4172.379395
	Iteration 0F: 3 clusters Score -412691.2 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -413615.781250 Penalty: 4172.379395
	Iteration 1F: 3 clusters Score -413615.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -413797.500000 Penalty: 4172.379395
	Iteration 2F: 3 clusters Score -413797.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -413908.375000 Penalty: 4172.379395
	Iteration 3Q: 3 clusters Score -413908.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -413969.093750 Penalty: 4172.379395
	Iteration 4Q: 3 clusters Score -413969.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -414003.750000 Penalty: 4172.379395
	Iteration 5Q: 3 clusters Score -414003.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -414038.750000 Penalty: 4172.379395
	Iteration 6Q: 3 clusters Score -414038.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -414065.468750 Penalty: 4172.379395
	Iteration 7Q: 3 clusters Score -414065.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -414084.093750 Penalty: 4172.379395
	Iteration 8Q: 3 clusters Score -414084.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -414098.375000 Penalty: 4172.379395
	Iteration 9Q: 3 clusters Score -414098.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -414112.281250 Penalty: 4172.379395
	Iteration 10Q: 3 clusters Score -414112.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -414119.593750 Penalty: 4172.379395
	Iteration 11Q: 3 clusters Score -414119.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -414128.187500 Penalty: 4172.379395
	Iteration 12Q: 3 clusters Score -414128.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -414138.125000 Penalty: 4172.379395
	Iteration 13Q: 3 clusters Score -414138.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -414149.562500 Penalty: 4172.379395
	Iteration 14Q: 3 clusters Score -414149.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -414158.156250 Penalty: 4172.379395
	Iteration 15Q: 3 clusters Score -414158.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -414164.500000 Penalty: 4172.379395
	Iteration 16Q: 3 clusters Score -414164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -414166.687500 Penalty: 4172.379395
	Iteration 17Q: 3 clusters Score -414166.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -414174.250000 Penalty: 4172.379395
	Iteration 18Q: 3 clusters Score -414174.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -414180.250000 Penalty: 4172.379395
	Iteration 19Q: 3 clusters Score -414180.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -414187.406250 Penalty: 4172.379395
	Iteration 20F: 3 clusters Score -414187.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -414193.375000 Penalty: 4172.379395
	Iteration 21Q: 3 clusters Score -414193.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -414197.375000 Penalty: 4172.379395
	Iteration 22Q: 3 clusters Score -414197.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -414203.000000 Penalty: 4172.379395
	Iteration 23Q: 3 clusters Score -414203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -414209.656250 Penalty: 4172.379395
	Iteration 24Q: 3 clusters Score -414209.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -414219.250000 Penalty: 4172.379395
	Iteration 25Q: 3 clusters Score -414219.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -414227.343750 Penalty: 4172.379395
	Iteration 26Q: 3 clusters Score -414227.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -414232.406250 Penalty: 4172.379395
	Iteration 27Q: 3 clusters Score -414232.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -414239.156250 Penalty: 4172.379395
	Iteration 28Q: 3 clusters Score -414239.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -414242.750000 Penalty: 4172.379395
	Iteration 29Q: 3 clusters Score -414242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -414247.375000 Penalty: 4172.379395
	Iteration 30Q: 3 clusters Score -414247.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -414253.062500 Penalty: 4172.379395
	Iteration 31Q: 3 clusters Score -414253.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -414255.500000 Penalty: 4172.379395
	Iteration 32Q: 3 clusters Score -414255.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -414260.781250 Penalty: 4172.379395
	Iteration 33Q: 3 clusters Score -414260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -414263.187500 Penalty: 4172.379395
	Iteration 34Q: 3 clusters Score -414263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -414264.343750 Penalty: 4172.379395
	Iteration 35Q: 3 clusters Score -414264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -414265.000000 Penalty: 4172.379395
	Iteration 36Q: 3 clusters Score -414265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -414264.843750 Penalty: 4172.379395
	Iteration 37Q: 3 clusters Score -414264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -414267.218750 Penalty: 4172.379395
	Iteration 38Q: 3 clusters Score -414267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -414270.000000 Penalty: 4172.379395
	Iteration 39Q: 3 clusters Score -414270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -414273.218750 Penalty: 4172.379395
	Iteration 40F: 3 clusters Score -414273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -414274.468750 Penalty: 4172.379395
	Iteration 41Q: 3 clusters Score -414274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -414275.156250 Penalty: 4172.379395
	Iteration 42Q: 3 clusters Score -414275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -414275.500000 Penalty: 4172.379395
	Iteration 43Q: 3 clusters Score -414275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -414276.312500 Penalty: 4172.379395
	Iteration 44Q: 3 clusters Score -414276.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -414276.312500 Penalty: 4172.379395
	Iteration 45F: 3 clusters Score -414276.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -119955.664062 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -119955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -117743.367188 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -117743.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -118226.781250 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -118226.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -118425.468750 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -118425.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -118587.781250 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -118587.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -118863.898438 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -118863.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -119178.765625 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -119178.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -119437.085938 Penalty: 3611.908447
	Iteration 6F: 3 clusters Score -119437.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -119684.031250 Penalty: 3611.908447
	Iteration 7F: 3 clusters Score -119684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -119838.187500 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -119838.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -119892.265625 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -119892.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -119945.648438 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -119945.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -119992.843750 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -119992.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -120051.734375 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -120051.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -120162.437500 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -120162.4 nChanged 31
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: -120386.304688 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -120386.3 nChanged 26
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: -120660.460938 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -120660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -120755.914062 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -120755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -120758.039062 Penalty: 3611.908447
	Iteration 17Q: 3 clusters Score -120758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -120758.039062 Penalty: 3611.908447
	Iteration 18F: 3 clusters Score -120758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84641 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 138563 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164796 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 902 members 
Entering Unmasked Estep 
Score: -93621984.000000 Penalty: 96286.414062
Splitting cluster 11 changes total score from -93622936.000000 to -93621984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (138563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138563 members 
Entering Unmasked Estep 
Score: -12680267.000000 Penalty: 2936.092041
	Iteration 0F: 2 clusters Score -1.268027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -12587448.000000 Penalty: 5872.184082
	Iteration 0F: 3 clusters Score -1.258745e+07 nChanged 65884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -12625837.000000 Penalty: 5872.184082
	Iteration 1F: 3 clusters Score -1.262584e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -12626596.000000 Penalty: 5872.184082
	Iteration 2Q: 3 clusters Score -1.26266e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -12627370.000000 Penalty: 5872.184082
	Iteration 3Q: 3 clusters Score -1.262737e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -12628319.000000 Penalty: 5872.184082
	Iteration 4Q: 3 clusters Score -1.262832e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -12629529.000000 Penalty: 5872.184082
	Iteration 5Q: 3 clusters Score -1.262953e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -12631014.000000 Penalty: 5872.184082
	Iteration 6Q: 3 clusters Score -1.263101e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -12633157.000000 Penalty: 5872.184082
	Iteration 7Q: 3 clusters Score -1.263316e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -12636909.000000 Penalty: 5872.184082
	Iteration 8F: 3 clusters Score -1.263691e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -12642451.000000 Penalty: 5872.184082
	Iteration 9F: 3 clusters Score -1.264245e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -12649833.000000 Penalty: 5872.184082
	Iteration 10F: 3 clusters Score -1.264983e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116274 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -12658126.000000 Penalty: 5872.184082
	Iteration 11F: 3 clusters Score -1.265813e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124682 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -12665742.000000 Penalty: 5872.184082
	Iteration 12F: 3 clusters Score -1.266574e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130756 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -12671353.000000 Penalty: 5872.184082
	Iteration 13Q: 3 clusters Score -1.267135e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -12674482.000000 Penalty: 5872.184082
	Iteration 14Q: 3 clusters Score -1.267448e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -12676150.000000 Penalty: 5872.184082
	Iteration 15Q: 3 clusters Score -1.267615e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137238 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12676811.000000 Penalty: 5872.184082
	Iteration 16Q: 3 clusters Score -1.267681e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137671 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12677179.000000 Penalty: 5872.184082
	Iteration 17Q: 3 clusters Score -1.267718e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137889 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12677374.000000 Penalty: 5872.184082
	Iteration 18Q: 3 clusters Score -1.267737e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137994 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12677437.000000 Penalty: 5872.184082
	Iteration 19Q: 3 clusters Score -1.267744e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138050 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12677501.000000 Penalty: 5872.184082
	Iteration 20F: 3 clusters Score -1.26775e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12677546.000000 Penalty: 5872.184082
	Iteration 21Q: 3 clusters Score -1.267755e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138114 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12677590.000000 Penalty: 5872.184082
	Iteration 22Q: 3 clusters Score -1.267759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138134 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12677598.000000 Penalty: 5872.184082
	Iteration 23Q: 3 clusters Score -1.26776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138146 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12677612.000000 Penalty: 5872.184082
	Iteration 24Q: 3 clusters Score -1.267761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12677630.000000 Penalty: 5872.184082
	Iteration 25Q: 3 clusters Score -1.267763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138169 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12677659.000000 Penalty: 5872.184082
	Iteration 26Q: 3 clusters Score -1.267766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138178 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12677662.000000 Penalty: 5872.184082
	Iteration 27Q: 3 clusters Score -1.267766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138184 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12677672.000000 Penalty: 5872.184082
	Iteration 28Q: 3 clusters Score -1.267767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12677677.000000 Penalty: 5872.184082
	Iteration 29Q: 3 clusters Score -1.267768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12677681.000000 Penalty: 5872.184082
	Iteration 30Q: 3 clusters Score -1.267768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12677677.000000 Penalty: 5872.184082
	Iteration 31Q: 3 clusters Score -1.267768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12677677.000000 Penalty: 5872.184082
	Iteration 32F: 3 clusters Score -1.267768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Entering Unmasked Estep 
Score: -3264045.500000 Penalty: 2590.446045
	Iteration 0F: 2 clusters Score -3264046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3240545.250000 Penalty: 5180.892090
	Iteration 0F: 3 clusters Score -3240545 nChanged 15599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3249026.500000 Penalty: 5180.892090
	Iteration 1F: 3 clusters Score -3249026 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3249629.500000 Penalty: 5180.892090
	Iteration 2Q: 3 clusters Score -3249630 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3250332.000000 Penalty: 5180.892090
	Iteration 3Q: 3 clusters Score -3250332 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3251426.500000 Penalty: 5180.892090
	Iteration 4F: 3 clusters Score -3251426 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3253177.000000 Penalty: 5180.892090
	Iteration 5F: 3 clusters Score -3253177 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3255642.250000 Penalty: 5180.892090
	Iteration 6F: 3 clusters Score -3255642 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3258277.750000 Penalty: 5180.892090
	Iteration 7F: 3 clusters Score -3258278 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3260183.500000 Penalty: 5180.892090
	Iteration 8F: 3 clusters Score -3260184 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3261110.500000 Penalty: 5180.892090
	Iteration 9Q: 3 clusters Score -3261110 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3261482.750000 Penalty: 5180.892090
	Iteration 10Q: 3 clusters Score -3261483 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3261654.250000 Penalty: 5180.892090
	Iteration 11Q: 3 clusters Score -3261654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3261738.500000 Penalty: 5180.892090
	Iteration 12Q: 3 clusters Score -3261738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3261779.250000 Penalty: 5180.892090
	Iteration 13Q: 3 clusters Score -3261779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3261800.500000 Penalty: 5180.892090
	Iteration 14Q: 3 clusters Score -3261800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3261819.750000 Penalty: 5180.892090
	Iteration 15Q: 3 clusters Score -3261820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3261827.500000 Penalty: 5180.892090
	Iteration 16Q: 3 clusters Score -3261828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3261830.500000 Penalty: 5180.892090
	Iteration 17Q: 3 clusters Score -3261830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3261834.000000 Penalty: 5180.892090
	Iteration 18Q: 3 clusters Score -3261834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3261837.500000 Penalty: 5180.892090
	Iteration 19Q: 3 clusters Score -3261838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3261838.750000 Penalty: 5180.892090
	Iteration 20F: 3 clusters Score -3261839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3261837.750000 Penalty: 5180.892090
	Iteration 21Q: 3 clusters Score -3261838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3261837.750000 Penalty: 5180.892090
	Iteration 22F: 3 clusters Score -3261838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -26797.449219 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -26797.45 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 182 members 
Entering Unmasked Estep 
Score: -25432.212891 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -25432.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25586.455078 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -25586.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25650.748047 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -25650.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25677.111328 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -25677.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25708.080078 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -25708.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25730.937500 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -25730.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25770.650391 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -25770.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25801.980469 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -25801.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25846.144531 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -25846.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25857.751953 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -25857.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25863.300781 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -25863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25879.220703 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -25879.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25881.992188 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -25881.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25881.992188 Penalty: 2916.744385
	Iteration 13F: 3 clusters Score -25881.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Entering Unmasked Estep 
Score: -810029.312500 Penalty: 2271.704590
	Iteration 0F: 2 clusters Score -810029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -802654.812500 Penalty: 4543.409180
	Iteration 0F: 3 clusters Score -802654.8 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -804806.000000 Penalty: 4543.409180
	Iteration 1F: 3 clusters Score -804806 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -805120.500000 Penalty: 4543.409180
	Iteration 2F: 3 clusters Score -805120.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -805334.000000 Penalty: 4543.409180
	Iteration 3Q: 3 clusters Score -805334 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -805503.812500 Penalty: 4543.409180
	Iteration 4Q: 3 clusters Score -805503.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -805667.000000 Penalty: 4543.409180
	Iteration 5Q: 3 clusters Score -805667 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -805793.937500 Penalty: 4543.409180
	Iteration 6Q: 3 clusters Score -805793.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -805913.562500 Penalty: 4543.409180
	Iteration 7Q: 3 clusters Score -805913.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -806019.687500 Penalty: 4543.409180
	Iteration 8Q: 3 clusters Score -806019.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -806122.000000 Penalty: 4543.409180
	Iteration 9Q: 3 clusters Score -806122 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -806233.562500 Penalty: 4543.409180
	Iteration 10Q: 3 clusters Score -806233.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -806342.312500 Penalty: 4543.409180
	Iteration 11Q: 3 clusters Score -806342.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -806444.875000 Penalty: 4543.409180
	Iteration 12Q: 3 clusters Score -806444.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -806544.875000 Penalty: 4543.409180
	Iteration 13Q: 3 clusters Score -806544.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -806659.312500 Penalty: 4543.409180
	Iteration 14Q: 3 clusters Score -806659.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -806794.687500 Penalty: 4543.409180
	Iteration 15Q: 3 clusters Score -806794.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -806934.437500 Penalty: 4543.409180
	Iteration 16Q: 3 clusters Score -806934.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -807087.875000 Penalty: 4543.409180
	Iteration 17Q: 3 clusters Score -807087.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -807242.125000 Penalty: 4543.409180
	Iteration 18Q: 3 clusters Score -807242.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -807384.562500 Penalty: 4543.409180
	Iteration 19Q: 3 clusters Score -807384.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -807510.812500 Penalty: 4543.409180
	Iteration 20F: 3 clusters Score -807510.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -807606.937500 Penalty: 4543.409180
	Iteration 21Q: 3 clusters Score -807606.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -807693.500000 Penalty: 4543.409180
	Iteration 22Q: 3 clusters Score -807693.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -807787.437500 Penalty: 4543.409180
	Iteration 23Q: 3 clusters Score -807787.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -807871.312500 Penalty: 4543.409180
	Iteration 24Q: 3 clusters Score -807871.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -807923.000000 Penalty: 4543.409180
	Iteration 25Q: 3 clusters Score -807923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -807965.312500 Penalty: 4543.409180
	Iteration 26Q: 3 clusters Score -807965.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -808011.875000 Penalty: 4543.409180
	Iteration 27Q: 3 clusters Score -808011.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -808045.937500 Penalty: 4543.409180
	Iteration 28Q: 3 clusters Score -808045.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -808081.562500 Penalty: 4543.409180
	Iteration 29Q: 3 clusters Score -808081.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -808108.187500 Penalty: 4543.409180
	Iteration 30Q: 3 clusters Score -808108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -808122.812500 Penalty: 4543.409180
	Iteration 31Q: 3 clusters Score -808122.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -808135.937500 Penalty: 4543.409180
	Iteration 32Q: 3 clusters Score -808135.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -808148.875000 Penalty: 4543.409180
	Iteration 33Q: 3 clusters Score -808148.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -808158.125000 Penalty: 4543.409180
	Iteration 34Q: 3 clusters Score -808158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -808165.062500 Penalty: 4543.409180
	Iteration 35Q: 3 clusters Score -808165.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -808170.000000 Penalty: 4543.409180
	Iteration 36Q: 3 clusters Score -808170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -808173.687500 Penalty: 4543.409180
	Iteration 37Q: 3 clusters Score -808173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -808174.562500 Penalty: 4543.409180
	Iteration 38Q: 3 clusters Score -808174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -808175.937500 Penalty: 4543.409180
	Iteration 39Q: 3 clusters Score -808175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -808178.187500 Penalty: 4543.409180
	Iteration 40F: 3 clusters Score -808178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -808179.875000 Penalty: 4543.409180
	Iteration 41Q: 3 clusters Score -808179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -808182.250000 Penalty: 4543.409180
	Iteration 42Q: 3 clusters Score -808182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -808182.500000 Penalty: 4543.409180
	Iteration 43Q: 3 clusters Score -808182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -808184.812500 Penalty: 4543.409180
	Iteration 44Q: 3 clusters Score -808184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -808186.250000 Penalty: 4543.409180
	Iteration 45Q: 3 clusters Score -808186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -808188.250000 Penalty: 4543.409180
	Iteration 46Q: 3 clusters Score -808188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -808190.562500 Penalty: 4543.409180
	Iteration 47Q: 3 clusters Score -808190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -808191.375000 Penalty: 4543.409180
	Iteration 48Q: 3 clusters Score -808191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -808192.937500 Penalty: 4543.409180
	Iteration 49Q: 3 clusters Score -808192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -808195.562500 Penalty: 4543.409180
	Iteration 50Q: 3 clusters Score -808195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -808195.812500 Penalty: 4543.409180
	Iteration 51Q: 3 clusters Score -808195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -808196.500000 Penalty: 4543.409180
	Iteration 52Q: 3 clusters Score -808196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -808196.500000 Penalty: 4543.409180
	Iteration 53F: 3 clusters Score -808196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23716.791016 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23716.79 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 151 members 
Entering Unmasked Estep 
Score: -22437.269531 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22437.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22607.085938 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22607.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22668.773438 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -22668.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22714.951172 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22714.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22751.519531 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22751.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22780.351562 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22780.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22805.724609 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22805.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22805.724609 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -22805.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -208133.625000 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -208133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -205280.250000 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -205280.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -205855.671875 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -205855.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -206024.500000 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -206024.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -206138.093750 Penalty: 3850.880127
	Iteration 3F: 3 clusters Score -206138.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -206224.296875 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -206224.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -206301.750000 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -206301.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -206379.562500 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -206379.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -206453.234375 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -206453.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206501.093750 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -206501.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -206553.328125 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -206553.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -206603.296875 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -206603.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -206651.234375 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -206651.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -206693.312500 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -206693.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -206717.500000 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -206717.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -206730.546875 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -206730.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -206743.296875 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -206743.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -206751.859375 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -206751.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -206757.359375 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -206757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -206758.343750 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -206758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -206758.343750 Penalty: 3850.880127
	Iteration 19F: 3 clusters Score -206758.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (164796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164796 members 
Entering Unmasked Estep 
Score: -14758329.000000 Penalty: 2979.091064
	Iteration 0F: 2 clusters Score -1.475833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -14647751.000000 Penalty: 5958.182129
	Iteration 0F: 3 clusters Score -1.464775e+07 nChanged 78827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -14693568.000000 Penalty: 5958.182129
	Iteration 1F: 3 clusters Score -1.469357e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -14694579.000000 Penalty: 5958.182129
	Iteration 2Q: 3 clusters Score -1.469458e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -14695717.000000 Penalty: 5958.182129
	Iteration 3Q: 3 clusters Score -1.469572e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -14697334.000000 Penalty: 5958.182129
	Iteration 4Q: 3 clusters Score -1.469733e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -14699304.000000 Penalty: 5958.182129
	Iteration 5Q: 3 clusters Score -1.46993e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -14701975.000000 Penalty: 5958.182129
	Iteration 6Q: 3 clusters Score -1.470198e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -14705351.000000 Penalty: 5958.182129
	Iteration 7Q: 3 clusters Score -1.470535e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -14709413.000000 Penalty: 5958.182129
	Iteration 8F: 3 clusters Score -1.470941e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -14713459.000000 Penalty: 5958.182129
	Iteration 9F: 3 clusters Score -1.471346e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -14717425.000000 Penalty: 5958.182129
	Iteration 10F: 3 clusters Score -1.471742e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -14720965.000000 Penalty: 5958.182129
	Iteration 11Q: 3 clusters Score -1.472096e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -14724146.000000 Penalty: 5958.182129
	Iteration 12Q: 3 clusters Score -1.472415e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 107106 members 
Entering Unmasked Estep 
Score: -14726812.000000 Penalty: 5958.182129
	Iteration 13Q: 3 clusters Score -1.472681e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 110189 members 
Entering Unmasked Estep 
Score: -14729241.000000 Penalty: 5958.182129
	Iteration 14Q: 3 clusters Score -1.472924e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -14731640.000000 Penalty: 5958.182129
	Iteration 15Q: 3 clusters Score -1.473164e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 116415 members 
Entering Unmasked Estep 
Score: -14733936.000000 Penalty: 5958.182129
	Iteration 16Q: 3 clusters Score -1.473394e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 119400 members 
Entering Unmasked Estep 
Score: -14735848.000000 Penalty: 5958.182129
	Iteration 17Q: 3 clusters Score -1.473585e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 122402 members 
Entering Unmasked Estep 
Score: -14737470.000000 Penalty: 5958.182129
	Iteration 18Q: 3 clusters Score -1.473747e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 125383 members 
Entering Unmasked Estep 
Score: -14738854.000000 Penalty: 5958.182129
	Iteration 19Q: 3 clusters Score -1.473885e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 128386 members 
Entering Unmasked Estep 
Score: -14739946.000000 Penalty: 5958.182129
	Iteration 20F: 3 clusters Score -1.473995e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -14741193.000000 Penalty: 5958.182129
	Iteration 21Q: 3 clusters Score -1.474119e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -14742423.000000 Penalty: 5958.182129
	Iteration 22Q: 3 clusters Score -1.474242e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -14743653.000000 Penalty: 5958.182129
	Iteration 23Q: 3 clusters Score -1.474365e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 140200 members 
Entering Unmasked Estep 
Score: -14744833.000000 Penalty: 5958.182129
	Iteration 24Q: 3 clusters Score -1.474483e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 142968 members 
Entering Unmasked Estep 
Score: -14746032.000000 Penalty: 5958.182129
	Iteration 25Q: 3 clusters Score -1.474603e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 145550 members 
Entering Unmasked Estep 
Score: -14747173.000000 Penalty: 5958.182129
	Iteration 26Q: 3 clusters Score -1.474717e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 147968 members 
Entering Unmasked Estep 
Score: -14748266.000000 Penalty: 5958.182129
	Iteration 27Q: 3 clusters Score -1.474827e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -14749341.000000 Penalty: 5958.182129
	Iteration 28Q: 3 clusters Score -1.474934e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 152201 members 
Entering Unmasked Estep 
Score: -14750369.000000 Penalty: 5958.182129
	Iteration 29Q: 3 clusters Score -1.475037e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -14751312.000000 Penalty: 5958.182129
	Iteration 30Q: 3 clusters Score -1.475131e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 155480 members 
Entering Unmasked Estep 
Score: -14752133.000000 Penalty: 5958.182129
	Iteration 31Q: 3 clusters Score -1.475213e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 156766 members 
Entering Unmasked Estep 
Score: -14752726.000000 Penalty: 5958.182129
	Iteration 32Q: 3 clusters Score -1.475273e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -14753286.000000 Penalty: 5958.182129
	Iteration 33Q: 3 clusters Score -1.475329e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 158828 members 
Entering Unmasked Estep 
Score: -14753840.000000 Penalty: 5958.182129
	Iteration 34Q: 3 clusters Score -1.475384e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -14754269.000000 Penalty: 5958.182129
	Iteration 35Q: 3 clusters Score -1.475427e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -14754529.000000 Penalty: 5958.182129
	Iteration 36Q: 3 clusters Score -1.475453e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 160767 members 
Entering Unmasked Estep 
Score: -14754800.000000 Penalty: 5958.182129
	Iteration 37Q: 3 clusters Score -1.47548e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 161220 members 
Entering Unmasked Estep 
Score: -14755020.000000 Penalty: 5958.182129
	Iteration 38Q: 3 clusters Score -1.475502e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 161583 members 
Entering Unmasked Estep 
Score: -14755149.000000 Penalty: 5958.182129
	Iteration 39Q: 3 clusters Score -1.475515e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 161863 members 
Entering Unmasked Estep 
Score: -14755274.000000 Penalty: 5958.182129
	Iteration 40F: 3 clusters Score -1.475527e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 162113 members 
Entering Unmasked Estep 
Score: -14755405.000000 Penalty: 5958.182129
	Iteration 41Q: 3 clusters Score -1.47554e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 162301 members 
Entering Unmasked Estep 
Score: -14755483.000000 Penalty: 5958.182129
	Iteration 42Q: 3 clusters Score -1.475548e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -14755547.000000 Penalty: 5958.182129
	Iteration 43Q: 3 clusters Score -1.475555e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 162590 members 
Entering Unmasked Estep 
Score: -14755614.000000 Penalty: 5958.182129
	Iteration 44Q: 3 clusters Score -1.475561e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -14755622.000000 Penalty: 5958.182129
	Iteration 45Q: 3 clusters Score -1.475562e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 162795 members 
Entering Unmasked Estep 
Score: -14755634.000000 Penalty: 5958.182129
	Iteration 46Q: 3 clusters Score -1.475563e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 162880 members 
Entering Unmasked Estep 
Score: -14755670.000000 Penalty: 5958.182129
	Iteration 47Q: 3 clusters Score -1.475567e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 162953 members 
Entering Unmasked Estep 
Score: -14755717.000000 Penalty: 5958.182129
	Iteration 48Q: 3 clusters Score -1.475572e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -14755719.000000 Penalty: 5958.182129
	Iteration 49Q: 3 clusters Score -1.475572e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -14755743.000000 Penalty: 5958.182129
	Iteration 50Q: 3 clusters Score -1.475574e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -14755770.000000 Penalty: 5958.182129
	Iteration 51Q: 3 clusters Score -1.475577e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 163175 members 
Entering Unmasked Estep 
Score: -14755803.000000 Penalty: 5958.182129
	Iteration 52Q: 3 clusters Score -1.47558e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -14755803.000000 Penalty: 5958.182129
	Iteration 53Q: 3 clusters Score -1.47558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -14755814.000000 Penalty: 5958.182129
	Iteration 54Q: 3 clusters Score -1.475581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 163274 members 
Entering Unmasked Estep 
Score: -14755830.000000 Penalty: 5958.182129
	Iteration 55Q: 3 clusters Score -1.475583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 163296 members 
Entering Unmasked Estep 
Score: -14755835.000000 Penalty: 5958.182129
	Iteration 56Q: 3 clusters Score -1.475584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -14755823.000000 Penalty: 5958.182129
	Iteration 57Q: 3 clusters Score -1.475582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 163327 members 
Entering Unmasked Estep 
Score: -14755846.000000 Penalty: 5958.182129
	Iteration 58Q: 3 clusters Score -1.475585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -14755839.000000 Penalty: 5958.182129
	Iteration 59Q: 3 clusters Score -1.475584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 163357 members 
Entering Unmasked Estep 
Score: -14755846.000000 Penalty: 5958.182129
	Iteration 60F: 3 clusters Score -1.475585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 163374 members 
Entering Unmasked Estep 
Score: -14755836.000000 Penalty: 5958.182129
	Iteration 61Q: 3 clusters Score -1.475584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -14755836.000000 Penalty: 5958.182129
	Iteration 62Q: 3 clusters Score -1.475584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 163411 members 
Entering Unmasked Estep 
Score: -14755827.000000 Penalty: 5958.182129
	Iteration 63Q: 3 clusters Score -1.475583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -14755834.000000 Penalty: 5958.182129
	Iteration 64Q: 3 clusters Score -1.475583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -14755832.000000 Penalty: 5958.182129
	Iteration 65Q: 3 clusters Score -1.475583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 163444 members 
Entering Unmasked Estep 
Score: -14755840.000000 Penalty: 5958.182129
	Iteration 66Q: 3 clusters Score -1.475584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -14755838.000000 Penalty: 5958.182129
	Iteration 67Q: 3 clusters Score -1.475584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -14755849.000000 Penalty: 5958.182129
	Iteration 68Q: 3 clusters Score -1.475585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 163457 members 
Entering Unmasked Estep 
Score: -14755856.000000 Penalty: 5958.182129
	Iteration 69Q: 3 clusters Score -1.475586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 163457 members 
Entering Unmasked Estep 
Score: -14755856.000000 Penalty: 5958.182129
	Iteration 70F: 3 clusters Score -1.475586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Entering Unmasked Estep 
Score: -3023199.250000 Penalty: 2579.979004
	Iteration 0F: 2 clusters Score -3023199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3000888.250000 Penalty: 5159.958008
	Iteration 0F: 3 clusters Score -3000888 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3009019.750000 Penalty: 5159.958008
	Iteration 1F: 3 clusters Score -3009020 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3009580.750000 Penalty: 5159.958008
	Iteration 2Q: 3 clusters Score -3009581 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3010208.500000 Penalty: 5159.958008
	Iteration 3Q: 3 clusters Score -3010208 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3010932.250000 Penalty: 5159.958008
	Iteration 4F: 3 clusters Score -3010932 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3011744.750000 Penalty: 5159.958008
	Iteration 5F: 3 clusters Score -3011745 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3012713.750000 Penalty: 5159.958008
	Iteration 6F: 3 clusters Score -3012714 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3013795.750000 Penalty: 5159.958008
	Iteration 7F: 3 clusters Score -3013796 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3014936.000000 Penalty: 5159.958008
	Iteration 8F: 3 clusters Score -3014936 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3016067.500000 Penalty: 5159.958008
	Iteration 9Q: 3 clusters Score -3016068 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3017136.000000 Penalty: 5159.958008
	Iteration 10Q: 3 clusters Score -3017136 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3018082.000000 Penalty: 5159.958008
	Iteration 11Q: 3 clusters Score -3018082 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3018842.500000 Penalty: 5159.958008
	Iteration 12Q: 3 clusters Score -3018842 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3019395.500000 Penalty: 5159.958008
	Iteration 13Q: 3 clusters Score -3019396 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3019753.500000 Penalty: 5159.958008
	Iteration 14Q: 3 clusters Score -3019754 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -3019996.000000 Penalty: 5159.958008
	Iteration 15Q: 3 clusters Score -3019996 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3020158.750000 Penalty: 5159.958008
	Iteration 16Q: 3 clusters Score -3020159 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3020283.250000 Penalty: 5159.958008
	Iteration 17Q: 3 clusters Score -3020283 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3020364.750000 Penalty: 5159.958008
	Iteration 18Q: 3 clusters Score -3020365 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3020439.000000 Penalty: 5159.958008
	Iteration 19Q: 3 clusters Score -3020439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3020481.750000 Penalty: 5159.958008
	Iteration 20F: 3 clusters Score -3020482 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3020534.750000 Penalty: 5159.958008
	Iteration 21Q: 3 clusters Score -3020535 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3020575.000000 Penalty: 5159.958008
	Iteration 22Q: 3 clusters Score -3020575 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3020602.500000 Penalty: 5159.958008
	Iteration 23Q: 3 clusters Score -3020602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3020610.250000 Penalty: 5159.958008
	Iteration 24Q: 3 clusters Score -3020610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3020626.500000 Penalty: 5159.958008
	Iteration 25Q: 3 clusters Score -3020626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3020632.250000 Penalty: 5159.958008
	Iteration 26Q: 3 clusters Score -3020632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3020654.250000 Penalty: 5159.958008
	Iteration 27Q: 3 clusters Score -3020654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3020667.500000 Penalty: 5159.958008
	Iteration 28Q: 3 clusters Score -3020668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3020681.750000 Penalty: 5159.958008
	Iteration 29Q: 3 clusters Score -3020682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3020692.750000 Penalty: 5159.958008
	Iteration 30Q: 3 clusters Score -3020693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3020706.500000 Penalty: 5159.958008
	Iteration 31Q: 3 clusters Score -3020706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3020719.750000 Penalty: 5159.958008
	Iteration 32Q: 3 clusters Score -3020720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3020741.000000 Penalty: 5159.958008
	Iteration 33Q: 3 clusters Score -3020741 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3020740.750000 Penalty: 5159.958008
	Iteration 34Q: 3 clusters Score -3020741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3020743.000000 Penalty: 5159.958008
	Iteration 35Q: 3 clusters Score -3020743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3020752.500000 Penalty: 5159.958008
	Iteration 36Q: 3 clusters Score -3020752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3020752.250000 Penalty: 5159.958008
	Iteration 37Q: 3 clusters Score -3020752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3020763.500000 Penalty: 5159.958008
	Iteration 38Q: 3 clusters Score -3020764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3020782.500000 Penalty: 5159.958008
	Iteration 39Q: 3 clusters Score -3020782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3020792.500000 Penalty: 5159.958008
	Iteration 40F: 3 clusters Score -3020792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3020800.250000 Penalty: 5159.958008
	Iteration 41Q: 3 clusters Score -3020800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3020811.250000 Penalty: 5159.958008
	Iteration 42Q: 3 clusters Score -3020811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3020808.750000 Penalty: 5159.958008
	Iteration 43Q: 3 clusters Score -3020809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3020810.500000 Penalty: 5159.958008
	Iteration 44Q: 3 clusters Score -3020810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3020818.000000 Penalty: 5159.958008
	Iteration 45Q: 3 clusters Score -3020818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3020826.750000 Penalty: 5159.958008
	Iteration 46Q: 3 clusters Score -3020827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3020832.000000 Penalty: 5159.958008
	Iteration 47Q: 3 clusters Score -3020832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3020832.500000 Penalty: 5159.958008
	Iteration 48Q: 3 clusters Score -3020832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3020843.750000 Penalty: 5159.958008
	Iteration 49Q: 3 clusters Score -3020844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3020856.000000 Penalty: 5159.958008
	Iteration 50Q: 3 clusters Score -3020856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3020859.750000 Penalty: 5159.958008
	Iteration 51Q: 3 clusters Score -3020860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3020870.500000 Penalty: 5159.958008
	Iteration 52Q: 3 clusters Score -3020870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3020881.000000 Penalty: 5159.958008
	Iteration 53Q: 3 clusters Score -3020881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3020889.750000 Penalty: 5159.958008
	Iteration 54Q: 3 clusters Score -3020890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3020901.250000 Penalty: 5159.958008
	Iteration 55Q: 3 clusters Score -3020901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3020906.500000 Penalty: 5159.958008
	Iteration 56Q: 3 clusters Score -3020906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3020919.500000 Penalty: 5159.958008
	Iteration 57Q: 3 clusters Score -3020920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3020921.750000 Penalty: 5159.958008
	Iteration 58Q: 3 clusters Score -3020922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3020932.750000 Penalty: 5159.958008
	Iteration 59Q: 3 clusters Score -3020933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3020940.250000 Penalty: 5159.958008
	Iteration 60F: 3 clusters Score -3020940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3020951.500000 Penalty: 5159.958008
	Iteration 61Q: 3 clusters Score -3020952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3020956.250000 Penalty: 5159.958008
	Iteration 62Q: 3 clusters Score -3020956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3020961.500000 Penalty: 5159.958008
	Iteration 63Q: 3 clusters Score -3020962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3020966.250000 Penalty: 5159.958008
	Iteration 64Q: 3 clusters Score -3020966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3020966.250000 Penalty: 5159.958008
	Iteration 65Q: 3 clusters Score -3020966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3020972.000000 Penalty: 5159.958008
	Iteration 66Q: 3 clusters Score -3020972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3020977.000000 Penalty: 5159.958008
	Iteration 67Q: 3 clusters Score -3020977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3020975.000000 Penalty: 5159.958008
	Iteration 68Q: 3 clusters Score -3020975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3020980.250000 Penalty: 5159.958008
	Iteration 69Q: 3 clusters Score -3020980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3020982.750000 Penalty: 5159.958008
	Iteration 70Q: 3 clusters Score -3020983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3020991.750000 Penalty: 5159.958008
	Iteration 71Q: 3 clusters Score -3020992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3020995.000000 Penalty: 5159.958008
	Iteration 72Q: 3 clusters Score -3020995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3021006.250000 Penalty: 5159.958008
	Iteration 73Q: 3 clusters Score -3021006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3021012.750000 Penalty: 5159.958008
	Iteration 74Q: 3 clusters Score -3021013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3021012.000000 Penalty: 5159.958008
	Iteration 75Q: 3 clusters Score -3021012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3021020.250000 Penalty: 5159.958008
	Iteration 76Q: 3 clusters Score -3021020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -3021029.500000 Penalty: 5159.958008
	Iteration 77Q: 3 clusters Score -3021030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3021036.750000 Penalty: 5159.958008
	Iteration 78Q: 3 clusters Score -3021037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3021051.000000 Penalty: 5159.958008
	Iteration 79Q: 3 clusters Score -3021051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3021056.250000 Penalty: 5159.958008
	Iteration 80F: 3 clusters Score -3021056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3021054.000000 Penalty: 5159.958008
	Iteration 81Q: 3 clusters Score -3021054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3021059.250000 Penalty: 5159.958008
	Iteration 82Q: 3 clusters Score -3021059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3021069.750000 Penalty: 5159.958008
	Iteration 83Q: 3 clusters Score -3021070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3021083.750000 Penalty: 5159.958008
	Iteration 84Q: 3 clusters Score -3021084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3021090.500000 Penalty: 5159.958008
	Iteration 85Q: 3 clusters Score -3021090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3021114.000000 Penalty: 5159.958008
	Iteration 86Q: 3 clusters Score -3021114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3021120.250000 Penalty: 5159.958008
	Iteration 87Q: 3 clusters Score -3021120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3021133.000000 Penalty: 5159.958008
	Iteration 88Q: 3 clusters Score -3021133 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3021147.250000 Penalty: 5159.958008
	Iteration 89Q: 3 clusters Score -3021147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3021167.000000 Penalty: 5159.958008
	Iteration 90Q: 3 clusters Score -3021167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3021186.750000 Penalty: 5159.958008
	Iteration 91Q: 3 clusters Score -3021187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3021181.750000 Penalty: 5159.958008
	Iteration 92Q: 3 clusters Score -3021182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3021196.750000 Penalty: 5159.958008
	Iteration 93Q: 3 clusters Score -3021197 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3021209.250000 Penalty: 5159.958008
	Iteration 94Q: 3 clusters Score -3021209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3021226.000000 Penalty: 5159.958008
	Iteration 95Q: 3 clusters Score -3021226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3021251.750000 Penalty: 5159.958008
	Iteration 96Q: 3 clusters Score -3021252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3021257.500000 Penalty: 5159.958008
	Iteration 97Q: 3 clusters Score -3021258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3021267.250000 Penalty: 5159.958008
	Iteration 98Q: 3 clusters Score -3021267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3021280.750000 Penalty: 5159.958008
	Iteration 99Q: 3 clusters Score -3021281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3021293.500000 Penalty: 5159.958008
	Iteration 100F: 3 clusters Score -3021294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3021300.250000 Penalty: 5159.958008
	Iteration 101Q: 3 clusters Score -3021300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3021306.500000 Penalty: 5159.958008
	Iteration 102Q: 3 clusters Score -3021306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3021315.000000 Penalty: 5159.958008
	Iteration 103Q: 3 clusters Score -3021315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3021302.250000 Penalty: 5159.958008
	Iteration 104Q: 3 clusters Score -3021302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3021323.000000 Penalty: 5159.958008
	Iteration 105Q: 3 clusters Score -3021323 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3021340.000000 Penalty: 5159.958008
	Iteration 106Q: 3 clusters Score -3021340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3021345.250000 Penalty: 5159.958008
	Iteration 107Q: 3 clusters Score -3021345 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3021357.500000 Penalty: 5159.958008
	Iteration 108Q: 3 clusters Score -3021358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3021374.750000 Penalty: 5159.958008
	Iteration 109Q: 3 clusters Score -3021375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3021381.250000 Penalty: 5159.958008
	Iteration 110Q: 3 clusters Score -3021381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3021398.750000 Penalty: 5159.958008
	Iteration 111Q: 3 clusters Score -3021399 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3021413.250000 Penalty: 5159.958008
	Iteration 112Q: 3 clusters Score -3021413 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3021428.750000 Penalty: 5159.958008
	Iteration 113Q: 3 clusters Score -3021429 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3021439.500000 Penalty: 5159.958008
	Iteration 114Q: 3 clusters Score -3021440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3021441.500000 Penalty: 5159.958008
	Iteration 115Q: 3 clusters Score -3021442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3021453.000000 Penalty: 5159.958008
	Iteration 116Q: 3 clusters Score -3021453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3021467.500000 Penalty: 5159.958008
	Iteration 117Q: 3 clusters Score -3021468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3021478.500000 Penalty: 5159.958008
	Iteration 118Q: 3 clusters Score -3021478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3021492.750000 Penalty: 5159.958008
	Iteration 119Q: 3 clusters Score -3021493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3021494.000000 Penalty: 5159.958008
	Iteration 120F: 3 clusters Score -3021494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3021505.250000 Penalty: 5159.958008
	Iteration 121Q: 3 clusters Score -3021505 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3021498.750000 Penalty: 5159.958008
	Iteration 122Q: 3 clusters Score -3021499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3021495.250000 Penalty: 5159.958008
	Iteration 123Q: 3 clusters Score -3021495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3021501.500000 Penalty: 5159.958008
	Iteration 124Q: 3 clusters Score -3021502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3021505.250000 Penalty: 5159.958008
	Iteration 125Q: 3 clusters Score -3021505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3021517.500000 Penalty: 5159.958008
	Iteration 126Q: 3 clusters Score -3021518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3021519.750000 Penalty: 5159.958008
	Iteration 127Q: 3 clusters Score -3021520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3021521.750000 Penalty: 5159.958008
	Iteration 128Q: 3 clusters Score -3021522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3021518.750000 Penalty: 5159.958008
	Iteration 129Q: 3 clusters Score -3021519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3021523.750000 Penalty: 5159.958008
	Iteration 130Q: 3 clusters Score -3021524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3021526.250000 Penalty: 5159.958008
	Iteration 131Q: 3 clusters Score -3021526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3021529.250000 Penalty: 5159.958008
	Iteration 132Q: 3 clusters Score -3021529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3021529.500000 Penalty: 5159.958008
	Iteration 133Q: 3 clusters Score -3021530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3021526.500000 Penalty: 5159.958008
	Iteration 134Q: 3 clusters Score -3021526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3021526.500000 Penalty: 5159.958008
	Iteration 135F: 3 clusters Score -3021526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (438157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438157 members 
Entering Unmasked Estep 
Score: -40259772.000000 Penalty: 3221.602539
	Iteration 0F: 2 clusters Score -4.025977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218857 members 
Mstep: Class 2 contains 219300 members 
Entering Unmasked Estep 
Score: -39964352.000000 Penalty: 6443.205078
	Iteration 0F: 3 clusters Score -3.996435e+07 nChanged 213804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215863 members 
Mstep: Class 2 contains 222294 members 
Entering Unmasked Estep 
Score: -40091684.000000 Penalty: 6443.205078
	Iteration 1F: 3 clusters Score -4.009168e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214345 members 
Mstep: Class 2 contains 223812 members 
Entering Unmasked Estep 
Score: -40093812.000000 Penalty: 6443.205078
	Iteration 2Q: 3 clusters Score -4.009381e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212284 members 
Mstep: Class 2 contains 225873 members 
Entering Unmasked Estep 
Score: -40096696.000000 Penalty: 6443.205078
	Iteration 3Q: 3 clusters Score -4.00967e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209465 members 
Mstep: Class 2 contains 228692 members 
Entering Unmasked Estep 
Score: -40101540.000000 Penalty: 6443.205078
	Iteration 4Q: 3 clusters Score -4.010154e+07 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205883 members 
Mstep: Class 2 contains 232274 members 
Entering Unmasked Estep 
Score: -40108916.000000 Penalty: 6443.205078
	Iteration 5Q: 3 clusters Score -4.010892e+07 nChanged 21585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201416 members 
Mstep: Class 2 contains 236741 members 
Entering Unmasked Estep 
Score: -40120892.000000 Penalty: 6443.205078
	Iteration 6Q: 3 clusters Score -4.012089e+07 nChanged 25049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196035 members 
Mstep: Class 2 contains 242122 members 
Entering Unmasked Estep 
Score: -40134924.000000 Penalty: 6443.205078
	Iteration 7F: 3 clusters Score -4.013492e+07 nChanged 26157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189484 members 
Mstep: Class 2 contains 248673 members 
Entering Unmasked Estep 
Score: -40149148.000000 Penalty: 6443.205078
	Iteration 8F: 3 clusters Score -4.014915e+07 nChanged 25422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180898 members 
Mstep: Class 2 contains 257259 members 
Entering Unmasked Estep 
Score: -40163388.000000 Penalty: 6443.205078
	Iteration 9F: 3 clusters Score -4.016339e+07 nChanged 22403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170099 members 
Mstep: Class 2 contains 268058 members 
Entering Unmasked Estep 
Score: -40174560.000000 Penalty: 6443.205078
	Iteration 10F: 3 clusters Score -4.017456e+07 nChanged 19388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 281112 members 
Entering Unmasked Estep 
Score: -40183004.000000 Penalty: 6443.205078
	Iteration 11Q: 3 clusters Score -4.0183e+07 nChanged 17676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142203 members 
Mstep: Class 2 contains 295954 members 
Entering Unmasked Estep 
Score: -40190788.000000 Penalty: 6443.205078
	Iteration 12Q: 3 clusters Score -4.019079e+07 nChanged 17026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125923 members 
Mstep: Class 2 contains 312234 members 
Entering Unmasked Estep 
Score: -40198348.000000 Penalty: 6443.205078
	Iteration 13Q: 3 clusters Score -4.019835e+07 nChanged 17460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108583 members 
Mstep: Class 2 contains 329574 members 
Entering Unmasked Estep 
Score: -40206368.000000 Penalty: 6443.205078
	Iteration 14Q: 3 clusters Score -4.020637e+07 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 347375 members 
Entering Unmasked Estep 
Score: -40215348.000000 Penalty: 6443.205078
	Iteration 15Q: 3 clusters Score -4.021535e+07 nChanged 17306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 364675 members 
Entering Unmasked Estep 
Score: -40223808.000000 Penalty: 6443.205078
	Iteration 16Q: 3 clusters Score -4.022381e+07 nChanged 16148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57334 members 
Mstep: Class 2 contains 380823 members 
Entering Unmasked Estep 
Score: -40231576.000000 Penalty: 6443.205078
	Iteration 17Q: 3 clusters Score -4.023158e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 394954 members 
Entering Unmasked Estep 
Score: -40238440.000000 Penalty: 6443.205078
	Iteration 18Q: 3 clusters Score -4.023844e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 406288 members 
Entering Unmasked Estep 
Score: -40243868.000000 Penalty: 6443.205078
	Iteration 19Q: 3 clusters Score -4.024387e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 415145 members 
Entering Unmasked Estep 
Score: -40247884.000000 Penalty: 6443.205078
	Iteration 20F: 3 clusters Score -4.024788e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 421789 members 
Entering Unmasked Estep 
Score: -40250912.000000 Penalty: 6443.205078
	Iteration 21Q: 3 clusters Score -4.025091e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 426426 members 
Entering Unmasked Estep 
Score: -40252944.000000 Penalty: 6443.205078
	Iteration 22Q: 3 clusters Score -4.025294e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 429579 members 
Entering Unmasked Estep 
Score: -40254228.000000 Penalty: 6443.205078
	Iteration 23Q: 3 clusters Score -4.025423e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 431676 members 
Entering Unmasked Estep 
Score: -40255188.000000 Penalty: 6443.205078
	Iteration 24Q: 3 clusters Score -4.025519e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 433036 members 
Entering Unmasked Estep 
Score: -40255756.000000 Penalty: 6443.205078
	Iteration 25Q: 3 clusters Score -4.025576e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 433970 members 
Entering Unmasked Estep 
Score: -40256176.000000 Penalty: 6443.205078
	Iteration 26Q: 3 clusters Score -4.025618e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 434615 members 
Entering Unmasked Estep 
Score: -40256416.000000 Penalty: 6443.205078
	Iteration 27Q: 3 clusters Score -4.025642e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 435094 members 
Entering Unmasked Estep 
Score: -40256648.000000 Penalty: 6443.205078
	Iteration 28Q: 3 clusters Score -4.025665e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 435430 members 
Entering Unmasked Estep 
Score: -40256776.000000 Penalty: 6443.205078
	Iteration 29Q: 3 clusters Score -4.025678e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 435684 members 
Entering Unmasked Estep 
Score: -40256948.000000 Penalty: 6443.205078
	Iteration 30Q: 3 clusters Score -4.025695e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 435903 members 
Entering Unmasked Estep 
Score: -40257008.000000 Penalty: 6443.205078
	Iteration 31Q: 3 clusters Score -4.025701e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 436057 members 
Entering Unmasked Estep 
Score: -40257088.000000 Penalty: 6443.205078
	Iteration 32Q: 3 clusters Score -4.025709e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 436158 members 
Entering Unmasked Estep 
Score: -40257128.000000 Penalty: 6443.205078
	Iteration 33Q: 3 clusters Score -4.025713e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 436244 members 
Entering Unmasked Estep 
Score: -40257140.000000 Penalty: 6443.205078
	Iteration 34Q: 3 clusters Score -4.025714e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 436316 members 
Entering Unmasked Estep 
Score: -40257164.000000 Penalty: 6443.205078
	Iteration 35Q: 3 clusters Score -4.025716e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 436379 members 
Entering Unmasked Estep 
Score: -40257200.000000 Penalty: 6443.205078
	Iteration 36Q: 3 clusters Score -4.02572e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 436437 members 
Entering Unmasked Estep 
Score: -40257248.000000 Penalty: 6443.205078
	Iteration 37Q: 3 clusters Score -4.025725e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 436475 members 
Entering Unmasked Estep 
Score: -40257240.000000 Penalty: 6443.205078
	Iteration 38Q: 3 clusters Score -4.025724e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 436523 members 
Entering Unmasked Estep 
Score: -40257248.000000 Penalty: 6443.205078
	Iteration 39Q: 3 clusters Score -4.025725e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 436570 members 
Entering Unmasked Estep 
Score: -40257252.000000 Penalty: 6443.205078
	Iteration 40F: 3 clusters Score -4.025725e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 436603 members 
Entering Unmasked Estep 
Score: -40257284.000000 Penalty: 6443.205078
	Iteration 41Q: 3 clusters Score -4.025728e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 436627 members 
Entering Unmasked Estep 
Score: -40257316.000000 Penalty: 6443.205078
	Iteration 42Q: 3 clusters Score -4.025732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 436642 members 
Entering Unmasked Estep 
Score: -40257304.000000 Penalty: 6443.205078
	Iteration 43Q: 3 clusters Score -4.02573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 436658 members 
Entering Unmasked Estep 
Score: -40257308.000000 Penalty: 6443.205078
	Iteration 44Q: 3 clusters Score -4.025731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 436664 members 
Entering Unmasked Estep 
Score: -40257360.000000 Penalty: 6443.205078
	Iteration 45Q: 3 clusters Score -4.025736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 436678 members 
Entering Unmasked Estep 
Score: -40257364.000000 Penalty: 6443.205078
	Iteration 46Q: 3 clusters Score -4.025736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 436695 members 
Entering Unmasked Estep 
Score: -40257348.000000 Penalty: 6443.205078
	Iteration 47Q: 3 clusters Score -4.025735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 436711 members 
Entering Unmasked Estep 
Score: -40257332.000000 Penalty: 6443.205078
	Iteration 48Q: 3 clusters Score -4.025733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 436723 members 
Entering Unmasked Estep 
Score: -40257336.000000 Penalty: 6443.205078
	Iteration 49Q: 3 clusters Score -4.025734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 436735 members 
Entering Unmasked Estep 
Score: -40257340.000000 Penalty: 6443.205078
	Iteration 50Q: 3 clusters Score -4.025734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 436738 members 
Entering Unmasked Estep 
Score: -40257348.000000 Penalty: 6443.205078
	Iteration 51Q: 3 clusters Score -4.025735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 436746 members 
Entering Unmasked Estep 
Score: -40257340.000000 Penalty: 6443.205078
	Iteration 52Q: 3 clusters Score -4.025734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 436752 members 
Entering Unmasked Estep 
Score: -40257332.000000 Penalty: 6443.205078
	Iteration 53Q: 3 clusters Score -4.025733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 436756 members 
Entering Unmasked Estep 
Score: -40257320.000000 Penalty: 6443.205078
	Iteration 54Q: 3 clusters Score -4.025732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 436761 members 
Entering Unmasked Estep 
Score: -40257340.000000 Penalty: 6443.205078
	Iteration 55Q: 3 clusters Score -4.025734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 436766 members 
Entering Unmasked Estep 
Score: -40257348.000000 Penalty: 6443.205078
	Iteration 56Q: 3 clusters Score -4.025735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 436773 members 
Entering Unmasked Estep 
Score: -40257368.000000 Penalty: 6443.205078
	Iteration 57Q: 3 clusters Score -4.025737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 436779 members 
Entering Unmasked Estep 
Score: -40257396.000000 Penalty: 6443.205078
	Iteration 58Q: 3 clusters Score -4.02574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 436782 members 
Entering Unmasked Estep 
Score: -40257412.000000 Penalty: 6443.205078
	Iteration 59Q: 3 clusters Score -4.025741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 436791 members 
Entering Unmasked Estep 
Score: -40257404.000000 Penalty: 6443.205078
	Iteration 60F: 3 clusters Score -4.02574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 436793 members 
Entering Unmasked Estep 
Score: -40257412.000000 Penalty: 6443.205078
	Iteration 61Q: 3 clusters Score -4.025741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 436794 members 
Entering Unmasked Estep 
Score: -40257400.000000 Penalty: 6443.205078
	Iteration 62Q: 3 clusters Score -4.02574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 436796 members 
Entering Unmasked Estep 
Score: -40257408.000000 Penalty: 6443.205078
	Iteration 63Q: 3 clusters Score -4.025741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 436796 members 
Entering Unmasked Estep 
Score: -40257408.000000 Penalty: 6443.205078
	Iteration 64F: 3 clusters Score -4.025741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -371014.218750 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -371014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -366825.718750 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -366825.7 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -367828.687500 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -367828.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -368035.593750 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -368035.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -368162.562500 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -368162.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -368244.250000 Penalty: 4158.069336
	Iteration 4Q: 3 clusters Score -368244.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -368313.156250 Penalty: 4158.069336
	Iteration 5Q: 3 clusters Score -368313.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -368389.531250 Penalty: 4158.069336
	Iteration 6Q: 3 clusters Score -368389.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -368465.937500 Penalty: 4158.069336
	Iteration 7Q: 3 clusters Score -368465.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -368533.156250 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -368533.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -368604.500000 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -368604.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -368697.062500 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -368697.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -368782.812500 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -368782.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -368848.906250 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -368848.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -368919.187500 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -368919.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -368988.468750 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -368988.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -369048.843750 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -369048.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -369098.968750 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -369099 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -369147.968750 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -369148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -369178.281250 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -369178.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -369204.156250 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -369204.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -369235.250000 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -369235.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -369262.343750 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -369262.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -369281.531250 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -369281.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -369303.781250 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -369303.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -369327.156250 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -369327.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -369352.812500 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -369352.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -369381.343750 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -369381.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -369409.468750 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -369409.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -369433.312500 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -369433.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -369448.343750 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -369448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -369456.250000 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -369456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -369464.562500 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -369464.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -369471.250000 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -369471.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -369476.218750 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -369476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -369479.906250 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -369479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -369482.312500 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -369482.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -369483.906250 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -369483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -369486.531250 Penalty: 4158.069336
	Iteration 37Q: 3 clusters Score -369486.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -369488.250000 Penalty: 4158.069336
	Iteration 38Q: 3 clusters Score -369488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -369488.906250 Penalty: 4158.069336
	Iteration 39Q: 3 clusters Score -369488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -369489.093750 Penalty: 4158.069336
	Iteration 40F: 3 clusters Score -369489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -369489.281250 Penalty: 4158.069336
	Iteration 41Q: 3 clusters Score -369489.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -369489.281250 Penalty: 4158.069336
	Iteration 42F: 3 clusters Score -369489.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Entering Unmasked Estep 
Score: -1449755.250000 Penalty: 2418.126709
	Iteration 0F: 2 clusters Score -1449755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1437439.125000 Penalty: 4836.253418
	Iteration 0F: 3 clusters Score -1437439 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1441424.125000 Penalty: 4836.253418
	Iteration 1F: 3 clusters Score -1441424 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1441875.625000 Penalty: 4836.253418
	Iteration 2F: 3 clusters Score -1441876 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1442294.125000 Penalty: 4836.253418
	Iteration 3F: 3 clusters Score -1442294 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1442732.375000 Penalty: 4836.253418
	Iteration 4Q: 3 clusters Score -1442732 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1443315.625000 Penalty: 4836.253418
	Iteration 5F: 3 clusters Score -1443316 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1444112.000000 Penalty: 4836.253418
	Iteration 6F: 3 clusters Score -1444112 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1445246.750000 Penalty: 4836.253418
	Iteration 7F: 3 clusters Score -1445247 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1446598.750000 Penalty: 4836.253418
	Iteration 8F: 3 clusters Score -1446599 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1447799.375000 Penalty: 4836.253418
	Iteration 9F: 3 clusters Score -1447799 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1448561.250000 Penalty: 4836.253418
	Iteration 10F: 3 clusters Score -1448561 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1449027.625000 Penalty: 4836.253418
	Iteration 11Q: 3 clusters Score -1449028 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1449293.875000 Penalty: 4836.253418
	Iteration 12Q: 3 clusters Score -1449294 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1449521.000000 Penalty: 4836.253418
	Iteration 13Q: 3 clusters Score -1449521 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1449726.625000 Penalty: 4836.253418
	Iteration 14Q: 3 clusters Score -1449727 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1449908.875000 Penalty: 4836.253418
	Iteration 15Q: 3 clusters Score -1449909 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1450080.750000 Penalty: 4836.253418
	Iteration 16Q: 3 clusters Score -1450081 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1450189.875000 Penalty: 4836.253418
	Iteration 17Q: 3 clusters Score -1450190 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1450263.875000 Penalty: 4836.253418
	Iteration 18Q: 3 clusters Score -1450264 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1450313.125000 Penalty: 4836.253418
	Iteration 19Q: 3 clusters Score -1450313 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1450338.750000 Penalty: 4836.253418
	Iteration 20F: 3 clusters Score -1450339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1450356.250000 Penalty: 4836.253418
	Iteration 21Q: 3 clusters Score -1450356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1450362.250000 Penalty: 4836.253418
	Iteration 22Q: 3 clusters Score -1450362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1450377.125000 Penalty: 4836.253418
	Iteration 23Q: 3 clusters Score -1450377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1450392.250000 Penalty: 4836.253418
	Iteration 24Q: 3 clusters Score -1450392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1450409.000000 Penalty: 4836.253418
	Iteration 25Q: 3 clusters Score -1450409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1450412.625000 Penalty: 4836.253418
	Iteration 26Q: 3 clusters Score -1450413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1450415.750000 Penalty: 4836.253418
	Iteration 27Q: 3 clusters Score -1450416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1450419.625000 Penalty: 4836.253418
	Iteration 28Q: 3 clusters Score -1450420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1450423.375000 Penalty: 4836.253418
	Iteration 29Q: 3 clusters Score -1450423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1450423.625000 Penalty: 4836.253418
	Iteration 30Q: 3 clusters Score -1450424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1450418.875000 Penalty: 4836.253418
	Iteration 31Q: 3 clusters Score -1450419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1450422.250000 Penalty: 4836.253418
	Iteration 32Q: 3 clusters Score -1450422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1450423.500000 Penalty: 4836.253418
	Iteration 33Q: 3 clusters Score -1450424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1450426.875000 Penalty: 4836.253418
	Iteration 34Q: 3 clusters Score -1450427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1450424.750000 Penalty: 4836.253418
	Iteration 35Q: 3 clusters Score -1450425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1450431.375000 Penalty: 4836.253418
	Iteration 36Q: 3 clusters Score -1450431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1450430.625000 Penalty: 4836.253418
	Iteration 37Q: 3 clusters Score -1450431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1450434.625000 Penalty: 4836.253418
	Iteration 38Q: 3 clusters Score -1450435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1450432.250000 Penalty: 4836.253418
	Iteration 39Q: 3 clusters Score -1450432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1450432.750000 Penalty: 4836.253418
	Iteration 40F: 3 clusters Score -1450433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1450436.500000 Penalty: 4836.253418
	Iteration 41Q: 3 clusters Score -1450436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1450442.000000 Penalty: 4836.253418
	Iteration 42Q: 3 clusters Score -1450442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1450448.250000 Penalty: 4836.253418
	Iteration 43Q: 3 clusters Score -1450448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1450454.500000 Penalty: 4836.253418
	Iteration 44Q: 3 clusters Score -1450454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1450458.500000 Penalty: 4836.253418
	Iteration 45Q: 3 clusters Score -1450458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1450461.000000 Penalty: 4836.253418
	Iteration 46Q: 3 clusters Score -1450461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1450464.375000 Penalty: 4836.253418
	Iteration 47Q: 3 clusters Score -1450464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1450465.375000 Penalty: 4836.253418
	Iteration 48Q: 3 clusters Score -1450465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1450467.875000 Penalty: 4836.253418
	Iteration 49Q: 3 clusters Score -1450468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1450471.625000 Penalty: 4836.253418
	Iteration 50Q: 3 clusters Score -1450472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1450474.875000 Penalty: 4836.253418
	Iteration 51Q: 3 clusters Score -1450475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1450479.250000 Penalty: 4836.253418
	Iteration 52Q: 3 clusters Score -1450479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1450480.875000 Penalty: 4836.253418
	Iteration 53Q: 3 clusters Score -1450481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1450478.625000 Penalty: 4836.253418
	Iteration 54Q: 3 clusters Score -1450479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1450481.250000 Penalty: 4836.253418
	Iteration 55Q: 3 clusters Score -1450481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1450483.500000 Penalty: 4836.253418
	Iteration 56Q: 3 clusters Score -1450484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1450483.250000 Penalty: 4836.253418
	Iteration 57Q: 3 clusters Score -1450483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1450488.250000 Penalty: 4836.253418
	Iteration 58Q: 3 clusters Score -1450488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1450492.750000 Penalty: 4836.253418
	Iteration 59Q: 3 clusters Score -1450493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1450494.250000 Penalty: 4836.253418
	Iteration 60F: 3 clusters Score -1450494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1450494.625000 Penalty: 4836.253418
	Iteration 61Q: 3 clusters Score -1450495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1450494.625000 Penalty: 4836.253418
	Iteration 62Q: 3 clusters Score -1450495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1450494.500000 Penalty: 4836.253418
	Iteration 63Q: 3 clusters Score -1450494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1450493.000000 Penalty: 4836.253418
	Iteration 64Q: 3 clusters Score -1450493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1450496.625000 Penalty: 4836.253418
	Iteration 65Q: 3 clusters Score -1450497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1450496.750000 Penalty: 4836.253418
	Iteration 66Q: 3 clusters Score -1450497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1450496.000000 Penalty: 4836.253418
	Iteration 67Q: 3 clusters Score -1450496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1450497.750000 Penalty: 4836.253418
	Iteration 68Q: 3 clusters Score -1450498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1450495.750000 Penalty: 4836.253418
	Iteration 69Q: 3 clusters Score -1450496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1450496.625000 Penalty: 4836.253418
	Iteration 70Q: 3 clusters Score -1450497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1450498.875000 Penalty: 4836.253418
	Iteration 71Q: 3 clusters Score -1450499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1450499.125000 Penalty: 4836.253418
	Iteration 72Q: 3 clusters Score -1450499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1450499.500000 Penalty: 4836.253418
	Iteration 73Q: 3 clusters Score -1450500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1450499.625000 Penalty: 4836.253418
	Iteration 74Q: 3 clusters Score -1450500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1450500.000000 Penalty: 4836.253418
	Iteration 75Q: 3 clusters Score -1450500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1450495.750000 Penalty: 4836.253418
	Iteration 76Q: 3 clusters Score -1450496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1450499.125000 Penalty: 4836.253418
	Iteration 77Q: 3 clusters Score -1450499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1450500.500000 Penalty: 4836.253418
	Iteration 78Q: 3 clusters Score -1450500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1450500.750000 Penalty: 4836.253418
	Iteration 79Q: 3 clusters Score -1450501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1450503.000000 Penalty: 4836.253418
	Iteration 80F: 3 clusters Score -1450503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1450503.125000 Penalty: 4836.253418
	Iteration 81Q: 3 clusters Score -1450503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1450503.250000 Penalty: 4836.253418
	Iteration 82Q: 3 clusters Score -1450503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1450503.625000 Penalty: 4836.253418
	Iteration 83Q: 3 clusters Score -1450504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1450501.875000 Penalty: 4836.253418
	Iteration 84Q: 3 clusters Score -1450502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1450506.750000 Penalty: 4836.253418
	Iteration 85Q: 3 clusters Score -1450507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1450504.625000 Penalty: 4836.253418
	Iteration 86Q: 3 clusters Score -1450505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1450503.875000 Penalty: 4836.253418
	Iteration 87Q: 3 clusters Score -1450504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1450502.750000 Penalty: 4836.253418
	Iteration 88Q: 3 clusters Score -1450503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1450502.000000 Penalty: 4836.253418
	Iteration 89Q: 3 clusters Score -1450502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1450503.000000 Penalty: 4836.253418
	Iteration 90Q: 3 clusters Score -1450503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1450502.750000 Penalty: 4836.253418
	Iteration 91Q: 3 clusters Score -1450503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1450504.000000 Penalty: 4836.253418
	Iteration 92Q: 3 clusters Score -1450504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1450504.250000 Penalty: 4836.253418
	Iteration 93Q: 3 clusters Score -1450504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1450507.000000 Penalty: 4836.253418
	Iteration 94Q: 3 clusters Score -1450507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1450506.250000 Penalty: 4836.253418
	Iteration 95Q: 3 clusters Score -1450506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1450510.000000 Penalty: 4836.253418
	Iteration 96Q: 3 clusters Score -1450510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1450511.500000 Penalty: 4836.253418
	Iteration 97Q: 3 clusters Score -1450512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1450512.250000 Penalty: 4836.253418
	Iteration 98Q: 3 clusters Score -1450512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1450512.250000 Penalty: 4836.253418
	Iteration 99F: 3 clusters Score -1450512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84641 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138563 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164796 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 4533 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 12630 members 
Entering Unmasked Estep 
Score: -93622376.000000 Penalty: 96286.414062
Splitting cluster 22 changes total score from -93622936.000000 to -93622376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (30962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Entering Unmasked Estep 
Score: -2826489.500000 Penalty: 2564.447998
	Iteration 0F: 2 clusters Score -2826490 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 15394 members 
Entering Unmasked Estep 
Score: -2805389.000000 Penalty: 5128.895996
	Iteration 0F: 3 clusters Score -2805389 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2812901.500000 Penalty: 5128.895996
	Iteration 1F: 3 clusters Score -2812902 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2813468.750000 Penalty: 5128.895996
	Iteration 2Q: 3 clusters Score -2813469 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2814006.500000 Penalty: 5128.895996
	Iteration 3Q: 3 clusters Score -2814006 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2814622.500000 Penalty: 5128.895996
	Iteration 4Q: 3 clusters Score -2814622 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2815402.000000 Penalty: 5128.895996
	Iteration 5Q: 3 clusters Score -2815402 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2816426.500000 Penalty: 5128.895996
	Iteration 6F: 3 clusters Score -2816426 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2817715.000000 Penalty: 5128.895996
	Iteration 7F: 3 clusters Score -2817715 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2818990.500000 Penalty: 5128.895996
	Iteration 8F: 3 clusters Score -2818990 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2820152.500000 Penalty: 5128.895996
	Iteration 9Q: 3 clusters Score -2820152 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2821034.750000 Penalty: 5128.895996
	Iteration 10Q: 3 clusters Score -2821035 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2821732.500000 Penalty: 5128.895996
	Iteration 11Q: 3 clusters Score -2821732 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2822194.500000 Penalty: 5128.895996
	Iteration 12Q: 3 clusters Score -2822194 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2822525.500000 Penalty: 5128.895996
	Iteration 13Q: 3 clusters Score -2822526 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2822779.000000 Penalty: 5128.895996
	Iteration 14Q: 3 clusters Score -2822779 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2822991.000000 Penalty: 5128.895996
	Iteration 15Q: 3 clusters Score -2822991 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2823181.250000 Penalty: 5128.895996
	Iteration 16Q: 3 clusters Score -2823181 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2823394.250000 Penalty: 5128.895996
	Iteration 17Q: 3 clusters Score -2823394 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2823615.750000 Penalty: 5128.895996
	Iteration 18Q: 3 clusters Score -2823616 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2823829.750000 Penalty: 5128.895996
	Iteration 19Q: 3 clusters Score -2823830 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2824001.750000 Penalty: 5128.895996
	Iteration 20F: 3 clusters Score -2824002 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2824142.500000 Penalty: 5128.895996
	Iteration 21Q: 3 clusters Score -2824142 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2824261.750000 Penalty: 5128.895996
	Iteration 22Q: 3 clusters Score -2824262 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2824334.250000 Penalty: 5128.895996
	Iteration 23Q: 3 clusters Score -2824334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2824392.750000 Penalty: 5128.895996
	Iteration 24Q: 3 clusters Score -2824393 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2824450.500000 Penalty: 5128.895996
	Iteration 25Q: 3 clusters Score -2824450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2824497.250000 Penalty: 5128.895996
	Iteration 26Q: 3 clusters Score -2824497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2824515.000000 Penalty: 5128.895996
	Iteration 27Q: 3 clusters Score -2824515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2824534.500000 Penalty: 5128.895996
	Iteration 28Q: 3 clusters Score -2824534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2824556.000000 Penalty: 5128.895996
	Iteration 29Q: 3 clusters Score -2824556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2824562.750000 Penalty: 5128.895996
	Iteration 30Q: 3 clusters Score -2824563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2824581.000000 Penalty: 5128.895996
	Iteration 31Q: 3 clusters Score -2824581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2824592.500000 Penalty: 5128.895996
	Iteration 32Q: 3 clusters Score -2824592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2824603.500000 Penalty: 5128.895996
	Iteration 33Q: 3 clusters Score -2824604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2824600.000000 Penalty: 5128.895996
	Iteration 34Q: 3 clusters Score -2824600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2824602.500000 Penalty: 5128.895996
	Iteration 35Q: 3 clusters Score -2824602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2824604.500000 Penalty: 5128.895996
	Iteration 36Q: 3 clusters Score -2824604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2824602.250000 Penalty: 5128.895996
	Iteration 37Q: 3 clusters Score -2824602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2824603.250000 Penalty: 5128.895996
	Iteration 38Q: 3 clusters Score -2824603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2824605.750000 Penalty: 5128.895996
	Iteration 39Q: 3 clusters Score -2824606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2824605.000000 Penalty: 5128.895996
	Iteration 40F: 3 clusters Score -2824605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2824605.000000 Penalty: 5128.895996
	Iteration 41Q: 3 clusters Score -2824605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2824605.500000 Penalty: 5128.895996
	Iteration 42Q: 3 clusters Score -2824606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2824604.500000 Penalty: 5128.895996
	Iteration 43Q: 3 clusters Score -2824604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2824607.500000 Penalty: 5128.895996
	Iteration 44Q: 3 clusters Score -2824608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2824607.250000 Penalty: 5128.895996
	Iteration 45Q: 3 clusters Score -2824607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2824612.750000 Penalty: 5128.895996
	Iteration 46Q: 3 clusters Score -2824613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2824614.000000 Penalty: 5128.895996
	Iteration 47Q: 3 clusters Score -2824614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2824620.250000 Penalty: 5128.895996
	Iteration 48Q: 3 clusters Score -2824620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2824621.000000 Penalty: 5128.895996
	Iteration 49Q: 3 clusters Score -2824621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2824622.500000 Penalty: 5128.895996
	Iteration 50Q: 3 clusters Score -2824622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2824623.750000 Penalty: 5128.895996
	Iteration 51Q: 3 clusters Score -2824624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2824625.500000 Penalty: 5128.895996
	Iteration 52Q: 3 clusters Score -2824626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2824623.750000 Penalty: 5128.895996
	Iteration 53Q: 3 clusters Score -2824624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2824621.750000 Penalty: 5128.895996
	Iteration 54Q: 3 clusters Score -2824622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2824621.750000 Penalty: 5128.895996
	Iteration 55Q: 3 clusters Score -2824622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2824620.750000 Penalty: 5128.895996
	Iteration 56Q: 3 clusters Score -2824621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2824621.000000 Penalty: 5128.895996
	Iteration 57Q: 3 clusters Score -2824621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2824618.500000 Penalty: 5128.895996
	Iteration 58Q: 3 clusters Score -2824618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2824622.500000 Penalty: 5128.895996
	Iteration 59Q: 3 clusters Score -2824622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2824629.250000 Penalty: 5128.895996
	Iteration 60F: 3 clusters Score -2824629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2824632.750000 Penalty: 5128.895996
	Iteration 61Q: 3 clusters Score -2824633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2824630.250000 Penalty: 5128.895996
	Iteration 62Q: 3 clusters Score -2824630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2824631.000000 Penalty: 5128.895996
	Iteration 63Q: 3 clusters Score -2824631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2824631.500000 Penalty: 5128.895996
	Iteration 64Q: 3 clusters Score -2824632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2824633.250000 Penalty: 5128.895996
	Iteration 65Q: 3 clusters Score -2824633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2824630.000000 Penalty: 5128.895996
	Iteration 66Q: 3 clusters Score -2824630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2824634.250000 Penalty: 5128.895996
	Iteration 67Q: 3 clusters Score -2824634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2824630.250000 Penalty: 5128.895996
	Iteration 68Q: 3 clusters Score -2824630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2824628.250000 Penalty: 5128.895996
	Iteration 69Q: 3 clusters Score -2824628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2824631.500000 Penalty: 5128.895996
	Iteration 70Q: 3 clusters Score -2824632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2824633.250000 Penalty: 5128.895996
	Iteration 71Q: 3 clusters Score -2824633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2824633.000000 Penalty: 5128.895996
	Iteration 72Q: 3 clusters Score -2824633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2824632.250000 Penalty: 5128.895996
	Iteration 73Q: 3 clusters Score -2824632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2824634.750000 Penalty: 5128.895996
	Iteration 74Q: 3 clusters Score -2824635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2824639.250000 Penalty: 5128.895996
	Iteration 75Q: 3 clusters Score -2824639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2824639.250000 Penalty: 5128.895996
	Iteration 76F: 3 clusters Score -2824639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -137115.796875 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -137115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134806.656250 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -134806.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -135727.093750 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -135727.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -136537.671875 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -136537.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136956.375000 Penalty: 3684.748047
	Iteration 3F: 3 clusters Score -136956.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -137261.265625 Penalty: 3684.748047
	Iteration 4F: 3 clusters Score -137261.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -137441.640625 Penalty: 3684.748047
	Iteration 5Q: 3 clusters Score -137441.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -137497.843750 Penalty: 3684.748047
	Iteration 6Q: 3 clusters Score -137497.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -137520.250000 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -137520.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -137531.406250 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -137531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -137536.968750 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -137537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -137537.718750 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -137537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -137540.078125 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -137540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -137540.078125 Penalty: 3684.748047
	Iteration 12F: 3 clusters Score -137540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84641 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138563 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164796 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1362 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 322 members 
Entering Unmasked Estep 
Score: -93621688.000000 Penalty: 96286.414062
Splitting cluster 24 changes total score from -93622936.000000 to -93621688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -571792.312500 Penalty: 2164.046631
	Iteration 0F: 2 clusters Score -571792.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -566511.000000 Penalty: 4328.093262
	Iteration 0F: 3 clusters Score -566511 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -567877.312500 Penalty: 4328.093262
	Iteration 1F: 3 clusters Score -567877.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -568080.000000 Penalty: 4328.093262
	Iteration 2F: 3 clusters Score -568080 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -568215.000000 Penalty: 4328.093262
	Iteration 3Q: 3 clusters Score -568215 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -568322.500000 Penalty: 4328.093262
	Iteration 4Q: 3 clusters Score -568322.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -568404.187500 Penalty: 4328.093262
	Iteration 5Q: 3 clusters Score -568404.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -568489.437500 Penalty: 4328.093262
	Iteration 6Q: 3 clusters Score -568489.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -568571.500000 Penalty: 4328.093262
	Iteration 7Q: 3 clusters Score -568571.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -568658.750000 Penalty: 4328.093262
	Iteration 8Q: 3 clusters Score -568658.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -568742.312500 Penalty: 4328.093262
	Iteration 9Q: 3 clusters Score -568742.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -568833.125000 Penalty: 4328.093262
	Iteration 10Q: 3 clusters Score -568833.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -568913.625000 Penalty: 4328.093262
	Iteration 11Q: 3 clusters Score -568913.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -568994.375000 Penalty: 4328.093262
	Iteration 12Q: 3 clusters Score -568994.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -569080.437500 Penalty: 4328.093262
	Iteration 13Q: 3 clusters Score -569080.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -569172.875000 Penalty: 4328.093262
	Iteration 14Q: 3 clusters Score -569172.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -569249.437500 Penalty: 4328.093262
	Iteration 15Q: 3 clusters Score -569249.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -569322.000000 Penalty: 4328.093262
	Iteration 16Q: 3 clusters Score -569322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -569388.000000 Penalty: 4328.093262
	Iteration 17Q: 3 clusters Score -569388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -569449.562500 Penalty: 4328.093262
	Iteration 18Q: 3 clusters Score -569449.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -569502.437500 Penalty: 4328.093262
	Iteration 19Q: 3 clusters Score -569502.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -569554.687500 Penalty: 4328.093262
	Iteration 20F: 3 clusters Score -569554.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -569606.000000 Penalty: 4328.093262
	Iteration 21Q: 3 clusters Score -569606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -569649.625000 Penalty: 4328.093262
	Iteration 22Q: 3 clusters Score -569649.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -569684.312500 Penalty: 4328.093262
	Iteration 23Q: 3 clusters Score -569684.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -569723.312500 Penalty: 4328.093262
	Iteration 24Q: 3 clusters Score -569723.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -569759.625000 Penalty: 4328.093262
	Iteration 25Q: 3 clusters Score -569759.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -569795.375000 Penalty: 4328.093262
	Iteration 26Q: 3 clusters Score -569795.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -569835.062500 Penalty: 4328.093262
	Iteration 27Q: 3 clusters Score -569835.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -569871.375000 Penalty: 4328.093262
	Iteration 28Q: 3 clusters Score -569871.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -569897.562500 Penalty: 4328.093262
	Iteration 29Q: 3 clusters Score -569897.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -569916.187500 Penalty: 4328.093262
	Iteration 30Q: 3 clusters Score -569916.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -569934.187500 Penalty: 4328.093262
	Iteration 31Q: 3 clusters Score -569934.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -569949.875000 Penalty: 4328.093262
	Iteration 32Q: 3 clusters Score -569949.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -569960.125000 Penalty: 4328.093262
	Iteration 33Q: 3 clusters Score -569960.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -569965.250000 Penalty: 4328.093262
	Iteration 34Q: 3 clusters Score -569965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -569967.500000 Penalty: 4328.093262
	Iteration 35Q: 3 clusters Score -569967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -569971.312500 Penalty: 4328.093262
	Iteration 36Q: 3 clusters Score -569971.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -569974.062500 Penalty: 4328.093262
	Iteration 37Q: 3 clusters Score -569974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -569977.812500 Penalty: 4328.093262
	Iteration 38Q: 3 clusters Score -569977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -569978.375000 Penalty: 4328.093262
	Iteration 39Q: 3 clusters Score -569978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -569978.375000 Penalty: 4328.093262
	Iteration 40F: 3 clusters Score -569978.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23659.703125 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -23659.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22469.619141 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -22469.62 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22747.179688 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -22747.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22987.671875 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -22987.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23293.240234 Penalty: 2948.928711
	Iteration 3F: 3 clusters Score -23293.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23487.578125 Penalty: 2948.928711
	Iteration 4F: 3 clusters Score -23487.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23529.875000 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -23529.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23557.984375 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -23557.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23574.488281 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -23574.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23574.488281 Penalty: 2948.928711
	Iteration 8F: 3 clusters Score -23574.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Entering Unmasked Estep 
Score: -958837.062500 Penalty: 2305.081055
	Iteration 0F: 2 clusters Score -958837.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -950535.500000 Penalty: 4610.162109
	Iteration 0F: 3 clusters Score -950535.5 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -953078.000000 Penalty: 4610.162109
	Iteration 1F: 3 clusters Score -953078 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -953534.500000 Penalty: 4610.162109
	Iteration 2F: 3 clusters Score -953534.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -953953.812500 Penalty: 4610.162109
	Iteration 3F: 3 clusters Score -953953.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -954303.937500 Penalty: 4610.162109
	Iteration 4F: 3 clusters Score -954303.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -954654.812500 Penalty: 4610.162109
	Iteration 5F: 3 clusters Score -954654.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -954975.687500 Penalty: 4610.162109
	Iteration 6Q: 3 clusters Score -954975.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -955251.750000 Penalty: 4610.162109
	Iteration 7Q: 3 clusters Score -955251.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -955463.000000 Penalty: 4610.162109
	Iteration 8Q: 3 clusters Score -955463 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -955635.500000 Penalty: 4610.162109
	Iteration 9Q: 3 clusters Score -955635.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -955770.687500 Penalty: 4610.162109
	Iteration 10Q: 3 clusters Score -955770.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -955882.000000 Penalty: 4610.162109
	Iteration 11Q: 3 clusters Score -955882 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -955947.625000 Penalty: 4610.162109
	Iteration 12Q: 3 clusters Score -955947.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -955992.125000 Penalty: 4610.162109
	Iteration 13Q: 3 clusters Score -955992.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -956023.062500 Penalty: 4610.162109
	Iteration 14Q: 3 clusters Score -956023.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -956041.875000 Penalty: 4610.162109
	Iteration 15Q: 3 clusters Score -956041.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -956056.187500 Penalty: 4610.162109
	Iteration 16Q: 3 clusters Score -956056.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -956061.250000 Penalty: 4610.162109
	Iteration 17Q: 3 clusters Score -956061.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -956070.625000 Penalty: 4610.162109
	Iteration 18Q: 3 clusters Score -956070.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -956077.250000 Penalty: 4610.162109
	Iteration 19Q: 3 clusters Score -956077.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -956085.062500 Penalty: 4610.162109
	Iteration 20F: 3 clusters Score -956085.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -956089.562500 Penalty: 4610.162109
	Iteration 21Q: 3 clusters Score -956089.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -956095.500000 Penalty: 4610.162109
	Iteration 22Q: 3 clusters Score -956095.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -956098.625000 Penalty: 4610.162109
	Iteration 23Q: 3 clusters Score -956098.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -956101.375000 Penalty: 4610.162109
	Iteration 24Q: 3 clusters Score -956101.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -956102.687500 Penalty: 4610.162109
	Iteration 25Q: 3 clusters Score -956102.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -956106.687500 Penalty: 4610.162109
	Iteration 26Q: 3 clusters Score -956106.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -956107.625000 Penalty: 4610.162109
	Iteration 27Q: 3 clusters Score -956107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -956108.187500 Penalty: 4610.162109
	Iteration 28Q: 3 clusters Score -956108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -956107.375000 Penalty: 4610.162109
	Iteration 29Q: 3 clusters Score -956107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -956108.312500 Penalty: 4610.162109
	Iteration 30Q: 3 clusters Score -956108.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -956111.500000 Penalty: 4610.162109
	Iteration 31Q: 3 clusters Score -956111.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -956113.875000 Penalty: 4610.162109
	Iteration 32Q: 3 clusters Score -956113.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -956115.312500 Penalty: 4610.162109
	Iteration 33Q: 3 clusters Score -956115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -956117.750000 Penalty: 4610.162109
	Iteration 34Q: 3 clusters Score -956117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -956118.000000 Penalty: 4610.162109
	Iteration 35Q: 3 clusters Score -956118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -956120.500000 Penalty: 4610.162109
	Iteration 36Q: 3 clusters Score -956120.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -956125.875000 Penalty: 4610.162109
	Iteration 37Q: 3 clusters Score -956125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -956125.812500 Penalty: 4610.162109
	Iteration 38Q: 3 clusters Score -956125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -956124.500000 Penalty: 4610.162109
	Iteration 39Q: 3 clusters Score -956124.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -956127.125000 Penalty: 4610.162109
	Iteration 40F: 3 clusters Score -956127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -956127.187500 Penalty: 4610.162109
	Iteration 41Q: 3 clusters Score -956127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -956129.312500 Penalty: 4610.162109
	Iteration 42Q: 3 clusters Score -956129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -956130.000000 Penalty: 4610.162109
	Iteration 43Q: 3 clusters Score -956130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -956128.687500 Penalty: 4610.162109
	Iteration 44Q: 3 clusters Score -956128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -956131.187500 Penalty: 4610.162109
	Iteration 45Q: 3 clusters Score -956131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -956130.062500 Penalty: 4610.162109
	Iteration 46Q: 3 clusters Score -956130.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -956131.500000 Penalty: 4610.162109
	Iteration 47Q: 3 clusters Score -956131.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -956132.875000 Penalty: 4610.162109
	Iteration 48Q: 3 clusters Score -956132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -956137.125000 Penalty: 4610.162109
	Iteration 49Q: 3 clusters Score -956137.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -956138.250000 Penalty: 4610.162109
	Iteration 50Q: 3 clusters Score -956138.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -956139.062500 Penalty: 4610.162109
	Iteration 51Q: 3 clusters Score -956139.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -956145.937500 Penalty: 4610.162109
	Iteration 52Q: 3 clusters Score -956145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -956147.625000 Penalty: 4610.162109
	Iteration 53Q: 3 clusters Score -956147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -956150.562500 Penalty: 4610.162109
	Iteration 54Q: 3 clusters Score -956150.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -956152.500000 Penalty: 4610.162109
	Iteration 55Q: 3 clusters Score -956152.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -956152.375000 Penalty: 4610.162109
	Iteration 56Q: 3 clusters Score -956152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -956154.312500 Penalty: 4610.162109
	Iteration 57Q: 3 clusters Score -956154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -956157.437500 Penalty: 4610.162109
	Iteration 58Q: 3 clusters Score -956157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -956154.937500 Penalty: 4610.162109
	Iteration 59Q: 3 clusters Score -956154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -956155.500000 Penalty: 4610.162109
	Iteration 60F: 3 clusters Score -956155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -956156.375000 Penalty: 4610.162109
	Iteration 61Q: 3 clusters Score -956156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -956156.375000 Penalty: 4610.162109
	Iteration 62F: 3 clusters Score -956156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84641 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138563 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164796 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622912.000000 Penalty: 92847.609375
Iteration 199Q: 28 clusters Score -9.362291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84665 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138539 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164799 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622904.000000 Penalty: 92847.609375
Iteration 200F: 28 clusters Score -9.36229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84690 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138513 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9511 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164802 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622880.000000 Penalty: 92847.609375
Iteration 201Q: 28 clusters Score -9.362288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84707 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138490 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164808 members 
Mstep: Class 19 contains 32962 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17161 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622856.000000 Penalty: 92847.609375
Iteration 202Q: 28 clusters Score -9.362286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84725 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138474 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164810 members 
Mstep: Class 19 contains 32960 members 
Mstep: Class 20 contains 438156 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622872.000000 Penalty: 92847.609375
Iteration 203Q: 28 clusters Score -9.362287e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84745 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138454 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164813 members 
Mstep: Class 19 contains 32956 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622872.000000 Penalty: 92847.609375
Iteration 204Q: 28 clusters Score -9.362287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84767 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138437 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164812 members 
Mstep: Class 19 contains 32951 members 
Mstep: Class 20 contains 438158 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17160 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622872.000000 Penalty: 92847.609375
Iteration 205Q: 28 clusters Score -9.362287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25222 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84784 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138422 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164813 members 
Mstep: Class 19 contains 32951 members 
Mstep: Class 20 contains 438158 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622848.000000 Penalty: 92847.609375
Iteration 206Q: 28 clusters Score -9.362285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84808 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138407 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164812 members 
Mstep: Class 19 contains 32945 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622824.000000 Penalty: 92847.609375
Iteration 207Q: 28 clusters Score -9.362282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84828 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138387 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164817 members 
Mstep: Class 19 contains 32940 members 
Mstep: Class 20 contains 438156 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622784.000000 Penalty: 92847.609375
Iteration 208Q: 28 clusters Score -9.362278e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25222 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84849 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138376 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164814 members 
Mstep: Class 19 contains 32931 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622736.000000 Penalty: 92847.609375
Iteration 209Q: 28 clusters Score -9.362274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84861 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138359 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9513 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164818 members 
Mstep: Class 19 contains 32934 members 
Mstep: Class 20 contains 438157 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622760.000000 Penalty: 92847.609375
Iteration 210Q: 28 clusters Score -9.362276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84871 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138349 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9514 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164821 members 
Mstep: Class 19 contains 32931 members 
Mstep: Class 20 contains 438155 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622760.000000 Penalty: 92847.609375
Iteration 211Q: 28 clusters Score -9.362276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84881 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138337 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164822 members 
Mstep: Class 19 contains 32930 members 
Mstep: Class 20 contains 438155 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622776.000000 Penalty: 92847.609375
Iteration 212Q: 28 clusters Score -9.362278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84892 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138330 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164825 members 
Mstep: Class 19 contains 32927 members 
Mstep: Class 20 contains 438154 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622736.000000 Penalty: 92847.609375
Iteration 213Q: 28 clusters Score -9.362274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84903 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138323 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164825 members 
Mstep: Class 19 contains 32921 members 
Mstep: Class 20 contains 438154 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17159 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622728.000000 Penalty: 92847.609375
Iteration 214Q: 28 clusters Score -9.362273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25221 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84913 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138312 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164826 members 
Mstep: Class 19 contains 32922 members 
Mstep: Class 20 contains 438153 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622784.000000 Penalty: 92847.609375
Iteration 215Q: 28 clusters Score -9.362278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84925 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138294 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164829 members 
Mstep: Class 19 contains 32921 members 
Mstep: Class 20 contains 438153 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622808.000000 Penalty: 92847.609375
Iteration 216Q: 28 clusters Score -9.362281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84935 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138284 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164829 members 
Mstep: Class 19 contains 32921 members 
Mstep: Class 20 contains 438152 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17156 members 
Mstep: Class 23 contains 30956 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622808.000000 Penalty: 92847.609375
Iteration 217Q: 28 clusters Score -9.362281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84947 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138268 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164832 members 
Mstep: Class 19 contains 32923 members 
Mstep: Class 20 contains 438152 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17155 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622800.000000 Penalty: 92847.609375
Iteration 218Q: 28 clusters Score -9.36228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84966 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138251 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 164833 members 
Mstep: Class 19 contains 32920 members 
Mstep: Class 20 contains 438151 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17155 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622760.000000 Penalty: 92847.609375
Iteration 219Q: 28 clusters Score -9.362276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 84985 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138232 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164833 members 
Mstep: Class 19 contains 32916 members 
Mstep: Class 20 contains 438150 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17155 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6167 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622752.000000 Penalty: 92847.609375
Iteration 220F: 28 clusters Score -9.362275e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85008 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138215 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164832 members 
Mstep: Class 19 contains 32909 members 
Mstep: Class 20 contains 438150 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17155 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6170 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622784.000000 Penalty: 92847.609375
Iteration 221Q: 28 clusters Score -9.362278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85023 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138197 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164836 members 
Mstep: Class 19 contains 32907 members 
Mstep: Class 20 contains 438150 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17155 members 
Mstep: Class 23 contains 30960 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6170 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622792.000000 Penalty: 92847.609375
Iteration 222Q: 28 clusters Score -9.362279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85038 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138184 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9515 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164839 members 
Mstep: Class 19 contains 32901 members 
Mstep: Class 20 contains 438150 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17155 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6170 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622784.000000 Penalty: 92847.609375
Iteration 223Q: 28 clusters Score -9.362278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85052 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138174 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9515 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164839 members 
Mstep: Class 19 contains 32898 members 
Mstep: Class 20 contains 438149 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17154 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622728.000000 Penalty: 92847.609375
Iteration 224Q: 28 clusters Score -9.362273e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85068 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138162 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9517 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164838 members 
Mstep: Class 19 contains 32892 members 
Mstep: Class 20 contains 438147 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17153 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622720.000000 Penalty: 92847.609375
Iteration 225Q: 28 clusters Score -9.362272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85080 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138155 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9518 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164837 members 
Mstep: Class 19 contains 32889 members 
Mstep: Class 20 contains 438144 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6174 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622688.000000 Penalty: 92847.609375
Iteration 226Q: 28 clusters Score -9.362269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85087 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138148 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9519 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164838 members 
Mstep: Class 19 contains 32888 members 
Mstep: Class 20 contains 438145 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622696.000000 Penalty: 92847.609375
Iteration 227Q: 28 clusters Score -9.36227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85099 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138135 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9520 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164840 members 
Mstep: Class 19 contains 32888 members 
Mstep: Class 20 contains 438145 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622688.000000 Penalty: 92847.609375
Iteration 228Q: 28 clusters Score -9.362269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85104 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138129 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9520 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164843 members 
Mstep: Class 19 contains 32886 members 
Mstep: Class 20 contains 438145 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622696.000000 Penalty: 92847.609375
Iteration 229Q: 28 clusters Score -9.36227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85114 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138116 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9520 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164845 members 
Mstep: Class 19 contains 32886 members 
Mstep: Class 20 contains 438145 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30960 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6176 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622720.000000 Penalty: 92847.609375
Iteration 230Q: 28 clusters Score -9.362272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25222 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85126 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138108 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164847 members 
Mstep: Class 19 contains 32881 members 
Mstep: Class 20 contains 438145 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17150 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622736.000000 Penalty: 92847.609375
Iteration 231Q: 28 clusters Score -9.362274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25222 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85138 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138100 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164848 members 
Mstep: Class 19 contains 32877 members 
Mstep: Class 20 contains 438143 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622744.000000 Penalty: 92847.609375
Iteration 232Q: 28 clusters Score -9.362274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85140 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138097 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9522 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164851 members 
Mstep: Class 19 contains 32876 members 
Mstep: Class 20 contains 438143 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622760.000000 Penalty: 92847.609375
Iteration 233Q: 28 clusters Score -9.362276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85145 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138087 members 
Mstep: Class 13 contains 34383 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164856 members 
Mstep: Class 19 contains 32877 members 
Mstep: Class 20 contains 438143 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622776.000000 Penalty: 92847.609375
Iteration 234Q: 28 clusters Score -9.362278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25222 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85150 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138077 members 
Mstep: Class 13 contains 34382 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164862 members 
Mstep: Class 19 contains 32877 members 
Mstep: Class 20 contains 438143 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622776.000000 Penalty: 92847.609375
Iteration 235Q: 28 clusters Score -9.362278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85161 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138067 members 
Mstep: Class 13 contains 34383 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164864 members 
Mstep: Class 19 contains 32876 members 
Mstep: Class 20 contains 438142 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17149 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622728.000000 Penalty: 92847.609375
Iteration 236Q: 28 clusters Score -9.362273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85171 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138057 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164865 members 
Mstep: Class 19 contains 32876 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622728.000000 Penalty: 92847.609375
Iteration 237Q: 28 clusters Score -9.362273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25227 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85173 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138046 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32878 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622744.000000 Penalty: 92847.609375
Iteration 238Q: 28 clusters Score -9.362274e+07 nChanged 10
Entering ConstructFrom: 
Score: -93622744.000000 Penalty: 92847.609375
Entering ConstructFrom: 
Trying to split cluster 1 (19315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Entering Unmasked Estep 
Score: -1663840.875000 Penalty: 2447.421875
	Iteration 0F: 2 clusters Score -1663841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1650269.125000 Penalty: 4894.843750
	Iteration 0F: 3 clusters Score -1650269 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1655435.375000 Penalty: 4894.843750
	Iteration 1F: 3 clusters Score -1655435 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1656623.875000 Penalty: 4894.843750
	Iteration 2F: 3 clusters Score -1656624 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1657862.250000 Penalty: 4894.843750
	Iteration 3F: 3 clusters Score -1657862 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1659002.500000 Penalty: 4894.843750
	Iteration 4F: 3 clusters Score -1659002 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1659895.875000 Penalty: 4894.843750
	Iteration 5F: 3 clusters Score -1659896 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1660600.625000 Penalty: 4894.843750
	Iteration 6Q: 3 clusters Score -1660601 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1661097.750000 Penalty: 4894.843750
	Iteration 7Q: 3 clusters Score -1661098 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1661483.500000 Penalty: 4894.843750
	Iteration 8Q: 3 clusters Score -1661484 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1661768.375000 Penalty: 4894.843750
	Iteration 9Q: 3 clusters Score -1661768 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1661946.000000 Penalty: 4894.843750
	Iteration 10Q: 3 clusters Score -1661946 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1662075.250000 Penalty: 4894.843750
	Iteration 11Q: 3 clusters Score -1662075 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1662170.875000 Penalty: 4894.843750
	Iteration 12Q: 3 clusters Score -1662171 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1662247.375000 Penalty: 4894.843750
	Iteration 13Q: 3 clusters Score -1662247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1662313.875000 Penalty: 4894.843750
	Iteration 14Q: 3 clusters Score -1662314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1662357.875000 Penalty: 4894.843750
	Iteration 15Q: 3 clusters Score -1662358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1662399.250000 Penalty: 4894.843750
	Iteration 16Q: 3 clusters Score -1662399 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1662425.625000 Penalty: 4894.843750
	Iteration 17Q: 3 clusters Score -1662426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1662452.125000 Penalty: 4894.843750
	Iteration 18Q: 3 clusters Score -1662452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1662477.000000 Penalty: 4894.843750
	Iteration 19Q: 3 clusters Score -1662477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1662490.250000 Penalty: 4894.843750
	Iteration 20F: 3 clusters Score -1662490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -1662504.000000 Penalty: 4894.843750
	Iteration 21Q: 3 clusters Score -1662504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1662523.250000 Penalty: 4894.843750
	Iteration 22Q: 3 clusters Score -1662523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1662535.375000 Penalty: 4894.843750
	Iteration 23Q: 3 clusters Score -1662535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1662551.625000 Penalty: 4894.843750
	Iteration 24Q: 3 clusters Score -1662552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1662557.875000 Penalty: 4894.843750
	Iteration 25Q: 3 clusters Score -1662558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1662558.750000 Penalty: 4894.843750
	Iteration 26Q: 3 clusters Score -1662559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -1662562.125000 Penalty: 4894.843750
	Iteration 27Q: 3 clusters Score -1662562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1662566.750000 Penalty: 4894.843750
	Iteration 28Q: 3 clusters Score -1662567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1662570.250000 Penalty: 4894.843750
	Iteration 29Q: 3 clusters Score -1662570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1662571.250000 Penalty: 4894.843750
	Iteration 30Q: 3 clusters Score -1662571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1662573.750000 Penalty: 4894.843750
	Iteration 31Q: 3 clusters Score -1662574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1662573.250000 Penalty: 4894.843750
	Iteration 32Q: 3 clusters Score -1662573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1662573.250000 Penalty: 4894.843750
	Iteration 33F: 3 clusters Score -1662573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -29589.925781 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -29589.93 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 180 members 
Entering Unmasked Estep 
Score: -28177.160156 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -28177.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28293.867188 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -28293.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28316.882812 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -28316.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28337.884766 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -28337.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28346.994141 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -28346.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28363.830078 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -28363.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28376.439453 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -28376.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28385.884766 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -28385.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28390.535156 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -28390.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28390.535156 Penalty: 2929.059326
	Iteration 9F: 3 clusters Score -28390.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -121109.656250 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -121109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -118799.960938 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -118800 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -119258.625000 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -119258.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -119498.523438 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -119498.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119789.218750 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -119789.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -120228.742188 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -120228.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120773.093750 Penalty: 3625.369141
	Iteration 5F: 3 clusters Score -120773.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -121115.656250 Penalty: 3625.369141
	Iteration 6F: 3 clusters Score -121115.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -121274.742188 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -121274.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -121436.695312 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -121436.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -121593.601562 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -121593.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -121661.507812 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -121661.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -121688.335938 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -121688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -121708.195312 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -121708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -121739.437500 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -121739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -121781.390625 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -121781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -121793.726562 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -121793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -121795.226562 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -121795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -121795.226562 Penalty: 3625.369141
	Iteration 17F: 3 clusters Score -121795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 908 members 
Entering Unmasked Estep 
Score: -93621472.000000 Penalty: 96286.414062
Splitting cluster 3 changes total score from -93622744.000000 to -93621472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Entering Unmasked Estep 
Score: -1128514.250000 Penalty: 2341.558838
	Iteration 0F: 2 clusters Score -1128514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1119206.500000 Penalty: 4683.117676
	Iteration 0F: 3 clusters Score -1119206 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1122032.750000 Penalty: 4683.117676
	Iteration 1F: 3 clusters Score -1122033 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1122473.500000 Penalty: 4683.117676
	Iteration 2F: 3 clusters Score -1122474 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1122847.250000 Penalty: 4683.117676
	Iteration 3F: 3 clusters Score -1122847 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1123202.250000 Penalty: 4683.117676
	Iteration 4Q: 3 clusters Score -1123202 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1123542.750000 Penalty: 4683.117676
	Iteration 5Q: 3 clusters Score -1123543 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1123908.125000 Penalty: 4683.117676
	Iteration 6Q: 3 clusters Score -1123908 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1124275.875000 Penalty: 4683.117676
	Iteration 7Q: 3 clusters Score -1124276 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1124623.750000 Penalty: 4683.117676
	Iteration 8Q: 3 clusters Score -1124624 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1124996.625000 Penalty: 4683.117676
	Iteration 9Q: 3 clusters Score -1124997 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1125304.125000 Penalty: 4683.117676
	Iteration 10Q: 3 clusters Score -1125304 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1125546.000000 Penalty: 4683.117676
	Iteration 11Q: 3 clusters Score -1125546 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1125750.625000 Penalty: 4683.117676
	Iteration 12Q: 3 clusters Score -1125751 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1125924.250000 Penalty: 4683.117676
	Iteration 13Q: 3 clusters Score -1125924 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1126069.625000 Penalty: 4683.117676
	Iteration 14Q: 3 clusters Score -1126070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1126184.250000 Penalty: 4683.117676
	Iteration 15Q: 3 clusters Score -1126184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1126258.625000 Penalty: 4683.117676
	Iteration 16Q: 3 clusters Score -1126259 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1126324.375000 Penalty: 4683.117676
	Iteration 17Q: 3 clusters Score -1126324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1126372.375000 Penalty: 4683.117676
	Iteration 18Q: 3 clusters Score -1126372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1126408.750000 Penalty: 4683.117676
	Iteration 19Q: 3 clusters Score -1126409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1126445.125000 Penalty: 4683.117676
	Iteration 20F: 3 clusters Score -1126445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1126465.375000 Penalty: 4683.117676
	Iteration 21Q: 3 clusters Score -1126465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1126484.625000 Penalty: 4683.117676
	Iteration 22Q: 3 clusters Score -1126485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1126496.250000 Penalty: 4683.117676
	Iteration 23Q: 3 clusters Score -1126496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1126510.750000 Penalty: 4683.117676
	Iteration 24Q: 3 clusters Score -1126511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1126524.875000 Penalty: 4683.117676
	Iteration 25Q: 3 clusters Score -1126525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1126532.625000 Penalty: 4683.117676
	Iteration 26Q: 3 clusters Score -1126533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1126543.125000 Penalty: 4683.117676
	Iteration 27Q: 3 clusters Score -1126543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1126547.375000 Penalty: 4683.117676
	Iteration 28Q: 3 clusters Score -1126547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1126555.000000 Penalty: 4683.117676
	Iteration 29Q: 3 clusters Score -1126555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1126560.500000 Penalty: 4683.117676
	Iteration 30Q: 3 clusters Score -1126560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1126569.125000 Penalty: 4683.117676
	Iteration 31Q: 3 clusters Score -1126569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1126570.625000 Penalty: 4683.117676
	Iteration 32Q: 3 clusters Score -1126571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1126574.375000 Penalty: 4683.117676
	Iteration 33Q: 3 clusters Score -1126574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1126575.375000 Penalty: 4683.117676
	Iteration 34Q: 3 clusters Score -1126575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1126579.875000 Penalty: 4683.117676
	Iteration 35Q: 3 clusters Score -1126580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1126581.000000 Penalty: 4683.117676
	Iteration 36Q: 3 clusters Score -1126581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1126582.125000 Penalty: 4683.117676
	Iteration 37Q: 3 clusters Score -1126582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1126583.625000 Penalty: 4683.117676
	Iteration 38Q: 3 clusters Score -1126584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1126587.750000 Penalty: 4683.117676
	Iteration 39Q: 3 clusters Score -1126588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1126587.250000 Penalty: 4683.117676
	Iteration 40F: 3 clusters Score -1126587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1126589.125000 Penalty: 4683.117676
	Iteration 41Q: 3 clusters Score -1126589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1126588.250000 Penalty: 4683.117676
	Iteration 42Q: 3 clusters Score -1126588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1126587.750000 Penalty: 4683.117676
	Iteration 43Q: 3 clusters Score -1126588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1126590.375000 Penalty: 4683.117676
	Iteration 44Q: 3 clusters Score -1126590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1126590.250000 Penalty: 4683.117676
	Iteration 45Q: 3 clusters Score -1126590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1126591.750000 Penalty: 4683.117676
	Iteration 46Q: 3 clusters Score -1126592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1126593.250000 Penalty: 4683.117676
	Iteration 47Q: 3 clusters Score -1126593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1126592.375000 Penalty: 4683.117676
	Iteration 48Q: 3 clusters Score -1126592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1126592.375000 Penalty: 4683.117676
	Iteration 49F: 3 clusters Score -1126592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -51934.082031 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -51934.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50405.710938 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -50405.71 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51017.175781 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -51017.18 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51514.082031 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -51514.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51941.835938 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -51941.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52076.792969 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -52076.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52113.710938 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -52113.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52122.929688 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -52122.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52124.687500 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -52124.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52124.687500 Penalty: 3215.621338
	Iteration 8F: 3 clusters Score -52124.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 160 members 
Entering Unmasked Estep 
Score: -93620960.000000 Penalty: 96286.414062
Splitting cluster 5 changes total score from -93622744.000000 to -93620960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (25226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Entering Unmasked Estep 
Score: -2241912.000000 Penalty: 2513.636475
	Iteration 0F: 2 clusters Score -2241912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2224404.500000 Penalty: 5027.272949
	Iteration 0F: 3 clusters Score -2224404 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2230560.500000 Penalty: 5027.272949
	Iteration 1F: 3 clusters Score -2230560 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2231053.250000 Penalty: 5027.272949
	Iteration 2F: 3 clusters Score -2231053 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2231419.000000 Penalty: 5027.272949
	Iteration 3Q: 3 clusters Score -2231419 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2231752.000000 Penalty: 5027.272949
	Iteration 4Q: 3 clusters Score -2231752 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2232032.750000 Penalty: 5027.272949
	Iteration 5Q: 3 clusters Score -2232033 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2232298.500000 Penalty: 5027.272949
	Iteration 6Q: 3 clusters Score -2232298 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2232604.750000 Penalty: 5027.272949
	Iteration 7Q: 3 clusters Score -2232605 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2232976.250000 Penalty: 5027.272949
	Iteration 8Q: 3 clusters Score -2232976 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2233421.500000 Penalty: 5027.272949
	Iteration 9Q: 3 clusters Score -2233422 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2233915.500000 Penalty: 5027.272949
	Iteration 10Q: 3 clusters Score -2233916 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2234504.000000 Penalty: 5027.272949
	Iteration 11Q: 3 clusters Score -2234504 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2235096.250000 Penalty: 5027.272949
	Iteration 12Q: 3 clusters Score -2235096 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2235644.750000 Penalty: 5027.272949
	Iteration 13Q: 3 clusters Score -2235645 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2236174.000000 Penalty: 5027.272949
	Iteration 14Q: 3 clusters Score -2236174 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2236635.750000 Penalty: 5027.272949
	Iteration 15Q: 3 clusters Score -2236636 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2237059.000000 Penalty: 5027.272949
	Iteration 16Q: 3 clusters Score -2237059 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2237466.500000 Penalty: 5027.272949
	Iteration 17Q: 3 clusters Score -2237466 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2237842.500000 Penalty: 5027.272949
	Iteration 18Q: 3 clusters Score -2237842 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2238135.500000 Penalty: 5027.272949
	Iteration 19Q: 3 clusters Score -2238136 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2238374.750000 Penalty: 5027.272949
	Iteration 20F: 3 clusters Score -2238375 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2238613.250000 Penalty: 5027.272949
	Iteration 21Q: 3 clusters Score -2238613 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2238866.250000 Penalty: 5027.272949
	Iteration 22Q: 3 clusters Score -2238866 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2239100.500000 Penalty: 5027.272949
	Iteration 23Q: 3 clusters Score -2239100 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2239277.500000 Penalty: 5027.272949
	Iteration 24Q: 3 clusters Score -2239278 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2239397.500000 Penalty: 5027.272949
	Iteration 25Q: 3 clusters Score -2239398 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2239502.750000 Penalty: 5027.272949
	Iteration 26Q: 3 clusters Score -2239503 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2239572.750000 Penalty: 5027.272949
	Iteration 27Q: 3 clusters Score -2239573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2239640.500000 Penalty: 5027.272949
	Iteration 28Q: 3 clusters Score -2239640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2239686.500000 Penalty: 5027.272949
	Iteration 29Q: 3 clusters Score -2239686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2239725.500000 Penalty: 5027.272949
	Iteration 30Q: 3 clusters Score -2239726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2239750.250000 Penalty: 5027.272949
	Iteration 31Q: 3 clusters Score -2239750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2239770.000000 Penalty: 5027.272949
	Iteration 32Q: 3 clusters Score -2239770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2239785.250000 Penalty: 5027.272949
	Iteration 33Q: 3 clusters Score -2239785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2239805.250000 Penalty: 5027.272949
	Iteration 34Q: 3 clusters Score -2239805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2239822.250000 Penalty: 5027.272949
	Iteration 35Q: 3 clusters Score -2239822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2239831.000000 Penalty: 5027.272949
	Iteration 36Q: 3 clusters Score -2239831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2239831.750000 Penalty: 5027.272949
	Iteration 37Q: 3 clusters Score -2239832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2239834.750000 Penalty: 5027.272949
	Iteration 38Q: 3 clusters Score -2239835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2239837.750000 Penalty: 5027.272949
	Iteration 39Q: 3 clusters Score -2239838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2239836.250000 Penalty: 5027.272949
	Iteration 40F: 3 clusters Score -2239836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2239842.750000 Penalty: 5027.272949
	Iteration 41Q: 3 clusters Score -2239843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2239844.500000 Penalty: 5027.272949
	Iteration 42Q: 3 clusters Score -2239844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2239845.250000 Penalty: 5027.272949
	Iteration 43Q: 3 clusters Score -2239845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2239848.750000 Penalty: 5027.272949
	Iteration 44Q: 3 clusters Score -2239849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2239849.250000 Penalty: 5027.272949
	Iteration 45Q: 3 clusters Score -2239849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2239853.000000 Penalty: 5027.272949
	Iteration 46Q: 3 clusters Score -2239853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2239859.000000 Penalty: 5027.272949
	Iteration 47Q: 3 clusters Score -2239859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -2239862.500000 Penalty: 5027.272949
	Iteration 48Q: 3 clusters Score -2239862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2239866.750000 Penalty: 5027.272949
	Iteration 49Q: 3 clusters Score -2239867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2239862.000000 Penalty: 5027.272949
	Iteration 50Q: 3 clusters Score -2239862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2239864.250000 Penalty: 5027.272949
	Iteration 51Q: 3 clusters Score -2239864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2239864.250000 Penalty: 5027.272949
	Iteration 52F: 3 clusters Score -2239864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -125008.125000 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -125008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122725.453125 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -122725.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -123147.531250 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -123147.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -123356.226562 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -123356.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -123615.734375 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -123615.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -123907.718750 Penalty: 3634.579346
	Iteration 4F: 3 clusters Score -123907.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -124224.101562 Penalty: 3634.579346
	Iteration 5F: 3 clusters Score -124224.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -124585.906250 Penalty: 3634.579346
	Iteration 6F: 3 clusters Score -124585.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -124860.359375 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -124860.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -125000.890625 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -125000.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -125148.468750 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -125148.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -125256.554688 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -125256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -125284.125000 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -125284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -125292.898438 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -125292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -125301.679688 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -125301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -125312.648438 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -125312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -125314.296875 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -125314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -125315.960938 Penalty: 3634.579346
	Iteration 16Q: 3 clusters Score -125316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -125315.960938 Penalty: 3634.579346
	Iteration 17F: 3 clusters Score -125316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 1035 members 
Entering Unmasked Estep 
Score: -93621064.000000 Penalty: 96286.414062
Splitting cluster 7 changes total score from -93622744.000000 to -93621064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -624195.312500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -624195.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -618287.375000 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -618287.4 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -619839.875000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -619839.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -620102.875000 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -620102.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -620268.250000 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -620268.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -620369.125000 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -620369.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -620442.062500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -620442.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -620499.312500 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -620499.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -620548.875000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -620548.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -620590.812500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -620590.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -620631.375000 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -620631.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -620674.187500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -620674.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -620721.125000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -620721.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -620770.000000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -620770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -620813.250000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -620813.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -620866.187500 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -620866.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -620928.937500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -620928.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -620999.250000 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -620999.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -621064.500000 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -621064.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -621146.062500 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -621146.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -621241.562500 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -621241.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -621340.687500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -621340.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -621442.875000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -621442.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -621549.062500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -621549.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -621652.687500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -621652.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -621750.812500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -621750.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -621850.125000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -621850.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -621946.000000 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -621946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -622042.562500 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -622042.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -622103.875000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -622103.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -622140.875000 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -622140.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -622170.250000 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -622170.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -622193.125000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -622193.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -622213.750000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -622213.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -622227.375000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -622227.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -622243.812500 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -622243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -622256.562500 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -622256.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -622266.750000 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -622266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -622271.937500 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -622271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -622276.687500 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -622276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -622281.687500 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -622281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -622286.750000 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -622286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -622288.500000 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -622288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -622289.125000 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -622289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -622292.250000 Penalty: 4399.988281
	Iteration 43Q: 3 clusters Score -622292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -622292.250000 Penalty: 4399.988281
	Iteration 44F: 3 clusters Score -622292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Entering Unmasked Estep 
Score: -7887403.000000 Penalty: 2815.419434
	Iteration 0F: 2 clusters Score -7887403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -7830367.000000 Penalty: 5630.838867
	Iteration 0F: 3 clusters Score -7830367 nChanged 40058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7853315.500000 Penalty: 5630.838867
	Iteration 1F: 3 clusters Score -7853316 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -7854449.500000 Penalty: 5630.838867
	Iteration 2Q: 3 clusters Score -7854450 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -7856269.000000 Penalty: 5630.838867
	Iteration 3Q: 3 clusters Score -7856269 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -7859642.500000 Penalty: 5630.838867
	Iteration 4F: 3 clusters Score -7859642 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -7865282.500000 Penalty: 5630.838867
	Iteration 5F: 3 clusters Score -7865282 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -7872457.500000 Penalty: 5630.838867
	Iteration 6F: 3 clusters Score -7872458 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -7878877.500000 Penalty: 5630.838867
	Iteration 7F: 3 clusters Score -7878878 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7882569.500000 Penalty: 5630.838867
	Iteration 8Q: 3 clusters Score -7882570 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7884040.000000 Penalty: 5630.838867
	Iteration 9Q: 3 clusters Score -7884040 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7884528.000000 Penalty: 5630.838867
	Iteration 10Q: 3 clusters Score -7884528 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7884721.000000 Penalty: 5630.838867
	Iteration 11Q: 3 clusters Score -7884721 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7884843.000000 Penalty: 5630.838867
	Iteration 12Q: 3 clusters Score -7884843 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7884896.500000 Penalty: 5630.838867
	Iteration 13Q: 3 clusters Score -7884896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7884953.500000 Penalty: 5630.838867
	Iteration 14Q: 3 clusters Score -7884954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7884990.500000 Penalty: 5630.838867
	Iteration 15Q: 3 clusters Score -7884990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7885005.000000 Penalty: 5630.838867
	Iteration 16Q: 3 clusters Score -7885005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7885014.000000 Penalty: 5630.838867
	Iteration 17Q: 3 clusters Score -7885014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7885017.000000 Penalty: 5630.838867
	Iteration 18Q: 3 clusters Score -7885017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7885017.000000 Penalty: 5630.838867
	Iteration 19Q: 3 clusters Score -7885017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7885024.500000 Penalty: 5630.838867
	Iteration 20F: 3 clusters Score -7885024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7885037.500000 Penalty: 5630.838867
	Iteration 21Q: 3 clusters Score -7885038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7885044.000000 Penalty: 5630.838867
	Iteration 22Q: 3 clusters Score -7885044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7885062.500000 Penalty: 5630.838867
	Iteration 23Q: 3 clusters Score -7885062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7885062.000000 Penalty: 5630.838867
	Iteration 24Q: 3 clusters Score -7885062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7885069.000000 Penalty: 5630.838867
	Iteration 25Q: 3 clusters Score -7885069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7885067.000000 Penalty: 5630.838867
	Iteration 26Q: 3 clusters Score -7885067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7885073.000000 Penalty: 5630.838867
	Iteration 27Q: 3 clusters Score -7885073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7885078.500000 Penalty: 5630.838867
	Iteration 28Q: 3 clusters Score -7885078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7885078.500000 Penalty: 5630.838867
	Iteration 29F: 3 clusters Score -7885078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -417077.343750 Penalty: 2086.299805
	Iteration 0F: 2 clusters Score -417077.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -412887.906250 Penalty: 4172.599609
	Iteration 0F: 3 clusters Score -412887.9 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -413882.062500 Penalty: 4172.599609
	Iteration 1F: 3 clusters Score -413882.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -414084.281250 Penalty: 4172.599609
	Iteration 2F: 3 clusters Score -414084.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -414190.437500 Penalty: 4172.599609
	Iteration 3Q: 3 clusters Score -414190.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -414262.562500 Penalty: 4172.599609
	Iteration 4Q: 3 clusters Score -414262.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -414312.281250 Penalty: 4172.599609
	Iteration 5Q: 3 clusters Score -414312.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -414345.593750 Penalty: 4172.599609
	Iteration 6Q: 3 clusters Score -414345.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -414366.031250 Penalty: 4172.599609
	Iteration 7Q: 3 clusters Score -414366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -414388.156250 Penalty: 4172.599609
	Iteration 8Q: 3 clusters Score -414388.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -414408.156250 Penalty: 4172.599609
	Iteration 9Q: 3 clusters Score -414408.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -414427.687500 Penalty: 4172.599609
	Iteration 10Q: 3 clusters Score -414427.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -414442.687500 Penalty: 4172.599609
	Iteration 11Q: 3 clusters Score -414442.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -414452.187500 Penalty: 4172.599609
	Iteration 12Q: 3 clusters Score -414452.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -414460.718750 Penalty: 4172.599609
	Iteration 13Q: 3 clusters Score -414460.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -414464.937500 Penalty: 4172.599609
	Iteration 14Q: 3 clusters Score -414464.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -414469.562500 Penalty: 4172.599609
	Iteration 15Q: 3 clusters Score -414469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -414475.093750 Penalty: 4172.599609
	Iteration 16Q: 3 clusters Score -414475.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -414482.062500 Penalty: 4172.599609
	Iteration 17Q: 3 clusters Score -414482.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -414487.625000 Penalty: 4172.599609
	Iteration 18Q: 3 clusters Score -414487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -414493.937500 Penalty: 4172.599609
	Iteration 19Q: 3 clusters Score -414493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -414497.968750 Penalty: 4172.599609
	Iteration 20F: 3 clusters Score -414498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -414503.656250 Penalty: 4172.599609
	Iteration 21Q: 3 clusters Score -414503.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -414506.125000 Penalty: 4172.599609
	Iteration 22Q: 3 clusters Score -414506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -414508.312500 Penalty: 4172.599609
	Iteration 23Q: 3 clusters Score -414508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -414510.906250 Penalty: 4172.599609
	Iteration 24Q: 3 clusters Score -414510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -414514.125000 Penalty: 4172.599609
	Iteration 25Q: 3 clusters Score -414514.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -414517.156250 Penalty: 4172.599609
	Iteration 26Q: 3 clusters Score -414517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -414518.531250 Penalty: 4172.599609
	Iteration 27Q: 3 clusters Score -414518.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -414521.000000 Penalty: 4172.599609
	Iteration 28Q: 3 clusters Score -414521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -414523.687500 Penalty: 4172.599609
	Iteration 29Q: 3 clusters Score -414523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -414526.000000 Penalty: 4172.599609
	Iteration 30Q: 3 clusters Score -414526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -414525.937500 Penalty: 4172.599609
	Iteration 31Q: 3 clusters Score -414525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -414528.656250 Penalty: 4172.599609
	Iteration 32Q: 3 clusters Score -414528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -414529.625000 Penalty: 4172.599609
	Iteration 33Q: 3 clusters Score -414529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -414530.375000 Penalty: 4172.599609
	Iteration 34Q: 3 clusters Score -414530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -414531.406250 Penalty: 4172.599609
	Iteration 35Q: 3 clusters Score -414531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -414530.562500 Penalty: 4172.599609
	Iteration 36Q: 3 clusters Score -414530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -414530.937500 Penalty: 4172.599609
	Iteration 37Q: 3 clusters Score -414530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -414532.343750 Penalty: 4172.599609
	Iteration 38Q: 3 clusters Score -414532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -414534.156250 Penalty: 4172.599609
	Iteration 39Q: 3 clusters Score -414534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -414534.625000 Penalty: 4172.599609
	Iteration 40F: 3 clusters Score -414534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -414535.750000 Penalty: 4172.599609
	Iteration 41Q: 3 clusters Score -414535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -414536.718750 Penalty: 4172.599609
	Iteration 42Q: 3 clusters Score -414536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -414537.437500 Penalty: 4172.599609
	Iteration 43Q: 3 clusters Score -414537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -414538.000000 Penalty: 4172.599609
	Iteration 44Q: 3 clusters Score -414538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -414538.218750 Penalty: 4172.599609
	Iteration 45Q: 3 clusters Score -414538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -414540.375000 Penalty: 4172.599609
	Iteration 46Q: 3 clusters Score -414540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -414544.968750 Penalty: 4172.599609
	Iteration 47Q: 3 clusters Score -414545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -414548.937500 Penalty: 4172.599609
	Iteration 48Q: 3 clusters Score -414548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -414551.968750 Penalty: 4172.599609
	Iteration 49Q: 3 clusters Score -414552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -414554.562500 Penalty: 4172.599609
	Iteration 50Q: 3 clusters Score -414554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -414556.843750 Penalty: 4172.599609
	Iteration 51Q: 3 clusters Score -414556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -414558.906250 Penalty: 4172.599609
	Iteration 52Q: 3 clusters Score -414558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -414559.375000 Penalty: 4172.599609
	Iteration 53Q: 3 clusters Score -414559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -414559.781250 Penalty: 4172.599609
	Iteration 54Q: 3 clusters Score -414559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -414560.062500 Penalty: 4172.599609
	Iteration 55Q: 3 clusters Score -414560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -414560.500000 Penalty: 4172.599609
	Iteration 56Q: 3 clusters Score -414560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -414560.750000 Penalty: 4172.599609
	Iteration 57Q: 3 clusters Score -414560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -414561.187500 Penalty: 4172.599609
	Iteration 58Q: 3 clusters Score -414561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -414561.250000 Penalty: 4172.599609
	Iteration 59Q: 3 clusters Score -414561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -414561.375000 Penalty: 4172.599609
	Iteration 60F: 3 clusters Score -414561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -414562.375000 Penalty: 4172.599609
	Iteration 61Q: 3 clusters Score -414562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -414563.218750 Penalty: 4172.599609
	Iteration 62Q: 3 clusters Score -414563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -414563.781250 Penalty: 4172.599609
	Iteration 63Q: 3 clusters Score -414563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -414564.187500 Penalty: 4172.599609
	Iteration 64Q: 3 clusters Score -414564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -414564.187500 Penalty: 4172.599609
	Iteration 65F: 3 clusters Score -414564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -119955.664062 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -119955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -117727.031250 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -117727 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -118210.640625 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -118210.6 nChanged 139
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: -118516.796875 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -118516.8 nChanged 120
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: -118878.289062 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -118878.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -119363.421875 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -119363.4 nChanged 111
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: -120029.960938 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -120030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -120459.750000 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -120459.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -120605.562500 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -120605.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -120716.296875 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -120716.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -120753.898438 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -120753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -120757.203125 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -120757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -120757.203125 Penalty: 3611.908447
	Iteration 11F: 3 clusters Score -120757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 905 members 
Entering Unmasked Estep 
Score: -93621792.000000 Penalty: 96286.414062
Splitting cluster 11 changes total score from -93622744.000000 to -93621792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (138037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138037 members 
Entering Unmasked Estep 
Score: -12633049.000000 Penalty: 2935.148682
	Iteration 0F: 2 clusters Score -1.263305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -12540662.000000 Penalty: 5870.297363
	Iteration 0F: 3 clusters Score -1.254066e+07 nChanged 65705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -12578293.000000 Penalty: 5870.297363
	Iteration 1F: 3 clusters Score -1.257829e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 68093 members 
Entering Unmasked Estep 
Score: -12578969.000000 Penalty: 5870.297363
	Iteration 2Q: 3 clusters Score -1.257897e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -12579747.000000 Penalty: 5870.297363
	Iteration 3Q: 3 clusters Score -1.257975e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -12580698.000000 Penalty: 5870.297363
	Iteration 4Q: 3 clusters Score -1.25807e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -12582096.000000 Penalty: 5870.297363
	Iteration 5Q: 3 clusters Score -1.25821e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -12584433.000000 Penalty: 5870.297363
	Iteration 6Q: 3 clusters Score -1.258443e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -12587852.000000 Penalty: 5870.297363
	Iteration 7F: 3 clusters Score -1.258785e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -12592428.000000 Penalty: 5870.297363
	Iteration 8F: 3 clusters Score -1.259243e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -12598374.000000 Penalty: 5870.297363
	Iteration 9F: 3 clusters Score -1.259837e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -12605021.000000 Penalty: 5870.297363
	Iteration 10F: 3 clusters Score -1.260502e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116017 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -12612136.000000 Penalty: 5870.297363
	Iteration 11F: 3 clusters Score -1.261214e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123616 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -12618509.000000 Penalty: 5870.297363
	Iteration 12F: 3 clusters Score -1.261851e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -12623451.000000 Penalty: 5870.297363
	Iteration 13Q: 3 clusters Score -1.262345e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133266 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -12626723.000000 Penalty: 5870.297363
	Iteration 14Q: 3 clusters Score -1.262672e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135506 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -12628578.000000 Penalty: 5870.297363
	Iteration 15Q: 3 clusters Score -1.262858e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136636 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -12629560.000000 Penalty: 5870.297363
	Iteration 16Q: 3 clusters Score -1.262956e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12629968.000000 Penalty: 5870.297363
	Iteration 17Q: 3 clusters Score -1.262997e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137388 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12630198.000000 Penalty: 5870.297363
	Iteration 18Q: 3 clusters Score -1.26302e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137489 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12630301.000000 Penalty: 5870.297363
	Iteration 19Q: 3 clusters Score -1.26303e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137557 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12630366.000000 Penalty: 5870.297363
	Iteration 20F: 3 clusters Score -1.263037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -12630439.000000 Penalty: 5870.297363
	Iteration 21Q: 3 clusters Score -1.263044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137618 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12630478.000000 Penalty: 5870.297363
	Iteration 22Q: 3 clusters Score -1.263048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137631 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12630489.000000 Penalty: 5870.297363
	Iteration 23Q: 3 clusters Score -1.263049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137641 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12630510.000000 Penalty: 5870.297363
	Iteration 24Q: 3 clusters Score -1.263051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137642 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12630517.000000 Penalty: 5870.297363
	Iteration 25Q: 3 clusters Score -1.263052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137645 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12630528.000000 Penalty: 5870.297363
	Iteration 26Q: 3 clusters Score -1.263053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12630514.000000 Penalty: 5870.297363
	Iteration 27Q: 3 clusters Score -1.263051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137654 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12630518.000000 Penalty: 5870.297363
	Iteration 28Q: 3 clusters Score -1.263052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12630516.000000 Penalty: 5870.297363
	Iteration 29Q: 3 clusters Score -1.263052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137658 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12630516.000000 Penalty: 5870.297363
	Iteration 30Q: 3 clusters Score -1.263052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137661 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12630511.000000 Penalty: 5870.297363
	Iteration 31Q: 3 clusters Score -1.263051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137663 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12630517.000000 Penalty: 5870.297363
	Iteration 32Q: 3 clusters Score -1.263052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137663 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12630517.000000 Penalty: 5870.297363
	Iteration 33F: 3 clusters Score -1.263052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Entering Unmasked Estep 
Score: -3264055.000000 Penalty: 2590.446045
	Iteration 0F: 2 clusters Score -3264055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3240599.000000 Penalty: 5180.892090
	Iteration 0F: 3 clusters Score -3240599 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3249033.500000 Penalty: 5180.892090
	Iteration 1F: 3 clusters Score -3249034 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3249586.750000 Penalty: 5180.892090
	Iteration 2Q: 3 clusters Score -3249587 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3250058.750000 Penalty: 5180.892090
	Iteration 3Q: 3 clusters Score -3250059 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3250513.250000 Penalty: 5180.892090
	Iteration 4Q: 3 clusters Score -3250513 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3251025.250000 Penalty: 5180.892090
	Iteration 5Q: 3 clusters Score -3251025 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3251680.750000 Penalty: 5180.892090
	Iteration 6Q: 3 clusters Score -3251681 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3252651.000000 Penalty: 5180.892090
	Iteration 7F: 3 clusters Score -3252651 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3254158.000000 Penalty: 5180.892090
	Iteration 8F: 3 clusters Score -3254158 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3256283.750000 Penalty: 5180.892090
	Iteration 9F: 3 clusters Score -3256284 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3258566.250000 Penalty: 5180.892090
	Iteration 10F: 3 clusters Score -3258566 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3260239.000000 Penalty: 5180.892090
	Iteration 11F: 3 clusters Score -3260239 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3261103.750000 Penalty: 5180.892090
	Iteration 12Q: 3 clusters Score -3261104 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3261468.500000 Penalty: 5180.892090
	Iteration 13Q: 3 clusters Score -3261468 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3261637.000000 Penalty: 5180.892090
	Iteration 14Q: 3 clusters Score -3261637 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3261730.750000 Penalty: 5180.892090
	Iteration 15Q: 3 clusters Score -3261731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3261778.500000 Penalty: 5180.892090
	Iteration 16Q: 3 clusters Score -3261778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3261798.750000 Penalty: 5180.892090
	Iteration 17Q: 3 clusters Score -3261799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3261814.500000 Penalty: 5180.892090
	Iteration 18Q: 3 clusters Score -3261814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3261819.250000 Penalty: 5180.892090
	Iteration 19Q: 3 clusters Score -3261819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3261828.000000 Penalty: 5180.892090
	Iteration 20F: 3 clusters Score -3261828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3261826.750000 Penalty: 5180.892090
	Iteration 21Q: 3 clusters Score -3261827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3261834.250000 Penalty: 5180.892090
	Iteration 22Q: 3 clusters Score -3261834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3261837.750000 Penalty: 5180.892090
	Iteration 23Q: 3 clusters Score -3261838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3261847.500000 Penalty: 5180.892090
	Iteration 24Q: 3 clusters Score -3261848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3261849.000000 Penalty: 5180.892090
	Iteration 25Q: 3 clusters Score -3261849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3261849.000000 Penalty: 5180.892090
	Iteration 26F: 3 clusters Score -3261849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -26797.449219 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -26797.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25451.236328 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -25451.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25634.009766 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -25634.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25696.884766 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -25696.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25744.345703 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -25744.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25774.162109 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -25774.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25830.542969 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -25830.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25877.835938 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -25877.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25900.171875 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -25900.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25928.099609 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -25928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25974.779297 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -25974.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26022.837891 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -26022.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26102.818359 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -26102.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26169.574219 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -26169.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26184.587891 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -26184.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26199.445312 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -26199.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26222.449219 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -26222.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26234.296875 Penalty: 2916.744385
	Iteration 16Q: 3 clusters Score -26234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26256.736328 Penalty: 2916.744385
	Iteration 17Q: 3 clusters Score -26256.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26293.072266 Penalty: 2916.744385
	Iteration 18Q: 3 clusters Score -26293.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26302.255859 Penalty: 2916.744385
	Iteration 19Q: 3 clusters Score -26302.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26306.128906 Penalty: 2916.744385
	Iteration 20F: 3 clusters Score -26306.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26309.585938 Penalty: 2916.744385
	Iteration 21Q: 3 clusters Score -26309.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26309.585938 Penalty: 2916.744385
	Iteration 22F: 3 clusters Score -26309.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Entering Unmasked Estep 
Score: -810986.187500 Penalty: 2271.991211
	Iteration 0F: 2 clusters Score -810986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -803673.125000 Penalty: 4543.982422
	Iteration 0F: 3 clusters Score -803673.1 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -805748.875000 Penalty: 4543.982422
	Iteration 1F: 3 clusters Score -805748.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -806082.000000 Penalty: 4543.982422
	Iteration 2F: 3 clusters Score -806082 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -806384.250000 Penalty: 4543.982422
	Iteration 3F: 3 clusters Score -806384.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -806664.375000 Penalty: 4543.982422
	Iteration 4Q: 3 clusters Score -806664.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -806905.375000 Penalty: 4543.982422
	Iteration 5Q: 3 clusters Score -806905.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -807139.312500 Penalty: 4543.982422
	Iteration 6Q: 3 clusters Score -807139.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -807370.125000 Penalty: 4543.982422
	Iteration 7Q: 3 clusters Score -807370.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -807581.312500 Penalty: 4543.982422
	Iteration 8Q: 3 clusters Score -807581.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -807717.750000 Penalty: 4543.982422
	Iteration 9Q: 3 clusters Score -807717.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -807809.250000 Penalty: 4543.982422
	Iteration 10Q: 3 clusters Score -807809.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -807872.937500 Penalty: 4543.982422
	Iteration 11Q: 3 clusters Score -807872.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -807920.062500 Penalty: 4543.982422
	Iteration 12Q: 3 clusters Score -807920.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -807948.125000 Penalty: 4543.982422
	Iteration 13Q: 3 clusters Score -807948.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -807968.437500 Penalty: 4543.982422
	Iteration 14Q: 3 clusters Score -807968.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -807983.750000 Penalty: 4543.982422
	Iteration 15Q: 3 clusters Score -807983.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -808003.312500 Penalty: 4543.982422
	Iteration 16Q: 3 clusters Score -808003.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -808018.562500 Penalty: 4543.982422
	Iteration 17Q: 3 clusters Score -808018.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -808031.500000 Penalty: 4543.982422
	Iteration 18Q: 3 clusters Score -808031.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -808043.562500 Penalty: 4543.982422
	Iteration 19Q: 3 clusters Score -808043.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -808055.187500 Penalty: 4543.982422
	Iteration 20F: 3 clusters Score -808055.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -808061.062500 Penalty: 4543.982422
	Iteration 21Q: 3 clusters Score -808061.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -808067.250000 Penalty: 4543.982422
	Iteration 22Q: 3 clusters Score -808067.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -808073.875000 Penalty: 4543.982422
	Iteration 23Q: 3 clusters Score -808073.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -808077.250000 Penalty: 4543.982422
	Iteration 24Q: 3 clusters Score -808077.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -808081.562500 Penalty: 4543.982422
	Iteration 25Q: 3 clusters Score -808081.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -808083.312500 Penalty: 4543.982422
	Iteration 26Q: 3 clusters Score -808083.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -808086.500000 Penalty: 4543.982422
	Iteration 27Q: 3 clusters Score -808086.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -808089.562500 Penalty: 4543.982422
	Iteration 28Q: 3 clusters Score -808089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -808088.312500 Penalty: 4543.982422
	Iteration 29Q: 3 clusters Score -808088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -808094.500000 Penalty: 4543.982422
	Iteration 30Q: 3 clusters Score -808094.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -808095.687500 Penalty: 4543.982422
	Iteration 31Q: 3 clusters Score -808095.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -808095.437500 Penalty: 4543.982422
	Iteration 32Q: 3 clusters Score -808095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -808097.125000 Penalty: 4543.982422
	Iteration 33Q: 3 clusters Score -808097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -808097.875000 Penalty: 4543.982422
	Iteration 34Q: 3 clusters Score -808097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -808097.437500 Penalty: 4543.982422
	Iteration 35Q: 3 clusters Score -808097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -808096.687500 Penalty: 4543.982422
	Iteration 36Q: 3 clusters Score -808096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -808098.375000 Penalty: 4543.982422
	Iteration 37Q: 3 clusters Score -808098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -808099.687500 Penalty: 4543.982422
	Iteration 38Q: 3 clusters Score -808099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -808098.187500 Penalty: 4543.982422
	Iteration 39Q: 3 clusters Score -808098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -808096.937500 Penalty: 4543.982422
	Iteration 40F: 3 clusters Score -808096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -808098.062500 Penalty: 4543.982422
	Iteration 41Q: 3 clusters Score -808098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -808098.062500 Penalty: 4543.982422
	Iteration 42F: 3 clusters Score -808098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23716.791016 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23716.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22438.027344 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22438.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22525.890625 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22525.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22595.955078 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -22595.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22663.683594 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22663.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22686.140625 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22686.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22693.830078 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22693.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22693.830078 Penalty: 2838.898193
	Iteration 6F: 3 clusters Score -22693.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -208228.796875 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -208228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -205397.796875 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -205397.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -205928.171875 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -205928.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -206042.687500 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -206042.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -206111.500000 Penalty: 3851.090820
	Iteration 3Q: 3 clusters Score -206111.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -206153.515625 Penalty: 3851.090820
	Iteration 4Q: 3 clusters Score -206153.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -206187.015625 Penalty: 3851.090820
	Iteration 5Q: 3 clusters Score -206187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -206213.203125 Penalty: 3851.090820
	Iteration 6Q: 3 clusters Score -206213.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -206230.000000 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -206230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -206240.562500 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -206240.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -206255.750000 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -206255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -206263.453125 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -206263.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -206269.656250 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -206269.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206279.234375 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -206279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -206287.250000 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -206287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -206291.078125 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -206291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -206294.156250 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -206294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -206299.250000 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -206299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -206302.984375 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -206303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -206307.296875 Penalty: 3851.090820
	Iteration 18Q: 3 clusters Score -206307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -206311.031250 Penalty: 3851.090820
	Iteration 19Q: 3 clusters Score -206311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206317.437500 Penalty: 3851.090820
	Iteration 20F: 3 clusters Score -206317.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -206321.312500 Penalty: 3851.090820
	Iteration 21Q: 3 clusters Score -206321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -206324.062500 Penalty: 3851.090820
	Iteration 22Q: 3 clusters Score -206324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -206325.921875 Penalty: 3851.090820
	Iteration 23Q: 3 clusters Score -206325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206328.390625 Penalty: 3851.090820
	Iteration 24Q: 3 clusters Score -206328.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206330.312500 Penalty: 3851.090820
	Iteration 25Q: 3 clusters Score -206330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206332.234375 Penalty: 3851.090820
	Iteration 26Q: 3 clusters Score -206332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206332.234375 Penalty: 3851.090820
	Iteration 27F: 3 clusters Score -206332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (164869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164869 members 
Entering Unmasked Estep 
Score: -14764810.000000 Penalty: 2979.200684
	Iteration 0F: 2 clusters Score -1.476481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -14654709.000000 Penalty: 5958.401367
	Iteration 0F: 3 clusters Score -1.465471e+07 nChanged 78793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -14700794.000000 Penalty: 5958.401367
	Iteration 1F: 3 clusters Score -1.470079e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -14702260.000000 Penalty: 5958.401367
	Iteration 2Q: 3 clusters Score -1.470226e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -14704329.000000 Penalty: 5958.401367
	Iteration 3Q: 3 clusters Score -1.470433e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -14707905.000000 Penalty: 5958.401367
	Iteration 4Q: 3 clusters Score -1.47079e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -14713900.000000 Penalty: 5958.401367
	Iteration 5F: 3 clusters Score -1.47139e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -14723337.000000 Penalty: 5958.401367
	Iteration 6F: 3 clusters Score -1.472334e+07 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135846 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -14735885.000000 Penalty: 5958.401367
	Iteration 7F: 3 clusters Score -1.473588e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148580 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -14748028.000000 Penalty: 5958.401367
	Iteration 8F: 3 clusters Score -1.474803e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157111 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -14756108.000000 Penalty: 5958.401367
	Iteration 9F: 3 clusters Score -1.475611e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161422 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -14759882.000000 Penalty: 5958.401367
	Iteration 10Q: 3 clusters Score -1.475988e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163136 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -14761329.000000 Penalty: 5958.401367
	Iteration 11Q: 3 clusters Score -1.476133e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163785 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -14761905.000000 Penalty: 5958.401367
	Iteration 12Q: 3 clusters Score -1.47619e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164020 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14762170.000000 Penalty: 5958.401367
	Iteration 13Q: 3 clusters Score -1.476217e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164100 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14762358.000000 Penalty: 5958.401367
	Iteration 14Q: 3 clusters Score -1.476236e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14762476.000000 Penalty: 5958.401367
	Iteration 15Q: 3 clusters Score -1.476248e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14762568.000000 Penalty: 5958.401367
	Iteration 16Q: 3 clusters Score -1.476257e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164165 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14762615.000000 Penalty: 5958.401367
	Iteration 17Q: 3 clusters Score -1.476262e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164177 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14762666.000000 Penalty: 5958.401367
	Iteration 18Q: 3 clusters Score -1.476267e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14762691.000000 Penalty: 5958.401367
	Iteration 19Q: 3 clusters Score -1.476269e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164191 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14762714.000000 Penalty: 5958.401367
	Iteration 20F: 3 clusters Score -1.476271e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164181 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14762719.000000 Penalty: 5958.401367
	Iteration 21Q: 3 clusters Score -1.476272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14762739.000000 Penalty: 5958.401367
	Iteration 22Q: 3 clusters Score -1.476274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164165 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14762751.000000 Penalty: 5958.401367
	Iteration 23Q: 3 clusters Score -1.476275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164172 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14762743.000000 Penalty: 5958.401367
	Iteration 24Q: 3 clusters Score -1.476274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14762767.000000 Penalty: 5958.401367
	Iteration 25Q: 3 clusters Score -1.476277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14762780.000000 Penalty: 5958.401367
	Iteration 26Q: 3 clusters Score -1.476278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14762776.000000 Penalty: 5958.401367
	Iteration 27Q: 3 clusters Score -1.476278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14762775.000000 Penalty: 5958.401367
	Iteration 28Q: 3 clusters Score -1.476278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14762769.000000 Penalty: 5958.401367
	Iteration 29Q: 3 clusters Score -1.476277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14762769.000000 Penalty: 5958.401367
	Iteration 30F: 3 clusters Score -1.476277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Entering Unmasked Estep 
Score: -3015823.750000 Penalty: 2579.368652
	Iteration 0F: 2 clusters Score -3015824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2993261.750000 Penalty: 5158.737305
	Iteration 0F: 3 clusters Score -2993262 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3001571.750000 Penalty: 5158.737305
	Iteration 1F: 3 clusters Score -3001572 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3002105.750000 Penalty: 5158.737305
	Iteration 2Q: 3 clusters Score -3002106 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3002628.000000 Penalty: 5158.737305
	Iteration 3Q: 3 clusters Score -3002628 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3003199.500000 Penalty: 5158.737305
	Iteration 4Q: 3 clusters Score -3003200 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3003855.500000 Penalty: 5158.737305
	Iteration 5Q: 3 clusters Score -3003856 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3004655.250000 Penalty: 5158.737305
	Iteration 6Q: 3 clusters Score -3004655 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3005752.750000 Penalty: 5158.737305
	Iteration 7F: 3 clusters Score -3005753 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3007008.250000 Penalty: 5158.737305
	Iteration 8F: 3 clusters Score -3007008 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3008371.000000 Penalty: 5158.737305
	Iteration 9F: 3 clusters Score -3008371 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3009401.000000 Penalty: 5158.737305
	Iteration 10F: 3 clusters Score -3009401 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3009946.250000 Penalty: 5158.737305
	Iteration 11Q: 3 clusters Score -3009946 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3010315.750000 Penalty: 5158.737305
	Iteration 12Q: 3 clusters Score -3010316 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3010601.250000 Penalty: 5158.737305
	Iteration 13Q: 3 clusters Score -3010601 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3010880.000000 Penalty: 5158.737305
	Iteration 14Q: 3 clusters Score -3010880 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3011091.500000 Penalty: 5158.737305
	Iteration 15Q: 3 clusters Score -3011092 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3011298.500000 Penalty: 5158.737305
	Iteration 16Q: 3 clusters Score -3011298 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3011455.000000 Penalty: 5158.737305
	Iteration 17Q: 3 clusters Score -3011455 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3011574.000000 Penalty: 5158.737305
	Iteration 18Q: 3 clusters Score -3011574 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3011681.000000 Penalty: 5158.737305
	Iteration 19Q: 3 clusters Score -3011681 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3011752.500000 Penalty: 5158.737305
	Iteration 20F: 3 clusters Score -3011752 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3011798.500000 Penalty: 5158.737305
	Iteration 21Q: 3 clusters Score -3011798 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3011856.000000 Penalty: 5158.737305
	Iteration 22Q: 3 clusters Score -3011856 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3011876.000000 Penalty: 5158.737305
	Iteration 23Q: 3 clusters Score -3011876 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -3011913.500000 Penalty: 5158.737305
	Iteration 24Q: 3 clusters Score -3011914 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3011932.250000 Penalty: 5158.737305
	Iteration 25Q: 3 clusters Score -3011932 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3011964.750000 Penalty: 5158.737305
	Iteration 26Q: 3 clusters Score -3011965 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3011987.750000 Penalty: 5158.737305
	Iteration 27Q: 3 clusters Score -3011988 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3012016.500000 Penalty: 5158.737305
	Iteration 28Q: 3 clusters Score -3012016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3012041.250000 Penalty: 5158.737305
	Iteration 29Q: 3 clusters Score -3012041 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3012065.250000 Penalty: 5158.737305
	Iteration 30Q: 3 clusters Score -3012065 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3012091.000000 Penalty: 5158.737305
	Iteration 31Q: 3 clusters Score -3012091 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3012119.500000 Penalty: 5158.737305
	Iteration 32Q: 3 clusters Score -3012120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3012131.750000 Penalty: 5158.737305
	Iteration 33Q: 3 clusters Score -3012132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3012143.250000 Penalty: 5158.737305
	Iteration 34Q: 3 clusters Score -3012143 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3012175.750000 Penalty: 5158.737305
	Iteration 35Q: 3 clusters Score -3012176 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3012203.250000 Penalty: 5158.737305
	Iteration 36Q: 3 clusters Score -3012203 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3012225.000000 Penalty: 5158.737305
	Iteration 37Q: 3 clusters Score -3012225 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3012242.000000 Penalty: 5158.737305
	Iteration 38Q: 3 clusters Score -3012242 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3012265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3012268.000000 Penalty: 5158.737305
	Iteration 40F: 3 clusters Score -3012268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3012274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3012280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3012306.250000 Penalty: 5158.737305
	Iteration 43Q: 3 clusters Score -3012306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3012323.250000 Penalty: 5158.737305
	Iteration 44Q: 3 clusters Score -3012323 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3012334.750000 Penalty: 5158.737305
	Iteration 45Q: 3 clusters Score -3012335 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3012364 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3012386 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3012401.000000 Penalty: 5158.737305
	Iteration 48Q: 3 clusters Score -3012401 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3012426.500000 Penalty: 5158.737305
	Iteration 49Q: 3 clusters Score -3012426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3012436.000000 Penalty: 5158.737305
	Iteration 50Q: 3 clusters Score -3012436 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3012463.000000 Penalty: 5158.737305
	Iteration 51Q: 3 clusters Score -3012463 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3012502.000000 Penalty: 5158.737305
	Iteration 52Q: 3 clusters Score -3012502 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3012526 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3012569.000000 Penalty: 5158.737305
	Iteration 54Q: 3 clusters Score -3012569 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3012590 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3012607.500000 Penalty: 5158.737305
	Iteration 56Q: 3 clusters Score -3012608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3012625 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3012657.500000 Penalty: 5158.737305
	Iteration 58Q: 3 clusters Score -3012658 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3012682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3012708.750000 Penalty: 5158.737305
	Iteration 60F: 3 clusters Score -3012709 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3012755.000000 Penalty: 5158.737305
	Iteration 61Q: 3 clusters Score -3012755 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3012778 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3012802.250000 Penalty: 5158.737305
	Iteration 63Q: 3 clusters Score -3012802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3012826.500000 Penalty: 5158.737305
	Iteration 64Q: 3 clusters Score -3012826 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3012854.000000 Penalty: 5158.737305
	Iteration 65Q: 3 clusters Score -3012854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3012873.500000 Penalty: 5158.737305
	Iteration 66Q: 3 clusters Score -3012874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3012902.250000 Penalty: 5158.737305
	Iteration 67Q: 3 clusters Score -3012902 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3012918.000000 Penalty: 5158.737305
	Iteration 68Q: 3 clusters Score -3012918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3012946.250000 Penalty: 5158.737305
	Iteration 69Q: 3 clusters Score -3012946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -3012970.500000 Penalty: 5158.737305
	Iteration 70Q: 3 clusters Score -3012970 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3012994.000000 Penalty: 5158.737305
	Iteration 71Q: 3 clusters Score -3012994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3013016.250000 Penalty: 5158.737305
	Iteration 72Q: 3 clusters Score -3013016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3013058.500000 Penalty: 5158.737305
	Iteration 73Q: 3 clusters Score -3013058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3013092 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3013118.750000 Penalty: 5158.737305
	Iteration 75Q: 3 clusters Score -3013119 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3013142.750000 Penalty: 5158.737305
	Iteration 76Q: 3 clusters Score -3013143 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3013181.250000 Penalty: 5158.737305
	Iteration 77Q: 3 clusters Score -3013181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3013222.000000 Penalty: 5158.737305
	Iteration 78Q: 3 clusters Score -3013222 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3013252.500000 Penalty: 5158.737305
	Iteration 79Q: 3 clusters Score -3013252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3013297.000000 Penalty: 5158.737305
	Iteration 80F: 3 clusters Score -3013297 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3013322.000000 Penalty: 5158.737305
	Iteration 81Q: 3 clusters Score -3013322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3013361.500000 Penalty: 5158.737305
	Iteration 82Q: 3 clusters Score -3013362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3013396.750000 Penalty: 5158.737305
	Iteration 83Q: 3 clusters Score -3013397 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3013437.750000 Penalty: 5158.737305
	Iteration 84Q: 3 clusters Score -3013438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3013470.250000 Penalty: 5158.737305
	Iteration 85Q: 3 clusters Score -3013470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3013501.500000 Penalty: 5158.737305
	Iteration 86Q: 3 clusters Score -3013502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -3013525.500000 Penalty: 5158.737305
	Iteration 87Q: 3 clusters Score -3013526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3013538.000000 Penalty: 5158.737305
	Iteration 88Q: 3 clusters Score -3013538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3013562.250000 Penalty: 5158.737305
	Iteration 89Q: 3 clusters Score -3013562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3013572.000000 Penalty: 5158.737305
	Iteration 90Q: 3 clusters Score -3013572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3013589.500000 Penalty: 5158.737305
	Iteration 91Q: 3 clusters Score -3013590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -3013593.000000 Penalty: 5158.737305
	Iteration 92Q: 3 clusters Score -3013593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3013599.250000 Penalty: 5158.737305
	Iteration 93Q: 3 clusters Score -3013599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3013597.000000 Penalty: 5158.737305
	Iteration 94Q: 3 clusters Score -3013597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3013607.750000 Penalty: 5158.737305
	Iteration 95Q: 3 clusters Score -3013608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3013614.000000 Penalty: 5158.737305
	Iteration 96Q: 3 clusters Score -3013614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -3013623.500000 Penalty: 5158.737305
	Iteration 97Q: 3 clusters Score -3013624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3013624.750000 Penalty: 5158.737305
	Iteration 98Q: 3 clusters Score -3013625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3013638.500000 Penalty: 5158.737305
	Iteration 99Q: 3 clusters Score -3013638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3013647.250000 Penalty: 5158.737305
	Iteration 100F: 3 clusters Score -3013647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3013647.250000 Penalty: 5158.737305
	Iteration 101Q: 3 clusters Score -3013647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -3013651.750000 Penalty: 5158.737305
	Iteration 102Q: 3 clusters Score -3013652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3013650.000000 Penalty: 5158.737305
	Iteration 103Q: 3 clusters Score -3013650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3013650.500000 Penalty: 5158.737305
	Iteration 104Q: 3 clusters Score -3013650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3013666.750000 Penalty: 5158.737305
	Iteration 105Q: 3 clusters Score -3013667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3013665.250000 Penalty: 5158.737305
	Iteration 106Q: 3 clusters Score -3013665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -3013668.250000 Penalty: 5158.737305
	Iteration 107Q: 3 clusters Score -3013668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3013675.500000 Penalty: 5158.737305
	Iteration 108Q: 3 clusters Score -3013676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3013684.000000 Penalty: 5158.737305
	Iteration 109Q: 3 clusters Score -3013684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3013684.500000 Penalty: 5158.737305
	Iteration 110Q: 3 clusters Score -3013684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3013688.750000 Penalty: 5158.737305
	Iteration 111Q: 3 clusters Score -3013689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3013690.000000 Penalty: 5158.737305
	Iteration 112Q: 3 clusters Score -3013690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3013690.750000 Penalty: 5158.737305
	Iteration 113Q: 3 clusters Score -3013691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3013691.000000 Penalty: 5158.737305
	Iteration 114Q: 3 clusters Score -3013691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3013699.750000 Penalty: 5158.737305
	Iteration 115Q: 3 clusters Score -3013700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3013702.750000 Penalty: 5158.737305
	Iteration 116Q: 3 clusters Score -3013703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3013695.250000 Penalty: 5158.737305
	Iteration 117Q: 3 clusters Score -3013695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3013691.250000 Penalty: 5158.737305
	Iteration 118Q: 3 clusters Score -3013691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3013694.000000 Penalty: 5158.737305
	Iteration 119Q: 3 clusters Score -3013694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -3013694.750000 Penalty: 5158.737305
	Iteration 120F: 3 clusters Score -3013695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -3013700.250000 Penalty: 5158.737305
	Iteration 121Q: 3 clusters Score -3013700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3013699.500000 Penalty: 5158.737305
	Iteration 122Q: 3 clusters Score -3013700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3013700.500000 Penalty: 5158.737305
	Iteration 123Q: 3 clusters Score -3013700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3013698.250000 Penalty: 5158.737305
	Iteration 124Q: 3 clusters Score -3013698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -3013701.000000 Penalty: 5158.737305
	Iteration 125Q: 3 clusters Score -3013701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3013701.750000 Penalty: 5158.737305
	Iteration 126Q: 3 clusters Score -3013702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3013698.250000 Penalty: 5158.737305
	Iteration 127Q: 3 clusters Score -3013698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3013698.250000 Penalty: 5158.737305
	Iteration 128F: 3 clusters Score -3013698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (438139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438139 members 
Entering Unmasked Estep 
Score: -40258240.000000 Penalty: 3221.592285
	Iteration 0F: 2 clusters Score -4.025824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218326 members 
Mstep: Class 2 contains 219813 members 
Entering Unmasked Estep 
Score: -39962960.000000 Penalty: 6443.184570
	Iteration 0F: 3 clusters Score -3.996296e+07 nChanged 213216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205778 members 
Mstep: Class 2 contains 232361 members 
Entering Unmasked Estep 
Score: -40089704.000000 Penalty: 6443.184570
	Iteration 1F: 3 clusters Score -4.00897e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198327 members 
Mstep: Class 2 contains 239812 members 
Entering Unmasked Estep 
Score: -40092552.000000 Penalty: 6443.184570
	Iteration 2Q: 3 clusters Score -4.009255e+07 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186547 members 
Mstep: Class 2 contains 251592 members 
Entering Unmasked Estep 
Score: -40097720.000000 Penalty: 6443.184570
	Iteration 3Q: 3 clusters Score -4.009772e+07 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168183 members 
Mstep: Class 2 contains 269956 members 
Entering Unmasked Estep 
Score: -40107692.000000 Penalty: 6443.184570
	Iteration 4Q: 3 clusters Score -4.010769e+07 nChanged 27331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 296939 members 
Entering Unmasked Estep 
Score: -40125820.000000 Penalty: 6443.184570
	Iteration 5F: 3 clusters Score -4.012582e+07 nChanged 36714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 333613 members 
Entering Unmasked Estep 
Score: -40155984.000000 Penalty: 6443.184570
	Iteration 6F: 3 clusters Score -4.015598e+07 nChanged 41287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 374894 members 
Entering Unmasked Estep 
Score: -40194828.000000 Penalty: 6443.184570
	Iteration 7F: 3 clusters Score -4.019483e+07 nChanged 34334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 409228 members 
Entering Unmasked Estep 
Score: -40228676.000000 Penalty: 6443.184570
	Iteration 8F: 3 clusters Score -4.022868e+07 nChanged 18891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 428119 members 
Entering Unmasked Estep 
Score: -40246400.000000 Penalty: 6443.184570
	Iteration 9Q: 3 clusters Score -4.02464e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 435117 members 
Entering Unmasked Estep 
Score: -40252732.000000 Penalty: 6443.184570
	Iteration 10Q: 3 clusters Score -4.025273e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 437142 members 
Entering Unmasked Estep 
Score: -40254472.000000 Penalty: 6443.184570
	Iteration 11Q: 3 clusters Score -4.025447e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 437677 members 
Entering Unmasked Estep 
Score: -40254956.000000 Penalty: 6443.184570
	Iteration 12Q: 3 clusters Score -4.025496e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 437797 members 
Entering Unmasked Estep 
Score: -40255176.000000 Penalty: 6443.184570
	Iteration 13Q: 3 clusters Score -4.025518e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 437850 members 
Entering Unmasked Estep 
Score: -40255280.000000 Penalty: 6443.184570
	Iteration 14Q: 3 clusters Score -4.025528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 437874 members 
Entering Unmasked Estep 
Score: -40255324.000000 Penalty: 6443.184570
	Iteration 15Q: 3 clusters Score -4.025532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 437882 members 
Entering Unmasked Estep 
Score: -40255300.000000 Penalty: 6443.184570
	Iteration 16Q: 3 clusters Score -4.02553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 437885 members 
Entering Unmasked Estep 
Score: -40255316.000000 Penalty: 6443.184570
	Iteration 17Q: 3 clusters Score -4.025532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 437888 members 
Entering Unmasked Estep 
Score: -40255328.000000 Penalty: 6443.184570
	Iteration 18Q: 3 clusters Score -4.025533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 437895 members 
Entering Unmasked Estep 
Score: -40255360.000000 Penalty: 6443.184570
	Iteration 19Q: 3 clusters Score -4.025536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 437895 members 
Entering Unmasked Estep 
Score: -40255352.000000 Penalty: 6443.184570
	Iteration 20F: 3 clusters Score -4.025535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 437898 members 
Entering Unmasked Estep 
Score: -40255364.000000 Penalty: 6443.184570
	Iteration 21Q: 3 clusters Score -4.025536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 437898 members 
Entering Unmasked Estep 
Score: -40255364.000000 Penalty: 6443.184570
	Iteration 22F: 3 clusters Score -4.025536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -371014.218750 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -371014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -366876.468750 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -366876.5 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -367854.281250 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -367854.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -368044.718750 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -368044.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -368188.406250 Penalty: 4158.069336
	Iteration 3Q: 3 clusters Score -368188.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -368300.500000 Penalty: 4158.069336
	Iteration 4Q: 3 clusters Score -368300.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -368368.781250 Penalty: 4158.069336
	Iteration 5Q: 3 clusters Score -368368.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -368417.843750 Penalty: 4158.069336
	Iteration 6Q: 3 clusters Score -368417.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -368455.031250 Penalty: 4158.069336
	Iteration 7Q: 3 clusters Score -368455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -368490.031250 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -368490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -368541.093750 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -368541.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -368582.156250 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -368582.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -368616.312500 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -368616.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -368643.250000 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -368643.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -368680.281250 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -368680.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -368703.343750 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -368703.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -368720.625000 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -368720.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -368743.375000 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -368743.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -368771.906250 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -368771.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -368798.562500 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -368798.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -368827.406250 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -368827.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -368851.187500 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -368851.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -368878.968750 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -368879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -368893.593750 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -368893.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -368910.500000 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -368910.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -368933.968750 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -368934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -368954.562500 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -368954.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -368969.968750 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -368970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -368984.562500 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -368984.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -368998.750000 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -368998.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -369010.218750 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -369010.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -369022.687500 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -369022.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -369037.125000 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -369037.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -369054.593750 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -369054.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -369073.218750 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -369073.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -369087.437500 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -369087.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -369095.937500 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -369095.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -369105.218750 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -369105.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -369113.000000 Penalty: 4158.069336
	Iteration 37Q: 3 clusters Score -369113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -369118.906250 Penalty: 4158.069336
	Iteration 38Q: 3 clusters Score -369118.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -369134.562500 Penalty: 4158.069336
	Iteration 39Q: 3 clusters Score -369134.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -369153.812500 Penalty: 4158.069336
	Iteration 40F: 3 clusters Score -369153.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -369178.750000 Penalty: 4158.069336
	Iteration 41Q: 3 clusters Score -369178.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -369205.625000 Penalty: 4158.069336
	Iteration 42Q: 3 clusters Score -369205.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -369233.375000 Penalty: 4158.069336
	Iteration 43Q: 3 clusters Score -369233.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -369261.156250 Penalty: 4158.069336
	Iteration 44Q: 3 clusters Score -369261.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -369286.343750 Penalty: 4158.069336
	Iteration 45Q: 3 clusters Score -369286.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -369306.125000 Penalty: 4158.069336
	Iteration 46Q: 3 clusters Score -369306.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -369323.406250 Penalty: 4158.069336
	Iteration 47Q: 3 clusters Score -369323.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -369332.000000 Penalty: 4158.069336
	Iteration 48Q: 3 clusters Score -369332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -369343.343750 Penalty: 4158.069336
	Iteration 49Q: 3 clusters Score -369343.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -369355.718750 Penalty: 4158.069336
	Iteration 50Q: 3 clusters Score -369355.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -369368.562500 Penalty: 4158.069336
	Iteration 51Q: 3 clusters Score -369368.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -369378.375000 Penalty: 4158.069336
	Iteration 52Q: 3 clusters Score -369378.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -369391.937500 Penalty: 4158.069336
	Iteration 53Q: 3 clusters Score -369391.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -369404.375000 Penalty: 4158.069336
	Iteration 54Q: 3 clusters Score -369404.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -369414.687500 Penalty: 4158.069336
	Iteration 55Q: 3 clusters Score -369414.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -369423.312500 Penalty: 4158.069336
	Iteration 56Q: 3 clusters Score -369423.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -369430.437500 Penalty: 4158.069336
	Iteration 57Q: 3 clusters Score -369430.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -369434.875000 Penalty: 4158.069336
	Iteration 58Q: 3 clusters Score -369434.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -369438.781250 Penalty: 4158.069336
	Iteration 59Q: 3 clusters Score -369438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -369444.656250 Penalty: 4158.069336
	Iteration 60F: 3 clusters Score -369444.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -369450.031250 Penalty: 4158.069336
	Iteration 61Q: 3 clusters Score -369450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -369456.500000 Penalty: 4158.069336
	Iteration 62Q: 3 clusters Score -369456.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -369467.500000 Penalty: 4158.069336
	Iteration 63Q: 3 clusters Score -369467.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -369473.093750 Penalty: 4158.069336
	Iteration 64Q: 3 clusters Score -369473.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -369478.312500 Penalty: 4158.069336
	Iteration 65Q: 3 clusters Score -369478.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -369482.250000 Penalty: 4158.069336
	Iteration 66Q: 3 clusters Score -369482.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -369485.656250 Penalty: 4158.069336
	Iteration 67Q: 3 clusters Score -369485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -369486.875000 Penalty: 4158.069336
	Iteration 68Q: 3 clusters Score -369486.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -369488.750000 Penalty: 4158.069336
	Iteration 69Q: 3 clusters Score -369488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -369492.375000 Penalty: 4158.069336
	Iteration 70Q: 3 clusters Score -369492.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -369495.593750 Penalty: 4158.069336
	Iteration 71Q: 3 clusters Score -369495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -369498.656250 Penalty: 4158.069336
	Iteration 72Q: 3 clusters Score -369498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -369501.437500 Penalty: 4158.069336
	Iteration 73Q: 3 clusters Score -369501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -369503.812500 Penalty: 4158.069336
	Iteration 74Q: 3 clusters Score -369503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -369505.843750 Penalty: 4158.069336
	Iteration 75Q: 3 clusters Score -369505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -369507.156250 Penalty: 4158.069336
	Iteration 76Q: 3 clusters Score -369507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -369509.343750 Penalty: 4158.069336
	Iteration 77Q: 3 clusters Score -369509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -369511.750000 Penalty: 4158.069336
	Iteration 78Q: 3 clusters Score -369511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -369513.031250 Penalty: 4158.069336
	Iteration 79Q: 3 clusters Score -369513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -369513.343750 Penalty: 4158.069336
	Iteration 80F: 3 clusters Score -369513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -369514.000000 Penalty: 4158.069336
	Iteration 81Q: 3 clusters Score -369514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -369515.250000 Penalty: 4158.069336
	Iteration 82Q: 3 clusters Score -369515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -369517.312500 Penalty: 4158.069336
	Iteration 83Q: 3 clusters Score -369517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -369517.937500 Penalty: 4158.069336
	Iteration 84Q: 3 clusters Score -369517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -369519.375000 Penalty: 4158.069336
	Iteration 85Q: 3 clusters Score -369519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -369520.531250 Penalty: 4158.069336
	Iteration 86Q: 3 clusters Score -369520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -369522.437500 Penalty: 4158.069336
	Iteration 87Q: 3 clusters Score -369522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -369524.000000 Penalty: 4158.069336
	Iteration 88Q: 3 clusters Score -369524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -369525.125000 Penalty: 4158.069336
	Iteration 89Q: 3 clusters Score -369525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -369526.562500 Penalty: 4158.069336
	Iteration 90Q: 3 clusters Score -369526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -369528.843750 Penalty: 4158.069336
	Iteration 91Q: 3 clusters Score -369528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -369530.406250 Penalty: 4158.069336
	Iteration 92Q: 3 clusters Score -369530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -369531.531250 Penalty: 4158.069336
	Iteration 93Q: 3 clusters Score -369531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -369532.968750 Penalty: 4158.069336
	Iteration 94Q: 3 clusters Score -369533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -369535.281250 Penalty: 4158.069336
	Iteration 95Q: 3 clusters Score -369535.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -369535.656250 Penalty: 4158.069336
	Iteration 96Q: 3 clusters Score -369535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -369536.281250 Penalty: 4158.069336
	Iteration 97Q: 3 clusters Score -369536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -369537.906250 Penalty: 4158.069336
	Iteration 98Q: 3 clusters Score -369537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -369539.031250 Penalty: 4158.069336
	Iteration 99Q: 3 clusters Score -369539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -369541.125000 Penalty: 4158.069336
	Iteration 100F: 3 clusters Score -369541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -369541.593750 Penalty: 4158.069336
	Iteration 101Q: 3 clusters Score -369541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -369542.312500 Penalty: 4158.069336
	Iteration 102Q: 3 clusters Score -369542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -369543.468750 Penalty: 4158.069336
	Iteration 103Q: 3 clusters Score -369543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -369543.875000 Penalty: 4158.069336
	Iteration 104Q: 3 clusters Score -369543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -369543.875000 Penalty: 4158.069336
	Iteration 105F: 3 clusters Score -369543.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Entering Unmasked Estep 
Score: -1448722.750000 Penalty: 2417.953369
	Iteration 0F: 2 clusters Score -1448723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1436541.000000 Penalty: 4835.906738
	Iteration 0F: 3 clusters Score -1436541 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1440452.375000 Penalty: 4835.906738
	Iteration 1F: 3 clusters Score -1440452 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1440852.000000 Penalty: 4835.906738
	Iteration 2F: 3 clusters Score -1440852 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1441276.375000 Penalty: 4835.906738
	Iteration 3F: 3 clusters Score -1441276 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1441765.375000 Penalty: 4835.906738
	Iteration 4Q: 3 clusters Score -1441765 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1442381.000000 Penalty: 4835.906738
	Iteration 5F: 3 clusters Score -1442381 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1443274.750000 Penalty: 4835.906738
	Iteration 6F: 3 clusters Score -1443275 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1444453.750000 Penalty: 4835.906738
	Iteration 7F: 3 clusters Score -1444454 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1445716.000000 Penalty: 4835.906738
	Iteration 8F: 3 clusters Score -1445716 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1446950.750000 Penalty: 4835.906738
	Iteration 9F: 3 clusters Score -1446951 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1447906.250000 Penalty: 4835.906738
	Iteration 10F: 3 clusters Score -1447906 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1448496.375000 Penalty: 4835.906738
	Iteration 11Q: 3 clusters Score -1448496 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1448882.875000 Penalty: 4835.906738
	Iteration 12Q: 3 clusters Score -1448883 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1449115.875000 Penalty: 4835.906738
	Iteration 13Q: 3 clusters Score -1449116 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1449250.125000 Penalty: 4835.906738
	Iteration 14Q: 3 clusters Score -1449250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1449318.500000 Penalty: 4835.906738
	Iteration 15Q: 3 clusters Score -1449318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1449361.250000 Penalty: 4835.906738
	Iteration 16Q: 3 clusters Score -1449361 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1449396.625000 Penalty: 4835.906738
	Iteration 17Q: 3 clusters Score -1449397 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1449430.375000 Penalty: 4835.906738
	Iteration 18Q: 3 clusters Score -1449430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1449443.500000 Penalty: 4835.906738
	Iteration 19Q: 3 clusters Score -1449444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1449456.500000 Penalty: 4835.906738
	Iteration 20F: 3 clusters Score -1449456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1449463.250000 Penalty: 4835.906738
	Iteration 21Q: 3 clusters Score -1449463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1449468.250000 Penalty: 4835.906738
	Iteration 22Q: 3 clusters Score -1449468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1449473.500000 Penalty: 4835.906738
	Iteration 23Q: 3 clusters Score -1449474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1449478.000000 Penalty: 4835.906738
	Iteration 24Q: 3 clusters Score -1449478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1449480.750000 Penalty: 4835.906738
	Iteration 25Q: 3 clusters Score -1449481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1449481.750000 Penalty: 4835.906738
	Iteration 26Q: 3 clusters Score -1449482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1449489.375000 Penalty: 4835.906738
	Iteration 27Q: 3 clusters Score -1449489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1449489.000000 Penalty: 4835.906738
	Iteration 28Q: 3 clusters Score -1449489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1449488.500000 Penalty: 4835.906738
	Iteration 29Q: 3 clusters Score -1449488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1449490.000000 Penalty: 4835.906738
	Iteration 30Q: 3 clusters Score -1449490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1449491.000000 Penalty: 4835.906738
	Iteration 31Q: 3 clusters Score -1449491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1449487.875000 Penalty: 4835.906738
	Iteration 32Q: 3 clusters Score -1449488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1449489.500000 Penalty: 4835.906738
	Iteration 33Q: 3 clusters Score -1449490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1449489.125000 Penalty: 4835.906738
	Iteration 34Q: 3 clusters Score -1449489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1449490.375000 Penalty: 4835.906738
	Iteration 35Q: 3 clusters Score -1449490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1449490.000000 Penalty: 4835.906738
	Iteration 36Q: 3 clusters Score -1449490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1449491.000000 Penalty: 4835.906738
	Iteration 37Q: 3 clusters Score -1449491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1449491.000000 Penalty: 4835.906738
	Iteration 38F: 3 clusters Score -1449491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 12757 members 
Entering Unmasked Estep 
Score: -93622136.000000 Penalty: 96286.414062
Splitting cluster 22 changes total score from -93622744.000000 to -93622136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (30962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Entering Unmasked Estep 
Score: -2826465.500000 Penalty: 2564.447998
	Iteration 0F: 2 clusters Score -2826466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2805267.500000 Penalty: 5128.895996
	Iteration 0F: 3 clusters Score -2805268 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2813022.500000 Penalty: 5128.895996
	Iteration 1F: 3 clusters Score -2813022 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2813487.500000 Penalty: 5128.895996
	Iteration 2Q: 3 clusters Score -2813488 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2813874.250000 Penalty: 5128.895996
	Iteration 3Q: 3 clusters Score -2813874 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2814304.500000 Penalty: 5128.895996
	Iteration 4Q: 3 clusters Score -2814304 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2814803.000000 Penalty: 5128.895996
	Iteration 5Q: 3 clusters Score -2814803 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2815494 nChanged 1469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2817436 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -2819716 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2820431.500000 Penalty: 5128.895996
	Iteration 11Q: 3 clusters Score -2820432 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2820759.500000 Penalty: 5128.895996
	Iteration 12Q: 3 clusters Score -2820760 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2820922.500000 Penalty: 5128.895996
	Iteration 13Q: 3 clusters Score -2820922 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2821013.750000 Penalty: 5128.895996
	Iteration 14Q: 3 clusters Score -2821014 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2821079.500000 Penalty: 5128.895996
	Iteration 15Q: 3 clusters Score -2821080 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2821148.750000 Penalty: 5128.895996
	Iteration 16Q: 3 clusters Score -2821149 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2821205.250000 Penalty: 5128.895996
	Iteration 17Q: 3 clusters Score -2821205 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2821259.500000 Penalty: 5128.895996
	Iteration 18Q: 3 clusters Score -2821260 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2821315 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2821340.750000 Penalty: 5128.895996
	Iteration 20F: 3 clusters Score -2821341 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2821384 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2821427.500000 Penalty: 5128.895996
	Iteration 22Q: 3 clusters Score -2821428 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2821474.500000 Penalty: 5128.895996
	Iteration 23Q: 3 clusters Score -2821474 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2821510.250000 Penalty: 5128.895996
	Iteration 24Q: 3 clusters Score -2821510 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2821561.250000 Penalty: 5128.895996
	Iteration 25Q: 3 clusters Score -2821561 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2821605 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2821659 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2821699 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2821764.250000 Penalty: 5128.895996
	Iteration 29Q: 3 clusters Score -2821764 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2821811.250000 Penalty: 5128.895996
	Iteration 30Q: 3 clusters Score -2821811 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2821873 nChanged 265
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Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2821935.000000 Penalty: 5128.895996
	Iteration 32Q: 3 clusters Score -2821935 nChanged 261
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2821994.750000 Penalty: 5128.895996
	Iteration 33Q: 3 clusters Score -2821995 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2822063.000000 Penalty: 5128.895996
	Iteration 34Q: 3 clusters Score -2822063 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2822139.250000 Penalty: 5128.895996
	Iteration 35Q: 3 clusters Score -2822139 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2822217.500000 Penalty: 5128.895996
	Iteration 36Q: 3 clusters Score -2822218 nChanged 292
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Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2822278 nChanged 269
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Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2822354 nChanged 278
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Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2822420.250000 Penalty: 5128.895996
	Iteration 39Q: 3 clusters Score -2822420 nChanged 237
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Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2822487.250000 Penalty: 5128.895996
	Iteration 40F: 3 clusters Score -2822487 nChanged 225
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Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2822528.500000 Penalty: 5128.895996
	Iteration 41Q: 3 clusters Score -2822528 nChanged 209
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Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2822583 nChanged 227
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Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2822633 nChanged 194
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Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2822665 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2822699 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2822732.000000 Penalty: 5128.895996
	Iteration 46Q: 3 clusters Score -2822732 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2822739 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2822775 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2822803.000000 Penalty: 5128.895996
	Iteration 49Q: 3 clusters Score -2822803 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2822827.250000 Penalty: 5128.895996
	Iteration 50Q: 3 clusters Score -2822827 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2822837.500000 Penalty: 5128.895996
	Iteration 51Q: 3 clusters Score -2822838 nChanged 97
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Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2822847.750000 Penalty: 5128.895996
	Iteration 52Q: 3 clusters Score -2822848 nChanged 81
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Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2822868 nChanged 95
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Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2822878 nChanged 87
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Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2822890.500000 Penalty: 5128.895996
	Iteration 55Q: 3 clusters Score -2822890 nChanged 87
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Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2822901.500000 Penalty: 5128.895996
	Iteration 56Q: 3 clusters Score -2822902 nChanged 76
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Mstep: Class 1 contains 6827 members 
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Entering Unmasked Estep 
Score: -2822913.000000 Penalty: 5128.895996
	Iteration 57Q: 3 clusters Score -2822913 nChanged 76
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Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2822921.500000 Penalty: 5128.895996
	Iteration 58Q: 3 clusters Score -2822922 nChanged 70
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Mstep: Class 1 contains 6695 members 
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Entering Unmasked Estep 
Score: -2822926.500000 Penalty: 5128.895996
	Iteration 59Q: 3 clusters Score -2822926 nChanged 66
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Mstep: Class 1 contains 6637 members 
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Entering Unmasked Estep 
Score: -2822929.500000 Penalty: 5128.895996
	Iteration 60F: 3 clusters Score -2822930 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2822942.250000 Penalty: 5128.895996
	Iteration 61Q: 3 clusters Score -2822942 nChanged 77
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Mstep: Class 1 contains 6501 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2822949 nChanged 95
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Mstep: Class 1 contains 6410 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2822964 nChanged 94
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Mstep: Class 1 contains 6324 members 
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	Iteration 64Q: 3 clusters Score -2822980 nChanged 88
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Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 24726 members 
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	Iteration 65Q: 3 clusters Score -2822992 nChanged 84
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Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 24808 members 
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Score: -2823012.500000 Penalty: 5128.895996
	Iteration 66Q: 3 clusters Score -2823012 nChanged 71
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Mstep: Class 1 contains 6089 members 
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Entering Unmasked Estep 
Score: -2823023.750000 Penalty: 5128.895996
	Iteration 67Q: 3 clusters Score -2823024 nChanged 51
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Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 24922 members 
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Score: -2823027.000000 Penalty: 5128.895996
	Iteration 68Q: 3 clusters Score -2823027 nChanged 51
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 24965 members 
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	Iteration 69Q: 3 clusters Score -2823037 nChanged 51
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Mstep: Class 1 contains 5950 members 
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Entering Unmasked Estep 
Score: -2823045.500000 Penalty: 5128.895996
	Iteration 70Q: 3 clusters Score -2823046 nChanged 65
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Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2823049.500000 Penalty: 5128.895996
	Iteration 71Q: 3 clusters Score -2823050 nChanged 56
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Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -2823054.500000 Penalty: 5128.895996
	Iteration 72Q: 3 clusters Score -2823054 nChanged 52
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Mstep: Class 1 contains 5789 members 
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Entering Unmasked Estep 
Score: -2823051.750000 Penalty: 5128.895996
	Iteration 73Q: 3 clusters Score -2823052 nChanged 38
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Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -2823055.250000 Penalty: 5128.895996
	Iteration 74Q: 3 clusters Score -2823055 nChanged 37
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Mstep: Class 1 contains 5718 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2823059 nChanged 45
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2823070 nChanged 46
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Mstep: Class 1 contains 5627 members 
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	Iteration 77Q: 3 clusters Score -2823078 nChanged 34
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Mstep: Class 1 contains 5593 members 
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Entering Unmasked Estep 
Score: -2823081.750000 Penalty: 5128.895996
	Iteration 78Q: 3 clusters Score -2823082 nChanged 42
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Mstep: Class 1 contains 5555 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2823086 nChanged 37
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Mstep: Class 1 contains 5524 members 
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Entering Unmasked Estep 
Score: -2823094.250000 Penalty: 5128.895996
	Iteration 80F: 3 clusters Score -2823094 nChanged 39
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Mstep: Class 1 contains 5485 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2823096 nChanged 48
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2823114 nChanged 57
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2823124 nChanged 63
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	Iteration 84Q: 3 clusters Score -2823129 nChanged 74
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2823145 nChanged 75
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Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -2823157.000000 Penalty: 5128.895996
	Iteration 86Q: 3 clusters Score -2823157 nChanged 73
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Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2823162.500000 Penalty: 5128.895996
	Iteration 87Q: 3 clusters Score -2823162 nChanged 68
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Mstep: Class 1 contains 5067 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2823176 nChanged 72
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -2823193.000000 Penalty: 5128.895996
	Iteration 89Q: 3 clusters Score -2823193 nChanged 88
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Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2823198 nChanged 90
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Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -2823216.250000 Penalty: 5128.895996
	Iteration 91Q: 3 clusters Score -2823216 nChanged 102
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Mstep: Class 1 contains 4733 members 
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	Iteration 92Q: 3 clusters Score -2823237 nChanged 99
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Mstep: Class 1 contains 4642 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2823268 nChanged 100
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Mstep: Class 1 contains 4546 members 
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	Iteration 94Q: 3 clusters Score -2823278 nChanged 111
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Mstep: Class 1 contains 4439 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2823319 nChanged 122
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Mstep: Class 1 contains 4323 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2823342 nChanged 128
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Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2823368 nChanged 119
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Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2823397 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2823426.000000 Penalty: 5128.895996
	Iteration 99Q: 3 clusters Score -2823426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -2823466.750000 Penalty: 5128.895996
	Iteration 100F: 3 clusters Score -2823467 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -2823511.250000 Penalty: 5128.895996
	Iteration 101Q: 3 clusters Score -2823511 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -2823561.250000 Penalty: 5128.895996
	Iteration 102Q: 3 clusters Score -2823561 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -2823622.250000 Penalty: 5128.895996
	Iteration 103Q: 3 clusters Score -2823622 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -2823696.000000 Penalty: 5128.895996
	Iteration 104Q: 3 clusters Score -2823696 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -2823811.000000 Penalty: 5128.895996
	Iteration 105Q: 3 clusters Score -2823811 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -2823957.250000 Penalty: 5128.895996
	Iteration 106Q: 3 clusters Score -2823957 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -2824096.250000 Penalty: 5128.895996
	Iteration 107Q: 3 clusters Score -2824096 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -2824230.750000 Penalty: 5128.895996
	Iteration 108Q: 3 clusters Score -2824231 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2824390.750000 Penalty: 5128.895996
	Iteration 109Q: 3 clusters Score -2824391 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -2824566.750000 Penalty: 5128.895996
	Iteration 110Q: 3 clusters Score -2824567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -2824700.000000 Penalty: 5128.895996
	Iteration 111Q: 3 clusters Score -2824700 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2824762.250000 Penalty: 5128.895996
	Iteration 112Q: 3 clusters Score -2824762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -2824812.000000 Penalty: 5128.895996
	Iteration 113Q: 3 clusters Score -2824812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -2824838.000000 Penalty: 5128.895996
	Iteration 114Q: 3 clusters Score -2824838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -2824873.500000 Penalty: 5128.895996
	Iteration 115Q: 3 clusters Score -2824874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -2824892.000000 Penalty: 5128.895996
	Iteration 116Q: 3 clusters Score -2824892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -2824903.250000 Penalty: 5128.895996
	Iteration 117Q: 3 clusters Score -2824903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -2824908.250000 Penalty: 5128.895996
	Iteration 118Q: 3 clusters Score -2824908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2824915.000000 Penalty: 5128.895996
	Iteration 119Q: 3 clusters Score -2824915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2824912.000000 Penalty: 5128.895996
	Iteration 120F: 3 clusters Score -2824912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -2824922.500000 Penalty: 5128.895996
	Iteration 121Q: 3 clusters Score -2824922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -2824917.750000 Penalty: 5128.895996
	Iteration 122Q: 3 clusters Score -2824918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -2824919.500000 Penalty: 5128.895996
	Iteration 123Q: 3 clusters Score -2824920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -2824920.750000 Penalty: 5128.895996
	Iteration 124Q: 3 clusters Score -2824921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -2824920.750000 Penalty: 5128.895996
	Iteration 125F: 3 clusters Score -2824921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -137115.796875 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -137115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -134739.515625 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -134739.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -135253.046875 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -135253 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -135468.265625 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -135468.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -135711.765625 Penalty: 3684.748047
	Iteration 3F: 3 clusters Score -135711.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -136079.781250 Penalty: 3684.748047
	Iteration 4F: 3 clusters Score -136079.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -136656.156250 Penalty: 3684.748047
	Iteration 5F: 3 clusters Score -136656.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -137097.734375 Penalty: 3684.748047
	Iteration 6F: 3 clusters Score -137097.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -137264.968750 Penalty: 3684.748047
	Iteration 7F: 3 clusters Score -137265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -137306.156250 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -137306.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -137343.484375 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -137343.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137368.750000 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -137368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -137394.156250 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -137394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -137413.765625 Penalty: 3684.748047
	Iteration 12Q: 3 clusters Score -137413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -137431.781250 Penalty: 3684.748047
	Iteration 13Q: 3 clusters Score -137431.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -137448.796875 Penalty: 3684.748047
	Iteration 14Q: 3 clusters Score -137448.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -137467.578125 Penalty: 3684.748047
	Iteration 15Q: 3 clusters Score -137467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -137473.500000 Penalty: 3684.748047
	Iteration 16Q: 3 clusters Score -137473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -137480.125000 Penalty: 3684.748047
	Iteration 17Q: 3 clusters Score -137480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -137482.921875 Penalty: 3684.748047
	Iteration 18Q: 3 clusters Score -137482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -137484.828125 Penalty: 3684.748047
	Iteration 19Q: 3 clusters Score -137484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -137491.078125 Penalty: 3684.748047
	Iteration 20F: 3 clusters Score -137491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -137497.468750 Penalty: 3684.748047
	Iteration 21Q: 3 clusters Score -137497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -137505.500000 Penalty: 3684.748047
	Iteration 22Q: 3 clusters Score -137505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -137510.046875 Penalty: 3684.748047
	Iteration 23Q: 3 clusters Score -137510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -137511.140625 Penalty: 3684.748047
	Iteration 24Q: 3 clusters Score -137511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -137511.140625 Penalty: 3684.748047
	Iteration 25F: 3 clusters Score -137511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 1359 members 
Entering Unmasked Estep 
Score: -93621464.000000 Penalty: 96286.414062
Splitting cluster 24 changes total score from -93622744.000000 to -93621464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -573334.312500 Penalty: 2164.729980
	Iteration 0F: 2 clusters Score -573334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -568022.750000 Penalty: 4329.459961
	Iteration 0F: 3 clusters Score -568022.8 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -569322.500000 Penalty: 4329.459961
	Iteration 1F: 3 clusters Score -569322.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -569573.562500 Penalty: 4329.459961
	Iteration 2F: 3 clusters Score -569573.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -569734.625000 Penalty: 4329.459961
	Iteration 3F: 3 clusters Score -569734.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -569849.750000 Penalty: 4329.459961
	Iteration 4Q: 3 clusters Score -569849.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -569939.750000 Penalty: 4329.459961
	Iteration 5Q: 3 clusters Score -569939.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -570022.062500 Penalty: 4329.459961
	Iteration 6Q: 3 clusters Score -570022.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -570104.187500 Penalty: 4329.459961
	Iteration 7Q: 3 clusters Score -570104.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -570191.125000 Penalty: 4329.459961
	Iteration 8Q: 3 clusters Score -570191.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -570279.500000 Penalty: 4329.459961
	Iteration 9Q: 3 clusters Score -570279.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -570354.062500 Penalty: 4329.459961
	Iteration 10Q: 3 clusters Score -570354.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -570435.437500 Penalty: 4329.459961
	Iteration 11Q: 3 clusters Score -570435.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -570527.437500 Penalty: 4329.459961
	Iteration 12Q: 3 clusters Score -570527.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -570631.437500 Penalty: 4329.459961
	Iteration 13Q: 3 clusters Score -570631.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -570730.625000 Penalty: 4329.459961
	Iteration 14Q: 3 clusters Score -570730.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -570820.750000 Penalty: 4329.459961
	Iteration 15Q: 3 clusters Score -570820.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -570902.437500 Penalty: 4329.459961
	Iteration 16Q: 3 clusters Score -570902.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -570978.125000 Penalty: 4329.459961
	Iteration 17Q: 3 clusters Score -570978.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -571052.437500 Penalty: 4329.459961
	Iteration 18Q: 3 clusters Score -571052.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -571116.750000 Penalty: 4329.459961
	Iteration 19Q: 3 clusters Score -571116.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -571178.062500 Penalty: 4329.459961
	Iteration 20F: 3 clusters Score -571178.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -571229.875000 Penalty: 4329.459961
	Iteration 21Q: 3 clusters Score -571229.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -571273.875000 Penalty: 4329.459961
	Iteration 22Q: 3 clusters Score -571273.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -571304.375000 Penalty: 4329.459961
	Iteration 23Q: 3 clusters Score -571304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -571324.437500 Penalty: 4329.459961
	Iteration 24Q: 3 clusters Score -571324.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -571336.500000 Penalty: 4329.459961
	Iteration 25Q: 3 clusters Score -571336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -571346.312500 Penalty: 4329.459961
	Iteration 26Q: 3 clusters Score -571346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -571357.875000 Penalty: 4329.459961
	Iteration 27Q: 3 clusters Score -571357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -571360.750000 Penalty: 4329.459961
	Iteration 28Q: 3 clusters Score -571360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -571366.062500 Penalty: 4329.459961
	Iteration 29Q: 3 clusters Score -571366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -571373.687500 Penalty: 4329.459961
	Iteration 30Q: 3 clusters Score -571373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -571381.000000 Penalty: 4329.459961
	Iteration 31Q: 3 clusters Score -571381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -571383.812500 Penalty: 4329.459961
	Iteration 32Q: 3 clusters Score -571383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -571390.875000 Penalty: 4329.459961
	Iteration 33Q: 3 clusters Score -571390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -571396.312500 Penalty: 4329.459961
	Iteration 34Q: 3 clusters Score -571396.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -571407.062500 Penalty: 4329.459961
	Iteration 35Q: 3 clusters Score -571407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -571411.937500 Penalty: 4329.459961
	Iteration 36Q: 3 clusters Score -571411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -571416.250000 Penalty: 4329.459961
	Iteration 37Q: 3 clusters Score -571416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -571417.937500 Penalty: 4329.459961
	Iteration 38Q: 3 clusters Score -571417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -571417.937500 Penalty: 4329.459961
	Iteration 39F: 3 clusters Score -571417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23659.703125 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -23659.7 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 195 members 
Entering Unmasked Estep 
Score: -22360.447266 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -22360.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22741.023438 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -22741.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23073.867188 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -23073.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23222.986328 Penalty: 2948.928711
	Iteration 3F: 3 clusters Score -23222.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23322.234375 Penalty: 2948.928711
	Iteration 4F: 3 clusters Score -23322.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23360.697266 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -23360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23373.410156 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -23373.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23384.511719 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -23384.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23398.597656 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -23398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23411.373047 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -23411.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23412.031250 Penalty: 2948.928711
	Iteration 10F: 3 clusters Score -23412.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23439.501953 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -23439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23477.730469 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -23477.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23532.794922 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -23532.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23551.513672 Penalty: 2948.928711
	Iteration 14Q: 3 clusters Score -23551.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23580.460938 Penalty: 2948.928711
	Iteration 15Q: 3 clusters Score -23580.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23631.599609 Penalty: 2948.928711
	Iteration 16Q: 3 clusters Score -23631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23668.810547 Penalty: 2948.928711
	Iteration 17Q: 3 clusters Score -23668.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23700.583984 Penalty: 2948.928711
	Iteration 18Q: 3 clusters Score -23700.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23708.531250 Penalty: 2948.928711
	Iteration 19Q: 3 clusters Score -23708.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23711.560547 Penalty: 2948.928711
	Iteration 20F: 3 clusters Score -23711.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 96 members 
Entering Unmasked Estep 
Score: -93620768.000000 Penalty: 96286.414062
Splitting cluster 26 changes total score from -93622744.000000 to -93620768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (10880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Entering Unmasked Estep 
Score: -958837.062500 Penalty: 2305.081055
	Iteration 0F: 2 clusters Score -958837.1 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 5431 members 
Entering Unmasked Estep 
Score: -950670.312500 Penalty: 4610.162109
	Iteration 0F: 3 clusters Score -950670.3 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -953213.250000 Penalty: 4610.162109
	Iteration 1F: 3 clusters Score -953213.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -953727.875000 Penalty: 4610.162109
	Iteration 2F: 3 clusters Score -953727.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -954212.750000 Penalty: 4610.162109
	Iteration 3F: 3 clusters Score -954212.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -954705.500000 Penalty: 4610.162109
	Iteration 4F: 3 clusters Score -954705.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -955199.000000 Penalty: 4610.162109
	Iteration 5F: 3 clusters Score -955199 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -955666.750000 Penalty: 4610.162109
	Iteration 6F: 3 clusters Score -955666.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -956067.312500 Penalty: 4610.162109
	Iteration 7F: 3 clusters Score -956067.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -956395.562500 Penalty: 4610.162109
	Iteration 8Q: 3 clusters Score -956395.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -956664.437500 Penalty: 4610.162109
	Iteration 9Q: 3 clusters Score -956664.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -956844.125000 Penalty: 4610.162109
	Iteration 10Q: 3 clusters Score -956844.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -956961.500000 Penalty: 4610.162109
	Iteration 11Q: 3 clusters Score -956961.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -957043.000000 Penalty: 4610.162109
	Iteration 12Q: 3 clusters Score -957043 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -957111.625000 Penalty: 4610.162109
	Iteration 13Q: 3 clusters Score -957111.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -957184.187500 Penalty: 4610.162109
	Iteration 14Q: 3 clusters Score -957184.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -957241.187500 Penalty: 4610.162109
	Iteration 15Q: 3 clusters Score -957241.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -957279.250000 Penalty: 4610.162109
	Iteration 16Q: 3 clusters Score -957279.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -957303.312500 Penalty: 4610.162109
	Iteration 17Q: 3 clusters Score -957303.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -957314.062500 Penalty: 4610.162109
	Iteration 18Q: 3 clusters Score -957314.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -957325.812500 Penalty: 4610.162109
	Iteration 19Q: 3 clusters Score -957325.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -957331.250000 Penalty: 4610.162109
	Iteration 20F: 3 clusters Score -957331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -957337.312500 Penalty: 4610.162109
	Iteration 21Q: 3 clusters Score -957337.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -957340.375000 Penalty: 4610.162109
	Iteration 22Q: 3 clusters Score -957340.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -957346.437500 Penalty: 4610.162109
	Iteration 23Q: 3 clusters Score -957346.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -957350.562500 Penalty: 4610.162109
	Iteration 24Q: 3 clusters Score -957350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -957354.625000 Penalty: 4610.162109
	Iteration 25Q: 3 clusters Score -957354.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -957356.312500 Penalty: 4610.162109
	Iteration 26Q: 3 clusters Score -957356.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -957358.125000 Penalty: 4610.162109
	Iteration 27Q: 3 clusters Score -957358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -957357.500000 Penalty: 4610.162109
	Iteration 28Q: 3 clusters Score -957357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -957357.937500 Penalty: 4610.162109
	Iteration 29Q: 3 clusters Score -957357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -957358.375000 Penalty: 4610.162109
	Iteration 30Q: 3 clusters Score -957358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -957359.250000 Penalty: 4610.162109
	Iteration 31Q: 3 clusters Score -957359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -957363.750000 Penalty: 4610.162109
	Iteration 32Q: 3 clusters Score -957363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -957364.687500 Penalty: 4610.162109
	Iteration 33Q: 3 clusters Score -957364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -957365.000000 Penalty: 4610.162109
	Iteration 34Q: 3 clusters Score -957365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -957365.000000 Penalty: 4610.162109
	Iteration 35F: 3 clusters Score -957365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164869 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622704.000000 Penalty: 92847.609375
Iteration 239Q: 28 clusters Score -9.36227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25227 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85181 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138030 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164870 members 
Mstep: Class 19 contains 32884 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622728.000000 Penalty: 92847.609375
Iteration 240F: 28 clusters Score -9.362273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25227 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 85187 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138022 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164874 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622736.000000 Penalty: 92847.609375
Iteration 241Q: 28 clusters Score -9.362274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25227 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85194 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138013 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9522 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164878 members 
Mstep: Class 19 contains 32881 members 
Mstep: Class 20 contains 438139 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622808.000000 Penalty: 92847.609375
Iteration 242Q: 28 clusters Score -9.362281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25227 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85202 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 138004 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9522 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164879 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622760.000000 Penalty: 92847.609375
Iteration 243Q: 28 clusters Score -9.362276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85208 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137994 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9523 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164878 members 
Mstep: Class 19 contains 32884 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622792.000000 Penalty: 92847.609375
Iteration 244Q: 28 clusters Score -9.362279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85217 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137983 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9523 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164879 members 
Mstep: Class 19 contains 32885 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622784.000000 Penalty: 92847.609375
Iteration 245Q: 28 clusters Score -9.362278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85226 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137971 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164880 members 
Mstep: Class 19 contains 32887 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622720.000000 Penalty: 92847.609375
Iteration 246Q: 28 clusters Score -9.362272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85231 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137964 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9523 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164883 members 
Mstep: Class 19 contains 32887 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622736.000000 Penalty: 92847.609375
Iteration 247Q: 28 clusters Score -9.362274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85233 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137958 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9525 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164885 members 
Mstep: Class 19 contains 32886 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17153 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622728.000000 Penalty: 92847.609375
Iteration 248Q: 28 clusters Score -9.362273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85236 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137951 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9526 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164887 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622736.000000 Penalty: 92847.609375
Iteration 249Q: 28 clusters Score -9.362274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85240 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137942 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164889 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438137 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17160 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622680.000000 Penalty: 92847.609375
Iteration 250Q: 28 clusters Score -9.362268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85246 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137934 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164890 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438138 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17161 members 
Mstep: Class 23 contains 30962 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622664.000000 Penalty: 92847.609375
Iteration 251Q: 28 clusters Score -9.362266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85249 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137931 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164891 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438137 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622696.000000 Penalty: 92847.609375
Iteration 252Q: 28 clusters Score -9.36227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85252 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137927 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164892 members 
Mstep: Class 19 contains 32885 members 
Mstep: Class 20 contains 438137 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622704.000000 Penalty: 92847.609375
Iteration 253Q: 28 clusters Score -9.36227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85253 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137926 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164894 members 
Mstep: Class 19 contains 32884 members 
Mstep: Class 20 contains 438137 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30958 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622728.000000 Penalty: 92847.609375
Iteration 254Q: 28 clusters Score -9.362273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85254 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137925 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164896 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438137 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30957 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622720.000000 Penalty: 92847.609375
Iteration 255Q: 28 clusters Score -9.362272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85255 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137923 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164896 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622720.000000 Penalty: 92847.609375
Iteration 256Q: 28 clusters Score -9.362272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85257 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137920 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164897 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622704.000000 Penalty: 92847.609375
Iteration 257Q: 28 clusters Score -9.36227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85259 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137918 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164897 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622712.000000 Penalty: 92847.609375
Iteration 258Q: 28 clusters Score -9.362271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137917 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164897 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622728.000000 Penalty: 92847.609375
Iteration 259Q: 28 clusters Score -9.362273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137916 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164898 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622720.000000 Penalty: 92847.609375
Iteration 260F: 28 clusters Score -9.362272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137915 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164899 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622720.000000 Penalty: 92847.609375
Iteration 261Q: 28 clusters Score -9.362272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137915 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164899 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622720.000000 Penalty: 92847.609375
Iteration 262F: 28 clusters Score -9.362272e+07 nChanged 0
Entering ConstructFrom: 
Score: -93622720.000000 Penalty: 92847.609375
Entering ConstructFrom: 
Trying to split cluster 1 (19312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Entering Unmasked Estep 
Score: -1663582.750000 Penalty: 2447.383545
	Iteration 0F: 2 clusters Score -1663583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1649934.875000 Penalty: 4894.767090
	Iteration 0F: 3 clusters Score -1649935 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1654428.625000 Penalty: 4894.767090
	Iteration 1F: 3 clusters Score -1654429 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1654885.125000 Penalty: 4894.767090
	Iteration 2F: 3 clusters Score -1654885 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1655460.250000 Penalty: 4894.767090
	Iteration 3F: 3 clusters Score -1655460 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1656212.625000 Penalty: 4894.767090
	Iteration 4F: 3 clusters Score -1656213 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1657291.875000 Penalty: 4894.767090
	Iteration 5F: 3 clusters Score -1657292 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1658716.250000 Penalty: 4894.767090
	Iteration 6F: 3 clusters Score -1658716 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1659953.625000 Penalty: 4894.767090
	Iteration 7F: 3 clusters Score -1659954 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1660720.250000 Penalty: 4894.767090
	Iteration 8F: 3 clusters Score -1660720 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1661130.500000 Penalty: 4894.767090
	Iteration 9Q: 3 clusters Score -1661130 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1661350.875000 Penalty: 4894.767090
	Iteration 10Q: 3 clusters Score -1661351 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1661468.500000 Penalty: 4894.767090
	Iteration 11Q: 3 clusters Score -1661468 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1661550.875000 Penalty: 4894.767090
	Iteration 12Q: 3 clusters Score -1661551 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1661604.125000 Penalty: 4894.767090
	Iteration 13Q: 3 clusters Score -1661604 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1661638.500000 Penalty: 4894.767090
	Iteration 14Q: 3 clusters Score -1661638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1661671.875000 Penalty: 4894.767090
	Iteration 15Q: 3 clusters Score -1661672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1661689.125000 Penalty: 4894.767090
	Iteration 16Q: 3 clusters Score -1661689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1661706.000000 Penalty: 4894.767090
	Iteration 17Q: 3 clusters Score -1661706 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1661724.625000 Penalty: 4894.767090
	Iteration 18Q: 3 clusters Score -1661725 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1661743.000000 Penalty: 4894.767090
	Iteration 19Q: 3 clusters Score -1661743 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1661776.750000 Penalty: 4894.767090
	Iteration 20F: 3 clusters Score -1661777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1661800.500000 Penalty: 4894.767090
	Iteration 21Q: 3 clusters Score -1661800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1661808.125000 Penalty: 4894.767090
	Iteration 22Q: 3 clusters Score -1661808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1661826.625000 Penalty: 4894.767090
	Iteration 23Q: 3 clusters Score -1661827 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1661828.375000 Penalty: 4894.767090
	Iteration 24Q: 3 clusters Score -1661828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1661854.500000 Penalty: 4894.767090
	Iteration 25Q: 3 clusters Score -1661854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1661877.000000 Penalty: 4894.767090
	Iteration 26Q: 3 clusters Score -1661877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1661897.500000 Penalty: 4894.767090
	Iteration 27Q: 3 clusters Score -1661898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1661911.000000 Penalty: 4894.767090
	Iteration 28Q: 3 clusters Score -1661911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1661926.500000 Penalty: 4894.767090
	Iteration 29Q: 3 clusters Score -1661926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1661945.500000 Penalty: 4894.767090
	Iteration 30Q: 3 clusters Score -1661946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1661969.625000 Penalty: 4894.767090
	Iteration 31Q: 3 clusters Score -1661970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1661991.375000 Penalty: 4894.767090
	Iteration 32Q: 3 clusters Score -1661991 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1662014.375000 Penalty: 4894.767090
	Iteration 33Q: 3 clusters Score -1662014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1662038.500000 Penalty: 4894.767090
	Iteration 34Q: 3 clusters Score -1662038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1662055.125000 Penalty: 4894.767090
	Iteration 35Q: 3 clusters Score -1662055 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1662074.000000 Penalty: 4894.767090
	Iteration 36Q: 3 clusters Score -1662074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1662103.375000 Penalty: 4894.767090
	Iteration 37Q: 3 clusters Score -1662103 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1662142.375000 Penalty: 4894.767090
	Iteration 38Q: 3 clusters Score -1662142 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1662182.000000 Penalty: 4894.767090
	Iteration 39Q: 3 clusters Score -1662182 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1662227.875000 Penalty: 4894.767090
	Iteration 40F: 3 clusters Score -1662228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1662299.375000 Penalty: 4894.767090
	Iteration 41Q: 3 clusters Score -1662299 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1662369.625000 Penalty: 4894.767090
	Iteration 42Q: 3 clusters Score -1662370 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1662444.125000 Penalty: 4894.767090
	Iteration 43Q: 3 clusters Score -1662444 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1662528.875000 Penalty: 4894.767090
	Iteration 44Q: 3 clusters Score -1662529 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1662619.000000 Penalty: 4894.767090
	Iteration 45Q: 3 clusters Score -1662619 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1662689.625000 Penalty: 4894.767090
	Iteration 46Q: 3 clusters Score -1662690 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1662781.875000 Penalty: 4894.767090
	Iteration 47Q: 3 clusters Score -1662782 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1662838.875000 Penalty: 4894.767090
	Iteration 48Q: 3 clusters Score -1662839 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1662880.375000 Penalty: 4894.767090
	Iteration 49Q: 3 clusters Score -1662880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1662910.875000 Penalty: 4894.767090
	Iteration 50Q: 3 clusters Score -1662911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1662945.250000 Penalty: 4894.767090
	Iteration 51Q: 3 clusters Score -1662945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1662967.125000 Penalty: 4894.767090
	Iteration 52Q: 3 clusters Score -1662967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1662988.375000 Penalty: 4894.767090
	Iteration 53Q: 3 clusters Score -1662988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1663003.250000 Penalty: 4894.767090
	Iteration 54Q: 3 clusters Score -1663003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1663021.125000 Penalty: 4894.767090
	Iteration 55Q: 3 clusters Score -1663021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1663028.125000 Penalty: 4894.767090
	Iteration 56Q: 3 clusters Score -1663028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1663037.500000 Penalty: 4894.767090
	Iteration 57Q: 3 clusters Score -1663038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1663042.000000 Penalty: 4894.767090
	Iteration 58Q: 3 clusters Score -1663042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1663043.250000 Penalty: 4894.767090
	Iteration 59Q: 3 clusters Score -1663043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1663048.375000 Penalty: 4894.767090
	Iteration 60F: 3 clusters Score -1663048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1663049.250000 Penalty: 4894.767090
	Iteration 61Q: 3 clusters Score -1663049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1663056.000000 Penalty: 4894.767090
	Iteration 62Q: 3 clusters Score -1663056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1663058.375000 Penalty: 4894.767090
	Iteration 63Q: 3 clusters Score -1663058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1663060.625000 Penalty: 4894.767090
	Iteration 64Q: 3 clusters Score -1663061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1663060.000000 Penalty: 4894.767090
	Iteration 65Q: 3 clusters Score -1663060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1663063.000000 Penalty: 4894.767090
	Iteration 66Q: 3 clusters Score -1663063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1663061.250000 Penalty: 4894.767090
	Iteration 67Q: 3 clusters Score -1663061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1663062.625000 Penalty: 4894.767090
	Iteration 68Q: 3 clusters Score -1663063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1663061.250000 Penalty: 4894.767090
	Iteration 69Q: 3 clusters Score -1663061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1663061.000000 Penalty: 4894.767090
	Iteration 70Q: 3 clusters Score -1663061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -1663061.125000 Penalty: 4894.767090
	Iteration 71Q: 3 clusters Score -1663061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -1663061.125000 Penalty: 4894.767090
	Iteration 72F: 3 clusters Score -1663061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -29589.925781 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -29589.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28204.027344 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -28204.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28317.027344 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -28317.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28371.738281 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -28371.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28393.433594 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -28393.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28403.818359 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -28403.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28403.818359 Penalty: 2929.059326
	Iteration 5F: 3 clusters Score -28403.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -121109.656250 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -121109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -118842.515625 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -118842.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -119361.671875 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -119361.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -119589.828125 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -119589.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -119736.195312 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -119736.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -119868.367188 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -119868.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -119985.867188 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -119985.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -120097.703125 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -120097.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120176.328125 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -120176.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -120281.835938 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -120281.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -120382.945312 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -120382.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -120485.296875 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -120485.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -120554.820312 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -120554.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -120596.492188 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -120596.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120638.828125 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -120638.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120661.179688 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -120661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120675.273438 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -120675.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -120688.578125 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -120688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -120696.632812 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -120696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -120702.101562 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -120702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120709.687500 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -120709.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120717.039062 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -120717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -120730.515625 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -120730.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120754.578125 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -120754.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -120780.054688 Penalty: 3625.369141
	Iteration 23Q: 3 clusters Score -120780.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -120835.781250 Penalty: 3625.369141
	Iteration 24Q: 3 clusters Score -120835.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120922.179688 Penalty: 3625.369141
	Iteration 25Q: 3 clusters Score -120922.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -121000.726562 Penalty: 3625.369141
	Iteration 26Q: 3 clusters Score -121000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -121030.148438 Penalty: 3625.369141
	Iteration 27Q: 3 clusters Score -121030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -121041.984375 Penalty: 3625.369141
	Iteration 28Q: 3 clusters Score -121042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -121047.484375 Penalty: 3625.369141
	Iteration 29Q: 3 clusters Score -121047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -121050.882812 Penalty: 3625.369141
	Iteration 30Q: 3 clusters Score -121050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -121060.703125 Penalty: 3625.369141
	Iteration 31Q: 3 clusters Score -121060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121069.828125 Penalty: 3625.369141
	Iteration 32Q: 3 clusters Score -121069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -121084.390625 Penalty: 3625.369141
	Iteration 33Q: 3 clusters Score -121084.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121109.945312 Penalty: 3625.369141
	Iteration 34Q: 3 clusters Score -121109.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121130.953125 Penalty: 3625.369141
	Iteration 35Q: 3 clusters Score -121131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -121138.460938 Penalty: 3625.369141
	Iteration 36Q: 3 clusters Score -121138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121151.710938 Penalty: 3625.369141
	Iteration 37Q: 3 clusters Score -121151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121154.148438 Penalty: 3625.369141
	Iteration 38Q: 3 clusters Score -121154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121158.546875 Penalty: 3625.369141
	Iteration 39Q: 3 clusters Score -121158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -121159.390625 Penalty: 3625.369141
	Iteration 40F: 3 clusters Score -121159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -121162.148438 Penalty: 3625.369141
	Iteration 41Q: 3 clusters Score -121162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -121164.640625 Penalty: 3625.369141
	Iteration 42Q: 3 clusters Score -121164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -121164.640625 Penalty: 3625.369141
	Iteration 43F: 3 clusters Score -121164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137915 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164899 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 735 members 
Entering Unmasked Estep 
Score: -93620928.000000 Penalty: 96286.414062
Splitting cluster 3 changes total score from -93622720.000000 to -93620928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Entering Unmasked Estep 
Score: -1128419.750000 Penalty: 2341.539307
	Iteration 0F: 2 clusters Score -1128420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1119135.250000 Penalty: 4683.078613
	Iteration 0F: 3 clusters Score -1119135 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1122025.875000 Penalty: 4683.078613
	Iteration 1F: 3 clusters Score -1122026 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1122576.125000 Penalty: 4683.078613
	Iteration 2F: 3 clusters Score -1122576 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1123142.500000 Penalty: 4683.078613
	Iteration 3F: 3 clusters Score -1123142 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1123690.000000 Penalty: 4683.078613
	Iteration 4F: 3 clusters Score -1123690 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1124240.125000 Penalty: 4683.078613
	Iteration 5F: 3 clusters Score -1124240 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1124742.375000 Penalty: 4683.078613
	Iteration 6F: 3 clusters Score -1124742 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1125196.625000 Penalty: 4683.078613
	Iteration 7F: 3 clusters Score -1125197 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1125538.375000 Penalty: 4683.078613
	Iteration 8Q: 3 clusters Score -1125538 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1125800.875000 Penalty: 4683.078613
	Iteration 9Q: 3 clusters Score -1125801 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1125976.875000 Penalty: 4683.078613
	Iteration 10Q: 3 clusters Score -1125977 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1126101.750000 Penalty: 4683.078613
	Iteration 11Q: 3 clusters Score -1126102 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1126188.250000 Penalty: 4683.078613
	Iteration 12Q: 3 clusters Score -1126188 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1126250.625000 Penalty: 4683.078613
	Iteration 13Q: 3 clusters Score -1126251 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1126306.000000 Penalty: 4683.078613
	Iteration 14Q: 3 clusters Score -1126306 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1126359.750000 Penalty: 4683.078613
	Iteration 15Q: 3 clusters Score -1126360 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1126411.875000 Penalty: 4683.078613
	Iteration 16Q: 3 clusters Score -1126412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1126459.875000 Penalty: 4683.078613
	Iteration 17Q: 3 clusters Score -1126460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1126510.375000 Penalty: 4683.078613
	Iteration 18Q: 3 clusters Score -1126510 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1126564.875000 Penalty: 4683.078613
	Iteration 19Q: 3 clusters Score -1126565 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1126636.625000 Penalty: 4683.078613
	Iteration 20F: 3 clusters Score -1126637 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1126718.375000 Penalty: 4683.078613
	Iteration 21Q: 3 clusters Score -1126718 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1126778.500000 Penalty: 4683.078613
	Iteration 22Q: 3 clusters Score -1126778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1126831.750000 Penalty: 4683.078613
	Iteration 23Q: 3 clusters Score -1126832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1126885.250000 Penalty: 4683.078613
	Iteration 24Q: 3 clusters Score -1126885 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1126922.500000 Penalty: 4683.078613
	Iteration 25Q: 3 clusters Score -1126922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1126958.125000 Penalty: 4683.078613
	Iteration 26Q: 3 clusters Score -1126958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1126996.250000 Penalty: 4683.078613
	Iteration 27Q: 3 clusters Score -1126996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1127033.750000 Penalty: 4683.078613
	Iteration 28Q: 3 clusters Score -1127034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1127065.875000 Penalty: 4683.078613
	Iteration 29Q: 3 clusters Score -1127066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1127103.000000 Penalty: 4683.078613
	Iteration 30Q: 3 clusters Score -1127103 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1127136.625000 Penalty: 4683.078613
	Iteration 31Q: 3 clusters Score -1127137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1127160.125000 Penalty: 4683.078613
	Iteration 32Q: 3 clusters Score -1127160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1127175.875000 Penalty: 4683.078613
	Iteration 33Q: 3 clusters Score -1127176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1127189.375000 Penalty: 4683.078613
	Iteration 34Q: 3 clusters Score -1127189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1127200.125000 Penalty: 4683.078613
	Iteration 35Q: 3 clusters Score -1127200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1127211.875000 Penalty: 4683.078613
	Iteration 36Q: 3 clusters Score -1127212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1127222.250000 Penalty: 4683.078613
	Iteration 37Q: 3 clusters Score -1127222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1127226.125000 Penalty: 4683.078613
	Iteration 38Q: 3 clusters Score -1127226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1127234.000000 Penalty: 4683.078613
	Iteration 39Q: 3 clusters Score -1127234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1127238.625000 Penalty: 4683.078613
	Iteration 40F: 3 clusters Score -1127239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1127241.500000 Penalty: 4683.078613
	Iteration 41Q: 3 clusters Score -1127242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1127245.875000 Penalty: 4683.078613
	Iteration 42Q: 3 clusters Score -1127246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1127252.250000 Penalty: 4683.078613
	Iteration 43Q: 3 clusters Score -1127252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1127255.125000 Penalty: 4683.078613
	Iteration 44Q: 3 clusters Score -1127255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1127260.000000 Penalty: 4683.078613
	Iteration 45Q: 3 clusters Score -1127260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1127261.375000 Penalty: 4683.078613
	Iteration 46Q: 3 clusters Score -1127261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1127264.625000 Penalty: 4683.078613
	Iteration 47Q: 3 clusters Score -1127265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1127264.250000 Penalty: 4683.078613
	Iteration 48Q: 3 clusters Score -1127264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1127267.500000 Penalty: 4683.078613
	Iteration 49Q: 3 clusters Score -1127268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1127267.875000 Penalty: 4683.078613
	Iteration 50Q: 3 clusters Score -1127268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1127270.625000 Penalty: 4683.078613
	Iteration 51Q: 3 clusters Score -1127271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1127274.000000 Penalty: 4683.078613
	Iteration 52Q: 3 clusters Score -1127274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1127277.750000 Penalty: 4683.078613
	Iteration 53Q: 3 clusters Score -1127278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1127280.250000 Penalty: 4683.078613
	Iteration 54Q: 3 clusters Score -1127280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1127281.750000 Penalty: 4683.078613
	Iteration 55Q: 3 clusters Score -1127282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1127282.375000 Penalty: 4683.078613
	Iteration 56Q: 3 clusters Score -1127282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1127283.125000 Penalty: 4683.078613
	Iteration 57Q: 3 clusters Score -1127283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1127283.625000 Penalty: 4683.078613
	Iteration 58Q: 3 clusters Score -1127284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1127283.250000 Penalty: 4683.078613
	Iteration 59Q: 3 clusters Score -1127283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1127283.625000 Penalty: 4683.078613
	Iteration 60F: 3 clusters Score -1127284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1127283.500000 Penalty: 4683.078613
	Iteration 61Q: 3 clusters Score -1127284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1127283.500000 Penalty: 4683.078613
	Iteration 62F: 3 clusters Score -1127284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -51934.082031 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -51934.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50437.390625 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -50437.39 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51078.582031 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -51078.58 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51484.066406 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -51484.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51711.902344 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -51711.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51851.886719 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -51851.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52049.257812 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -52049.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52066.757812 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -52066.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52074.761719 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -52074.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52074.761719 Penalty: 3215.621338
	Iteration 8F: 3 clusters Score -52074.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137915 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164899 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 155 members 
Entering Unmasked Estep 
Score: -93620864.000000 Penalty: 96286.414062
Splitting cluster 5 changes total score from -93622720.000000 to -93620864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (25228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Entering Unmasked Estep 
Score: -2242095.250000 Penalty: 2513.656006
	Iteration 0F: 2 clusters Score -2242095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2224709.250000 Penalty: 5027.312012
	Iteration 0F: 3 clusters Score -2224709 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2231009.250000 Penalty: 5027.312012
	Iteration 1F: 3 clusters Score -2231009 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2231815.750000 Penalty: 5027.312012
	Iteration 2F: 3 clusters Score -2231816 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2232774.500000 Penalty: 5027.312012
	Iteration 3F: 3 clusters Score -2232774 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2233807.000000 Penalty: 5027.312012
	Iteration 4F: 3 clusters Score -2233807 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2234860.000000 Penalty: 5027.312012
	Iteration 5F: 3 clusters Score -2234860 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2235904.500000 Penalty: 5027.312012
	Iteration 6F: 3 clusters Score -2235904 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2236873.500000 Penalty: 5027.312012
	Iteration 7F: 3 clusters Score -2236874 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2237704.500000 Penalty: 5027.312012
	Iteration 8Q: 3 clusters Score -2237704 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2238326.250000 Penalty: 5027.312012
	Iteration 9Q: 3 clusters Score -2238326 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2238742.500000 Penalty: 5027.312012
	Iteration 10Q: 3 clusters Score -2238742 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2239053.500000 Penalty: 5027.312012
	Iteration 11Q: 3 clusters Score -2239054 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2239262.000000 Penalty: 5027.312012
	Iteration 12Q: 3 clusters Score -2239262 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2239413.250000 Penalty: 5027.312012
	Iteration 13Q: 3 clusters Score -2239413 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2239527.250000 Penalty: 5027.312012
	Iteration 14Q: 3 clusters Score -2239527 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2239599.250000 Penalty: 5027.312012
	Iteration 15Q: 3 clusters Score -2239599 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2239666.250000 Penalty: 5027.312012
	Iteration 16Q: 3 clusters Score -2239666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2239715.750000 Penalty: 5027.312012
	Iteration 17Q: 3 clusters Score -2239716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2239760.500000 Penalty: 5027.312012
	Iteration 18Q: 3 clusters Score -2239760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2239804.750000 Penalty: 5027.312012
	Iteration 19Q: 3 clusters Score -2239805 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2239833.000000 Penalty: 5027.312012
	Iteration 20F: 3 clusters Score -2239833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2239849.250000 Penalty: 5027.312012
	Iteration 21Q: 3 clusters Score -2239849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2239880.000000 Penalty: 5027.312012
	Iteration 22Q: 3 clusters Score -2239880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2239901.500000 Penalty: 5027.312012
	Iteration 23Q: 3 clusters Score -2239902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2239920.750000 Penalty: 5027.312012
	Iteration 24Q: 3 clusters Score -2239921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2239934.000000 Penalty: 5027.312012
	Iteration 25Q: 3 clusters Score -2239934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2239942.000000 Penalty: 5027.312012
	Iteration 26Q: 3 clusters Score -2239942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2239945.750000 Penalty: 5027.312012
	Iteration 27Q: 3 clusters Score -2239946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2239951.750000 Penalty: 5027.312012
	Iteration 28Q: 3 clusters Score -2239952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2239957.750000 Penalty: 5027.312012
	Iteration 29Q: 3 clusters Score -2239958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2239958.250000 Penalty: 5027.312012
	Iteration 30Q: 3 clusters Score -2239958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2239965.750000 Penalty: 5027.312012
	Iteration 31Q: 3 clusters Score -2239966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2239965.000000 Penalty: 5027.312012
	Iteration 32Q: 3 clusters Score -2239965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2239969.500000 Penalty: 5027.312012
	Iteration 33Q: 3 clusters Score -2239970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -2239970.500000 Penalty: 5027.312012
	Iteration 34Q: 3 clusters Score -2239970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2239974.000000 Penalty: 5027.312012
	Iteration 35Q: 3 clusters Score -2239974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2239973.500000 Penalty: 5027.312012
	Iteration 36Q: 3 clusters Score -2239974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -2239975.250000 Penalty: 5027.312012
	Iteration 37Q: 3 clusters Score -2239975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2239977.750000 Penalty: 5027.312012
	Iteration 38Q: 3 clusters Score -2239978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2239983.500000 Penalty: 5027.312012
	Iteration 39Q: 3 clusters Score -2239984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -2239984.750000 Penalty: 5027.312012
	Iteration 40F: 3 clusters Score -2239985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2239988.750000 Penalty: 5027.312012
	Iteration 41Q: 3 clusters Score -2239989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -2239987.250000 Penalty: 5027.312012
	Iteration 42Q: 3 clusters Score -2239987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2239988.500000 Penalty: 5027.312012
	Iteration 43Q: 3 clusters Score -2239988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -2239996.250000 Penalty: 5027.312012
	Iteration 44Q: 3 clusters Score -2239996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2240000.750000 Penalty: 5027.312012
	Iteration 45Q: 3 clusters Score -2240001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2239999.500000 Penalty: 5027.312012
	Iteration 46Q: 3 clusters Score -2240000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2239999.500000 Penalty: 5027.312012
	Iteration 47F: 3 clusters Score -2240000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -125008.125000 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -125008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -122699.929688 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -122699.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -123265.898438 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -123265.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -123586.250000 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -123586.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -123837.773438 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -123837.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -124047.835938 Penalty: 3634.579346
	Iteration 4F: 3 clusters Score -124047.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -124221.906250 Penalty: 3634.579346
	Iteration 5F: 3 clusters Score -124221.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -124403.117188 Penalty: 3634.579346
	Iteration 6F: 3 clusters Score -124403.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -124640.710938 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -124640.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -125307.289062 Penalty: 3634.579346
	Iteration 8F: 3 clusters Score -125307.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -126111.812500 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -126111.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -126277.562500 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -126277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -126295.898438 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -126295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -126302.828125 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -126302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -126321.445312 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -126321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -126337.804688 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -126337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -126341.867188 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -126341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -126341.867188 Penalty: 3634.579346
	Iteration 16F: 3 clusters Score -126341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 480 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137915 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164899 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 1042 members 
Entering Unmasked Estep 
Score: -93622088.000000 Penalty: 96286.414062
Splitting cluster 7 changes total score from -93622720.000000 to -93622088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Entering Unmasked Estep 
Score: -624105.875000 Penalty: 2199.959473
	Iteration 0F: 2 clusters Score -624105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -618228.312500 Penalty: 4399.918945
	Iteration 0F: 3 clusters Score -618228.3 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -619765.375000 Penalty: 4399.918945
	Iteration 1F: 3 clusters Score -619765.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -620041.875000 Penalty: 4399.918945
	Iteration 2F: 3 clusters Score -620041.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -620220.375000 Penalty: 4399.918945
	Iteration 3F: 3 clusters Score -620220.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -620349.312500 Penalty: 4399.918945
	Iteration 4Q: 3 clusters Score -620349.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -620440.375000 Penalty: 4399.918945
	Iteration 5Q: 3 clusters Score -620440.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -620507.125000 Penalty: 4399.918945
	Iteration 6Q: 3 clusters Score -620507.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -620551.250000 Penalty: 4399.918945
	Iteration 7Q: 3 clusters Score -620551.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -620592.437500 Penalty: 4399.918945
	Iteration 8Q: 3 clusters Score -620592.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -620625.125000 Penalty: 4399.918945
	Iteration 9Q: 3 clusters Score -620625.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -620658.812500 Penalty: 4399.918945
	Iteration 10Q: 3 clusters Score -620658.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -620692.437500 Penalty: 4399.918945
	Iteration 11Q: 3 clusters Score -620692.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -620725.625000 Penalty: 4399.918945
	Iteration 12Q: 3 clusters Score -620725.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -620767.500000 Penalty: 4399.918945
	Iteration 13Q: 3 clusters Score -620767.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -620800.625000 Penalty: 4399.918945
	Iteration 14Q: 3 clusters Score -620800.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -620838.687500 Penalty: 4399.918945
	Iteration 15Q: 3 clusters Score -620838.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -620891.875000 Penalty: 4399.918945
	Iteration 16Q: 3 clusters Score -620891.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -620951.000000 Penalty: 4399.918945
	Iteration 17Q: 3 clusters Score -620951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -621021.562500 Penalty: 4399.918945
	Iteration 18Q: 3 clusters Score -621021.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -621102.125000 Penalty: 4399.918945
	Iteration 19Q: 3 clusters Score -621102.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -621203.750000 Penalty: 4399.918945
	Iteration 20F: 3 clusters Score -621203.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -621302.437500 Penalty: 4399.918945
	Iteration 21Q: 3 clusters Score -621302.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -621403.625000 Penalty: 4399.918945
	Iteration 22Q: 3 clusters Score -621403.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -621511.750000 Penalty: 4399.918945
	Iteration 23Q: 3 clusters Score -621511.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -621636.937500 Penalty: 4399.918945
	Iteration 24Q: 3 clusters Score -621636.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -621762.875000 Penalty: 4399.918945
	Iteration 25Q: 3 clusters Score -621762.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -621875.875000 Penalty: 4399.918945
	Iteration 26Q: 3 clusters Score -621875.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -621968.875000 Penalty: 4399.918945
	Iteration 27Q: 3 clusters Score -621968.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -622031.562500 Penalty: 4399.918945
	Iteration 28Q: 3 clusters Score -622031.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -622077.687500 Penalty: 4399.918945
	Iteration 29Q: 3 clusters Score -622077.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -622118.000000 Penalty: 4399.918945
	Iteration 30Q: 3 clusters Score -622118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -622151.937500 Penalty: 4399.918945
	Iteration 31Q: 3 clusters Score -622151.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -622182.687500 Penalty: 4399.918945
	Iteration 32Q: 3 clusters Score -622182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -622192.375000 Penalty: 4399.918945
	Iteration 33Q: 3 clusters Score -622192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -622203.000000 Penalty: 4399.918945
	Iteration 34Q: 3 clusters Score -622203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -622213.625000 Penalty: 4399.918945
	Iteration 35Q: 3 clusters Score -622213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -622217.187500 Penalty: 4399.918945
	Iteration 36Q: 3 clusters Score -622217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -622218.125000 Penalty: 4399.918945
	Iteration 37Q: 3 clusters Score -622218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -622219.937500 Penalty: 4399.918945
	Iteration 38Q: 3 clusters Score -622219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -622221.312500 Penalty: 4399.918945
	Iteration 39Q: 3 clusters Score -622221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -622221.312500 Penalty: 4399.918945
	Iteration 40F: 3 clusters Score -622221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Entering Unmasked Estep 
Score: -7894907.000000 Penalty: 2815.658203
	Iteration 0F: 2 clusters Score -7894907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -7837805.000000 Penalty: 5631.316406
	Iteration 0F: 3 clusters Score -7837805 nChanged 40110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -7860674.000000 Penalty: 5631.316406
	Iteration 1F: 3 clusters Score -7860674 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -7861420.500000 Penalty: 5631.316406
	Iteration 2Q: 3 clusters Score -7861420 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -7862247.500000 Penalty: 5631.316406
	Iteration 3Q: 3 clusters Score -7862248 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -7863402.500000 Penalty: 5631.316406
	Iteration 4Q: 3 clusters Score -7863402 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -7864867.500000 Penalty: 5631.316406
	Iteration 5Q: 3 clusters Score -7864868 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -7867080.000000 Penalty: 5631.316406
	Iteration 6F: 3 clusters Score -7867080 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -7869864.000000 Penalty: 5631.316406
	Iteration 7F: 3 clusters Score -7869864 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -7873249.500000 Penalty: 5631.316406
	Iteration 8F: 3 clusters Score -7873250 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -7877119.000000 Penalty: 5631.316406
	Iteration 9F: 3 clusters Score -7877119 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -7880580.500000 Penalty: 5631.316406
	Iteration 10F: 3 clusters Score -7880580 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -7883250.500000 Penalty: 5631.316406
	Iteration 11Q: 3 clusters Score -7883250 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -7884962.500000 Penalty: 5631.316406
	Iteration 12Q: 3 clusters Score -7884962 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -7885956.500000 Penalty: 5631.316406
	Iteration 13Q: 3 clusters Score -7885956 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -7886666.500000 Penalty: 5631.316406
	Iteration 14Q: 3 clusters Score -7886666 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -7887283.500000 Penalty: 5631.316406
	Iteration 15Q: 3 clusters Score -7887284 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -7887887.500000 Penalty: 5631.316406
	Iteration 16Q: 3 clusters Score -7887888 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -7888388.000000 Penalty: 5631.316406
	Iteration 17Q: 3 clusters Score -7888388 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
Score: -7888850.000000 Penalty: 5631.316406
	Iteration 18Q: 3 clusters Score -7888850 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -7889321.000000 Penalty: 5631.316406
	Iteration 19Q: 3 clusters Score -7889321 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -7889806.500000 Penalty: 5631.316406
	Iteration 20F: 3 clusters Score -7889806 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -7890186.500000 Penalty: 5631.316406
	Iteration 21Q: 3 clusters Score -7890186 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 79044 members 
Entering Unmasked Estep 
Score: -7890549.000000 Penalty: 5631.316406
	Iteration 22Q: 3 clusters Score -7890549 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -7890863.000000 Penalty: 5631.316406
	Iteration 23Q: 3 clusters Score -7890863 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -7891162.000000 Penalty: 5631.316406
	Iteration 24Q: 3 clusters Score -7891162 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -7891406.000000 Penalty: 5631.316406
	Iteration 25Q: 3 clusters Score -7891406 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -7891611.000000 Penalty: 5631.316406
	Iteration 26Q: 3 clusters Score -7891611 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 81701 members 
Entering Unmasked Estep 
Score: -7891786.000000 Penalty: 5631.316406
	Iteration 27Q: 3 clusters Score -7891786 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -7891930.000000 Penalty: 5631.316406
	Iteration 28Q: 3 clusters Score -7891930 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -7892007.500000 Penalty: 5631.316406
	Iteration 29Q: 3 clusters Score -7892008 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -7892103.500000 Penalty: 5631.316406
	Iteration 30Q: 3 clusters Score -7892104 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -7892171.000000 Penalty: 5631.316406
	Iteration 31Q: 3 clusters Score -7892171 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -7892261.500000 Penalty: 5631.316406
	Iteration 32Q: 3 clusters Score -7892262 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -7892325.000000 Penalty: 5631.316406
	Iteration 33Q: 3 clusters Score -7892325 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -7892395.000000 Penalty: 5631.316406
	Iteration 34Q: 3 clusters Score -7892395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -7892419.500000 Penalty: 5631.316406
	Iteration 35Q: 3 clusters Score -7892420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -7892441.500000 Penalty: 5631.316406
	Iteration 36Q: 3 clusters Score -7892442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -7892458.000000 Penalty: 5631.316406
	Iteration 37Q: 3 clusters Score -7892458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 83484 members 
Entering Unmasked Estep 
Score: -7892488.500000 Penalty: 5631.316406
	Iteration 38Q: 3 clusters Score -7892488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -7892513.000000 Penalty: 5631.316406
	Iteration 39Q: 3 clusters Score -7892513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -7892535.500000 Penalty: 5631.316406
	Iteration 40F: 3 clusters Score -7892536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -7892521.000000 Penalty: 5631.316406
	Iteration 41Q: 3 clusters Score -7892521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -7892533.500000 Penalty: 5631.316406
	Iteration 42Q: 3 clusters Score -7892534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -7892549.500000 Penalty: 5631.316406
	Iteration 43Q: 3 clusters Score -7892550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -7892556.000000 Penalty: 5631.316406
	Iteration 44Q: 3 clusters Score -7892556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -7892566.000000 Penalty: 5631.316406
	Iteration 45Q: 3 clusters Score -7892566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -7892583.500000 Penalty: 5631.316406
	Iteration 46Q: 3 clusters Score -7892584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -7892579.500000 Penalty: 5631.316406
	Iteration 47Q: 3 clusters Score -7892580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -7892578.500000 Penalty: 5631.316406
	Iteration 48Q: 3 clusters Score -7892578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -7892582.500000 Penalty: 5631.316406
	Iteration 49Q: 3 clusters Score -7892582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -7892586.500000 Penalty: 5631.316406
	Iteration 50Q: 3 clusters Score -7892586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -7892607.500000 Penalty: 5631.316406
	Iteration 51Q: 3 clusters Score -7892608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -7892604.500000 Penalty: 5631.316406
	Iteration 52Q: 3 clusters Score -7892604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -7892602.500000 Penalty: 5631.316406
	Iteration 53Q: 3 clusters Score -7892602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -7892607.000000 Penalty: 5631.316406
	Iteration 54Q: 3 clusters Score -7892607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -7892608.000000 Penalty: 5631.316406
	Iteration 55Q: 3 clusters Score -7892608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -7892612.000000 Penalty: 5631.316406
	Iteration 56Q: 3 clusters Score -7892612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -7892613.500000 Penalty: 5631.316406
	Iteration 57Q: 3 clusters Score -7892614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -7892618.000000 Penalty: 5631.316406
	Iteration 58Q: 3 clusters Score -7892618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -7892623.000000 Penalty: 5631.316406
	Iteration 59Q: 3 clusters Score -7892623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -7892618.000000 Penalty: 5631.316406
	Iteration 60F: 3 clusters Score -7892618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -7892612.500000 Penalty: 5631.316406
	Iteration 61Q: 3 clusters Score -7892612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -7892612.500000 Penalty: 5631.316406
	Iteration 62Q: 3 clusters Score -7892612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -7892616.000000 Penalty: 5631.316406
	Iteration 63Q: 3 clusters Score -7892616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -7892616.000000 Penalty: 5631.316406
	Iteration 64F: 3 clusters Score -7892616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -417159.500000 Penalty: 2086.354980
	Iteration 0F: 2 clusters Score -417159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -412938.750000 Penalty: 4172.709961
	Iteration 0F: 3 clusters Score -412938.8 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -413906.500000 Penalty: 4172.709961
	Iteration 1F: 3 clusters Score -413906.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -414111.812500 Penalty: 4172.709961
	Iteration 2F: 3 clusters Score -414111.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -414236.937500 Penalty: 4172.709961
	Iteration 3F: 3 clusters Score -414236.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -414326.593750 Penalty: 4172.709961
	Iteration 4Q: 3 clusters Score -414326.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -414394.875000 Penalty: 4172.709961
	Iteration 5Q: 3 clusters Score -414394.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -414430.375000 Penalty: 4172.709961
	Iteration 6Q: 3 clusters Score -414430.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -414448.500000 Penalty: 4172.709961
	Iteration 7Q: 3 clusters Score -414448.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -414462.062500 Penalty: 4172.709961
	Iteration 8Q: 3 clusters Score -414462.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -414476.875000 Penalty: 4172.709961
	Iteration 9Q: 3 clusters Score -414476.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -414490.406250 Penalty: 4172.709961
	Iteration 10Q: 3 clusters Score -414490.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -414502.437500 Penalty: 4172.709961
	Iteration 11Q: 3 clusters Score -414502.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -414513.843750 Penalty: 4172.709961
	Iteration 12Q: 3 clusters Score -414513.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -414525.000000 Penalty: 4172.709961
	Iteration 13Q: 3 clusters Score -414525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -414530.687500 Penalty: 4172.709961
	Iteration 14Q: 3 clusters Score -414530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -414536.718750 Penalty: 4172.709961
	Iteration 15Q: 3 clusters Score -414536.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -414542.187500 Penalty: 4172.709961
	Iteration 16Q: 3 clusters Score -414542.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -414547.375000 Penalty: 4172.709961
	Iteration 17Q: 3 clusters Score -414547.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -414552.250000 Penalty: 4172.709961
	Iteration 18Q: 3 clusters Score -414552.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -414557.906250 Penalty: 4172.709961
	Iteration 19Q: 3 clusters Score -414557.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -414560.250000 Penalty: 4172.709961
	Iteration 20F: 3 clusters Score -414560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -414565.812500 Penalty: 4172.709961
	Iteration 21Q: 3 clusters Score -414565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -414568.593750 Penalty: 4172.709961
	Iteration 22Q: 3 clusters Score -414568.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -414574.625000 Penalty: 4172.709961
	Iteration 23Q: 3 clusters Score -414574.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -414578.468750 Penalty: 4172.709961
	Iteration 24Q: 3 clusters Score -414578.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -414583.937500 Penalty: 4172.709961
	Iteration 25Q: 3 clusters Score -414583.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -414588.906250 Penalty: 4172.709961
	Iteration 26Q: 3 clusters Score -414588.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -414593.375000 Penalty: 4172.709961
	Iteration 27Q: 3 clusters Score -414593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -414596.625000 Penalty: 4172.709961
	Iteration 28Q: 3 clusters Score -414596.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -414599.562500 Penalty: 4172.709961
	Iteration 29Q: 3 clusters Score -414599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -414601.562500 Penalty: 4172.709961
	Iteration 30Q: 3 clusters Score -414601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -414606.625000 Penalty: 4172.709961
	Iteration 31Q: 3 clusters Score -414606.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -414612.781250 Penalty: 4172.709961
	Iteration 32Q: 3 clusters Score -414612.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -414618.093750 Penalty: 4172.709961
	Iteration 33Q: 3 clusters Score -414618.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -414625.812500 Penalty: 4172.709961
	Iteration 34Q: 3 clusters Score -414625.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -414634.062500 Penalty: 4172.709961
	Iteration 35Q: 3 clusters Score -414634.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -414641.312500 Penalty: 4172.709961
	Iteration 36Q: 3 clusters Score -414641.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -414644.406250 Penalty: 4172.709961
	Iteration 37Q: 3 clusters Score -414644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -414648.031250 Penalty: 4172.709961
	Iteration 38Q: 3 clusters Score -414648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -414651.906250 Penalty: 4172.709961
	Iteration 39Q: 3 clusters Score -414651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -414655.593750 Penalty: 4172.709961
	Iteration 40F: 3 clusters Score -414655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -414658.437500 Penalty: 4172.709961
	Iteration 41Q: 3 clusters Score -414658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -414660.031250 Penalty: 4172.709961
	Iteration 42Q: 3 clusters Score -414660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -414666.062500 Penalty: 4172.709961
	Iteration 43Q: 3 clusters Score -414666.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -414673.031250 Penalty: 4172.709961
	Iteration 44Q: 3 clusters Score -414673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -414679.062500 Penalty: 4172.709961
	Iteration 45Q: 3 clusters Score -414679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -414681.218750 Penalty: 4172.709961
	Iteration 46Q: 3 clusters Score -414681.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -414685.406250 Penalty: 4172.709961
	Iteration 47Q: 3 clusters Score -414685.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -414690.468750 Penalty: 4172.709961
	Iteration 48Q: 3 clusters Score -414690.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -414696.187500 Penalty: 4172.709961
	Iteration 49Q: 3 clusters Score -414696.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -414698.093750 Penalty: 4172.709961
	Iteration 50Q: 3 clusters Score -414698.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -414702.875000 Penalty: 4172.709961
	Iteration 51Q: 3 clusters Score -414702.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -414708.468750 Penalty: 4172.709961
	Iteration 52Q: 3 clusters Score -414708.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -414714.156250 Penalty: 4172.709961
	Iteration 53Q: 3 clusters Score -414714.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -414724.625000 Penalty: 4172.709961
	Iteration 54Q: 3 clusters Score -414724.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -414732.781250 Penalty: 4172.709961
	Iteration 55Q: 3 clusters Score -414732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -414741.718750 Penalty: 4172.709961
	Iteration 56Q: 3 clusters Score -414741.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -414751.187500 Penalty: 4172.709961
	Iteration 57Q: 3 clusters Score -414751.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -414760.500000 Penalty: 4172.709961
	Iteration 58Q: 3 clusters Score -414760.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -414768.968750 Penalty: 4172.709961
	Iteration 59Q: 3 clusters Score -414769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -414778.125000 Penalty: 4172.709961
	Iteration 60F: 3 clusters Score -414778.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -414788.593750 Penalty: 4172.709961
	Iteration 61Q: 3 clusters Score -414788.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -414798.375000 Penalty: 4172.709961
	Iteration 62Q: 3 clusters Score -414798.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -414812.437500 Penalty: 4172.709961
	Iteration 63Q: 3 clusters Score -414812.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -414828.812500 Penalty: 4172.709961
	Iteration 64Q: 3 clusters Score -414828.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -414842.562500 Penalty: 4172.709961
	Iteration 65Q: 3 clusters Score -414842.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -414860.031250 Penalty: 4172.709961
	Iteration 66Q: 3 clusters Score -414860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -414876.125000 Penalty: 4172.709961
	Iteration 67Q: 3 clusters Score -414876.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -414894.562500 Penalty: 4172.709961
	Iteration 68Q: 3 clusters Score -414894.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -414916.125000 Penalty: 4172.709961
	Iteration 69Q: 3 clusters Score -414916.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -414943.750000 Penalty: 4172.709961
	Iteration 70Q: 3 clusters Score -414943.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -414971.468750 Penalty: 4172.709961
	Iteration 71Q: 3 clusters Score -414971.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -414996.468750 Penalty: 4172.709961
	Iteration 72Q: 3 clusters Score -414996.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -415021.656250 Penalty: 4172.709961
	Iteration 73Q: 3 clusters Score -415021.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -415041.250000 Penalty: 4172.709961
	Iteration 74Q: 3 clusters Score -415041.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -415069.781250 Penalty: 4172.709961
	Iteration 75Q: 3 clusters Score -415069.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -415094.375000 Penalty: 4172.709961
	Iteration 76Q: 3 clusters Score -415094.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -415115.781250 Penalty: 4172.709961
	Iteration 77Q: 3 clusters Score -415115.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -415133.343750 Penalty: 4172.709961
	Iteration 78Q: 3 clusters Score -415133.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -415142.718750 Penalty: 4172.709961
	Iteration 79Q: 3 clusters Score -415142.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -415155.156250 Penalty: 4172.709961
	Iteration 80F: 3 clusters Score -415155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -415162.156250 Penalty: 4172.709961
	Iteration 81Q: 3 clusters Score -415162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -415168.156250 Penalty: 4172.709961
	Iteration 82Q: 3 clusters Score -415168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -415173.406250 Penalty: 4172.709961
	Iteration 83Q: 3 clusters Score -415173.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -415178.656250 Penalty: 4172.709961
	Iteration 84Q: 3 clusters Score -415178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -415185.156250 Penalty: 4172.709961
	Iteration 85Q: 3 clusters Score -415185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -415193.312500 Penalty: 4172.709961
	Iteration 86Q: 3 clusters Score -415193.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -415201.906250 Penalty: 4172.709961
	Iteration 87Q: 3 clusters Score -415201.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -415206.750000 Penalty: 4172.709961
	Iteration 88Q: 3 clusters Score -415206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -415211.187500 Penalty: 4172.709961
	Iteration 89Q: 3 clusters Score -415211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -415212.593750 Penalty: 4172.709961
	Iteration 90Q: 3 clusters Score -415212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -415214.062500 Penalty: 4172.709961
	Iteration 91Q: 3 clusters Score -415214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -415214.062500 Penalty: 4172.709961
	Iteration 92F: 3 clusters Score -415214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -119955.664062 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -119955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -117684.218750 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -117684.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -118160.859375 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -118160.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -118411.148438 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -118411.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -118581.070312 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -118581.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -118752.703125 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -118752.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -118957.148438 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -118957.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -119124.078125 Penalty: 3611.908447
	Iteration 6F: 3 clusters Score -119124.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -119295.437500 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -119295.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -119404.148438 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -119404.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -119468.679688 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -119468.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -119522.695312 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -119522.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119548.578125 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -119548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -119563.515625 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -119563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -119570.617188 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -119570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119572.164062 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -119572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119574.796875 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -119574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -119576.093750 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -119576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -119576.117188 Penalty: 3611.908447
	Iteration 17F: 3 clusters Score -119576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119577.789062 Penalty: 3611.908447
	Iteration 18Q: 3 clusters Score -119577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -119578.835938 Penalty: 3611.908447
	Iteration 19Q: 3 clusters Score -119578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -119578.835938 Penalty: 3611.908447
	Iteration 20F: 3 clusters Score -119578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (137915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137915 members 
Entering Unmasked Estep 
Score: -12622047.000000 Penalty: 2934.929443
	Iteration 0F: 2 clusters Score -1.262205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -12529656.000000 Penalty: 5869.858887
	Iteration 0F: 3 clusters Score -1.252966e+07 nChanged 66008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -12567471.000000 Penalty: 5869.858887
	Iteration 1F: 3 clusters Score -1.256747e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -12568296.000000 Penalty: 5869.858887
	Iteration 2Q: 3 clusters Score -1.25683e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -12569582.000000 Penalty: 5869.858887
	Iteration 3Q: 3 clusters Score -1.256958e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -12571550.000000 Penalty: 5869.858887
	Iteration 4Q: 3 clusters Score -1.257155e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -12575230.000000 Penalty: 5869.858887
	Iteration 5F: 3 clusters Score -1.257523e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -12582038.000000 Penalty: 5869.858887
	Iteration 6F: 3 clusters Score -1.258204e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -12592674.000000 Penalty: 5869.858887
	Iteration 7F: 3 clusters Score -1.259267e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122582 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -12604689.000000 Penalty: 5869.858887
	Iteration 8F: 3 clusters Score -1.260469e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131043 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -12613209.000000 Penalty: 5869.858887
	Iteration 9F: 3 clusters Score -1.261321e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135122 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -12617097.000000 Penalty: 5869.858887
	Iteration 10Q: 3 clusters Score -1.26171e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136690 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12618520.000000 Penalty: 5869.858887
	Iteration 11Q: 3 clusters Score -1.261852e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137254 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -12619073.000000 Penalty: 5869.858887
	Iteration 12Q: 3 clusters Score -1.261907e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12619274.000000 Penalty: 5869.858887
	Iteration 13Q: 3 clusters Score -1.261927e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137488 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12619359.000000 Penalty: 5869.858887
	Iteration 14Q: 3 clusters Score -1.261936e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137530 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12619407.000000 Penalty: 5869.858887
	Iteration 15Q: 3 clusters Score -1.261941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137548 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12619427.000000 Penalty: 5869.858887
	Iteration 16Q: 3 clusters Score -1.261943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137558 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12619458.000000 Penalty: 5869.858887
	Iteration 17Q: 3 clusters Score -1.261946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12619463.000000 Penalty: 5869.858887
	Iteration 18Q: 3 clusters Score -1.261946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12619483.000000 Penalty: 5869.858887
	Iteration 19Q: 3 clusters Score -1.261948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12619497.000000 Penalty: 5869.858887
	Iteration 20F: 3 clusters Score -1.26195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137584 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12619499.000000 Penalty: 5869.858887
	Iteration 21Q: 3 clusters Score -1.26195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137591 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12619508.000000 Penalty: 5869.858887
	Iteration 22Q: 3 clusters Score -1.261951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137593 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12619517.000000 Penalty: 5869.858887
	Iteration 23Q: 3 clusters Score -1.261952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137594 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12619519.000000 Penalty: 5869.858887
	Iteration 24Q: 3 clusters Score -1.261952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137594 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12619519.000000 Penalty: 5869.858887
	Iteration 25Q: 3 clusters Score -1.261952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137594 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12619519.000000 Penalty: 5869.858887
	Iteration 26Q: 3 clusters Score -1.261952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137594 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12619519.000000 Penalty: 5869.858887
	Iteration 27F: 3 clusters Score -1.261952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Entering Unmasked Estep 
Score: -3264055.000000 Penalty: 2590.446045
	Iteration 0F: 2 clusters Score -3264055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3240727.000000 Penalty: 5180.892090
	Iteration 0F: 3 clusters Score -3240727 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3249146.000000 Penalty: 5180.892090
	Iteration 1F: 3 clusters Score -3249146 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3249650.750000 Penalty: 5180.892090
	Iteration 2Q: 3 clusters Score -3249651 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3250114.250000 Penalty: 5180.892090
	Iteration 3Q: 3 clusters Score -3250114 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3250499.500000 Penalty: 5180.892090
	Iteration 4Q: 3 clusters Score -3250500 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3250852.500000 Penalty: 5180.892090
	Iteration 5Q: 3 clusters Score -3250852 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3251186.750000 Penalty: 5180.892090
	Iteration 6Q: 3 clusters Score -3251187 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3251486.500000 Penalty: 5180.892090
	Iteration 7Q: 3 clusters Score -3251486 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3251827.750000 Penalty: 5180.892090
	Iteration 8Q: 3 clusters Score -3251828 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3252221.000000 Penalty: 5180.892090
	Iteration 9Q: 3 clusters Score -3252221 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3252663.750000 Penalty: 5180.892090
	Iteration 10Q: 3 clusters Score -3252664 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3253304.000000 Penalty: 5180.892090
	Iteration 11Q: 3 clusters Score -3253304 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3254189.500000 Penalty: 5180.892090
	Iteration 12Q: 3 clusters Score -3254190 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3255434.250000 Penalty: 5180.892090
	Iteration 13F: 3 clusters Score -3255434 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -3257096.500000 Penalty: 5180.892090
	Iteration 14F: 3 clusters Score -3257096 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3258763.750000 Penalty: 5180.892090
	Iteration 15F: 3 clusters Score -3258764 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3260105.250000 Penalty: 5180.892090
	Iteration 16Q: 3 clusters Score -3260105 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3260916.500000 Penalty: 5180.892090
	Iteration 17Q: 3 clusters Score -3260916 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3261364.250000 Penalty: 5180.892090
	Iteration 18Q: 3 clusters Score -3261364 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3261574.000000 Penalty: 5180.892090
	Iteration 19Q: 3 clusters Score -3261574 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3261673.500000 Penalty: 5180.892090
	Iteration 20F: 3 clusters Score -3261674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3261734.000000 Penalty: 5180.892090
	Iteration 21Q: 3 clusters Score -3261734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3261782.250000 Penalty: 5180.892090
	Iteration 22Q: 3 clusters Score -3261782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3261803.500000 Penalty: 5180.892090
	Iteration 23Q: 3 clusters Score -3261804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3261818.750000 Penalty: 5180.892090
	Iteration 24Q: 3 clusters Score -3261819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3261828.000000 Penalty: 5180.892090
	Iteration 25Q: 3 clusters Score -3261828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3261827.250000 Penalty: 5180.892090
	Iteration 26Q: 3 clusters Score -3261827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3261842.250000 Penalty: 5180.892090
	Iteration 27Q: 3 clusters Score -3261842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3261846.500000 Penalty: 5180.892090
	Iteration 28Q: 3 clusters Score -3261846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3261853.750000 Penalty: 5180.892090
	Iteration 29Q: 3 clusters Score -3261854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3261854.000000 Penalty: 5180.892090
	Iteration 30Q: 3 clusters Score -3261854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3261854.000000 Penalty: 5180.892090
	Iteration 31F: 3 clusters Score -3261854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -26797.449219 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -26797.45 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 179 members 
Entering Unmasked Estep 
Score: -25494.806641 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -25494.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25669.412109 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -25669.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25748.246094 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -25748.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25782.361328 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -25782.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25800.359375 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -25800.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25817.951172 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -25817.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25817.951172 Penalty: 2916.744385
	Iteration 6F: 3 clusters Score -25817.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Entering Unmasked Estep 
Score: -811502.750000 Penalty: 2272.147461
	Iteration 0F: 2 clusters Score -811502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -804161.250000 Penalty: 4544.294922
	Iteration 0F: 3 clusters Score -804161.2 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -806351.812500 Penalty: 4544.294922
	Iteration 1F: 3 clusters Score -806351.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -806756.312500 Penalty: 4544.294922
	Iteration 2F: 3 clusters Score -806756.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -807068.375000 Penalty: 4544.294922
	Iteration 3F: 3 clusters Score -807068.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -807321.937500 Penalty: 4544.294922
	Iteration 4F: 3 clusters Score -807321.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -807525.187500 Penalty: 4544.294922
	Iteration 5Q: 3 clusters Score -807525.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -807685.750000 Penalty: 4544.294922
	Iteration 6Q: 3 clusters Score -807685.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -807830.187500 Penalty: 4544.294922
	Iteration 7Q: 3 clusters Score -807830.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -807945.625000 Penalty: 4544.294922
	Iteration 8Q: 3 clusters Score -807945.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -808054.000000 Penalty: 4544.294922
	Iteration 9Q: 3 clusters Score -808054 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -808198.437500 Penalty: 4544.294922
	Iteration 10Q: 3 clusters Score -808198.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -808349.687500 Penalty: 4544.294922
	Iteration 11Q: 3 clusters Score -808349.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -808519.062500 Penalty: 4544.294922
	Iteration 12Q: 3 clusters Score -808519.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -808677.187500 Penalty: 4544.294922
	Iteration 13Q: 3 clusters Score -808677.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -808811.187500 Penalty: 4544.294922
	Iteration 14Q: 3 clusters Score -808811.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -808927.312500 Penalty: 4544.294922
	Iteration 15Q: 3 clusters Score -808927.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -809039.062500 Penalty: 4544.294922
	Iteration 16Q: 3 clusters Score -809039.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -809145.625000 Penalty: 4544.294922
	Iteration 17Q: 3 clusters Score -809145.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -809266.187500 Penalty: 4544.294922
	Iteration 18Q: 3 clusters Score -809266.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -809358.125000 Penalty: 4544.294922
	Iteration 19Q: 3 clusters Score -809358.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -809429.062500 Penalty: 4544.294922
	Iteration 20F: 3 clusters Score -809429.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -809482.125000 Penalty: 4544.294922
	Iteration 21Q: 3 clusters Score -809482.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -809530.312500 Penalty: 4544.294922
	Iteration 22Q: 3 clusters Score -809530.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -809566.437500 Penalty: 4544.294922
	Iteration 23Q: 3 clusters Score -809566.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -809593.312500 Penalty: 4544.294922
	Iteration 24Q: 3 clusters Score -809593.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -809614.812500 Penalty: 4544.294922
	Iteration 25Q: 3 clusters Score -809614.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -809636.187500 Penalty: 4544.294922
	Iteration 26Q: 3 clusters Score -809636.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -809656.875000 Penalty: 4544.294922
	Iteration 27Q: 3 clusters Score -809656.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -809665.062500 Penalty: 4544.294922
	Iteration 28Q: 3 clusters Score -809665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -809671.062500 Penalty: 4544.294922
	Iteration 29Q: 3 clusters Score -809671.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -809675.750000 Penalty: 4544.294922
	Iteration 30Q: 3 clusters Score -809675.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -809682.187500 Penalty: 4544.294922
	Iteration 31Q: 3 clusters Score -809682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -809689.437500 Penalty: 4544.294922
	Iteration 32Q: 3 clusters Score -809689.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -809691.062500 Penalty: 4544.294922
	Iteration 33Q: 3 clusters Score -809691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -809693.500000 Penalty: 4544.294922
	Iteration 34Q: 3 clusters Score -809693.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -809696.250000 Penalty: 4544.294922
	Iteration 35Q: 3 clusters Score -809696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -809697.812500 Penalty: 4544.294922
	Iteration 36Q: 3 clusters Score -809697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -809698.562500 Penalty: 4544.294922
	Iteration 37Q: 3 clusters Score -809698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -809701.062500 Penalty: 4544.294922
	Iteration 38Q: 3 clusters Score -809701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -809702.625000 Penalty: 4544.294922
	Iteration 39Q: 3 clusters Score -809702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -809702.625000 Penalty: 4544.294922
	Iteration 40F: 3 clusters Score -809702.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23716.791016 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23716.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22446.279297 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22446.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22624.228516 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22624.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22669.609375 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -22669.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22691.773438 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22691.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22699.376953 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22699.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22703.027344 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22703.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22703.027344 Penalty: 2838.898193
	Iteration 6F: 3 clusters Score -22703.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -208228.796875 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -208228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -205369.312500 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -205369.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -205886.796875 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -205886.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -206036.562500 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -206036.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -206144.062500 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -206144.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -206217.968750 Penalty: 3851.090820
	Iteration 4Q: 3 clusters Score -206218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -206273.843750 Penalty: 3851.090820
	Iteration 5Q: 3 clusters Score -206273.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -206332.765625 Penalty: 3851.090820
	Iteration 6Q: 3 clusters Score -206332.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -206376.890625 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -206376.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -206423.953125 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -206424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -206477.812500 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -206477.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -206520.296875 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -206520.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -206558.296875 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -206558.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -206598.484375 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -206598.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -206639.484375 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -206639.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -206679.562500 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -206679.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -206710.421875 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -206710.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -206732.062500 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -206732.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -206764.203125 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -206764.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -206785.859375 Penalty: 3851.090820
	Iteration 18Q: 3 clusters Score -206785.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -206805.421875 Penalty: 3851.090820
	Iteration 19Q: 3 clusters Score -206805.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -206816.625000 Penalty: 3851.090820
	Iteration 20F: 3 clusters Score -206816.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -206825.437500 Penalty: 3851.090820
	Iteration 21Q: 3 clusters Score -206825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -206829.921875 Penalty: 3851.090820
	Iteration 22Q: 3 clusters Score -206829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -206832.937500 Penalty: 3851.090820
	Iteration 23Q: 3 clusters Score -206832.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -206834.156250 Penalty: 3851.090820
	Iteration 24Q: 3 clusters Score -206834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -206836.671875 Penalty: 3851.090820
	Iteration 25Q: 3 clusters Score -206836.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -206842.437500 Penalty: 3851.090820
	Iteration 26Q: 3 clusters Score -206842.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -206847.828125 Penalty: 3851.090820
	Iteration 27Q: 3 clusters Score -206847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -206851.734375 Penalty: 3851.090820
	Iteration 28Q: 3 clusters Score -206851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -206854.937500 Penalty: 3851.090820
	Iteration 29Q: 3 clusters Score -206854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -206859.593750 Penalty: 3851.090820
	Iteration 30Q: 3 clusters Score -206859.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -206861.140625 Penalty: 3851.090820
	Iteration 31Q: 3 clusters Score -206861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -206862.968750 Penalty: 3851.090820
	Iteration 32Q: 3 clusters Score -206863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -206863.828125 Penalty: 3851.090820
	Iteration 33Q: 3 clusters Score -206863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -206863.828125 Penalty: 3851.090820
	Iteration 34F: 3 clusters Score -206863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (164899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164899 members 
Entering Unmasked Estep 
Score: -14767514.000000 Penalty: 2979.245850
	Iteration 0F: 2 clusters Score -1.476751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -14656641.000000 Penalty: 5958.491699
	Iteration 0F: 3 clusters Score -1.465664e+07 nChanged 79042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -14702865.000000 Penalty: 5958.491699
	Iteration 1F: 3 clusters Score -1.470286e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -14703819.000000 Penalty: 5958.491699
	Iteration 2Q: 3 clusters Score -1.470382e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -14704882.000000 Penalty: 5958.491699
	Iteration 3Q: 3 clusters Score -1.470488e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -14706103.000000 Penalty: 5958.491699
	Iteration 4Q: 3 clusters Score -1.47061e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -14707861.000000 Penalty: 5958.491699
	Iteration 5Q: 3 clusters Score -1.470786e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -14711026.000000 Penalty: 5958.491699
	Iteration 6Q: 3 clusters Score -1.471103e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -14716143.000000 Penalty: 5958.491699
	Iteration 7F: 3 clusters Score -1.471614e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -14723673.000000 Penalty: 5958.491699
	Iteration 8F: 3 clusters Score -1.472367e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126823 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -14733402.000000 Penalty: 5958.491699
	Iteration 9F: 3 clusters Score -1.47334e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137627 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -14743137.000000 Penalty: 5958.491699
	Iteration 10F: 3 clusters Score -1.474314e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146207 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -14751039.000000 Penalty: 5958.491699
	Iteration 11F: 3 clusters Score -1.475104e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -14756107.000000 Penalty: 5958.491699
	Iteration 12Q: 3 clusters Score -1.475611e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -14759343.000000 Penalty: 5958.491699
	Iteration 13Q: 3 clusters Score -1.475934e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158764 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -14761305.000000 Penalty: 5958.491699
	Iteration 14Q: 3 clusters Score -1.47613e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160483 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -14762471.000000 Penalty: 5958.491699
	Iteration 15Q: 3 clusters Score -1.476247e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -14763182.000000 Penalty: 5958.491699
	Iteration 16Q: 3 clusters Score -1.476318e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162382 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -14763716.000000 Penalty: 5958.491699
	Iteration 17Q: 3 clusters Score -1.476372e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -14764030.000000 Penalty: 5958.491699
	Iteration 18Q: 3 clusters Score -1.476403e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -14764233.000000 Penalty: 5958.491699
	Iteration 19Q: 3 clusters Score -1.476423e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163509 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -14764366.000000 Penalty: 5958.491699
	Iteration 20F: 3 clusters Score -1.476437e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14764493.000000 Penalty: 5958.491699
	Iteration 21Q: 3 clusters Score -1.476449e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14764567.000000 Penalty: 5958.491699
	Iteration 22Q: 3 clusters Score -1.476457e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -14764663.000000 Penalty: 5958.491699
	Iteration 23Q: 3 clusters Score -1.476466e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163967 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14764705.000000 Penalty: 5958.491699
	Iteration 24Q: 3 clusters Score -1.47647e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164034 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -14764757.000000 Penalty: 5958.491699
	Iteration 25Q: 3 clusters Score -1.476476e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14764759.000000 Penalty: 5958.491699
	Iteration 26Q: 3 clusters Score -1.476476e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14764777.000000 Penalty: 5958.491699
	Iteration 27Q: 3 clusters Score -1.476478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164153 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14764831.000000 Penalty: 5958.491699
	Iteration 28Q: 3 clusters Score -1.476483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -14764846.000000 Penalty: 5958.491699
	Iteration 29Q: 3 clusters Score -1.476485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14764869.000000 Penalty: 5958.491699
	Iteration 30Q: 3 clusters Score -1.476487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14764891.000000 Penalty: 5958.491699
	Iteration 31Q: 3 clusters Score -1.476489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14764895.000000 Penalty: 5958.491699
	Iteration 32Q: 3 clusters Score -1.47649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14764900.000000 Penalty: 5958.491699
	Iteration 33Q: 3 clusters Score -1.47649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14764924.000000 Penalty: 5958.491699
	Iteration 34Q: 3 clusters Score -1.476492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164257 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14764914.000000 Penalty: 5958.491699
	Iteration 35Q: 3 clusters Score -1.476491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14764912.000000 Penalty: 5958.491699
	Iteration 36Q: 3 clusters Score -1.476491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164270 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -14764919.000000 Penalty: 5958.491699
	Iteration 37Q: 3 clusters Score -1.476492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164273 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14764912.000000 Penalty: 5958.491699
	Iteration 38Q: 3 clusters Score -1.476491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14764920.000000 Penalty: 5958.491699
	Iteration 39Q: 3 clusters Score -1.476492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14764921.000000 Penalty: 5958.491699
	Iteration 40F: 3 clusters Score -1.476492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14764933.000000 Penalty: 5958.491699
	Iteration 41Q: 3 clusters Score -1.476493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14764948.000000 Penalty: 5958.491699
	Iteration 42Q: 3 clusters Score -1.476495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164309 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14764952.000000 Penalty: 5958.491699
	Iteration 43Q: 3 clusters Score -1.476495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14764956.000000 Penalty: 5958.491699
	Iteration 44Q: 3 clusters Score -1.476496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14764962.000000 Penalty: 5958.491699
	Iteration 45Q: 3 clusters Score -1.476496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164324 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -14764963.000000 Penalty: 5958.491699
	Iteration 46Q: 3 clusters Score -1.476496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14764970.000000 Penalty: 5958.491699
	Iteration 47Q: 3 clusters Score -1.476497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14764971.000000 Penalty: 5958.491699
	Iteration 48Q: 3 clusters Score -1.476497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14764973.000000 Penalty: 5958.491699
	Iteration 49Q: 3 clusters Score -1.476497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164333 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14764960.000000 Penalty: 5958.491699
	Iteration 50Q: 3 clusters Score -1.476496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164334 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14764968.000000 Penalty: 5958.491699
	Iteration 51Q: 3 clusters Score -1.476497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14764974.000000 Penalty: 5958.491699
	Iteration 52Q: 3 clusters Score -1.476497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164336 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14764972.000000 Penalty: 5958.491699
	Iteration 53Q: 3 clusters Score -1.476497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14764981.000000 Penalty: 5958.491699
	Iteration 54Q: 3 clusters Score -1.476498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164340 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -14764978.000000 Penalty: 5958.491699
	Iteration 55Q: 3 clusters Score -1.476498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164340 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -14764978.000000 Penalty: 5958.491699
	Iteration 56F: 3 clusters Score -1.476498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Entering Unmasked Estep 
Score: -3015913.250000 Penalty: 2579.376465
	Iteration 0F: 2 clusters Score -3015913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2993502.250000 Penalty: 5158.752930
	Iteration 0F: 3 clusters Score -2993502 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3001727.000000 Penalty: 5158.752930
	Iteration 1F: 3 clusters Score -3001727 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3002270.500000 Penalty: 5158.752930
	Iteration 2Q: 3 clusters Score -3002270 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3002728.750000 Penalty: 5158.752930
	Iteration 3Q: 3 clusters Score -3002729 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3003221.500000 Penalty: 5158.752930
	Iteration 4Q: 3 clusters Score -3003222 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3003748.000000 Penalty: 5158.752930
	Iteration 5Q: 3 clusters Score -3003748 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3004418.000000 Penalty: 5158.752930
	Iteration 6Q: 3 clusters Score -3004418 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3005336.750000 Penalty: 5158.752930
	Iteration 7Q: 3 clusters Score -3005337 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3006582.250000 Penalty: 5158.752930
	Iteration 8F: 3 clusters Score -3006582 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3008225.750000 Penalty: 5158.752930
	Iteration 9F: 3 clusters Score -3008226 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3009992.250000 Penalty: 5158.752930
	Iteration 10F: 3 clusters Score -3009992 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3011544.250000 Penalty: 5158.752930
	Iteration 11Q: 3 clusters Score -3011544 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3012560.500000 Penalty: 5158.752930
	Iteration 12Q: 3 clusters Score -3012560 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3013132.000000 Penalty: 5158.752930
	Iteration 13Q: 3 clusters Score -3013132 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3013453.750000 Penalty: 5158.752930
	Iteration 14Q: 3 clusters Score -3013454 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3013662.250000 Penalty: 5158.752930
	Iteration 15Q: 3 clusters Score -3013662 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3013791.500000 Penalty: 5158.752930
	Iteration 16Q: 3 clusters Score -3013792 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3013887.500000 Penalty: 5158.752930
	Iteration 17Q: 3 clusters Score -3013888 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3013939.750000 Penalty: 5158.752930
	Iteration 18Q: 3 clusters Score -3013940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3013973.250000 Penalty: 5158.752930
	Iteration 19Q: 3 clusters Score -3013973 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3013988.750000 Penalty: 5158.752930
	Iteration 20F: 3 clusters Score -3013989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3014004.250000 Penalty: 5158.752930
	Iteration 21Q: 3 clusters Score -3014004 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3014025.500000 Penalty: 5158.752930
	Iteration 22Q: 3 clusters Score -3014026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3014035.500000 Penalty: 5158.752930
	Iteration 23Q: 3 clusters Score -3014036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3014057.500000 Penalty: 5158.752930
	Iteration 24Q: 3 clusters Score -3014058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3014079.500000 Penalty: 5158.752930
	Iteration 25Q: 3 clusters Score -3014080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3014093.500000 Penalty: 5158.752930
	Iteration 26Q: 3 clusters Score -3014094 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3014098.750000 Penalty: 5158.752930
	Iteration 27Q: 3 clusters Score -3014099 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3014121.750000 Penalty: 5158.752930
	Iteration 28Q: 3 clusters Score -3014122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3014130.750000 Penalty: 5158.752930
	Iteration 29Q: 3 clusters Score -3014131 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3014141.750000 Penalty: 5158.752930
	Iteration 30Q: 3 clusters Score -3014142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3014146.500000 Penalty: 5158.752930
	Iteration 31Q: 3 clusters Score -3014146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3014167.750000 Penalty: 5158.752930
	Iteration 32Q: 3 clusters Score -3014168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3014197.250000 Penalty: 5158.752930
	Iteration 33Q: 3 clusters Score -3014197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3014202.500000 Penalty: 5158.752930
	Iteration 34Q: 3 clusters Score -3014202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3014215.000000 Penalty: 5158.752930
	Iteration 35Q: 3 clusters Score -3014215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3014221.500000 Penalty: 5158.752930
	Iteration 36Q: 3 clusters Score -3014222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3014224.000000 Penalty: 5158.752930
	Iteration 37Q: 3 clusters Score -3014224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3014217.500000 Penalty: 5158.752930
	Iteration 38Q: 3 clusters Score -3014218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3014217.000000 Penalty: 5158.752930
	Iteration 39Q: 3 clusters Score -3014217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3014224.250000 Penalty: 5158.752930
	Iteration 40F: 3 clusters Score -3014224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3014226.500000 Penalty: 5158.752930
	Iteration 41Q: 3 clusters Score -3014226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3014220.750000 Penalty: 5158.752930
	Iteration 42Q: 3 clusters Score -3014221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3014223.000000 Penalty: 5158.752930
	Iteration 43Q: 3 clusters Score -3014223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3014228.750000 Penalty: 5158.752930
	Iteration 44Q: 3 clusters Score -3014229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3014225.500000 Penalty: 5158.752930
	Iteration 45Q: 3 clusters Score -3014226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3014221.500000 Penalty: 5158.752930
	Iteration 46Q: 3 clusters Score -3014222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3014224.750000 Penalty: 5158.752930
	Iteration 47Q: 3 clusters Score -3014225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3014218.500000 Penalty: 5158.752930
	Iteration 48Q: 3 clusters Score -3014218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3014221.000000 Penalty: 5158.752930
	Iteration 49Q: 3 clusters Score -3014221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3014222.000000 Penalty: 5158.752930
	Iteration 50Q: 3 clusters Score -3014222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3014215.500000 Penalty: 5158.752930
	Iteration 51Q: 3 clusters Score -3014216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3014228.000000 Penalty: 5158.752930
	Iteration 52Q: 3 clusters Score -3014228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3014221.000000 Penalty: 5158.752930
	Iteration 53Q: 3 clusters Score -3014221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3014223.000000 Penalty: 5158.752930
	Iteration 54Q: 3 clusters Score -3014223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3014223.250000 Penalty: 5158.752930
	Iteration 55Q: 3 clusters Score -3014223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3014223.750000 Penalty: 5158.752930
	Iteration 56Q: 3 clusters Score -3014224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3014220.250000 Penalty: 5158.752930
	Iteration 57Q: 3 clusters Score -3014220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3014218.000000 Penalty: 5158.752930
	Iteration 58Q: 3 clusters Score -3014218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3014215.500000 Penalty: 5158.752930
	Iteration 59Q: 3 clusters Score -3014216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3014214.250000 Penalty: 5158.752930
	Iteration 60F: 3 clusters Score -3014214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3014217.500000 Penalty: 5158.752930
	Iteration 61Q: 3 clusters Score -3014218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3014215.500000 Penalty: 5158.752930
	Iteration 62Q: 3 clusters Score -3014216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3014214.000000 Penalty: 5158.752930
	Iteration 63Q: 3 clusters Score -3014214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3014216.250000 Penalty: 5158.752930
	Iteration 64Q: 3 clusters Score -3014216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3014216.250000 Penalty: 5158.752930
	Iteration 65F: 3 clusters Score -3014216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (438136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438136 members 
Entering Unmasked Estep 
Score: -40257980.000000 Penalty: 3221.590576
	Iteration 0F: 2 clusters Score -4.025798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219361 members 
Mstep: Class 2 contains 218775 members 
Entering Unmasked Estep 
Score: -39962964.000000 Penalty: 6443.181152
	Iteration 0F: 3 clusters Score -3.996296e+07 nChanged 213491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226062 members 
Mstep: Class 2 contains 212074 members 
Entering Unmasked Estep 
Score: -40090552.000000 Penalty: 6443.181152
	Iteration 1F: 3 clusters Score -4.009055e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231147 members 
Mstep: Class 2 contains 206989 members 
Entering Unmasked Estep 
Score: -40093660.000000 Penalty: 6443.181152
	Iteration 2Q: 3 clusters Score -4.009366e+07 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239401 members 
Mstep: Class 2 contains 198735 members 
Entering Unmasked Estep 
Score: -40099080.000000 Penalty: 6443.181152
	Iteration 3Q: 3 clusters Score -4.009908e+07 nChanged 20037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252428 members 
Mstep: Class 2 contains 185708 members 
Entering Unmasked Estep 
Score: -40107788.000000 Penalty: 6443.181152
	Iteration 4Q: 3 clusters Score -4.010779e+07 nChanged 26092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271994 members 
Mstep: Class 2 contains 166142 members 
Entering Unmasked Estep 
Score: -40122656.000000 Penalty: 6443.181152
	Iteration 5F: 3 clusters Score -4.012266e+07 nChanged 32035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298559 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -40144216.000000 Penalty: 6443.181152
	Iteration 6F: 3 clusters Score -4.014422e+07 nChanged 34227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328806 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -40172588.000000 Penalty: 6443.181152
	Iteration 7F: 3 clusters Score -4.017259e+07 nChanged 30884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356882 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -40200192.000000 Penalty: 6443.181152
	Iteration 8F: 3 clusters Score -4.020019e+07 nChanged 22745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377611 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -40219884.000000 Penalty: 6443.181152
	Iteration 9F: 3 clusters Score -4.021988e+07 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390981 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -40231348.000000 Penalty: 6443.181152
	Iteration 10Q: 3 clusters Score -4.023135e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399974 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -40237820.000000 Penalty: 6443.181152
	Iteration 11Q: 3 clusters Score -4.023782e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406714 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -40242208.000000 Penalty: 6443.181152
	Iteration 12Q: 3 clusters Score -4.024221e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411917 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -40245372.000000 Penalty: 6443.181152
	Iteration 13Q: 3 clusters Score -4.024537e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416188 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -40247596.000000 Penalty: 6443.181152
	Iteration 14Q: 3 clusters Score -4.02476e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419768 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -40249584.000000 Penalty: 6443.181152
	Iteration 15Q: 3 clusters Score -4.024958e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422640 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -40250932.000000 Penalty: 6443.181152
	Iteration 16Q: 3 clusters Score -4.025093e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424934 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -40251940.000000 Penalty: 6443.181152
	Iteration 17Q: 3 clusters Score -4.025194e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426813 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -40253056.000000 Penalty: 6443.181152
	Iteration 18Q: 3 clusters Score -4.025306e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428265 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -40253620.000000 Penalty: 6443.181152
	Iteration 19Q: 3 clusters Score -4.025362e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429462 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -40253980.000000 Penalty: 6443.181152
	Iteration 20F: 3 clusters Score -4.025398e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430383 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -40254292.000000 Penalty: 6443.181152
	Iteration 21Q: 3 clusters Score -4.025429e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431106 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -40254560.000000 Penalty: 6443.181152
	Iteration 22Q: 3 clusters Score -4.025456e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431694 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -40254796.000000 Penalty: 6443.181152
	Iteration 23Q: 3 clusters Score -4.02548e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432213 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -40255020.000000 Penalty: 6443.181152
	Iteration 24Q: 3 clusters Score -4.025502e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432657 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -40255104.000000 Penalty: 6443.181152
	Iteration 25Q: 3 clusters Score -4.02551e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433037 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -40255192.000000 Penalty: 6443.181152
	Iteration 26Q: 3 clusters Score -4.025519e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433323 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -40255256.000000 Penalty: 6443.181152
	Iteration 27Q: 3 clusters Score -4.025526e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433553 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -40255324.000000 Penalty: 6443.181152
	Iteration 28Q: 3 clusters Score -4.025532e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433747 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -40255416.000000 Penalty: 6443.181152
	Iteration 29Q: 3 clusters Score -4.025542e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433891 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -40255460.000000 Penalty: 6443.181152
	Iteration 30Q: 3 clusters Score -4.025546e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434024 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -40255492.000000 Penalty: 6443.181152
	Iteration 31Q: 3 clusters Score -4.025549e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434142 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -40255424.000000 Penalty: 6443.181152
	Iteration 32Q: 3 clusters Score -4.025542e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434240 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -40255448.000000 Penalty: 6443.181152
	Iteration 33Q: 3 clusters Score -4.025545e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434317 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -40255496.000000 Penalty: 6443.181152
	Iteration 34Q: 3 clusters Score -4.02555e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434396 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -40255504.000000 Penalty: 6443.181152
	Iteration 35Q: 3 clusters Score -4.02555e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434472 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -40255540.000000 Penalty: 6443.181152
	Iteration 36Q: 3 clusters Score -4.025554e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434531 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -40255504.000000 Penalty: 6443.181152
	Iteration 37Q: 3 clusters Score -4.02555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434571 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -40255492.000000 Penalty: 6443.181152
	Iteration 38Q: 3 clusters Score -4.025549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434625 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -40255508.000000 Penalty: 6443.181152
	Iteration 39Q: 3 clusters Score -4.025551e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434672 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -40255504.000000 Penalty: 6443.181152
	Iteration 40F: 3 clusters Score -4.02555e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434716 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -40255540.000000 Penalty: 6443.181152
	Iteration 41Q: 3 clusters Score -4.025554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434755 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -40255552.000000 Penalty: 6443.181152
	Iteration 42Q: 3 clusters Score -4.025555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434786 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -40255572.000000 Penalty: 6443.181152
	Iteration 43Q: 3 clusters Score -4.025557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434811 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -40255544.000000 Penalty: 6443.181152
	Iteration 44Q: 3 clusters Score -4.025554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434836 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -40255548.000000 Penalty: 6443.181152
	Iteration 45Q: 3 clusters Score -4.025555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434866 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -40255540.000000 Penalty: 6443.181152
	Iteration 46Q: 3 clusters Score -4.025554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434888 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -40255552.000000 Penalty: 6443.181152
	Iteration 47Q: 3 clusters Score -4.025555e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434920 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -40255552.000000 Penalty: 6443.181152
	Iteration 48Q: 3 clusters Score -4.025555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434952 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -40255556.000000 Penalty: 6443.181152
	Iteration 49Q: 3 clusters Score -4.025556e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435001 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -40255556.000000 Penalty: 6443.181152
	Iteration 50Q: 3 clusters Score -4.025556e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435051 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -40255560.000000 Penalty: 6443.181152
	Iteration 51Q: 3 clusters Score -4.025556e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435099 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -40255600.000000 Penalty: 6443.181152
	Iteration 52Q: 3 clusters Score -4.02556e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435145 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -40255648.000000 Penalty: 6443.181152
	Iteration 53Q: 3 clusters Score -4.025565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435177 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -40255704.000000 Penalty: 6443.181152
	Iteration 54Q: 3 clusters Score -4.02557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435211 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -40255652.000000 Penalty: 6443.181152
	Iteration 55Q: 3 clusters Score -4.025565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435237 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -40255676.000000 Penalty: 6443.181152
	Iteration 56Q: 3 clusters Score -4.025568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435258 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -40255672.000000 Penalty: 6443.181152
	Iteration 57Q: 3 clusters Score -4.025567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435275 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -40255692.000000 Penalty: 6443.181152
	Iteration 58Q: 3 clusters Score -4.025569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435290 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -40255692.000000 Penalty: 6443.181152
	Iteration 59Q: 3 clusters Score -4.025569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435306 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -40255704.000000 Penalty: 6443.181152
	Iteration 60F: 3 clusters Score -4.02557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435321 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -40255716.000000 Penalty: 6443.181152
	Iteration 61Q: 3 clusters Score -4.025572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435339 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -40255708.000000 Penalty: 6443.181152
	Iteration 62Q: 3 clusters Score -4.025571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435358 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -40255740.000000 Penalty: 6443.181152
	Iteration 63Q: 3 clusters Score -4.025574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435372 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -40255688.000000 Penalty: 6443.181152
	Iteration 64Q: 3 clusters Score -4.025569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435384 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -40255704.000000 Penalty: 6443.181152
	Iteration 65Q: 3 clusters Score -4.02557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435392 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -40255712.000000 Penalty: 6443.181152
	Iteration 66Q: 3 clusters Score -4.025571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435404 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -40255676.000000 Penalty: 6443.181152
	Iteration 67Q: 3 clusters Score -4.025568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435411 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -40255708.000000 Penalty: 6443.181152
	Iteration 68Q: 3 clusters Score -4.025571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435414 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -40255744.000000 Penalty: 6443.181152
	Iteration 69Q: 3 clusters Score -4.025574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435415 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -40255704.000000 Penalty: 6443.181152
	Iteration 70Q: 3 clusters Score -4.02557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435415 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -40255704.000000 Penalty: 6443.181152
	Iteration 71F: 3 clusters Score -4.02557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -371014.218750 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -371014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -366892.437500 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -366892.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -367835.531250 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -367835.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -368083.781250 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -368083.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -368293.656250 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -368293.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -368507.625000 Penalty: 4158.069336
	Iteration 4F: 3 clusters Score -368507.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -368712.500000 Penalty: 4158.069336
	Iteration 5Q: 3 clusters Score -368712.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -368916.843750 Penalty: 4158.069336
	Iteration 6F: 3 clusters Score -368916.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -369083.562500 Penalty: 4158.069336
	Iteration 7F: 3 clusters Score -369083.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -369193.406250 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -369193.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -369273.906250 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -369273.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -369338.687500 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -369338.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -369386.593750 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -369386.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -369422.375000 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -369422.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -369457.468750 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -369457.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -369485.750000 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -369485.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -369518.375000 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -369518.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -369554.187500 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -369554.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -369587.562500 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -369587.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -369612.187500 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -369612.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -369630.531250 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -369630.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -369642.937500 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -369642.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -369659.343750 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -369659.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -369676.593750 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -369676.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -369692.656250 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -369692.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -369703.031250 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -369703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -369715.093750 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -369715.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -369724.875000 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -369724.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -369732.875000 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -369732.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -369743.375000 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -369743.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -369752.968750 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -369753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -369756.750000 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -369756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -369758.062500 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -369758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -369759.656250 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -369759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -369761.062500 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -369761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -369762.500000 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -369762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -369764.281250 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -369764.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -369766.906250 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -369766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -369767.625000 Penalty: 4158.069336
	Iteration 37Q: 3 clusters Score -369767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -369768.031250 Penalty: 4158.069336
	Iteration 38Q: 3 clusters Score -369768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -369768.843750 Penalty: 4158.069336
	Iteration 39Q: 3 clusters Score -369768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -369770.875000 Penalty: 4158.069336
	Iteration 40F: 3 clusters Score -369770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -369772.468750 Penalty: 4158.069336
	Iteration 41Q: 3 clusters Score -369772.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -369774.406250 Penalty: 4158.069336
	Iteration 42Q: 3 clusters Score -369774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -369775.687500 Penalty: 4158.069336
	Iteration 43Q: 3 clusters Score -369775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -369778.562500 Penalty: 4158.069336
	Iteration 44Q: 3 clusters Score -369778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -369781.218750 Penalty: 4158.069336
	Iteration 45Q: 3 clusters Score -369781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -369785.562500 Penalty: 4158.069336
	Iteration 46Q: 3 clusters Score -369785.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -369790.125000 Penalty: 4158.069336
	Iteration 47Q: 3 clusters Score -369790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -369792.875000 Penalty: 4158.069336
	Iteration 48Q: 3 clusters Score -369792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -369795.781250 Penalty: 4158.069336
	Iteration 49Q: 3 clusters Score -369795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -369796.750000 Penalty: 4158.069336
	Iteration 50Q: 3 clusters Score -369796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -369798.406250 Penalty: 4158.069336
	Iteration 51Q: 3 clusters Score -369798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -369799.937500 Penalty: 4158.069336
	Iteration 52Q: 3 clusters Score -369799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -369799.906250 Penalty: 4158.069336
	Iteration 53Q: 3 clusters Score -369799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -369800.281250 Penalty: 4158.069336
	Iteration 54Q: 3 clusters Score -369800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -369801.562500 Penalty: 4158.069336
	Iteration 55Q: 3 clusters Score -369801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -369801.125000 Penalty: 4158.069336
	Iteration 56Q: 3 clusters Score -369801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -369802.593750 Penalty: 4158.069336
	Iteration 57Q: 3 clusters Score -369802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -369802.500000 Penalty: 4158.069336
	Iteration 58Q: 3 clusters Score -369802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -369803.468750 Penalty: 4158.069336
	Iteration 59Q: 3 clusters Score -369803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -369804.281250 Penalty: 4158.069336
	Iteration 60F: 3 clusters Score -369804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Entering Unmasked Estep 
Score: -1449645.500000 Penalty: 2418.112305
	Iteration 0F: 2 clusters Score -1449646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1437350.875000 Penalty: 4836.224609
	Iteration 0F: 3 clusters Score -1437351 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1441413.500000 Penalty: 4836.224609
	Iteration 1F: 3 clusters Score -1441414 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1441911.000000 Penalty: 4836.224609
	Iteration 2F: 3 clusters Score -1441911 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1442389.625000 Penalty: 4836.224609
	Iteration 3F: 3 clusters Score -1442390 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1442802.000000 Penalty: 4836.224609
	Iteration 4F: 3 clusters Score -1442802 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1443191.750000 Penalty: 4836.224609
	Iteration 5Q: 3 clusters Score -1443192 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1443548.125000 Penalty: 4836.224609
	Iteration 6Q: 3 clusters Score -1443548 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1443975.125000 Penalty: 4836.224609
	Iteration 7Q: 3 clusters Score -1443975 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1444384.625000 Penalty: 4836.224609
	Iteration 8Q: 3 clusters Score -1444385 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1444791.500000 Penalty: 4836.224609
	Iteration 9Q: 3 clusters Score -1444792 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1445217.375000 Penalty: 4836.224609
	Iteration 10Q: 3 clusters Score -1445217 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1445629.500000 Penalty: 4836.224609
	Iteration 11Q: 3 clusters Score -1445630 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1446014.750000 Penalty: 4836.224609
	Iteration 12Q: 3 clusters Score -1446015 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1446339.250000 Penalty: 4836.224609
	Iteration 13Q: 3 clusters Score -1446339 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1446596.750000 Penalty: 4836.224609
	Iteration 14Q: 3 clusters Score -1446597 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1446809.125000 Penalty: 4836.224609
	Iteration 15Q: 3 clusters Score -1446809 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1446979.750000 Penalty: 4836.224609
	Iteration 16Q: 3 clusters Score -1446980 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1447105.750000 Penalty: 4836.224609
	Iteration 17Q: 3 clusters Score -1447106 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1447209.125000 Penalty: 4836.224609
	Iteration 18Q: 3 clusters Score -1447209 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1447324.125000 Penalty: 4836.224609
	Iteration 19Q: 3 clusters Score -1447324 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1447442.375000 Penalty: 4836.224609
	Iteration 20F: 3 clusters Score -1447442 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1447577.250000 Penalty: 4836.224609
	Iteration 21Q: 3 clusters Score -1447577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1447706.250000 Penalty: 4836.224609
	Iteration 22Q: 3 clusters Score -1447706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1447829.875000 Penalty: 4836.224609
	Iteration 23Q: 3 clusters Score -1447830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1447931.750000 Penalty: 4836.224609
	Iteration 24Q: 3 clusters Score -1447932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1447970.625000 Penalty: 4836.224609
	Iteration 25Q: 3 clusters Score -1447971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1447989.500000 Penalty: 4836.224609
	Iteration 26Q: 3 clusters Score -1447990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1448006.125000 Penalty: 4836.224609
	Iteration 27Q: 3 clusters Score -1448006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1448010.750000 Penalty: 4836.224609
	Iteration 28Q: 3 clusters Score -1448011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1448025.875000 Penalty: 4836.224609
	Iteration 29Q: 3 clusters Score -1448026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1448034.500000 Penalty: 4836.224609
	Iteration 30Q: 3 clusters Score -1448034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1448042.125000 Penalty: 4836.224609
	Iteration 31Q: 3 clusters Score -1448042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1448047.125000 Penalty: 4836.224609
	Iteration 32Q: 3 clusters Score -1448047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1448049.250000 Penalty: 4836.224609
	Iteration 33Q: 3 clusters Score -1448049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1448049.875000 Penalty: 4836.224609
	Iteration 34Q: 3 clusters Score -1448050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1448051.000000 Penalty: 4836.224609
	Iteration 35Q: 3 clusters Score -1448051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1448049.625000 Penalty: 4836.224609
	Iteration 36Q: 3 clusters Score -1448050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1448053.625000 Penalty: 4836.224609
	Iteration 37Q: 3 clusters Score -1448054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1448053.500000 Penalty: 4836.224609
	Iteration 38Q: 3 clusters Score -1448054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1448052.875000 Penalty: 4836.224609
	Iteration 39Q: 3 clusters Score -1448053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1448056.500000 Penalty: 4836.224609
	Iteration 40F: 3 clusters Score -1448056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1448056.000000 Penalty: 4836.224609
	Iteration 41Q: 3 clusters Score -1448056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1448053.250000 Penalty: 4836.224609
	Iteration 42Q: 3 clusters Score -1448053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1448056.250000 Penalty: 4836.224609
	Iteration 43Q: 3 clusters Score -1448056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1448055.250000 Penalty: 4836.224609
	Iteration 44Q: 3 clusters Score -1448055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1448055.375000 Penalty: 4836.224609
	Iteration 45Q: 3 clusters Score -1448055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1448056.875000 Penalty: 4836.224609
	Iteration 46Q: 3 clusters Score -1448057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1448055.125000 Penalty: 4836.224609
	Iteration 47Q: 3 clusters Score -1448055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1448057.875000 Penalty: 4836.224609
	Iteration 48Q: 3 clusters Score -1448058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1448058.000000 Penalty: 4836.224609
	Iteration 49Q: 3 clusters Score -1448058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1448058.000000 Penalty: 4836.224609
	Iteration 50F: 3 clusters Score -1448058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Entering Unmasked Estep 
Score: -2826222.000000 Penalty: 2564.423828
	Iteration 0F: 2 clusters Score -2826222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2805065.500000 Penalty: 5128.847656
	Iteration 0F: 3 clusters Score -2805066 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2812948.000000 Penalty: 5128.847656
	Iteration 1F: 3 clusters Score -2812948 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2813578.500000 Penalty: 5128.847656
	Iteration 2F: 3 clusters Score -2813578 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2814207.250000 Penalty: 5128.847656
	Iteration 3Q: 3 clusters Score -2814207 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2814926.250000 Penalty: 5128.847656
	Iteration 4Q: 3 clusters Score -2814926 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2815777.750000 Penalty: 5128.847656
	Iteration 5Q: 3 clusters Score -2815778 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2816811.250000 Penalty: 5128.847656
	Iteration 6F: 3 clusters Score -2816811 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2818042.750000 Penalty: 5128.847656
	Iteration 7F: 3 clusters Score -2818043 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2819180.750000 Penalty: 5128.847656
	Iteration 8F: 3 clusters Score -2819181 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2820044.750000 Penalty: 5128.847656
	Iteration 9Q: 3 clusters Score -2820045 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2820654.250000 Penalty: 5128.847656
	Iteration 10Q: 3 clusters Score -2820654 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2820963.000000 Penalty: 5128.847656
	Iteration 11Q: 3 clusters Score -2820963 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2821152.250000 Penalty: 5128.847656
	Iteration 12Q: 3 clusters Score -2821152 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2821249.500000 Penalty: 5128.847656
	Iteration 13Q: 3 clusters Score -2821250 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2821302.750000 Penalty: 5128.847656
	Iteration 14Q: 3 clusters Score -2821303 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2821350.000000 Penalty: 5128.847656
	Iteration 15Q: 3 clusters Score -2821350 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2821392.750000 Penalty: 5128.847656
	Iteration 16Q: 3 clusters Score -2821393 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2821437.250000 Penalty: 5128.847656
	Iteration 17Q: 3 clusters Score -2821437 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2821460.500000 Penalty: 5128.847656
	Iteration 18Q: 3 clusters Score -2821460 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2821511.000000 Penalty: 5128.847656
	Iteration 19Q: 3 clusters Score -2821511 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2821541.750000 Penalty: 5128.847656
	Iteration 20F: 3 clusters Score -2821542 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2821571.000000 Penalty: 5128.847656
	Iteration 21Q: 3 clusters Score -2821571 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2821618.500000 Penalty: 5128.847656
	Iteration 22Q: 3 clusters Score -2821618 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2821672.500000 Penalty: 5128.847656
	Iteration 23Q: 3 clusters Score -2821672 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2821730.250000 Penalty: 5128.847656
	Iteration 24Q: 3 clusters Score -2821730 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2821780.750000 Penalty: 5128.847656
	Iteration 25Q: 3 clusters Score -2821781 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2821844.250000 Penalty: 5128.847656
	Iteration 26Q: 3 clusters Score -2821844 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2821900.000000 Penalty: 5128.847656
	Iteration 27Q: 3 clusters Score -2821900 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2821964.000000 Penalty: 5128.847656
	Iteration 28Q: 3 clusters Score -2821964 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2822027.500000 Penalty: 5128.847656
	Iteration 29Q: 3 clusters Score -2822028 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2822103.500000 Penalty: 5128.847656
	Iteration 30Q: 3 clusters Score -2822104 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2822174.500000 Penalty: 5128.847656
	Iteration 31Q: 3 clusters Score -2822174 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2822287.500000 Penalty: 5128.847656
	Iteration 32Q: 3 clusters Score -2822288 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2822394.000000 Penalty: 5128.847656
	Iteration 33Q: 3 clusters Score -2822394 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2822520.500000 Penalty: 5128.847656
	Iteration 34Q: 3 clusters Score -2822520 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2822655.500000 Penalty: 5128.847656
	Iteration 35Q: 3 clusters Score -2822656 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2822787.750000 Penalty: 5128.847656
	Iteration 36Q: 3 clusters Score -2822788 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2822943.000000 Penalty: 5128.847656
	Iteration 37Q: 3 clusters Score -2822943 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2823100.500000 Penalty: 5128.847656
	Iteration 38Q: 3 clusters Score -2823100 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2823299.250000 Penalty: 5128.847656
	Iteration 39Q: 3 clusters Score -2823299 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2823511.750000 Penalty: 5128.847656
	Iteration 40F: 3 clusters Score -2823512 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2823745.000000 Penalty: 5128.847656
	Iteration 41Q: 3 clusters Score -2823745 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2824001.000000 Penalty: 5128.847656
	Iteration 42Q: 3 clusters Score -2824001 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2824274.500000 Penalty: 5128.847656
	Iteration 43Q: 3 clusters Score -2824274 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2824532.250000 Penalty: 5128.847656
	Iteration 44Q: 3 clusters Score -2824532 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2824691.250000 Penalty: 5128.847656
	Iteration 45Q: 3 clusters Score -2824691 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2824773.000000 Penalty: 5128.847656
	Iteration 46Q: 3 clusters Score -2824773 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2824814.250000 Penalty: 5128.847656
	Iteration 47Q: 3 clusters Score -2824814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2824867.000000 Penalty: 5128.847656
	Iteration 48Q: 3 clusters Score -2824867 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2824886.750000 Penalty: 5128.847656
	Iteration 49Q: 3 clusters Score -2824887 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2824911.250000 Penalty: 5128.847656
	Iteration 50Q: 3 clusters Score -2824911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2824929.000000 Penalty: 5128.847656
	Iteration 51Q: 3 clusters Score -2824929 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2824955.750000 Penalty: 5128.847656
	Iteration 52Q: 3 clusters Score -2824956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2824963.000000 Penalty: 5128.847656
	Iteration 53Q: 3 clusters Score -2824963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2824968.750000 Penalty: 5128.847656
	Iteration 54Q: 3 clusters Score -2824969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2824973.000000 Penalty: 5128.847656
	Iteration 55Q: 3 clusters Score -2824973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2824973.500000 Penalty: 5128.847656
	Iteration 56Q: 3 clusters Score -2824974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2824977.000000 Penalty: 5128.847656
	Iteration 57Q: 3 clusters Score -2824977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2824977.250000 Penalty: 5128.847656
	Iteration 58Q: 3 clusters Score -2824977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2824982.250000 Penalty: 5128.847656
	Iteration 59Q: 3 clusters Score -2824982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2824981.750000 Penalty: 5128.847656
	Iteration 60F: 3 clusters Score -2824982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2824989.000000 Penalty: 5128.847656
	Iteration 61Q: 3 clusters Score -2824989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2824988.000000 Penalty: 5128.847656
	Iteration 62Q: 3 clusters Score -2824988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2824987.500000 Penalty: 5128.847656
	Iteration 63Q: 3 clusters Score -2824988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2824990.250000 Penalty: 5128.847656
	Iteration 64Q: 3 clusters Score -2824990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2824986.750000 Penalty: 5128.847656
	Iteration 65Q: 3 clusters Score -2824987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2824985.500000 Penalty: 5128.847656
	Iteration 66Q: 3 clusters Score -2824986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2824985.750000 Penalty: 5128.847656
	Iteration 67Q: 3 clusters Score -2824986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2824988.750000 Penalty: 5128.847656
	Iteration 68Q: 3 clusters Score -2824989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2824988.000000 Penalty: 5128.847656
	Iteration 69Q: 3 clusters Score -2824988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2824985.250000 Penalty: 5128.847656
	Iteration 70Q: 3 clusters Score -2824985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2824991.500000 Penalty: 5128.847656
	Iteration 71Q: 3 clusters Score -2824992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2824991.500000 Penalty: 5128.847656
	Iteration 72Q: 3 clusters Score -2824992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2824994.500000 Penalty: 5128.847656
	Iteration 73Q: 3 clusters Score -2824994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2824996.500000 Penalty: 5128.847656
	Iteration 74Q: 3 clusters Score -2824996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2824998.250000 Penalty: 5128.847656
	Iteration 75Q: 3 clusters Score -2824998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2825001.000000 Penalty: 5128.847656
	Iteration 76Q: 3 clusters Score -2825001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2824999.500000 Penalty: 5128.847656
	Iteration 77Q: 3 clusters Score -2825000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2824999.000000 Penalty: 5128.847656
	Iteration 78Q: 3 clusters Score -2824999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2824997.000000 Penalty: 5128.847656
	Iteration 79Q: 3 clusters Score -2824997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2825001.250000 Penalty: 5128.847656
	Iteration 80F: 3 clusters Score -2825001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2825000.750000 Penalty: 5128.847656
	Iteration 81Q: 3 clusters Score -2825001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2825001.000000 Penalty: 5128.847656
	Iteration 82Q: 3 clusters Score -2825001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2825000.750000 Penalty: 5128.847656
	Iteration 83Q: 3 clusters Score -2825001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2824998.250000 Penalty: 5128.847656
	Iteration 84Q: 3 clusters Score -2824998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2824997.750000 Penalty: 5128.847656
	Iteration 85Q: 3 clusters Score -2824998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2824999.750000 Penalty: 5128.847656
	Iteration 86Q: 3 clusters Score -2825000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2825001.750000 Penalty: 5128.847656
	Iteration 87Q: 3 clusters Score -2825002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2825004.500000 Penalty: 5128.847656
	Iteration 88Q: 3 clusters Score -2825004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2825004.000000 Penalty: 5128.847656
	Iteration 89Q: 3 clusters Score -2825004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2825001.250000 Penalty: 5128.847656
	Iteration 90Q: 3 clusters Score -2825001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2825001.250000 Penalty: 5128.847656
	Iteration 91F: 3 clusters Score -2825001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -137115.796875 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -137115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134808.171875 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -134808.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -135487.203125 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -135487.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135924.921875 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -135924.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -136200.046875 Penalty: 3684.748047
	Iteration 3F: 3 clusters Score -136200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -136399.328125 Penalty: 3684.748047
	Iteration 4F: 3 clusters Score -136399.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -136553.937500 Penalty: 3684.748047
	Iteration 5Q: 3 clusters Score -136553.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -136670.593750 Penalty: 3684.748047
	Iteration 6Q: 3 clusters Score -136670.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136774.890625 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -136774.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -136874.718750 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -136874.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137011.953125 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -137012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -137153.171875 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -137153.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -137228.062500 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -137228.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -137247.562500 Penalty: 3684.748047
	Iteration 12Q: 3 clusters Score -137247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -137252.921875 Penalty: 3684.748047
	Iteration 13Q: 3 clusters Score -137252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -137264.796875 Penalty: 3684.748047
	Iteration 14Q: 3 clusters Score -137264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -137281.531250 Penalty: 3684.748047
	Iteration 15Q: 3 clusters Score -137281.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137303.781250 Penalty: 3684.748047
	Iteration 16Q: 3 clusters Score -137303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137337.718750 Penalty: 3684.748047
	Iteration 17Q: 3 clusters Score -137337.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -137425.218750 Penalty: 3684.748047
	Iteration 18Q: 3 clusters Score -137425.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -137632.593750 Penalty: 3684.748047
	Iteration 19Q: 3 clusters Score -137632.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -137964.062500 Penalty: 3684.748047
	Iteration 20F: 3 clusters Score -137964.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138105.671875 Penalty: 3684.748047
	Iteration 21Q: 3 clusters Score -138105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -138112.593750 Penalty: 3684.748047
	Iteration 22Q: 3 clusters Score -138112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -138117.000000 Penalty: 3684.748047
	Iteration 23Q: 3 clusters Score -138117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -138117.000000 Penalty: 3684.748047
	Iteration 24F: 3 clusters Score -138117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 137915 members 
Mstep: Class 13 contains 34384 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 164899 members 
Mstep: Class 19 contains 32883 members 
Mstep: Class 20 contains 438136 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 17162 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 890 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 794 members 
Entering Unmasked Estep 
Score: -93622184.000000 Penalty: 96286.414062
Splitting cluster 24 changes total score from -93622720.000000 to -93622184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -573334.312500 Penalty: 2164.729980
	Iteration 0F: 2 clusters Score -573334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -568035.500000 Penalty: 4329.459961
	Iteration 0F: 3 clusters Score -568035.5 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -569336.875000 Penalty: 4329.459961
	Iteration 1F: 3 clusters Score -569336.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -569596.687500 Penalty: 4329.459961
	Iteration 2F: 3 clusters Score -569596.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -569754.562500 Penalty: 4329.459961
	Iteration 3F: 3 clusters Score -569754.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -569865.250000 Penalty: 4329.459961
	Iteration 4Q: 3 clusters Score -569865.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -569950.750000 Penalty: 4329.459961
	Iteration 5Q: 3 clusters Score -569950.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -570020.687500 Penalty: 4329.459961
	Iteration 6Q: 3 clusters Score -570020.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -570081.750000 Penalty: 4329.459961
	Iteration 7Q: 3 clusters Score -570081.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -570133.500000 Penalty: 4329.459961
	Iteration 8Q: 3 clusters Score -570133.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -570183.562500 Penalty: 4329.459961
	Iteration 9Q: 3 clusters Score -570183.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -570233.812500 Penalty: 4329.459961
	Iteration 10Q: 3 clusters Score -570233.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -570285.187500 Penalty: 4329.459961
	Iteration 11Q: 3 clusters Score -570285.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -570353.500000 Penalty: 4329.459961
	Iteration 12Q: 3 clusters Score -570353.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -570442.875000 Penalty: 4329.459961
	Iteration 13Q: 3 clusters Score -570442.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -570550.812500 Penalty: 4329.459961
	Iteration 14Q: 3 clusters Score -570550.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -570648.312500 Penalty: 4329.459961
	Iteration 15Q: 3 clusters Score -570648.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -570753.875000 Penalty: 4329.459961
	Iteration 16Q: 3 clusters Score -570753.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -570903.500000 Penalty: 4329.459961
	Iteration 17Q: 3 clusters Score -570903.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -571063.187500 Penalty: 4329.459961
	Iteration 18Q: 3 clusters Score -571063.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -571173.875000 Penalty: 4329.459961
	Iteration 19Q: 3 clusters Score -571173.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -571256.500000 Penalty: 4329.459961
	Iteration 20F: 3 clusters Score -571256.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -571321.250000 Penalty: 4329.459961
	Iteration 21Q: 3 clusters Score -571321.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -571361.125000 Penalty: 4329.459961
	Iteration 22Q: 3 clusters Score -571361.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -571391.312500 Penalty: 4329.459961
	Iteration 23Q: 3 clusters Score -571391.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -571414.812500 Penalty: 4329.459961
	Iteration 24Q: 3 clusters Score -571414.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -571429.937500 Penalty: 4329.459961
	Iteration 25Q: 3 clusters Score -571429.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -571440.125000 Penalty: 4329.459961
	Iteration 26Q: 3 clusters Score -571440.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -571449.750000 Penalty: 4329.459961
	Iteration 27Q: 3 clusters Score -571449.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -571458.937500 Penalty: 4329.459961
	Iteration 28Q: 3 clusters Score -571458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -571462.625000 Penalty: 4329.459961
	Iteration 29Q: 3 clusters Score -571462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -571466.562500 Penalty: 4329.459961
	Iteration 30Q: 3 clusters Score -571466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -571467.875000 Penalty: 4329.459961
	Iteration 31Q: 3 clusters Score -571467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -571467.875000 Penalty: 4329.459961
	Iteration 32F: 3 clusters Score -571467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23659.703125 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -23659.7 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 188 members 
Entering Unmasked Estep 
Score: -22507.744141 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -22507.74 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22936.607422 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -22936.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23035.998047 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -23036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23122.515625 Penalty: 2948.928711
	Iteration 3F: 3 clusters Score -23122.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23173.232422 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -23173.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23210.371094 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -23210.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23247.482422 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -23247.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23253.140625 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -23253.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23255.130859 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -23255.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23258.876953 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -23258.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23265.960938 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -23265.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23273.804688 Penalty: 2948.928711
	Iteration 11F: 3 clusters Score -23273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23338.162109 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -23338.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23365.572266 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -23365.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23410.880859 Penalty: 2948.928711
	Iteration 14Q: 3 clusters Score -23410.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23441.656250 Penalty: 2948.928711
	Iteration 15Q: 3 clusters Score -23441.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23461.869141 Penalty: 2948.928711
	Iteration 16Q: 3 clusters Score -23461.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23461.869141 Penalty: 2948.928711
	Iteration 17F: 3 clusters Score -23461.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Entering Unmasked Estep 
Score: -958837.062500 Penalty: 2305.081055
	Iteration 0F: 2 clusters Score -958837.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -950627.500000 Penalty: 4610.162109
	Iteration 0F: 3 clusters Score -950627.5 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -953082.875000 Penalty: 4610.162109
	Iteration 1F: 3 clusters Score -953082.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -953483.500000 Penalty: 4610.162109
	Iteration 2F: 3 clusters Score -953483.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -953846.437500 Penalty: 4610.162109
	Iteration 3F: 3 clusters Score -953846.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -954189.812500 Penalty: 4610.162109
	Iteration 4F: 3 clusters Score -954189.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -954527.875000 Penalty: 4610.162109
	Iteration 5Q: 3 clusters Score -954527.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -954873.437500 Penalty: 4610.162109
	Iteration 6Q: 3 clusters Score -954873.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -955179.375000 Penalty: 4610.162109
	Iteration 7Q: 3 clusters Score -955179.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -955454.625000 Penalty: 4610.162109
	Iteration 8Q: 3 clusters Score -955454.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -955703.437500 Penalty: 4610.162109
	Iteration 9Q: 3 clusters Score -955703.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -955934.562500 Penalty: 4610.162109
	Iteration 10Q: 3 clusters Score -955934.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -956105.437500 Penalty: 4610.162109
	Iteration 11Q: 3 clusters Score -956105.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -956269.062500 Penalty: 4610.162109
	Iteration 12Q: 3 clusters Score -956269.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -956416.687500 Penalty: 4610.162109
	Iteration 13Q: 3 clusters Score -956416.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -956539.062500 Penalty: 4610.162109
	Iteration 14Q: 3 clusters Score -956539.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -956635.687500 Penalty: 4610.162109
	Iteration 15Q: 3 clusters Score -956635.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -956729.437500 Penalty: 4610.162109
	Iteration 16Q: 3 clusters Score -956729.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -956819.250000 Penalty: 4610.162109
	Iteration 17Q: 3 clusters Score -956819.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -956901.250000 Penalty: 4610.162109
	Iteration 18Q: 3 clusters Score -956901.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -956962.000000 Penalty: 4610.162109
	Iteration 19Q: 3 clusters Score -956962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -957013.937500 Penalty: 4610.162109
	Iteration 20F: 3 clusters Score -957013.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -957054.250000 Penalty: 4610.162109
	Iteration 21Q: 3 clusters Score -957054.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -957098.437500 Penalty: 4610.162109
	Iteration 22Q: 3 clusters Score -957098.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -957129.562500 Penalty: 4610.162109
	Iteration 23Q: 3 clusters Score -957129.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -957152.875000 Penalty: 4610.162109
	Iteration 24Q: 3 clusters Score -957152.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -957174.375000 Penalty: 4610.162109
	Iteration 25Q: 3 clusters Score -957174.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -957191.812500 Penalty: 4610.162109
	Iteration 26Q: 3 clusters Score -957191.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -957203.312500 Penalty: 4610.162109
	Iteration 27Q: 3 clusters Score -957203.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -957214.375000 Penalty: 4610.162109
	Iteration 28Q: 3 clusters Score -957214.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -957222.500000 Penalty: 4610.162109
	Iteration 29Q: 3 clusters Score -957222.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -957225.375000 Penalty: 4610.162109
	Iteration 30Q: 3 clusters Score -957225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -957228.500000 Penalty: 4610.162109
	Iteration 31Q: 3 clusters Score -957228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -957231.125000 Penalty: 4610.162109
	Iteration 32Q: 3 clusters Score -957231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -957234.187500 Penalty: 4610.162109
	Iteration 33Q: 3 clusters Score -957234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -957236.312500 Penalty: 4610.162109
	Iteration 34Q: 3 clusters Score -957236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -957238.750000 Penalty: 4610.162109
	Iteration 35Q: 3 clusters Score -957238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -957241.875000 Penalty: 4610.162109
	Iteration 36Q: 3 clusters Score -957241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -957242.250000 Penalty: 4610.162109
	Iteration 37Q: 3 clusters Score -957242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -957246.187500 Penalty: 4610.162109
	Iteration 38Q: 3 clusters Score -957246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -957246.812500 Penalty: 4610.162109
	Iteration 39Q: 3 clusters Score -957246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -957246.062500 Penalty: 4610.162109
	Iteration 40F: 3 clusters Score -957246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -957248.062500 Penalty: 4610.162109
	Iteration 41Q: 3 clusters Score -957248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -957253.812500 Penalty: 4610.162109
	Iteration 42Q: 3 clusters Score -957253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -957253.250000 Penalty: 4610.162109
	Iteration 43Q: 3 clusters Score -957253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -957255.062500 Penalty: 4610.162109
	Iteration 44Q: 3 clusters Score -957255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -957256.187500 Penalty: 4610.162109
	Iteration 45Q: 3 clusters Score -957256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -957260.875000 Penalty: 4610.162109
	Iteration 46Q: 3 clusters Score -957260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -957261.312500 Penalty: 4610.162109
	Iteration 47Q: 3 clusters Score -957261.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -957264.750000 Penalty: 4610.162109
	Iteration 48Q: 3 clusters Score -957264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -957265.312500 Penalty: 4610.162109
	Iteration 49Q: 3 clusters Score -957265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -957264.437500 Penalty: 4610.162109
	Iteration 50Q: 3 clusters Score -957264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -957266.375000 Penalty: 4610.162109
	Iteration 51Q: 3 clusters Score -957266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -957266.187500 Penalty: 4610.162109
	Iteration 52Q: 3 clusters Score -957266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -957265.437500 Penalty: 4610.162109
	Iteration 53Q: 3 clusters Score -957265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -957267.875000 Penalty: 4610.162109
	Iteration 54Q: 3 clusters Score -957267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -957267.437500 Penalty: 4610.162109
	Iteration 55Q: 3 clusters Score -957267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -957267.875000 Penalty: 4610.162109
	Iteration 56Q: 3 clusters Score -957267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -957268.062500 Penalty: 4610.162109
	Iteration 57Q: 3 clusters Score -957268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -957268.812500 Penalty: 4610.162109
	Iteration 58Q: 3 clusters Score -957268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -957268.500000 Penalty: 4610.162109
	Iteration 59Q: 3 clusters Score -957268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -957271.062500 Penalty: 4610.162109
	Iteration 60F: 3 clusters Score -957271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -957273.375000 Penalty: 4610.162109
	Iteration 61Q: 3 clusters Score -957273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -957276.000000 Penalty: 4610.162109
	Iteration 62Q: 3 clusters Score -957276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -957277.750000 Penalty: 4610.162109
	Iteration 63Q: 3 clusters Score -957277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -957278.312500 Penalty: 4610.162109
	Iteration 64Q: 3 clusters Score -957278.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -957277.000000 Penalty: 4610.162109
	Iteration 65Q: 3 clusters Score -957277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -957280.750000 Penalty: 4610.162109
	Iteration 66Q: 3 clusters Score -957280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -957283.625000 Penalty: 4610.162109
	Iteration 67Q: 3 clusters Score -957283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -957287.312500 Penalty: 4610.162109
	Iteration 68Q: 3 clusters Score -957287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -957287.062500 Penalty: 4610.162109
	Iteration 69Q: 3 clusters Score -957287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -957287.562500 Penalty: 4610.162109
	Iteration 70Q: 3 clusters Score -957287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -957289.250000 Penalty: 4610.162109
	Iteration 71Q: 3 clusters Score -957289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -957290.312500 Penalty: 4610.162109
	Iteration 72Q: 3 clusters Score -957290.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -957290.312500 Penalty: 4610.162109
	Iteration 73F: 3 clusters Score -957290.3 nChanged 0
24->28 Clusters: Score -93622720.000000, best is -93631744.000000

Starting from 25 clusters...
--- Clustering full data set of 1051923 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 44093 members 
Mstep: Class 3 contains 44111 members 
Mstep: Class 4 contains 43681 members 
Mstep: Class 5 contains 44061 members 
Mstep: Class 6 contains 43934 members 
Mstep: Class 7 contains 43907 members 
Mstep: Class 8 contains 43551 members 
Mstep: Class 9 contains 43817 members 
Mstep: Class 10 contains 43988 members 
Mstep: Class 11 contains 44319 members 
Mstep: Class 12 contains 44047 members 
Mstep: Class 13 contains 43553 members 
Mstep: Class 14 contains 43676 members 
Mstep: Class 15 contains 43591 members 
Mstep: Class 16 contains 44097 members 
Mstep: Class 17 contains 43691 members 
Mstep: Class 18 contains 43670 members 
Mstep: Class 19 contains 43978 members 
Mstep: Class 20 contains 43461 members 
Mstep: Class 21 contains 43706 members 
Mstep: Class 22 contains 43931 members 
Mstep: Class 23 contains 43712 members 
Mstep: Class 24 contains 43695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 363.971130 but Gain 3438.796875
Score: -87317456.000000 Penalty: 79092.414062
Iteration 0F: 24 clusters Score -8.731746e+07 nChanged 1004209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6432 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 35102 members 
Mstep: Class 3 contains 9080 members 
Mstep: Class 4 contains 31952 members 
Mstep: Class 5 contains 95199 members 
Mstep: Class 6 contains 53450 members 
Mstep: Class 7 contains 18842 members 
Mstep: Class 8 contains 66329 members 
Mstep: Class 9 contains 19291 members 
Mstep: Class 10 contains 60567 members 
Mstep: Class 11 contains 54737 members 
Mstep: Class 12 contains 26600 members 
Mstep: Class 14 contains 29076 members 
Mstep: Class 15 contains 115311 members 
Mstep: Class 16 contains 22261 members 
Mstep: Class 17 contains 68695 members 
Mstep: Class 18 contains 46306 members 
Mstep: Class 19 contains 89275 members 
Mstep: Class 20 contains 11969 members 
Mstep: Class 21 contains 10199 members 
Mstep: Class 22 contains 96843 members 
Mstep: Class 23 contains 35244 members 
Mstep: Class 24 contains 20001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826656.000000 Penalty: 79092.414062
Iteration 1F: 24 clusters Score -9.082666e+07 nChanged 367547
Entering Unmasked Mstep 
Mstep: Class 0 contains 6130 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 23316 members 
Mstep: Class 3 contains 9915 members 
Mstep: Class 4 contains 28393 members 
Mstep: Class 5 contains 125889 members 
Mstep: Class 6 contains 40873 members 
Mstep: Class 7 contains 11413 members 
Mstep: Class 8 contains 63703 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 46947 members 
Mstep: Class 11 contains 71407 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 14 contains 20112 members 
Mstep: Class 15 contains 123630 members 
Mstep: Class 16 contains 26560 members 
Mstep: Class 17 contains 85071 members 
Mstep: Class 18 contains 33618 members 
Mstep: Class 19 contains 79485 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 3792 members 
Mstep: Class 22 contains 133270 members 
Mstep: Class 23 contains 44212 members 
Mstep: Class 24 contains 14236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -91610112.000000 Penalty: 79092.414062
Iteration 2F: 24 clusters Score -9.161011e+07 nChanged 310322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3419 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 16520 members 
Mstep: Class 3 contains 12143 members 
Mstep: Class 4 contains 22124 members 
Mstep: Class 5 contains 175244 members 
Mstep: Class 6 contains 27675 members 
Mstep: Class 7 contains 7328 members 
Mstep: Class 8 contains 53225 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 30461 members 
Mstep: Class 11 contains 71945 members 
Mstep: Class 12 contains 23961 members 
Mstep: Class 14 contains 12153 members 
Mstep: Class 15 contains 124342 members 
Mstep: Class 16 contains 39360 members 
Mstep: Class 17 contains 97863 members 
Mstep: Class 18 contains 23078 members 
Mstep: Class 19 contains 62220 members 
Mstep: Class 20 contains 5192 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 172064 members 
Mstep: Class 23 contains 47156 members 
Mstep: Class 24 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2968.155029 but Gain 3438.804688
Score: -92240592.000000 Penalty: 75653.609375
Iteration 3F: 23 clusters Score -9.224059e+07 nChanged 241894
Entering Unmasked Mstep 
Mstep: Class 0 contains 1002 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 14672 members 
Mstep: Class 3 contains 12969 members 
Mstep: Class 4 contains 15709 members 
Mstep: Class 5 contains 227805 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 7 contains 4991 members 
Mstep: Class 8 contains 38863 members 
Mstep: Class 9 contains 3752 members 
Mstep: Class 10 contains 19298 members 
Mstep: Class 11 contains 59970 members 
Mstep: Class 12 contains 15603 members 
Mstep: Class 14 contains 6962 members 
Mstep: Class 15 contains 122751 members 
Mstep: Class 16 contains 50968 members 
Mstep: Class 17 contains 101631 members 
Mstep: Class 18 contains 18667 members 
Mstep: Class 19 contains 55617 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 208377 members 
Mstep: Class 23 contains 42812 members 
Mstep: Class 24 contains 6289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92599480.000000 Penalty: 75653.609375
Iteration 4F: 23 clusters Score -9.259948e+07 nChanged 182790
Entering Unmasked Mstep 
Mstep: Class 0 contains 500 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 14718 members 
Mstep: Class 3 contains 12177 members 
Mstep: Class 4 contains 11118 members 
Mstep: Class 5 contains 270601 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 25485 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 48165 members 
Mstep: Class 12 contains 7899 members 
Mstep: Class 14 contains 4025 members 
Mstep: Class 15 contains 116844 members 
Mstep: Class 16 contains 58221 members 
Mstep: Class 17 contains 92492 members 
Mstep: Class 18 contains 17179 members 
Mstep: Class 19 contains 54847 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 239935 members 
Mstep: Class 23 contains 38823 members 
Mstep: Class 24 contains 4647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2755.109131 but Gain 3438.796875
Score: -92803048.000000 Penalty: 72214.812500
Iteration 5F: 22 clusters Score -9.280305e+07 nChanged 153011
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 15638 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 9147 members 
Mstep: Class 5 contains 299996 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 15419 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 42196 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 15 contains 106454 members 
Mstep: Class 16 contains 61781 members 
Mstep: Class 17 contains 73928 members 
Mstep: Class 18 contains 16687 members 
Mstep: Class 19 contains 57377 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 266598 members 
Mstep: Class 23 contains 42843 members 
Mstep: Class 24 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1300.174561 but Gain 3438.804688
Score: -92991696.000000 Penalty: 68776.007812
Iteration 6F: 21 clusters Score -9.29917e+07 nChanged 136152
Entering Unmasked Mstep 
Mstep: Class 0 contains 408 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16447 members 
Mstep: Class 3 contains 8574 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 311198 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 8734 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 39163 members 
Mstep: Class 15 contains 92045 members 
Mstep: Class 16 contains 62483 members 
Mstep: Class 17 contains 53933 members 
Mstep: Class 18 contains 15918 members 
Mstep: Class 19 contains 61383 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 291096 members 
Mstep: Class 23 contains 55835 members 
Mstep: Class 24 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93174320.000000 Penalty: 68776.007812
Iteration 7F: 21 clusters Score -9.317432e+07 nChanged 113769
Entering Unmasked Mstep 
Mstep: Class 0 contains 391 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16853 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 10560 members 
Mstep: Class 5 contains 302619 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 37734 members 
Mstep: Class 15 contains 77025 members 
Mstep: Class 16 contains 61827 members 
Mstep: Class 17 contains 39310 members 
Mstep: Class 18 contains 15347 members 
Mstep: Class 19 contains 66771 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 320668 members 
Mstep: Class 23 contains 67285 members 
Mstep: Class 24 contains 4329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3110.369141 but Gain 3438.800781
Score: -93294752.000000 Penalty: 65337.207031
Iteration 8F: 20 clusters Score -9.329475e+07 nChanged 86899
Entering Unmasked Mstep 
Mstep: Class 0 contains 377 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16968 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 287203 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 4923 members 
Mstep: Class 8 contains 3285 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 11 contains 37244 members 
Mstep: Class 15 contains 63976 members 
Mstep: Class 16 contains 60363 members 
Mstep: Class 17 contains 36285 members 
Mstep: Class 18 contains 15126 members 
Mstep: Class 19 contains 73296 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 343705 members 
Mstep: Class 23 contains 76116 members 
Mstep: Class 24 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2618.398926 but Gain 3438.800781
Score: -93367608.000000 Penalty: 61898.406250
Iteration 9F: 19 clusters Score -9.336761e+07 nChanged 65324
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 16760 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 12641 members 
Mstep: Class 5 contains 268375 members 
Mstep: Class 6 contains 3906 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 11 contains 36930 members 
Mstep: Class 15 contains 53116 members 
Mstep: Class 16 contains 58120 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 14960 members 
Mstep: Class 19 contains 79152 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 360289 members 
Mstep: Class 23 contains 82860 members 
Mstep: Class 24 contains 5852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93411480.000000 Penalty: 61898.406250
Iteration 10F: 19 clusters Score -9.341148e+07 nChanged 51089
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16236 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 13304 members 
Mstep: Class 5 contains 248383 members 
Mstep: Class 6 contains 4205 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 11 contains 36830 members 
Mstep: Class 15 contains 44422 members 
Mstep: Class 16 contains 55339 members 
Mstep: Class 17 contains 48293 members 
Mstep: Class 18 contains 14415 members 
Mstep: Class 19 contains 84982 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 373869 members 
Mstep: Class 23 contains 87970 members 
Mstep: Class 24 contains 6758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93439464.000000 Penalty: 61898.406250
Iteration 11Q: 19 clusters Score -9.343946e+07 nChanged 42087
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 15609 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 13901 members 
Mstep: Class 5 contains 229629 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 5965 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 11 contains 36787 members 
Mstep: Class 15 contains 37927 members 
Mstep: Class 16 contains 52266 members 
Mstep: Class 17 contains 54344 members 
Mstep: Class 18 contains 13865 members 
Mstep: Class 19 contains 90934 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 385598 members 
Mstep: Class 23 contains 92164 members 
Mstep: Class 24 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93460168.000000 Penalty: 61898.406250
Iteration 12Q: 19 clusters Score -9.346017e+07 nChanged 35589
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 14796 members 
Mstep: Class 3 contains 2782 members 
Mstep: Class 4 contains 14496 members 
Mstep: Class 5 contains 212453 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 6250 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 11 contains 36765 members 
Mstep: Class 15 contains 33185 members 
Mstep: Class 16 contains 49105 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 13250 members 
Mstep: Class 19 contains 96978 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 395644 members 
Mstep: Class 23 contains 95818 members 
Mstep: Class 24 contains 8336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93475616.000000 Penalty: 61898.406250
Iteration 13Q: 19 clusters Score -9.347562e+07 nChanged 31026
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 4 contains 15083 members 
Mstep: Class 5 contains 197112 members 
Mstep: Class 6 contains 4575 members 
Mstep: Class 7 contains 6542 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 11 contains 36727 members 
Mstep: Class 15 contains 29662 members 
Mstep: Class 16 contains 45828 members 
Mstep: Class 17 contains 63803 members 
Mstep: Class 18 contains 12660 members 
Mstep: Class 19 contains 103257 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 404103 members 
Mstep: Class 23 contains 99083 members 
Mstep: Class 24 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93486752.000000 Penalty: 61898.406250
Iteration 14Q: 19 clusters Score -9.348675e+07 nChanged 27028
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12719 members 
Mstep: Class 3 contains 2671 members 
Mstep: Class 4 contains 15723 members 
Mstep: Class 5 contains 183640 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 6995 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 11 contains 36685 members 
Mstep: Class 15 contains 26924 members 
Mstep: Class 16 contains 42538 members 
Mstep: Class 17 contains 67227 members 
Mstep: Class 18 contains 12095 members 
Mstep: Class 19 contains 109469 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 411055 members 
Mstep: Class 23 contains 102009 members 
Mstep: Class 24 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93497000.000000 Penalty: 61898.406250
Iteration 15Q: 19 clusters Score -9.3497e+07 nChanged 24330
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11587 members 
Mstep: Class 3 contains 2647 members 
Mstep: Class 4 contains 16422 members 
Mstep: Class 5 contains 171441 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 7588 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 11 contains 36618 members 
Mstep: Class 15 contains 24852 members 
Mstep: Class 16 contains 39214 members 
Mstep: Class 17 contains 69925 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 115654 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 416878 members 
Mstep: Class 23 contains 104753 members 
Mstep: Class 24 contains 10259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93505128.000000 Penalty: 61898.406250
Iteration 16Q: 19 clusters Score -9.350513e+07 nChanged 22027
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10365 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 17205 members 
Mstep: Class 5 contains 160696 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 8395 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 11 contains 36553 members 
Mstep: Class 15 contains 23191 members 
Mstep: Class 16 contains 35927 members 
Mstep: Class 17 contains 72023 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 121705 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 421623 members 
Mstep: Class 23 contains 107215 members 
Mstep: Class 24 contains 10846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93512968.000000 Penalty: 61898.406250
Iteration 17Q: 19 clusters Score -9.351297e+07 nChanged 20041
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9147 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 17967 members 
Mstep: Class 5 contains 151142 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 15 contains 21855 members 
Mstep: Class 16 contains 32861 members 
Mstep: Class 17 contains 73658 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 127480 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 425495 members 
Mstep: Class 23 contains 109486 members 
Mstep: Class 24 contains 11417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93519752.000000 Penalty: 61898.406250
Iteration 18Q: 19 clusters Score -9.351975e+07 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 2570 members 
Mstep: Class 4 contains 18655 members 
Mstep: Class 5 contains 142597 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 10246 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 11 contains 36440 members 
Mstep: Class 15 contains 20833 members 
Mstep: Class 16 contains 30060 members 
Mstep: Class 17 contains 74845 members 
Mstep: Class 18 contains 10569 members 
Mstep: Class 19 contains 132700 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 428795 members 
Mstep: Class 23 contains 111646 members 
Mstep: Class 24 contains 11956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93525216.000000 Penalty: 61898.406250
Iteration 19Q: 19 clusters Score -9.352522e+07 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 19328 members 
Mstep: Class 5 contains 134875 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 11146 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 11 contains 36397 members 
Mstep: Class 15 contains 20038 members 
Mstep: Class 16 contains 27722 members 
Mstep: Class 17 contains 75624 members 
Mstep: Class 18 contains 10353 members 
Mstep: Class 19 contains 137281 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 431594 members 
Mstep: Class 23 contains 113768 members 
Mstep: Class 24 contains 12488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93531696.000000 Penalty: 61898.406250
Iteration 20F: 19 clusters Score -9.35317e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6232 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 127803 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 12048 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 11 contains 36345 members 
Mstep: Class 15 contains 19339 members 
Mstep: Class 16 contains 25702 members 
Mstep: Class 17 contains 76115 members 
Mstep: Class 18 contains 10215 members 
Mstep: Class 19 contains 141412 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 433975 members 
Mstep: Class 23 contains 115814 members 
Mstep: Class 24 contains 12995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93538320.000000 Penalty: 61898.406250
Iteration 21Q: 19 clusters Score -9.353832e+07 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 20702 members 
Mstep: Class 5 contains 121166 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 12919 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 11 contains 36276 members 
Mstep: Class 15 contains 18987 members 
Mstep: Class 16 contains 24159 members 
Mstep: Class 17 contains 76402 members 
Mstep: Class 18 contains 10101 members 
Mstep: Class 19 contains 144927 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 436140 members 
Mstep: Class 23 contains 117801 members 
Mstep: Class 24 contains 13532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93543568.000000 Penalty: 61898.406250
Iteration 22Q: 19 clusters Score -9.354357e+07 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 21255 members 
Mstep: Class 5 contains 114917 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 13740 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 11 contains 36198 members 
Mstep: Class 15 contains 18823 members 
Mstep: Class 16 contains 23131 members 
Mstep: Class 17 contains 76521 members 
Mstep: Class 18 contains 10023 members 
Mstep: Class 19 contains 147914 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 437988 members 
Mstep: Class 23 contains 119701 members 
Mstep: Class 24 contains 14109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93548736.000000 Penalty: 61898.406250
Iteration 23Q: 19 clusters Score -9.354874e+07 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4612 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 21633 members 
Mstep: Class 5 contains 108961 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 14515 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 11 contains 36149 members 
Mstep: Class 15 contains 18903 members 
Mstep: Class 16 contains 22449 members 
Mstep: Class 17 contains 76410 members 
Mstep: Class 18 contains 9917 members 
Mstep: Class 19 contains 150537 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 439520 members 
Mstep: Class 23 contains 121671 members 
Mstep: Class 24 contains 14704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93553448.000000 Penalty: 61898.406250
Iteration 24Q: 19 clusters Score -9.355345e+07 nChanged 12200
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 21935 members 
Mstep: Class 5 contains 103440 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 15284 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 11 contains 36097 members 
Mstep: Class 15 contains 19090 members 
Mstep: Class 16 contains 21967 members 
Mstep: Class 17 contains 76235 members 
Mstep: Class 18 contains 9846 members 
Mstep: Class 19 contains 152730 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 440764 members 
Mstep: Class 23 contains 123514 members 
Mstep: Class 24 contains 15360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93557280.000000 Penalty: 61898.406250
Iteration 25Q: 19 clusters Score -9.355728e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4052 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 22188 members 
Mstep: Class 5 contains 98277 members 
Mstep: Class 6 contains 742 members 
Mstep: Class 7 contains 16021 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 11 contains 36052 members 
Mstep: Class 15 contains 19298 members 
Mstep: Class 16 contains 21499 members 
Mstep: Class 17 contains 75993 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 19 contains 154572 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 441710 members 
Mstep: Class 23 contains 125397 members 
Mstep: Class 24 contains 16102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93560840.000000 Penalty: 61898.406250
Iteration 26Q: 19 clusters Score -9.356084e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 22367 members 
Mstep: Class 5 contains 93391 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 16747 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 11 contains 35983 members 
Mstep: Class 15 contains 19465 members 
Mstep: Class 16 contains 21044 members 
Mstep: Class 17 contains 75803 members 
Mstep: Class 18 contains 9799 members 
Mstep: Class 19 contains 156267 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 442412 members 
Mstep: Class 23 contains 127174 members 
Mstep: Class 24 contains 16894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93564968.000000 Penalty: 61898.406250
Iteration 27Q: 19 clusters Score -9.356497e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3733 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 22523 members 
Mstep: Class 5 contains 88596 members 
Mstep: Class 6 contains 422 members 
Mstep: Class 7 contains 17484 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35930 members 
Mstep: Class 15 contains 19567 members 
Mstep: Class 16 contains 20575 members 
Mstep: Class 17 contains 75763 members 
Mstep: Class 18 contains 9776 members 
Mstep: Class 19 contains 157761 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 442951 members 
Mstep: Class 23 contains 128948 members 
Mstep: Class 24 contains 17740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93568272.000000 Penalty: 61898.406250
Iteration 28Q: 19 clusters Score -9.356827e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3659 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 22709 members 
Mstep: Class 5 contains 83938 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 18177 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35881 members 
Mstep: Class 15 contains 19614 members 
Mstep: Class 16 contains 20128 members 
Mstep: Class 17 contains 75989 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 159037 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443306 members 
Mstep: Class 23 contains 130587 members 
Mstep: Class 24 contains 18616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93571136.000000 Penalty: 61898.406250
Iteration 29Q: 19 clusters Score -9.357114e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 22921 members 
Mstep: Class 5 contains 79540 members 
Mstep: Class 6 contains 370 members 
Mstep: Class 7 contains 18829 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35828 members 
Mstep: Class 15 contains 19637 members 
Mstep: Class 16 contains 19741 members 
Mstep: Class 17 contains 76433 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 160004 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 443554 members 
Mstep: Class 23 contains 132145 members 
Mstep: Class 24 contains 19464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93573312.000000 Penalty: 61898.406250
Iteration 30Q: 19 clusters Score -9.357331e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 23188 members 
Mstep: Class 5 contains 75323 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 19415 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35783 members 
Mstep: Class 15 contains 19642 members 
Mstep: Class 16 contains 19439 members 
Mstep: Class 17 contains 77079 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 160825 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 443674 members 
Mstep: Class 23 contains 133550 members 
Mstep: Class 24 contains 20260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93575824.000000 Penalty: 61898.406250
Iteration 31Q: 19 clusters Score -9.357582e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3485 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 23422 members 
Mstep: Class 5 contains 71312 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 19988 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35734 members 
Mstep: Class 15 contains 19614 members 
Mstep: Class 16 contains 19192 members 
Mstep: Class 17 contains 77880 members 
Mstep: Class 18 contains 9820 members 
Mstep: Class 19 contains 161609 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 443732 members 
Mstep: Class 23 contains 134740 members 
Mstep: Class 24 contains 20973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93578016.000000 Penalty: 61898.406250
Iteration 32Q: 19 clusters Score -9.357802e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 23663 members 
Mstep: Class 5 contains 67486 members 
Mstep: Class 6 contains 372 members 
Mstep: Class 7 contains 20499 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 11 contains 35685 members 
Mstep: Class 15 contains 19580 members 
Mstep: Class 16 contains 18990 members 
Mstep: Class 17 contains 78839 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 162331 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 443728 members 
Mstep: Class 23 contains 135776 members 
Mstep: Class 24 contains 21606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93580208.000000 Penalty: 61898.406250
Iteration 33Q: 19 clusters Score -9.358021e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3536 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 23901 members 
Mstep: Class 5 contains 64000 members 
Mstep: Class 6 contains 378 members 
Mstep: Class 7 contains 20909 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35652 members 
Mstep: Class 15 contains 19569 members 
Mstep: Class 16 contains 18822 members 
Mstep: Class 17 contains 79861 members 
Mstep: Class 18 contains 9867 members 
Mstep: Class 19 contains 162956 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 443670 members 
Mstep: Class 23 contains 136630 members 
Mstep: Class 24 contains 22152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93581896.000000 Penalty: 61898.406250
Iteration 34Q: 19 clusters Score -9.35819e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3619 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 24140 members 
Mstep: Class 5 contains 60821 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 21217 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35616 members 
Mstep: Class 15 contains 19552 members 
Mstep: Class 16 contains 18677 members 
Mstep: Class 17 contains 80859 members 
Mstep: Class 18 contains 9908 members 
Mstep: Class 19 contains 163532 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 443602 members 
Mstep: Class 23 contains 137337 members 
Mstep: Class 24 contains 22656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93583176.000000 Penalty: 61898.406250
Iteration 35Q: 19 clusters Score -9.358318e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 24409 members 
Mstep: Class 5 contains 57943 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 21511 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35587 members 
Mstep: Class 15 contains 19534 members 
Mstep: Class 16 contains 18535 members 
Mstep: Class 17 contains 81843 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 164099 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443516 members 
Mstep: Class 23 contains 137859 members 
Mstep: Class 24 contains 23059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93584160.000000 Penalty: 61898.406250
Iteration 36Q: 19 clusters Score -9.358416e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 2088 members 
Mstep: Class 4 contains 24654 members 
Mstep: Class 5 contains 55371 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 21765 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35556 members 
Mstep: Class 15 contains 19506 members 
Mstep: Class 16 contains 18440 members 
Mstep: Class 17 contains 82757 members 
Mstep: Class 18 contains 10001 members 
Mstep: Class 19 contains 164600 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443420 members 
Mstep: Class 23 contains 138314 members 
Mstep: Class 24 contains 23362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93584816.000000 Penalty: 61898.406250
Iteration 37Q: 19 clusters Score -9.358482e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 24944 members 
Mstep: Class 5 contains 52982 members 
Mstep: Class 6 contains 396 members 
Mstep: Class 7 contains 22018 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35516 members 
Mstep: Class 15 contains 19465 members 
Mstep: Class 16 contains 18358 members 
Mstep: Class 17 contains 83602 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 165065 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443328 members 
Mstep: Class 23 contains 138685 members 
Mstep: Class 24 contains 23621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93585624.000000 Penalty: 61898.406250
Iteration 38Q: 19 clusters Score -9.358562e+07 nChanged 3521
Entering ConstructFrom: 
Score: -93585624.000000 Penalty: 61898.406250
Entering ConstructFrom: 
Trying to split cluster 1 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -269880.000000 Penalty: 2023.312012
	Iteration 0F: 2 clusters Score -269880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -266448.656250 Penalty: 4046.624023
	Iteration 0F: 3 clusters Score -266448.7 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -268367.218750 Penalty: 4046.624023
	Iteration 1F: 3 clusters Score -268367.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -270202.562500 Penalty: 4046.624023
	Iteration 2F: 3 clusters Score -270202.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -272475.968750 Penalty: 4046.624023
	Iteration 3F: 3 clusters Score -272476 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -274441.812500 Penalty: 4046.624023
	Iteration 4F: 3 clusters Score -274441.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -275185.593750 Penalty: 4046.624023
	Iteration 5F: 3 clusters Score -275185.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -275385.125000 Penalty: 4046.624023
	Iteration 6Q: 3 clusters Score -275385.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -275460.000000 Penalty: 4046.624023
	Iteration 7Q: 3 clusters Score -275460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -275524.687500 Penalty: 4046.624023
	Iteration 8Q: 3 clusters Score -275524.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -275566.656250 Penalty: 4046.624023
	Iteration 9Q: 3 clusters Score -275566.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -275605.437500 Penalty: 4046.624023
	Iteration 10Q: 3 clusters Score -275605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -275631.656250 Penalty: 4046.624023
	Iteration 11Q: 3 clusters Score -275631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -275668.718750 Penalty: 4046.624023
	Iteration 12Q: 3 clusters Score -275668.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -275680.156250 Penalty: 4046.624023
	Iteration 13Q: 3 clusters Score -275680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -275686.093750 Penalty: 4046.624023
	Iteration 14Q: 3 clusters Score -275686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -275687.875000 Penalty: 4046.624023
	Iteration 15Q: 3 clusters Score -275687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -275689.031250 Penalty: 4046.624023
	Iteration 16Q: 3 clusters Score -275689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -275689.625000 Penalty: 4046.624023
	Iteration 17Q: 3 clusters Score -275689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -275689.625000 Penalty: 4046.624023
	Iteration 18F: 3 clusters Score -275689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 22245 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 165454 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443245 members 
Mstep: Class 23 contains 138991 members 
Mstep: Class 24 contains 23814 members 
Entering Unmasked Estep 
Score: -93589928.000000 Penalty: 65337.207031
Splitting cluster 1 changes total score from -93585624.000000 to -93589928.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -373911.718750 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -373911.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -369973.250000 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -369973.2 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -370772.531250 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -370772.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -370931.031250 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -370931 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -371030.000000 Penalty: 4115.828613
	Iteration 3Q: 3 clusters Score -371030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -371101.875000 Penalty: 4115.828613
	Iteration 4Q: 3 clusters Score -371101.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -371156.937500 Penalty: 4115.828613
	Iteration 5Q: 3 clusters Score -371156.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -371193.531250 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -371193.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -371228.812500 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -371228.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -371259.937500 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -371259.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -371290.156250 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -371290.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -371316.468750 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -371316.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -371339.125000 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -371339.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -371360.093750 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -371360.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -371373.531250 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -371373.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -371385.531250 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -371385.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -371399.937500 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -371399.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -371414.031250 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -371414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -371430.843750 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -371430.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -371445.218750 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -371445.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -371455.781250 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -371455.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -371459.968750 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -371460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -371467.562500 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -371467.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -371470.031250 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -371470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -371473.218750 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -371473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -371477.187500 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -371477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -371480.250000 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -371480.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -371485.125000 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -371485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -371490.281250 Penalty: 4115.828613
	Iteration 27Q: 3 clusters Score -371490.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -371496.687500 Penalty: 4115.828613
	Iteration 28Q: 3 clusters Score -371496.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -371502.500000 Penalty: 4115.828613
	Iteration 29Q: 3 clusters Score -371502.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -371508.687500 Penalty: 4115.828613
	Iteration 30Q: 3 clusters Score -371508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -371513.187500 Penalty: 4115.828613
	Iteration 31Q: 3 clusters Score -371513.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -371518.593750 Penalty: 4115.828613
	Iteration 32Q: 3 clusters Score -371518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -371521.750000 Penalty: 4115.828613
	Iteration 33Q: 3 clusters Score -371521.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -371525.968750 Penalty: 4115.828613
	Iteration 34Q: 3 clusters Score -371526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -371526.656250 Penalty: 4115.828613
	Iteration 35Q: 3 clusters Score -371526.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -371529.250000 Penalty: 4115.828613
	Iteration 36Q: 3 clusters Score -371529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -371530.906250 Penalty: 4115.828613
	Iteration 37Q: 3 clusters Score -371530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -371532.750000 Penalty: 4115.828613
	Iteration 38Q: 3 clusters Score -371532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -371535.562500 Penalty: 4115.828613
	Iteration 39Q: 3 clusters Score -371535.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -371539.937500 Penalty: 4115.828613
	Iteration 40F: 3 clusters Score -371539.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -371544.281250 Penalty: 4115.828613
	Iteration 41Q: 3 clusters Score -371544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -371547.750000 Penalty: 4115.828613
	Iteration 42Q: 3 clusters Score -371547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -371552.875000 Penalty: 4115.828613
	Iteration 43Q: 3 clusters Score -371552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -371557.906250 Penalty: 4115.828613
	Iteration 44Q: 3 clusters Score -371557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -371561.343750 Penalty: 4115.828613
	Iteration 45Q: 3 clusters Score -371561.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -371565.968750 Penalty: 4115.828613
	Iteration 46Q: 3 clusters Score -371566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -371571.875000 Penalty: 4115.828613
	Iteration 47Q: 3 clusters Score -371571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -371574.906250 Penalty: 4115.828613
	Iteration 48Q: 3 clusters Score -371574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -371575.968750 Penalty: 4115.828613
	Iteration 49Q: 3 clusters Score -371576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -371577.937500 Penalty: 4115.828613
	Iteration 50Q: 3 clusters Score -371577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -371579.781250 Penalty: 4115.828613
	Iteration 51Q: 3 clusters Score -371579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -371584.781250 Penalty: 4115.828613
	Iteration 52Q: 3 clusters Score -371584.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -371589.156250 Penalty: 4115.828613
	Iteration 53Q: 3 clusters Score -371589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -371591.781250 Penalty: 4115.828613
	Iteration 54Q: 3 clusters Score -371591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -371592.687500 Penalty: 4115.828613
	Iteration 55Q: 3 clusters Score -371592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -371594.718750 Penalty: 4115.828613
	Iteration 56Q: 3 clusters Score -371594.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -371596.843750 Penalty: 4115.828613
	Iteration 57Q: 3 clusters Score -371596.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -371599.125000 Penalty: 4115.828613
	Iteration 58Q: 3 clusters Score -371599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -371601.218750 Penalty: 4115.828613
	Iteration 59Q: 3 clusters Score -371601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -371602.093750 Penalty: 4115.828613
	Iteration 60F: 3 clusters Score -371602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -371603.625000 Penalty: 4115.828613
	Iteration 61Q: 3 clusters Score -371603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -371606.343750 Penalty: 4115.828613
	Iteration 62Q: 3 clusters Score -371606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -371607.718750 Penalty: 4115.828613
	Iteration 63Q: 3 clusters Score -371607.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -371608.906250 Penalty: 4115.828613
	Iteration 64Q: 3 clusters Score -371608.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -371612.875000 Penalty: 4115.828613
	Iteration 65Q: 3 clusters Score -371612.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -371618.218750 Penalty: 4115.828613
	Iteration 66Q: 3 clusters Score -371618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -371623.343750 Penalty: 4115.828613
	Iteration 67Q: 3 clusters Score -371623.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -371630.250000 Penalty: 4115.828613
	Iteration 68Q: 3 clusters Score -371630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -371634.406250 Penalty: 4115.828613
	Iteration 69Q: 3 clusters Score -371634.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -371641.031250 Penalty: 4115.828613
	Iteration 70Q: 3 clusters Score -371641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -371648.281250 Penalty: 4115.828613
	Iteration 71Q: 3 clusters Score -371648.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -371658.281250 Penalty: 4115.828613
	Iteration 72Q: 3 clusters Score -371658.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -371667.781250 Penalty: 4115.828613
	Iteration 73Q: 3 clusters Score -371667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -371675.531250 Penalty: 4115.828613
	Iteration 74Q: 3 clusters Score -371675.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -371685.718750 Penalty: 4115.828613
	Iteration 75Q: 3 clusters Score -371685.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -371698.781250 Penalty: 4115.828613
	Iteration 76Q: 3 clusters Score -371698.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -371712.312500 Penalty: 4115.828613
	Iteration 77Q: 3 clusters Score -371712.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -371724.750000 Penalty: 4115.828613
	Iteration 78Q: 3 clusters Score -371724.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -371736.968750 Penalty: 4115.828613
	Iteration 79Q: 3 clusters Score -371737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -371748.718750 Penalty: 4115.828613
	Iteration 80F: 3 clusters Score -371748.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -371761.375000 Penalty: 4115.828613
	Iteration 81Q: 3 clusters Score -371761.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -371772.812500 Penalty: 4115.828613
	Iteration 82Q: 3 clusters Score -371772.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -371784.187500 Penalty: 4115.828613
	Iteration 83Q: 3 clusters Score -371784.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -371798.000000 Penalty: 4115.828613
	Iteration 84Q: 3 clusters Score -371798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -371815.812500 Penalty: 4115.828613
	Iteration 85Q: 3 clusters Score -371815.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -371831.468750 Penalty: 4115.828613
	Iteration 86Q: 3 clusters Score -371831.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -371847.250000 Penalty: 4115.828613
	Iteration 87Q: 3 clusters Score -371847.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -371864.906250 Penalty: 4115.828613
	Iteration 88Q: 3 clusters Score -371864.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -371884.906250 Penalty: 4115.828613
	Iteration 89Q: 3 clusters Score -371884.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -371909.812500 Penalty: 4115.828613
	Iteration 90Q: 3 clusters Score -371909.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -371930.000000 Penalty: 4115.828613
	Iteration 91Q: 3 clusters Score -371930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -371946.062500 Penalty: 4115.828613
	Iteration 92Q: 3 clusters Score -371946.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -371958.562500 Penalty: 4115.828613
	Iteration 93Q: 3 clusters Score -371958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -371964.250000 Penalty: 4115.828613
	Iteration 94Q: 3 clusters Score -371964.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -371969.187500 Penalty: 4115.828613
	Iteration 95Q: 3 clusters Score -371969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -371969.250000 Penalty: 4115.828613
	Iteration 96Q: 3 clusters Score -371969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -371970.218750 Penalty: 4115.828613
	Iteration 97Q: 3 clusters Score -371970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -371970.218750 Penalty: 4115.828613
	Iteration 98F: 3 clusters Score -371970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -180340.828125 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -180340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -177737.234375 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -177737.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -178331.734375 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -178331.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -178923.000000 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -178923 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -179692.500000 Penalty: 3790.454102
	Iteration 3F: 3 clusters Score -179692.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -180562.984375 Penalty: 3790.454102
	Iteration 4F: 3 clusters Score -180563 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -180907.546875 Penalty: 3790.454102
	Iteration 5F: 3 clusters Score -180907.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -181045.187500 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -181045.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -181105.500000 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -181105.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -181144.671875 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -181144.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -181163.359375 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -181163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -181172.281250 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -181172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -181182.765625 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -181182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -181186.781250 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -181186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -181192.968750 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -181193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -181194.453125 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -181194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -181194.453125 Penalty: 3790.454102
	Iteration 15F: 3 clusters Score -181194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 22245 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 165454 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443245 members 
Mstep: Class 23 contains 138991 members 
Mstep: Class 24 contains 23814 members 
Entering Unmasked Estep 
Score: -93589120.000000 Penalty: 68776.007812
Splitting cluster 3 changes total score from -93585624.000000 to -93589120.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (25216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Entering Unmasked Estep 
Score: -2307917.000000 Penalty: 2513.538086
	Iteration 0F: 2 clusters Score -2307917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2290476.500000 Penalty: 5027.076172
	Iteration 0F: 3 clusters Score -2290476 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2296830.500000 Penalty: 5027.076172
	Iteration 1F: 3 clusters Score -2296830 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2297615.000000 Penalty: 5027.076172
	Iteration 2F: 3 clusters Score -2297615 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2298515.500000 Penalty: 5027.076172
	Iteration 3F: 3 clusters Score -2298516 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2299459.000000 Penalty: 5027.076172
	Iteration 4F: 3 clusters Score -2299459 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2300545.000000 Penalty: 5027.076172
	Iteration 5F: 3 clusters Score -2300545 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2301677.250000 Penalty: 5027.076172
	Iteration 6F: 3 clusters Score -2301677 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2302633.000000 Penalty: 5027.076172
	Iteration 7F: 3 clusters Score -2302633 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2303340.500000 Penalty: 5027.076172
	Iteration 8Q: 3 clusters Score -2303340 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2303778.750000 Penalty: 5027.076172
	Iteration 9Q: 3 clusters Score -2303779 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2304043.000000 Penalty: 5027.076172
	Iteration 10Q: 3 clusters Score -2304043 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2304203.500000 Penalty: 5027.076172
	Iteration 11Q: 3 clusters Score -2304204 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2304299.750000 Penalty: 5027.076172
	Iteration 12Q: 3 clusters Score -2304300 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2304359.750000 Penalty: 5027.076172
	Iteration 13Q: 3 clusters Score -2304360 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2304386.500000 Penalty: 5027.076172
	Iteration 14Q: 3 clusters Score -2304386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2304412.000000 Penalty: 5027.076172
	Iteration 15Q: 3 clusters Score -2304412 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2304418.750000 Penalty: 5027.076172
	Iteration 16Q: 3 clusters Score -2304419 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2304440.500000 Penalty: 5027.076172
	Iteration 17Q: 3 clusters Score -2304440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2304455.750000 Penalty: 5027.076172
	Iteration 18Q: 3 clusters Score -2304456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2304477.000000 Penalty: 5027.076172
	Iteration 19Q: 3 clusters Score -2304477 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2304492.000000 Penalty: 5027.076172
	Iteration 20F: 3 clusters Score -2304492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2304503.500000 Penalty: 5027.076172
	Iteration 21Q: 3 clusters Score -2304504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2304519.250000 Penalty: 5027.076172
	Iteration 22Q: 3 clusters Score -2304519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2304529.000000 Penalty: 5027.076172
	Iteration 23Q: 3 clusters Score -2304529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2304527.750000 Penalty: 5027.076172
	Iteration 24Q: 3 clusters Score -2304528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2304534.500000 Penalty: 5027.076172
	Iteration 25Q: 3 clusters Score -2304534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2304548.500000 Penalty: 5027.076172
	Iteration 26Q: 3 clusters Score -2304548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2304557.000000 Penalty: 5027.076172
	Iteration 27Q: 3 clusters Score -2304557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2304565.500000 Penalty: 5027.076172
	Iteration 28Q: 3 clusters Score -2304566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2304579.000000 Penalty: 5027.076172
	Iteration 29Q: 3 clusters Score -2304579 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2304585.000000 Penalty: 5027.076172
	Iteration 30Q: 3 clusters Score -2304585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2304589.750000 Penalty: 5027.076172
	Iteration 31Q: 3 clusters Score -2304590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2304593.750000 Penalty: 5027.076172
	Iteration 32Q: 3 clusters Score -2304594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2304605.250000 Penalty: 5027.076172
	Iteration 33Q: 3 clusters Score -2304605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2304597.250000 Penalty: 5027.076172
	Iteration 34Q: 3 clusters Score -2304597 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2304600.500000 Penalty: 5027.076172
	Iteration 35Q: 3 clusters Score -2304600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2304607.500000 Penalty: 5027.076172
	Iteration 36Q: 3 clusters Score -2304608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2304622.000000 Penalty: 5027.076172
	Iteration 37Q: 3 clusters Score -2304622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2304626.500000 Penalty: 5027.076172
	Iteration 38Q: 3 clusters Score -2304626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2304634.750000 Penalty: 5027.076172
	Iteration 39Q: 3 clusters Score -2304635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2304645.250000 Penalty: 5027.076172
	Iteration 40F: 3 clusters Score -2304645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2304646.000000 Penalty: 5027.076172
	Iteration 41Q: 3 clusters Score -2304646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2304660.750000 Penalty: 5027.076172
	Iteration 42Q: 3 clusters Score -2304661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2304671.500000 Penalty: 5027.076172
	Iteration 43Q: 3 clusters Score -2304672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2304680.750000 Penalty: 5027.076172
	Iteration 44Q: 3 clusters Score -2304681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2304680.750000 Penalty: 5027.076172
	Iteration 45Q: 3 clusters Score -2304681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2304694.750000 Penalty: 5027.076172
	Iteration 46Q: 3 clusters Score -2304695 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2304702.750000 Penalty: 5027.076172
	Iteration 47Q: 3 clusters Score -2304703 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2304737.000000 Penalty: 5027.076172
	Iteration 48Q: 3 clusters Score -2304737 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2304745.750000 Penalty: 5027.076172
	Iteration 49Q: 3 clusters Score -2304746 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2304754.500000 Penalty: 5027.076172
	Iteration 50Q: 3 clusters Score -2304754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2304786.000000 Penalty: 5027.076172
	Iteration 51Q: 3 clusters Score -2304786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2304810.250000 Penalty: 5027.076172
	Iteration 52Q: 3 clusters Score -2304810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2304827.250000 Penalty: 5027.076172
	Iteration 53Q: 3 clusters Score -2304827 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2304854.750000 Penalty: 5027.076172
	Iteration 54Q: 3 clusters Score -2304855 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2304890.500000 Penalty: 5027.076172
	Iteration 55Q: 3 clusters Score -2304890 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2304920.750000 Penalty: 5027.076172
	Iteration 56Q: 3 clusters Score -2304921 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2304944.500000 Penalty: 5027.076172
	Iteration 57Q: 3 clusters Score -2304944 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2304968.750000 Penalty: 5027.076172
	Iteration 58Q: 3 clusters Score -2304969 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2304994.000000 Penalty: 5027.076172
	Iteration 59Q: 3 clusters Score -2304994 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2305016.250000 Penalty: 5027.076172
	Iteration 60F: 3 clusters Score -2305016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2305033.750000 Penalty: 5027.076172
	Iteration 61Q: 3 clusters Score -2305034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2305057.500000 Penalty: 5027.076172
	Iteration 62Q: 3 clusters Score -2305058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2305062.500000 Penalty: 5027.076172
	Iteration 63Q: 3 clusters Score -2305062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2305078.250000 Penalty: 5027.076172
	Iteration 64Q: 3 clusters Score -2305078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2305097.750000 Penalty: 5027.076172
	Iteration 65Q: 3 clusters Score -2305098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2305116.500000 Penalty: 5027.076172
	Iteration 66Q: 3 clusters Score -2305116 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2305138.250000 Penalty: 5027.076172
	Iteration 67Q: 3 clusters Score -2305138 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2305176.000000 Penalty: 5027.076172
	Iteration 68Q: 3 clusters Score -2305176 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2305198.000000 Penalty: 5027.076172
	Iteration 69Q: 3 clusters Score -2305198 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2305221.000000 Penalty: 5027.076172
	Iteration 70Q: 3 clusters Score -2305221 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2305256.750000 Penalty: 5027.076172
	Iteration 71Q: 3 clusters Score -2305257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2305279.500000 Penalty: 5027.076172
	Iteration 72Q: 3 clusters Score -2305280 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2305296.500000 Penalty: 5027.076172
	Iteration 73Q: 3 clusters Score -2305296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2305312.750000 Penalty: 5027.076172
	Iteration 74Q: 3 clusters Score -2305313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2305342.000000 Penalty: 5027.076172
	Iteration 75Q: 3 clusters Score -2305342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2305372.500000 Penalty: 5027.076172
	Iteration 76Q: 3 clusters Score -2305372 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2305399.000000 Penalty: 5027.076172
	Iteration 77Q: 3 clusters Score -2305399 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2305426.250000 Penalty: 5027.076172
	Iteration 78Q: 3 clusters Score -2305426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2305440.750000 Penalty: 5027.076172
	Iteration 79Q: 3 clusters Score -2305441 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2305465.000000 Penalty: 5027.076172
	Iteration 80F: 3 clusters Score -2305465 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2305498.500000 Penalty: 5027.076172
	Iteration 81Q: 3 clusters Score -2305498 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2305530.250000 Penalty: 5027.076172
	Iteration 82Q: 3 clusters Score -2305530 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2305557.250000 Penalty: 5027.076172
	Iteration 83Q: 3 clusters Score -2305557 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2305581.500000 Penalty: 5027.076172
	Iteration 84Q: 3 clusters Score -2305582 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2305613.750000 Penalty: 5027.076172
	Iteration 85Q: 3 clusters Score -2305614 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2305642.250000 Penalty: 5027.076172
	Iteration 86Q: 3 clusters Score -2305642 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2305680.500000 Penalty: 5027.076172
	Iteration 87Q: 3 clusters Score -2305680 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2305725.250000 Penalty: 5027.076172
	Iteration 88Q: 3 clusters Score -2305725 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2305772.000000 Penalty: 5027.076172
	Iteration 89Q: 3 clusters Score -2305772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2305832.500000 Penalty: 5027.076172
	Iteration 90Q: 3 clusters Score -2305832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2305903.000000 Penalty: 5027.076172
	Iteration 91Q: 3 clusters Score -2305903 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2305973.250000 Penalty: 5027.076172
	Iteration 92Q: 3 clusters Score -2305973 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2306040.250000 Penalty: 5027.076172
	Iteration 93Q: 3 clusters Score -2306040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2306135.000000 Penalty: 5027.076172
	Iteration 94Q: 3 clusters Score -2306135 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2306237.750000 Penalty: 5027.076172
	Iteration 95Q: 3 clusters Score -2306238 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2306347.750000 Penalty: 5027.076172
	Iteration 96Q: 3 clusters Score -2306348 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2306461.000000 Penalty: 5027.076172
	Iteration 97Q: 3 clusters Score -2306461 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2306547.500000 Penalty: 5027.076172
	Iteration 98Q: 3 clusters Score -2306548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2306603.500000 Penalty: 5027.076172
	Iteration 99Q: 3 clusters Score -2306604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2306625.500000 Penalty: 5027.076172
	Iteration 100F: 3 clusters Score -2306626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2306635.500000 Penalty: 5027.076172
	Iteration 101Q: 3 clusters Score -2306636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2306651.500000 Penalty: 5027.076172
	Iteration 102Q: 3 clusters Score -2306652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2306651.750000 Penalty: 5027.076172
	Iteration 103Q: 3 clusters Score -2306652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2306658.500000 Penalty: 5027.076172
	Iteration 104Q: 3 clusters Score -2306658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2306664.500000 Penalty: 5027.076172
	Iteration 105Q: 3 clusters Score -2306664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2306670.500000 Penalty: 5027.076172
	Iteration 106Q: 3 clusters Score -2306670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2306673.000000 Penalty: 5027.076172
	Iteration 107Q: 3 clusters Score -2306673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2306675.250000 Penalty: 5027.076172
	Iteration 108Q: 3 clusters Score -2306675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2306673.500000 Penalty: 5027.076172
	Iteration 109Q: 3 clusters Score -2306674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2306677.500000 Penalty: 5027.076172
	Iteration 110Q: 3 clusters Score -2306678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2306676.250000 Penalty: 5027.076172
	Iteration 111Q: 3 clusters Score -2306676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2306675.750000 Penalty: 5027.076172
	Iteration 112Q: 3 clusters Score -2306676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2306675.750000 Penalty: 5027.076172
	Iteration 113F: 3 clusters Score -2306676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Entering Unmasked Estep 
Score: -4618556.000000 Penalty: 2687.607422
	Iteration 0F: 2 clusters Score -4618556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4584296.000000 Penalty: 5375.214844
	Iteration 0F: 3 clusters Score -4584296 nChanged 23500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -4597585.000000 Penalty: 5375.214844
	Iteration 1F: 3 clusters Score -4597585 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4598231.500000 Penalty: 5375.214844
	Iteration 2Q: 3 clusters Score -4598232 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4598894.000000 Penalty: 5375.214844
	Iteration 3Q: 3 clusters Score -4598894 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4599669.500000 Penalty: 5375.214844
	Iteration 4Q: 3 clusters Score -4599670 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -4600607.000000 Penalty: 5375.214844
	Iteration 5Q: 3 clusters Score -4600607 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4601943.500000 Penalty: 5375.214844
	Iteration 6Q: 3 clusters Score -4601944 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4603891.000000 Penalty: 5375.214844
	Iteration 7F: 3 clusters Score -4603891 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -4606310.500000 Penalty: 5375.214844
	Iteration 8F: 3 clusters Score -4606310 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4608865.000000 Penalty: 5375.214844
	Iteration 9F: 3 clusters Score -4608865 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -4611241.000000 Penalty: 5375.214844
	Iteration 10F: 3 clusters Score -4611241 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4613044.500000 Penalty: 5375.214844
	Iteration 11Q: 3 clusters Score -4613044 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4614211.500000 Penalty: 5375.214844
	Iteration 12Q: 3 clusters Score -4614212 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4615013.500000 Penalty: 5375.214844
	Iteration 13Q: 3 clusters Score -4615014 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4615503.000000 Penalty: 5375.214844
	Iteration 14Q: 3 clusters Score -4615503 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4615790.500000 Penalty: 5375.214844
	Iteration 15Q: 3 clusters Score -4615790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4615980.500000 Penalty: 5375.214844
	Iteration 16Q: 3 clusters Score -4615980 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4616070.500000 Penalty: 5375.214844
	Iteration 17Q: 3 clusters Score -4616070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4616132.500000 Penalty: 5375.214844
	Iteration 18Q: 3 clusters Score -4616132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4616188.000000 Penalty: 5375.214844
	Iteration 19Q: 3 clusters Score -4616188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4616210.000000 Penalty: 5375.214844
	Iteration 20F: 3 clusters Score -4616210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4616239.500000 Penalty: 5375.214844
	Iteration 21Q: 3 clusters Score -4616240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4616257.000000 Penalty: 5375.214844
	Iteration 22Q: 3 clusters Score -4616257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4616251.000000 Penalty: 5375.214844
	Iteration 23Q: 3 clusters Score -4616251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4616263.000000 Penalty: 5375.214844
	Iteration 24Q: 3 clusters Score -4616263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4616270.000000 Penalty: 5375.214844
	Iteration 25Q: 3 clusters Score -4616270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4616272.500000 Penalty: 5375.214844
	Iteration 26Q: 3 clusters Score -4616272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4616281.000000 Penalty: 5375.214844
	Iteration 27Q: 3 clusters Score -4616281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4616286.500000 Penalty: 5375.214844
	Iteration 28Q: 3 clusters Score -4616286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4616292.500000 Penalty: 5375.214844
	Iteration 29Q: 3 clusters Score -4616292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4616303.000000 Penalty: 5375.214844
	Iteration 30Q: 3 clusters Score -4616303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4616301.500000 Penalty: 5375.214844
	Iteration 31Q: 3 clusters Score -4616302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4616302.000000 Penalty: 5375.214844
	Iteration 32Q: 3 clusters Score -4616302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4616309.500000 Penalty: 5375.214844
	Iteration 33Q: 3 clusters Score -4616310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4616309.000000 Penalty: 5375.214844
	Iteration 34Q: 3 clusters Score -4616309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4616314.000000 Penalty: 5375.214844
	Iteration 35Q: 3 clusters Score -4616314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4616315.000000 Penalty: 5375.214844
	Iteration 36Q: 3 clusters Score -4616315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4616318.500000 Penalty: 5375.214844
	Iteration 37Q: 3 clusters Score -4616318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4616319.000000 Penalty: 5375.214844
	Iteration 38Q: 3 clusters Score -4616319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4616321.500000 Penalty: 5375.214844
	Iteration 39Q: 3 clusters Score -4616322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4616325.000000 Penalty: 5375.214844
	Iteration 40F: 3 clusters Score -4616325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4616320.000000 Penalty: 5375.214844
	Iteration 41Q: 3 clusters Score -4616320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4616325.500000 Penalty: 5375.214844
	Iteration 42Q: 3 clusters Score -4616326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4616324.000000 Penalty: 5375.214844
	Iteration 43Q: 3 clusters Score -4616324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4616321.500000 Penalty: 5375.214844
	Iteration 44Q: 3 clusters Score -4616322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4616328.500000 Penalty: 5375.214844
	Iteration 45Q: 3 clusters Score -4616328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4616328.500000 Penalty: 5375.214844
	Iteration 46F: 3 clusters Score -4616328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -29923.537109 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -29923.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28562.099609 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -28562.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28747.138672 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -28747.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28809.082031 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -28809.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28833.111328 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -28833.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28838.253906 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -28838.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28838.986328 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -28838.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28838.986328 Penalty: 2973.004883
	Iteration 6F: 3 clusters Score -28838.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Entering Unmasked Estep 
Score: -1860256.500000 Penalty: 2482.448242
	Iteration 0F: 2 clusters Score -1860256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1844769.625000 Penalty: 4964.896484
	Iteration 0F: 3 clusters Score -1844770 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1850381.125000 Penalty: 4964.896484
	Iteration 1F: 3 clusters Score -1850381 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1851172.250000 Penalty: 4964.896484
	Iteration 2F: 3 clusters Score -1851172 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1852302.250000 Penalty: 4964.896484
	Iteration 3F: 3 clusters Score -1852302 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1853749.875000 Penalty: 4964.896484
	Iteration 4F: 3 clusters Score -1853750 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1855382.750000 Penalty: 4964.896484
	Iteration 5F: 3 clusters Score -1855383 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1856772.750000 Penalty: 4964.896484
	Iteration 6F: 3 clusters Score -1856773 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1857901.250000 Penalty: 4964.896484
	Iteration 7F: 3 clusters Score -1857901 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1858631.125000 Penalty: 4964.896484
	Iteration 8Q: 3 clusters Score -1858631 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1859062.250000 Penalty: 4964.896484
	Iteration 9Q: 3 clusters Score -1859062 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1859294.250000 Penalty: 4964.896484
	Iteration 10Q: 3 clusters Score -1859294 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1859425.000000 Penalty: 4964.896484
	Iteration 11Q: 3 clusters Score -1859425 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1859514.250000 Penalty: 4964.896484
	Iteration 12Q: 3 clusters Score -1859514 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1859598.750000 Penalty: 4964.896484
	Iteration 13Q: 3 clusters Score -1859599 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1859667.625000 Penalty: 4964.896484
	Iteration 14Q: 3 clusters Score -1859668 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1859722.125000 Penalty: 4964.896484
	Iteration 15Q: 3 clusters Score -1859722 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1859770.250000 Penalty: 4964.896484
	Iteration 16Q: 3 clusters Score -1859770 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1859821.625000 Penalty: 4964.896484
	Iteration 17Q: 3 clusters Score -1859822 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1859900.125000 Penalty: 4964.896484
	Iteration 18Q: 3 clusters Score -1859900 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1859981.125000 Penalty: 4964.896484
	Iteration 19Q: 3 clusters Score -1859981 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1860057.875000 Penalty: 4964.896484
	Iteration 20F: 3 clusters Score -1860058 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1860133.375000 Penalty: 4964.896484
	Iteration 21Q: 3 clusters Score -1860133 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1860237.500000 Penalty: 4964.896484
	Iteration 22Q: 3 clusters Score -1860238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1860370.625000 Penalty: 4964.896484
	Iteration 23Q: 3 clusters Score -1860371 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1860556.750000 Penalty: 4964.896484
	Iteration 24Q: 3 clusters Score -1860557 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1860779.250000 Penalty: 4964.896484
	Iteration 25Q: 3 clusters Score -1860779 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1860942.125000 Penalty: 4964.896484
	Iteration 26Q: 3 clusters Score -1860942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1861037.375000 Penalty: 4964.896484
	Iteration 27Q: 3 clusters Score -1861037 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -1861103.750000 Penalty: 4964.896484
	Iteration 28Q: 3 clusters Score -1861104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1861141.375000 Penalty: 4964.896484
	Iteration 29Q: 3 clusters Score -1861141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1861162.250000 Penalty: 4964.896484
	Iteration 30Q: 3 clusters Score -1861162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1861171.250000 Penalty: 4964.896484
	Iteration 31Q: 3 clusters Score -1861171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1861183.625000 Penalty: 4964.896484
	Iteration 32Q: 3 clusters Score -1861184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1861180.625000 Penalty: 4964.896484
	Iteration 33Q: 3 clusters Score -1861181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1861186.125000 Penalty: 4964.896484
	Iteration 34Q: 3 clusters Score -1861186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1861185.125000 Penalty: 4964.896484
	Iteration 35Q: 3 clusters Score -1861185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1861190.000000 Penalty: 4964.896484
	Iteration 36Q: 3 clusters Score -1861190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1861188.375000 Penalty: 4964.896484
	Iteration 37Q: 3 clusters Score -1861188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1861187.625000 Penalty: 4964.896484
	Iteration 38Q: 3 clusters Score -1861188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1861187.375000 Penalty: 4964.896484
	Iteration 39Q: 3 clusters Score -1861187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1861187.500000 Penalty: 4964.896484
	Iteration 40F: 3 clusters Score -1861188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 165454 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443245 members 
Mstep: Class 23 contains 138991 members 
Mstep: Class 24 contains 23814 members 
Entering Unmasked Estep 
Score: -93589192.000000 Penalty: 72214.812500
Splitting cluster 7 changes total score from -93585624.000000 to -93589192.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -219520.562500 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -219520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -216555.921875 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -216555.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -218533.703125 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -218533.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -220083.406250 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -220083.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -221294.343750 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -221294.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221721.484375 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -221721.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -221829.500000 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -221829.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -221882.250000 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -221882.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -221906.281250 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -221906.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -221922.531250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -221922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221933.953125 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -221934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -221950.656250 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -221950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -221965.296875 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -221965.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -221994.921875 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -221994.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -222016.421875 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -222016.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -222036.765625 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -222036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -222052.140625 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -222052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -222062.015625 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -222062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -222070.171875 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -222070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -222078.234375 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -222078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -222087.578125 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -222087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -222091.546875 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -222091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -222093.937500 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -222093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -222096.390625 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -222096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -222099.593750 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -222099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -222100.000000 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -222100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -222100.000000 Penalty: 3925.650391
	Iteration 25F: 3 clusters Score -222100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 13 contains 1192 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 165454 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443245 members 
Mstep: Class 23 contains 138991 members 
Mstep: Class 24 contains 23814 members 
Entering Unmasked Estep 
Score: -93590016.000000 Penalty: 75653.609375
Splitting cluster 9 changes total score from -93585624.000000 to -93590016.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 11 (35491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Entering Unmasked Estep 
Score: -3365165.750000 Penalty: 2598.304688
	Iteration 0F: 2 clusters Score -3365166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3341088.250000 Penalty: 5196.609375
	Iteration 0F: 3 clusters Score -3341088 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3349827.750000 Penalty: 5196.609375
	Iteration 1F: 3 clusters Score -3349828 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3350431.250000 Penalty: 5196.609375
	Iteration 2Q: 3 clusters Score -3350431 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3350929.000000 Penalty: 5196.609375
	Iteration 3Q: 3 clusters Score -3350929 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3351483.750000 Penalty: 5196.609375
	Iteration 4Q: 3 clusters Score -3351484 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3352067.000000 Penalty: 5196.609375
	Iteration 5Q: 3 clusters Score -3352067 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3352748.750000 Penalty: 5196.609375
	Iteration 6Q: 3 clusters Score -3352749 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3353477.000000 Penalty: 5196.609375
	Iteration 7Q: 3 clusters Score -3353477 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3354167.000000 Penalty: 5196.609375
	Iteration 8Q: 3 clusters Score -3354167 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3354798.000000 Penalty: 5196.609375
	Iteration 9Q: 3 clusters Score -3354798 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3355457.500000 Penalty: 5196.609375
	Iteration 10Q: 3 clusters Score -3355458 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3356073.750000 Penalty: 5196.609375
	Iteration 11Q: 3 clusters Score -3356074 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3356734.750000 Penalty: 5196.609375
	Iteration 12Q: 3 clusters Score -3356735 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3357462.000000 Penalty: 5196.609375
	Iteration 13Q: 3 clusters Score -3357462 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3358259.250000 Penalty: 5196.609375
	Iteration 14Q: 3 clusters Score -3358259 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -3359086.750000 Penalty: 5196.609375
	Iteration 15Q: 3 clusters Score -3359087 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3359946.750000 Penalty: 5196.609375
	Iteration 16Q: 3 clusters Score -3359947 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3360742.000000 Penalty: 5196.609375
	Iteration 17Q: 3 clusters Score -3360742 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3361429.750000 Penalty: 5196.609375
	Iteration 18Q: 3 clusters Score -3361430 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -3361977.000000 Penalty: 5196.609375
	Iteration 19Q: 3 clusters Score -3361977 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -3362340.000000 Penalty: 5196.609375
	Iteration 20F: 3 clusters Score -3362340 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3362568.000000 Penalty: 5196.609375
	Iteration 21Q: 3 clusters Score -3362568 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -3362692.250000 Penalty: 5196.609375
	Iteration 22Q: 3 clusters Score -3362692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -3362789.250000 Penalty: 5196.609375
	Iteration 23Q: 3 clusters Score -3362789 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -3362855.250000 Penalty: 5196.609375
	Iteration 24Q: 3 clusters Score -3362855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -3362887.750000 Penalty: 5196.609375
	Iteration 25Q: 3 clusters Score -3362888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -3362914.750000 Penalty: 5196.609375
	Iteration 26Q: 3 clusters Score -3362915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -3362927.250000 Penalty: 5196.609375
	Iteration 27Q: 3 clusters Score -3362927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -3362935.750000 Penalty: 5196.609375
	Iteration 28Q: 3 clusters Score -3362936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -3362947.750000 Penalty: 5196.609375
	Iteration 29Q: 3 clusters Score -3362948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3362949.000000 Penalty: 5196.609375
	Iteration 30Q: 3 clusters Score -3362949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -3362966.000000 Penalty: 5196.609375
	Iteration 31Q: 3 clusters Score -3362966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -3362968.750000 Penalty: 5196.609375
	Iteration 32Q: 3 clusters Score -3362969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -3362971.750000 Penalty: 5196.609375
	Iteration 33Q: 3 clusters Score -3362972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3362980.000000 Penalty: 5196.609375
	Iteration 34Q: 3 clusters Score -3362980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3362980.000000 Penalty: 5196.609375
	Iteration 35Q: 3 clusters Score -3362980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3362980.000000 Penalty: 5196.609375
	Iteration 36F: 3 clusters Score -3362980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Entering Unmasked Estep 
Score: -1673439.875000 Penalty: 2449.289551
	Iteration 0F: 2 clusters Score -1673440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1659687.125000 Penalty: 4898.579102
	Iteration 0F: 3 clusters Score -1659687 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1664404.375000 Penalty: 4898.579102
	Iteration 1F: 3 clusters Score -1664404 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1665059.625000 Penalty: 4898.579102
	Iteration 2F: 3 clusters Score -1665060 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1665686.250000 Penalty: 4898.579102
	Iteration 3F: 3 clusters Score -1665686 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1666287.125000 Penalty: 4898.579102
	Iteration 4F: 3 clusters Score -1666287 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1666898.625000 Penalty: 4898.579102
	Iteration 5F: 3 clusters Score -1666899 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1667696.500000 Penalty: 4898.579102
	Iteration 6F: 3 clusters Score -1667696 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1668535.125000 Penalty: 4898.579102
	Iteration 7F: 3 clusters Score -1668535 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1669327.375000 Penalty: 4898.579102
	Iteration 8F: 3 clusters Score -1669327 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1669956.500000 Penalty: 4898.579102
	Iteration 9Q: 3 clusters Score -1669956 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1670428.125000 Penalty: 4898.579102
	Iteration 10Q: 3 clusters Score -1670428 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1670761.375000 Penalty: 4898.579102
	Iteration 11Q: 3 clusters Score -1670761 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1670976.125000 Penalty: 4898.579102
	Iteration 12Q: 3 clusters Score -1670976 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1671102.875000 Penalty: 4898.579102
	Iteration 13Q: 3 clusters Score -1671103 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1671201.125000 Penalty: 4898.579102
	Iteration 14Q: 3 clusters Score -1671201 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1671262.250000 Penalty: 4898.579102
	Iteration 15Q: 3 clusters Score -1671262 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1671308.500000 Penalty: 4898.579102
	Iteration 16Q: 3 clusters Score -1671308 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1671326.250000 Penalty: 4898.579102
	Iteration 17Q: 3 clusters Score -1671326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1671352.250000 Penalty: 4898.579102
	Iteration 18Q: 3 clusters Score -1671352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1671362.250000 Penalty: 4898.579102
	Iteration 19Q: 3 clusters Score -1671362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1671377.750000 Penalty: 4898.579102
	Iteration 20F: 3 clusters Score -1671378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1671388.625000 Penalty: 4898.579102
	Iteration 21Q: 3 clusters Score -1671389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1671399.750000 Penalty: 4898.579102
	Iteration 22Q: 3 clusters Score -1671400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1671402.875000 Penalty: 4898.579102
	Iteration 23Q: 3 clusters Score -1671403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1671410.875000 Penalty: 4898.579102
	Iteration 24Q: 3 clusters Score -1671411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1671420.000000 Penalty: 4898.579102
	Iteration 25Q: 3 clusters Score -1671420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1671427.250000 Penalty: 4898.579102
	Iteration 26Q: 3 clusters Score -1671427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1671424.875000 Penalty: 4898.579102
	Iteration 27Q: 3 clusters Score -1671425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1671426.750000 Penalty: 4898.579102
	Iteration 28Q: 3 clusters Score -1671427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1671436.000000 Penalty: 4898.579102
	Iteration 29Q: 3 clusters Score -1671436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1671436.625000 Penalty: 4898.579102
	Iteration 30Q: 3 clusters Score -1671437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1671440.625000 Penalty: 4898.579102
	Iteration 31Q: 3 clusters Score -1671441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1671443.625000 Penalty: 4898.579102
	Iteration 32Q: 3 clusters Score -1671444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1671450.250000 Penalty: 4898.579102
	Iteration 33Q: 3 clusters Score -1671450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1671447.625000 Penalty: 4898.579102
	Iteration 34Q: 3 clusters Score -1671448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1671450.375000 Penalty: 4898.579102
	Iteration 35Q: 3 clusters Score -1671450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1671456.625000 Penalty: 4898.579102
	Iteration 36Q: 3 clusters Score -1671457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1671467.125000 Penalty: 4898.579102
	Iteration 37Q: 3 clusters Score -1671467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1671466.875000 Penalty: 4898.579102
	Iteration 38Q: 3 clusters Score -1671467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1671461.750000 Penalty: 4898.579102
	Iteration 39Q: 3 clusters Score -1671462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1671464.000000 Penalty: 4898.579102
	Iteration 40F: 3 clusters Score -1671464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1671464.625000 Penalty: 4898.579102
	Iteration 41Q: 3 clusters Score -1671465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1671468.625000 Penalty: 4898.579102
	Iteration 42Q: 3 clusters Score -1671469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1671466.625000 Penalty: 4898.579102
	Iteration 43Q: 3 clusters Score -1671467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1671470.375000 Penalty: 4898.579102
	Iteration 44Q: 3 clusters Score -1671470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1671467.875000 Penalty: 4898.579102
	Iteration 45Q: 3 clusters Score -1671468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1671470.000000 Penalty: 4898.579102
	Iteration 46Q: 3 clusters Score -1671470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1671470.875000 Penalty: 4898.579102
	Iteration 47Q: 3 clusters Score -1671471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1671473.000000 Penalty: 4898.579102
	Iteration 48Q: 3 clusters Score -1671473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1671469.500000 Penalty: 4898.579102
	Iteration 49Q: 3 clusters Score -1671470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1671469.125000 Penalty: 4898.579102
	Iteration 50Q: 3 clusters Score -1671469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1671469.000000 Penalty: 4898.579102
	Iteration 51Q: 3 clusters Score -1671469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1671470.500000 Penalty: 4898.579102
	Iteration 52Q: 3 clusters Score -1671470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1671470.750000 Penalty: 4898.579102
	Iteration 53Q: 3 clusters Score -1671471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1671470.625000 Penalty: 4898.579102
	Iteration 54Q: 3 clusters Score -1671471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1671472.125000 Penalty: 4898.579102
	Iteration 55Q: 3 clusters Score -1671472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1671472.500000 Penalty: 4898.579102
	Iteration 56Q: 3 clusters Score -1671472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1671472.500000 Penalty: 4898.579102
	Iteration 57F: 3 clusters Score -1671472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Entering Unmasked Estep 
Score: -1571236.875000 Penalty: 2434.170166
	Iteration 0F: 2 clusters Score -1571237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1558290.125000 Penalty: 4868.340332
	Iteration 0F: 3 clusters Score -1558290 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1562676.375000 Penalty: 4868.340332
	Iteration 1F: 3 clusters Score -1562676 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1563283.500000 Penalty: 4868.340332
	Iteration 2F: 3 clusters Score -1563284 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1563870.375000 Penalty: 4868.340332
	Iteration 3F: 3 clusters Score -1563870 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1564519.125000 Penalty: 4868.340332
	Iteration 4F: 3 clusters Score -1564519 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1565294.000000 Penalty: 4868.340332
	Iteration 5F: 3 clusters Score -1565294 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1566257.750000 Penalty: 4868.340332
	Iteration 6F: 3 clusters Score -1566258 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1567507.750000 Penalty: 4868.340332
	Iteration 7F: 3 clusters Score -1567508 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1568780.000000 Penalty: 4868.340332
	Iteration 8F: 3 clusters Score -1568780 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1569590.875000 Penalty: 4868.340332
	Iteration 9Q: 3 clusters Score -1569591 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1570181.750000 Penalty: 4868.340332
	Iteration 10Q: 3 clusters Score -1570182 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1570422.000000 Penalty: 4868.340332
	Iteration 11Q: 3 clusters Score -1570422 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1570543.000000 Penalty: 4868.340332
	Iteration 12Q: 3 clusters Score -1570543 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1570608.125000 Penalty: 4868.340332
	Iteration 13Q: 3 clusters Score -1570608 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1570665.750000 Penalty: 4868.340332
	Iteration 14Q: 3 clusters Score -1570666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1570729.500000 Penalty: 4868.340332
	Iteration 15Q: 3 clusters Score -1570730 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1570789.750000 Penalty: 4868.340332
	Iteration 16Q: 3 clusters Score -1570790 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1570852.875000 Penalty: 4868.340332
	Iteration 17Q: 3 clusters Score -1570853 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1570916.750000 Penalty: 4868.340332
	Iteration 18Q: 3 clusters Score -1570917 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1570977.750000 Penalty: 4868.340332
	Iteration 19Q: 3 clusters Score -1570978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1571033.125000 Penalty: 4868.340332
	Iteration 20F: 3 clusters Score -1571033 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1571086.250000 Penalty: 4868.340332
	Iteration 21Q: 3 clusters Score -1571086 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1571145.500000 Penalty: 4868.340332
	Iteration 22Q: 3 clusters Score -1571146 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1571181.125000 Penalty: 4868.340332
	Iteration 23Q: 3 clusters Score -1571181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1571227.375000 Penalty: 4868.340332
	Iteration 24Q: 3 clusters Score -1571227 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1571260.250000 Penalty: 4868.340332
	Iteration 25Q: 3 clusters Score -1571260 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1571291.375000 Penalty: 4868.340332
	Iteration 26Q: 3 clusters Score -1571291 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1571326.750000 Penalty: 4868.340332
	Iteration 27Q: 3 clusters Score -1571327 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1571349.625000 Penalty: 4868.340332
	Iteration 28Q: 3 clusters Score -1571350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1571374.625000 Penalty: 4868.340332
	Iteration 29Q: 3 clusters Score -1571375 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1571395.375000 Penalty: 4868.340332
	Iteration 30Q: 3 clusters Score -1571395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1571422.000000 Penalty: 4868.340332
	Iteration 31Q: 3 clusters Score -1571422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1571451.875000 Penalty: 4868.340332
	Iteration 32Q: 3 clusters Score -1571452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1571479.125000 Penalty: 4868.340332
	Iteration 33Q: 3 clusters Score -1571479 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1571517.000000 Penalty: 4868.340332
	Iteration 34Q: 3 clusters Score -1571517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1571547.750000 Penalty: 4868.340332
	Iteration 35Q: 3 clusters Score -1571548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1571570.375000 Penalty: 4868.340332
	Iteration 36Q: 3 clusters Score -1571570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1571598.250000 Penalty: 4868.340332
	Iteration 37Q: 3 clusters Score -1571598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1571615.875000 Penalty: 4868.340332
	Iteration 38Q: 3 clusters Score -1571616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1571629.875000 Penalty: 4868.340332
	Iteration 39Q: 3 clusters Score -1571630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1571641.250000 Penalty: 4868.340332
	Iteration 40F: 3 clusters Score -1571641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1571653.250000 Penalty: 4868.340332
	Iteration 41Q: 3 clusters Score -1571653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1571665.625000 Penalty: 4868.340332
	Iteration 42Q: 3 clusters Score -1571666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1571672.750000 Penalty: 4868.340332
	Iteration 43Q: 3 clusters Score -1571673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1571678.125000 Penalty: 4868.340332
	Iteration 44Q: 3 clusters Score -1571678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1571686.500000 Penalty: 4868.340332
	Iteration 45Q: 3 clusters Score -1571686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1571696.875000 Penalty: 4868.340332
	Iteration 46Q: 3 clusters Score -1571697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1571708.000000 Penalty: 4868.340332
	Iteration 47Q: 3 clusters Score -1571708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1571711.000000 Penalty: 4868.340332
	Iteration 48Q: 3 clusters Score -1571711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1571709.500000 Penalty: 4868.340332
	Iteration 49Q: 3 clusters Score -1571710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1571713.125000 Penalty: 4868.340332
	Iteration 50Q: 3 clusters Score -1571713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1571720.000000 Penalty: 4868.340332
	Iteration 51Q: 3 clusters Score -1571720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1571718.000000 Penalty: 4868.340332
	Iteration 52Q: 3 clusters Score -1571718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1571718.125000 Penalty: 4868.340332
	Iteration 53Q: 3 clusters Score -1571718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1571717.125000 Penalty: 4868.340332
	Iteration 54Q: 3 clusters Score -1571717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1571721.375000 Penalty: 4868.340332
	Iteration 55Q: 3 clusters Score -1571721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1571721.250000 Penalty: 4868.340332
	Iteration 56Q: 3 clusters Score -1571721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1571722.875000 Penalty: 4868.340332
	Iteration 57Q: 3 clusters Score -1571723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1571722.875000 Penalty: 4868.340332
	Iteration 58Q: 3 clusters Score -1571723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1571722.875000 Penalty: 4868.340332
	Iteration 59F: 3 clusters Score -1571723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 13 contains 1192 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 165454 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 443245 members 
Mstep: Class 23 contains 138991 members 
Mstep: Class 24 contains 23814 members 
Entering Unmasked Estep 
Score: -93589360.000000 Penalty: 79092.414062
Splitting cluster 16 changes total score from -93585624.000000 to -93589360.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 17 (84329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Entering Unmasked Estep 
Score: -7814662.500000 Penalty: 2812.935303
	Iteration 0F: 2 clusters Score -7814662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -7758236.000000 Penalty: 5625.870605
	Iteration 0F: 3 clusters Score -7758236 nChanged 39809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -7780956.000000 Penalty: 5625.870605
	Iteration 1F: 3 clusters Score -7780956 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -7781869.000000 Penalty: 5625.870605
	Iteration 2Q: 3 clusters Score -7781869 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -7783073.000000 Penalty: 5625.870605
	Iteration 3Q: 3 clusters Score -7783073 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -7784553.500000 Penalty: 5625.870605
	Iteration 4Q: 3 clusters Score -7784554 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -7786374.500000 Penalty: 5625.870605
	Iteration 5Q: 3 clusters Score -7786374 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -7788892.500000 Penalty: 5625.870605
	Iteration 6F: 3 clusters Score -7788892 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -7792464.000000 Penalty: 5625.870605
	Iteration 7F: 3 clusters Score -7792464 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -7796660.000000 Penalty: 5625.870605
	Iteration 8F: 3 clusters Score -7796660 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7800250.000000 Penalty: 5625.870605
	Iteration 9F: 3 clusters Score -7800250 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -7802640.500000 Penalty: 5625.870605
	Iteration 10Q: 3 clusters Score -7802640 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -7803856.500000 Penalty: 5625.870605
	Iteration 11Q: 3 clusters Score -7803856 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -7804681.500000 Penalty: 5625.870605
	Iteration 12Q: 3 clusters Score -7804682 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -7805310.000000 Penalty: 5625.870605
	Iteration 13Q: 3 clusters Score -7805310 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -7805885.500000 Penalty: 5625.870605
	Iteration 14Q: 3 clusters Score -7805886 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -7806495.500000 Penalty: 5625.870605
	Iteration 15Q: 3 clusters Score -7806496 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 71241 members 
Entering Unmasked Estep 
Score: -7807009.500000 Penalty: 5625.870605
	Iteration 16Q: 3 clusters Score -7807010 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -7807572.500000 Penalty: 5625.870605
	Iteration 17Q: 3 clusters Score -7807572 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -7808097.500000 Penalty: 5625.870605
	Iteration 18Q: 3 clusters Score -7808098 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -7808586.500000 Penalty: 5625.870605
	Iteration 19Q: 3 clusters Score -7808586 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -7809121.500000 Penalty: 5625.870605
	Iteration 20F: 3 clusters Score -7809122 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -7809576.500000 Penalty: 5625.870605
	Iteration 21Q: 3 clusters Score -7809576 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -7809990.500000 Penalty: 5625.870605
	Iteration 22Q: 3 clusters Score -7809990 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -7810338.000000 Penalty: 5625.870605
	Iteration 23Q: 3 clusters Score -7810338 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -7810613.500000 Penalty: 5625.870605
	Iteration 24Q: 3 clusters Score -7810614 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -7810871.000000 Penalty: 5625.870605
	Iteration 25Q: 3 clusters Score -7810871 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -7811115.500000 Penalty: 5625.870605
	Iteration 26Q: 3 clusters Score -7811116 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -7811306.000000 Penalty: 5625.870605
	Iteration 27Q: 3 clusters Score -7811306 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -7811493.500000 Penalty: 5625.870605
	Iteration 28Q: 3 clusters Score -7811494 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -7811636.500000 Penalty: 5625.870605
	Iteration 29Q: 3 clusters Score -7811636 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -7811750.000000 Penalty: 5625.870605
	Iteration 30Q: 3 clusters Score -7811750 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -7811805.500000 Penalty: 5625.870605
	Iteration 31Q: 3 clusters Score -7811806 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -7811861.000000 Penalty: 5625.870605
	Iteration 32Q: 3 clusters Score -7811861 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -7811920.500000 Penalty: 5625.870605
	Iteration 33Q: 3 clusters Score -7811920 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -7811972.500000 Penalty: 5625.870605
	Iteration 34Q: 3 clusters Score -7811972 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -7812028.500000 Penalty: 5625.870605
	Iteration 35Q: 3 clusters Score -7812028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -7812047.000000 Penalty: 5625.870605
	Iteration 36Q: 3 clusters Score -7812047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -7812086.500000 Penalty: 5625.870605
	Iteration 37Q: 3 clusters Score -7812086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -7812132.000000 Penalty: 5625.870605
	Iteration 38Q: 3 clusters Score -7812132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -7812148.000000 Penalty: 5625.870605
	Iteration 39Q: 3 clusters Score -7812148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -7812175.500000 Penalty: 5625.870605
	Iteration 40F: 3 clusters Score -7812176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -7812210.500000 Penalty: 5625.870605
	Iteration 41Q: 3 clusters Score -7812210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 83018 members 
Entering Unmasked Estep 
Score: -7812228.500000 Penalty: 5625.870605
	Iteration 42Q: 3 clusters Score -7812228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -7812228.500000 Penalty: 5625.870605
	Iteration 43Q: 3 clusters Score -7812228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -7812253.000000 Penalty: 5625.870605
	Iteration 44Q: 3 clusters Score -7812253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -7812261.000000 Penalty: 5625.870605
	Iteration 45Q: 3 clusters Score -7812261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -7812262.000000 Penalty: 5625.870605
	Iteration 46Q: 3 clusters Score -7812262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -7812274.500000 Penalty: 5625.870605
	Iteration 47Q: 3 clusters Score -7812274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -7812288.500000 Penalty: 5625.870605
	Iteration 48Q: 3 clusters Score -7812288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -7812297.000000 Penalty: 5625.870605
	Iteration 49Q: 3 clusters Score -7812297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -7812307.500000 Penalty: 5625.870605
	Iteration 50Q: 3 clusters Score -7812308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -7812318.500000 Penalty: 5625.870605
	Iteration 51Q: 3 clusters Score -7812318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -7812321.500000 Penalty: 5625.870605
	Iteration 52Q: 3 clusters Score -7812322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -7812327.500000 Penalty: 5625.870605
	Iteration 53Q: 3 clusters Score -7812328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -7812334.000000 Penalty: 5625.870605
	Iteration 54Q: 3 clusters Score -7812334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -7812328.000000 Penalty: 5625.870605
	Iteration 55Q: 3 clusters Score -7812328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -7812336.500000 Penalty: 5625.870605
	Iteration 56Q: 3 clusters Score -7812336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -7812335.500000 Penalty: 5625.870605
	Iteration 57Q: 3 clusters Score -7812336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -7812334.500000 Penalty: 5625.870605
	Iteration 58Q: 3 clusters Score -7812334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -7812334.000000 Penalty: 5625.870605
	Iteration 59Q: 3 clusters Score -7812334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -7812334.000000 Penalty: 5625.870605
	Iteration 60F: 3 clusters Score -7812334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -7812341.000000 Penalty: 5625.870605
	Iteration 61Q: 3 clusters Score -7812341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -7812341.000000 Penalty: 5625.870605
	Iteration 62Q: 3 clusters Score -7812341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -7812348.500000 Penalty: 5625.870605
	Iteration 63Q: 3 clusters Score -7812348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -7812348.500000 Penalty: 5625.870605
	Iteration 64Q: 3 clusters Score -7812348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -7812348.000000 Penalty: 5625.870605
	Iteration 65Q: 3 clusters Score -7812348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -7812355.500000 Penalty: 5625.870605
	Iteration 66Q: 3 clusters Score -7812356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -7812350.000000 Penalty: 5625.870605
	Iteration 67Q: 3 clusters Score -7812350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -7812352.500000 Penalty: 5625.870605
	Iteration 68Q: 3 clusters Score -7812352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -7812352.000000 Penalty: 5625.870605
	Iteration 69Q: 3 clusters Score -7812352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -7812344.000000 Penalty: 5625.870605
	Iteration 70Q: 3 clusters Score -7812344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -7812343.500000 Penalty: 5625.870605
	Iteration 71Q: 3 clusters Score -7812344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -7812347.500000 Penalty: 5625.870605
	Iteration 72Q: 3 clusters Score -7812348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -7812339.500000 Penalty: 5625.870605
	Iteration 73Q: 3 clusters Score -7812340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -7812348.500000 Penalty: 5625.870605
	Iteration 74Q: 3 clusters Score -7812348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -7812352.500000 Penalty: 5625.870605
	Iteration 75Q: 3 clusters Score -7812352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -7812356.000000 Penalty: 5625.870605
	Iteration 76Q: 3 clusters Score -7812356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -7812362.500000 Penalty: 5625.870605
	Iteration 77Q: 3 clusters Score -7812362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -7812356.500000 Penalty: 5625.870605
	Iteration 78Q: 3 clusters Score -7812356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -7812356.500000 Penalty: 5625.870605
	Iteration 79F: 3 clusters Score -7812356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Entering Unmasked Estep 
Score: -897092.250000 Penalty: 2286.435547
	Iteration 0F: 2 clusters Score -897092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -889330.687500 Penalty: 4572.871094
	Iteration 0F: 3 clusters Score -889330.7 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -891654.750000 Penalty: 4572.871094
	Iteration 1F: 3 clusters Score -891654.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -891938.937500 Penalty: 4572.871094
	Iteration 2F: 3 clusters Score -891938.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -892135.375000 Penalty: 4572.871094
	Iteration 3Q: 3 clusters Score -892135.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -892272.500000 Penalty: 4572.871094
	Iteration 4Q: 3 clusters Score -892272.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -892401.250000 Penalty: 4572.871094
	Iteration 5Q: 3 clusters Score -892401.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -892532.375000 Penalty: 4572.871094
	Iteration 6Q: 3 clusters Score -892532.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -892668.312500 Penalty: 4572.871094
	Iteration 7Q: 3 clusters Score -892668.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -892815.187500 Penalty: 4572.871094
	Iteration 8Q: 3 clusters Score -892815.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -892967.125000 Penalty: 4572.871094
	Iteration 9Q: 3 clusters Score -892967.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -893139.312500 Penalty: 4572.871094
	Iteration 10Q: 3 clusters Score -893139.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -893368.625000 Penalty: 4572.871094
	Iteration 11Q: 3 clusters Score -893368.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -893621.937500 Penalty: 4572.871094
	Iteration 12Q: 3 clusters Score -893621.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -893847.750000 Penalty: 4572.871094
	Iteration 13Q: 3 clusters Score -893847.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -894052.437500 Penalty: 4572.871094
	Iteration 14Q: 3 clusters Score -894052.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -894235.937500 Penalty: 4572.871094
	Iteration 15Q: 3 clusters Score -894235.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -894360.937500 Penalty: 4572.871094
	Iteration 16Q: 3 clusters Score -894360.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -894493.625000 Penalty: 4572.871094
	Iteration 17Q: 3 clusters Score -894493.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -894603.062500 Penalty: 4572.871094
	Iteration 18Q: 3 clusters Score -894603.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -894721.312500 Penalty: 4572.871094
	Iteration 19Q: 3 clusters Score -894721.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -894805.687500 Penalty: 4572.871094
	Iteration 20F: 3 clusters Score -894805.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -894877.937500 Penalty: 4572.871094
	Iteration 21Q: 3 clusters Score -894877.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -894938.062500 Penalty: 4572.871094
	Iteration 22Q: 3 clusters Score -894938.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -894982.500000 Penalty: 4572.871094
	Iteration 23Q: 3 clusters Score -894982.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -895024.000000 Penalty: 4572.871094
	Iteration 24Q: 3 clusters Score -895024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -895052.937500 Penalty: 4572.871094
	Iteration 25Q: 3 clusters Score -895052.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -895074.625000 Penalty: 4572.871094
	Iteration 26Q: 3 clusters Score -895074.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -895094.125000 Penalty: 4572.871094
	Iteration 27Q: 3 clusters Score -895094.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -895110.375000 Penalty: 4572.871094
	Iteration 28Q: 3 clusters Score -895110.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -895127.625000 Penalty: 4572.871094
	Iteration 29Q: 3 clusters Score -895127.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -895148.625000 Penalty: 4572.871094
	Iteration 30Q: 3 clusters Score -895148.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -895165.500000 Penalty: 4572.871094
	Iteration 31Q: 3 clusters Score -895165.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -895173.500000 Penalty: 4572.871094
	Iteration 32Q: 3 clusters Score -895173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -895181.250000 Penalty: 4572.871094
	Iteration 33Q: 3 clusters Score -895181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -895182.562500 Penalty: 4572.871094
	Iteration 34Q: 3 clusters Score -895182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -895186.687500 Penalty: 4572.871094
	Iteration 35Q: 3 clusters Score -895186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -895186.687500 Penalty: 4572.871094
	Iteration 36F: 3 clusters Score -895186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (165454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165454 members 
Entering Unmasked Estep 
Score: -14821519.000000 Penalty: 2980.079102
	Iteration 0F: 2 clusters Score -1.482152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -14710552.000000 Penalty: 5960.158203
	Iteration 0F: 3 clusters Score -1.471055e+07 nChanged 79216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -14756751.000000 Penalty: 5960.158203
	Iteration 1F: 3 clusters Score -1.475675e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -14757895.000000 Penalty: 5960.158203
	Iteration 2Q: 3 clusters Score -1.47579e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -14759761.000000 Penalty: 5960.158203
	Iteration 3Q: 3 clusters Score -1.475976e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 95622 members 
Entering Unmasked Estep 
Score: -14762453.000000 Penalty: 5960.158203
	Iteration 4Q: 3 clusters Score -1.476245e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -14766857.000000 Penalty: 5960.158203
	Iteration 5F: 3 clusters Score -1.476686e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 112053 members 
Entering Unmasked Estep 
Score: -14773830.000000 Penalty: 5960.158203
	Iteration 6F: 3 clusters Score -1.477383e+07 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 123486 members 
Entering Unmasked Estep 
Score: -14783313.000000 Penalty: 5960.158203
	Iteration 7F: 3 clusters Score -1.478331e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -14794136.000000 Penalty: 5960.158203
	Iteration 8F: 3 clusters Score -1.479414e+07 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -14803818.000000 Penalty: 5960.158203
	Iteration 9F: 3 clusters Score -1.480382e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 153829 members 
Entering Unmasked Estep 
Score: -14810709.000000 Penalty: 5960.158203
	Iteration 10Q: 3 clusters Score -1.481071e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 158698 members 
Entering Unmasked Estep 
Score: -14814680.000000 Penalty: 5960.158203
	Iteration 11Q: 3 clusters Score -1.481468e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 161542 members 
Entering Unmasked Estep 
Score: -14816870.000000 Penalty: 5960.158203
	Iteration 12Q: 3 clusters Score -1.481687e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -14817931.000000 Penalty: 5960.158203
	Iteration 13Q: 3 clusters Score -1.481793e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 163819 members 
Entering Unmasked Estep 
Score: -14818421.000000 Penalty: 5960.158203
	Iteration 14Q: 3 clusters Score -1.481842e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -14818631.000000 Penalty: 5960.158203
	Iteration 15Q: 3 clusters Score -1.481863e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -14818807.000000 Penalty: 5960.158203
	Iteration 16Q: 3 clusters Score -1.481881e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 164565 members 
Entering Unmasked Estep 
Score: -14818857.000000 Penalty: 5960.158203
	Iteration 17Q: 3 clusters Score -1.481886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 164649 members 
Entering Unmasked Estep 
Score: -14818943.000000 Penalty: 5960.158203
	Iteration 18Q: 3 clusters Score -1.481894e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 164709 members 
Entering Unmasked Estep 
Score: -14818976.000000 Penalty: 5960.158203
	Iteration 19Q: 3 clusters Score -1.481898e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 164740 members 
Entering Unmasked Estep 
Score: -14819006.000000 Penalty: 5960.158203
	Iteration 20F: 3 clusters Score -1.481901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 164759 members 
Entering Unmasked Estep 
Score: -14819009.000000 Penalty: 5960.158203
	Iteration 21Q: 3 clusters Score -1.481901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 164771 members 
Entering Unmasked Estep 
Score: -14819028.000000 Penalty: 5960.158203
	Iteration 22Q: 3 clusters Score -1.481903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 164779 members 
Entering Unmasked Estep 
Score: -14819042.000000 Penalty: 5960.158203
	Iteration 23Q: 3 clusters Score -1.481904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 164788 members 
Entering Unmasked Estep 
Score: -14819045.000000 Penalty: 5960.158203
	Iteration 24Q: 3 clusters Score -1.481904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -14819035.000000 Penalty: 5960.158203
	Iteration 25Q: 3 clusters Score -1.481904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 164803 members 
Entering Unmasked Estep 
Score: -14819054.000000 Penalty: 5960.158203
	Iteration 26Q: 3 clusters Score -1.481905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 164815 members 
Entering Unmasked Estep 
Score: -14819071.000000 Penalty: 5960.158203
	Iteration 27Q: 3 clusters Score -1.481907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 164823 members 
Entering Unmasked Estep 
Score: -14819075.000000 Penalty: 5960.158203
	Iteration 28Q: 3 clusters Score -1.481908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 164826 members 
Entering Unmasked Estep 
Score: -14819073.000000 Penalty: 5960.158203
	Iteration 29Q: 3 clusters Score -1.481907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 164833 members 
Entering Unmasked Estep 
Score: -14819089.000000 Penalty: 5960.158203
	Iteration 30Q: 3 clusters Score -1.481909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 164837 members 
Entering Unmasked Estep 
Score: -14819086.000000 Penalty: 5960.158203
	Iteration 31Q: 3 clusters Score -1.481909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 164839 members 
Entering Unmasked Estep 
Score: -14819082.000000 Penalty: 5960.158203
	Iteration 32Q: 3 clusters Score -1.481908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 164842 members 
Entering Unmasked Estep 
Score: -14819077.000000 Penalty: 5960.158203
	Iteration 33Q: 3 clusters Score -1.481908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 164842 members 
Entering Unmasked Estep 
Score: -14819081.000000 Penalty: 5960.158203
	Iteration 34Q: 3 clusters Score -1.481908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 164843 members 
Entering Unmasked Estep 
Score: -14819083.000000 Penalty: 5960.158203
	Iteration 35Q: 3 clusters Score -1.481908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 164843 members 
Entering Unmasked Estep 
Score: -14819083.000000 Penalty: 5960.158203
	Iteration 36F: 3 clusters Score -1.481908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -103541.117188 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -103541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -101698.414062 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -101698.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -102807.906250 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -102807.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -103418.054688 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -103418.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -103775.859375 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -103775.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -103994.289062 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -103994.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -104176.226562 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -104176.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -104379.585938 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -104379.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -104629.960938 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -104630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -104681.695312 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -104681.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -104693.593750 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -104693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -104698.054688 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -104698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -104701.484375 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -104701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -104703.429688 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -104703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -104706.953125 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -104707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -104710.726562 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -104710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -104712.718750 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -104712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -104713.703125 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -104713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -104715.406250 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -104715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -104716.593750 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -104716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -104732.250000 Penalty: 3579.123535
	Iteration 19F: 3 clusters Score -104732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -104813.507812 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -104813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -105080.812500 Penalty: 3579.123535
	Iteration 21Q: 3 clusters Score -105080.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -105158.609375 Penalty: 3579.123535
	Iteration 22Q: 3 clusters Score -105158.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -105172.421875 Penalty: 3579.123535
	Iteration 23Q: 3 clusters Score -105172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -105179.945312 Penalty: 3579.123535
	Iteration 24Q: 3 clusters Score -105179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -105185.929688 Penalty: 3579.123535
	Iteration 25Q: 3 clusters Score -105185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -105191.898438 Penalty: 3579.123535
	Iteration 26Q: 3 clusters Score -105191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -105191.898438 Penalty: 3579.123535
	Iteration 27F: 3 clusters Score -105191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 13 contains 1192 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 165454 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 443245 members 
Mstep: Class 23 contains 138991 members 
Mstep: Class 24 contains 23814 members 
Entering Unmasked Estep 
Score: -93589424.000000 Penalty: 82531.210938
Splitting cluster 21 changes total score from -93585624.000000 to -93589424.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 22 (443245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443245 members 
Entering Unmasked Estep 
Score: -40692404.000000 Penalty: 3224.465576
	Iteration 0F: 2 clusters Score -4.06924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221205 members 
Mstep: Class 2 contains 222040 members 
Entering Unmasked Estep 
Score: -40394116.000000 Penalty: 6448.931152
	Iteration 0F: 3 clusters Score -4.039412e+07 nChanged 215714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206247 members 
Mstep: Class 2 contains 236998 members 
Entering Unmasked Estep 
Score: -40523600.000000 Penalty: 6448.931152
	Iteration 1F: 3 clusters Score -4.05236e+07 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196178 members 
Mstep: Class 2 contains 247067 members 
Entering Unmasked Estep 
Score: -40528812.000000 Penalty: 6448.931152
	Iteration 2Q: 3 clusters Score -4.052881e+07 nChanged 21569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180291 members 
Mstep: Class 2 contains 262954 members 
Entering Unmasked Estep 
Score: -40539228.000000 Penalty: 6448.931152
	Iteration 3Q: 3 clusters Score -4.053923e+07 nChanged 30091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156694 members 
Mstep: Class 2 contains 286551 members 
Entering Unmasked Estep 
Score: -40559472.000000 Penalty: 6448.931152
	Iteration 4F: 3 clusters Score -4.055947e+07 nChanged 37488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126514 members 
Mstep: Class 2 contains 316731 members 
Entering Unmasked Estep 
Score: -40588488.000000 Penalty: 6448.931152
	Iteration 5F: 3 clusters Score -4.058849e+07 nChanged 38116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 348251 members 
Entering Unmasked Estep 
Score: -40619964.000000 Penalty: 6448.931152
	Iteration 6F: 3 clusters Score -4.061996e+07 nChanged 30728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 374817 members 
Entering Unmasked Estep 
Score: -40643516.000000 Penalty: 6448.931152
	Iteration 7F: 3 clusters Score -4.064352e+07 nChanged 21399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 394670 members 
Entering Unmasked Estep 
Score: -40658616.000000 Penalty: 6448.931152
	Iteration 8Q: 3 clusters Score -4.065862e+07 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 409325 members 
Entering Unmasked Estep 
Score: -40668404.000000 Penalty: 6448.931152
	Iteration 9Q: 3 clusters Score -4.06684e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 420187 members 
Entering Unmasked Estep 
Score: -40675552.000000 Penalty: 6448.931152
	Iteration 10Q: 3 clusters Score -4.067555e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 428216 members 
Entering Unmasked Estep 
Score: -40680312.000000 Penalty: 6448.931152
	Iteration 11Q: 3 clusters Score -4.068031e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 433728 members 
Entering Unmasked Estep 
Score: -40683724.000000 Penalty: 6448.931152
	Iteration 12Q: 3 clusters Score -4.068372e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 437195 members 
Entering Unmasked Estep 
Score: -40686180.000000 Penalty: 6448.931152
	Iteration 13Q: 3 clusters Score -4.068618e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 439310 members 
Entering Unmasked Estep 
Score: -40687868.000000 Penalty: 6448.931152
	Iteration 14Q: 3 clusters Score -4.068787e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 440610 members 
Entering Unmasked Estep 
Score: -40688540.000000 Penalty: 6448.931152
	Iteration 15Q: 3 clusters Score -4.068854e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 441371 members 
Entering Unmasked Estep 
Score: -40688992.000000 Penalty: 6448.931152
	Iteration 16Q: 3 clusters Score -4.068899e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 441807 members 
Entering Unmasked Estep 
Score: -40689304.000000 Penalty: 6448.931152
	Iteration 17Q: 3 clusters Score -4.06893e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 442044 members 
Entering Unmasked Estep 
Score: -40689480.000000 Penalty: 6448.931152
	Iteration 18Q: 3 clusters Score -4.068948e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 442206 members 
Entering Unmasked Estep 
Score: -40689588.000000 Penalty: 6448.931152
	Iteration 19Q: 3 clusters Score -4.068959e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 442293 members 
Entering Unmasked Estep 
Score: -40689724.000000 Penalty: 6448.931152
	Iteration 20F: 3 clusters Score -4.068972e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 442365 members 
Entering Unmasked Estep 
Score: -40689764.000000 Penalty: 6448.931152
	Iteration 21Q: 3 clusters Score -4.068976e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 442418 members 
Entering Unmasked Estep 
Score: -40689760.000000 Penalty: 6448.931152
	Iteration 22Q: 3 clusters Score -4.068976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 442446 members 
Entering Unmasked Estep 
Score: -40689792.000000 Penalty: 6448.931152
	Iteration 23Q: 3 clusters Score -4.068979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 442461 members 
Entering Unmasked Estep 
Score: -40689832.000000 Penalty: 6448.931152
	Iteration 24Q: 3 clusters Score -4.068983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 442478 members 
Entering Unmasked Estep 
Score: -40689824.000000 Penalty: 6448.931152
	Iteration 25Q: 3 clusters Score -4.068982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 442493 members 
Entering Unmasked Estep 
Score: -40689856.000000 Penalty: 6448.931152
	Iteration 26Q: 3 clusters Score -4.068986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 442504 members 
Entering Unmasked Estep 
Score: -40689868.000000 Penalty: 6448.931152
	Iteration 27Q: 3 clusters Score -4.068987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 442518 members 
Entering Unmasked Estep 
Score: -40689888.000000 Penalty: 6448.931152
	Iteration 28Q: 3 clusters Score -4.068989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 442528 members 
Entering Unmasked Estep 
Score: -40689912.000000 Penalty: 6448.931152
	Iteration 29Q: 3 clusters Score -4.068991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 442538 members 
Entering Unmasked Estep 
Score: -40689916.000000 Penalty: 6448.931152
	Iteration 30Q: 3 clusters Score -4.068992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 442546 members 
Entering Unmasked Estep 
Score: -40689940.000000 Penalty: 6448.931152
	Iteration 31Q: 3 clusters Score -4.068994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 442554 members 
Entering Unmasked Estep 
Score: -40689924.000000 Penalty: 6448.931152
	Iteration 32Q: 3 clusters Score -4.068992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 442558 members 
Entering Unmasked Estep 
Score: -40689912.000000 Penalty: 6448.931152
	Iteration 33Q: 3 clusters Score -4.068991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 442561 members 
Entering Unmasked Estep 
Score: -40689932.000000 Penalty: 6448.931152
	Iteration 34Q: 3 clusters Score -4.068993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 442562 members 
Entering Unmasked Estep 
Score: -40689924.000000 Penalty: 6448.931152
	Iteration 35Q: 3 clusters Score -4.068992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 442561 members 
Entering Unmasked Estep 
Score: -40689912.000000 Penalty: 6448.931152
	Iteration 36Q: 3 clusters Score -4.068991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 442558 members 
Entering Unmasked Estep 
Score: -40689920.000000 Penalty: 6448.931152
	Iteration 37Q: 3 clusters Score -4.068992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 442557 members 
Entering Unmasked Estep 
Score: -40689916.000000 Penalty: 6448.931152
	Iteration 38Q: 3 clusters Score -4.068992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 442558 members 
Entering Unmasked Estep 
Score: -40689936.000000 Penalty: 6448.931152
	Iteration 39Q: 3 clusters Score -4.068994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 442558 members 
Entering Unmasked Estep 
Score: -40689936.000000 Penalty: 6448.931152
	Iteration 40F: 3 clusters Score -4.068994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (138991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138991 members 
Entering Unmasked Estep 
Score: -12695858.000000 Penalty: 2936.856689
	Iteration 0F: 2 clusters Score -1.269586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -12602830.000000 Penalty: 5873.713379
	Iteration 0F: 3 clusters Score -1.260283e+07 nChanged 66279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -12641607.000000 Penalty: 5873.713379
	Iteration 1F: 3 clusters Score -1.264161e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -12643526.000000 Penalty: 5873.713379
	Iteration 2Q: 3 clusters Score -1.264353e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -12646946.000000 Penalty: 5873.713379
	Iteration 3Q: 3 clusters Score -1.264695e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -12651930.000000 Penalty: 5873.713379
	Iteration 4F: 3 clusters Score -1.265193e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -12657642.000000 Penalty: 5873.713379
	Iteration 5F: 3 clusters Score -1.265764e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -12664007.000000 Penalty: 5873.713379
	Iteration 6F: 3 clusters Score -1.266401e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -12670275.000000 Penalty: 5873.713379
	Iteration 7F: 3 clusters Score -1.267028e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -12676307.000000 Penalty: 5873.713379
	Iteration 8F: 3 clusters Score -1.267631e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112343 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -12681959.000000 Penalty: 5873.713379
	Iteration 9Q: 3 clusters Score -1.268196e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117403 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -12687077.000000 Penalty: 5873.713379
	Iteration 10Q: 3 clusters Score -1.268708e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -12690553.000000 Penalty: 5873.713379
	Iteration 11Q: 3 clusters Score -1.269055e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123616 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -12692639.000000 Penalty: 5873.713379
	Iteration 12Q: 3 clusters Score -1.269264e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -12693890.000000 Penalty: 5873.713379
	Iteration 13Q: 3 clusters Score -1.269389e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -12694598.000000 Penalty: 5873.713379
	Iteration 14Q: 3 clusters Score -1.26946e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128137 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -12695182.000000 Penalty: 5873.713379
	Iteration 15Q: 3 clusters Score -1.269518e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129053 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -12695593.000000 Penalty: 5873.713379
	Iteration 16Q: 3 clusters Score -1.269559e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129815 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -12695829.000000 Penalty: 5873.713379
	Iteration 17Q: 3 clusters Score -1.269583e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130405 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -12696028.000000 Penalty: 5873.713379
	Iteration 18Q: 3 clusters Score -1.269603e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -12696252.000000 Penalty: 5873.713379
	Iteration 19Q: 3 clusters Score -1.269625e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -12696365.000000 Penalty: 5873.713379
	Iteration 20F: 3 clusters Score -1.269636e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131537 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -12696392.000000 Penalty: 5873.713379
	Iteration 21Q: 3 clusters Score -1.269639e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131778 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -12696416.000000 Penalty: 5873.713379
	Iteration 22Q: 3 clusters Score -1.269642e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -12696460.000000 Penalty: 5873.713379
	Iteration 23Q: 3 clusters Score -1.269646e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132155 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -12696500.000000 Penalty: 5873.713379
	Iteration 24Q: 3 clusters Score -1.26965e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132304 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -12696521.000000 Penalty: 5873.713379
	Iteration 25Q: 3 clusters Score -1.269652e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132430 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -12696555.000000 Penalty: 5873.713379
	Iteration 26Q: 3 clusters Score -1.269656e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -12696618.000000 Penalty: 5873.713379
	Iteration 27Q: 3 clusters Score -1.269662e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132653 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -12696628.000000 Penalty: 5873.713379
	Iteration 28Q: 3 clusters Score -1.269663e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -12696670.000000 Penalty: 5873.713379
	Iteration 29Q: 3 clusters Score -1.269667e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132827 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -12696660.000000 Penalty: 5873.713379
	Iteration 30Q: 3 clusters Score -1.269666e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132890 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -12696670.000000 Penalty: 5873.713379
	Iteration 31Q: 3 clusters Score -1.269667e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132937 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -12696660.000000 Penalty: 5873.713379
	Iteration 32Q: 3 clusters Score -1.269666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132976 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -12696674.000000 Penalty: 5873.713379
	Iteration 33Q: 3 clusters Score -1.269667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -12696664.000000 Penalty: 5873.713379
	Iteration 34Q: 3 clusters Score -1.269666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133022 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -12696667.000000 Penalty: 5873.713379
	Iteration 35Q: 3 clusters Score -1.269667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133044 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -12696658.000000 Penalty: 5873.713379
	Iteration 36Q: 3 clusters Score -1.269666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133068 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -12696694.000000 Penalty: 5873.713379
	Iteration 37Q: 3 clusters Score -1.269669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133086 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -12696698.000000 Penalty: 5873.713379
	Iteration 38Q: 3 clusters Score -1.26967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133096 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -12696700.000000 Penalty: 5873.713379
	Iteration 39Q: 3 clusters Score -1.26967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133104 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -12696703.000000 Penalty: 5873.713379
	Iteration 40F: 3 clusters Score -1.26967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133115 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -12696705.000000 Penalty: 5873.713379
	Iteration 41Q: 3 clusters Score -1.26967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133120 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -12696724.000000 Penalty: 5873.713379
	Iteration 42Q: 3 clusters Score -1.269672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133122 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -12696723.000000 Penalty: 5873.713379
	Iteration 43Q: 3 clusters Score -1.269672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133131 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -12696728.000000 Penalty: 5873.713379
	Iteration 44Q: 3 clusters Score -1.269673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133135 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12696728.000000 Penalty: 5873.713379
	Iteration 45Q: 3 clusters Score -1.269673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -12696726.000000 Penalty: 5873.713379
	Iteration 46Q: 3 clusters Score -1.269673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -12696724.000000 Penalty: 5873.713379
	Iteration 47Q: 3 clusters Score -1.269672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -12696724.000000 Penalty: 5873.713379
	Iteration 48F: 3 clusters Score -1.269672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 13 contains 1192 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 165454 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 443245 members 
Mstep: Class 23 contains 133139 members 
Mstep: Class 24 contains 23814 members 
Mstep: Class 25 contains 5852 members 
Entering Unmasked Estep 
Score: -93589808.000000 Penalty: 85970.007812
Splitting cluster 23 changes total score from -93585624.000000 to -93589808.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 24 (23814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Entering Unmasked Estep 
Score: -2117459.750000 Penalty: 2499.351074
	Iteration 0F: 2 clusters Score -2117460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2100879.000000 Penalty: 4998.702148
	Iteration 0F: 3 clusters Score -2100879 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2106528.000000 Penalty: 4998.702148
	Iteration 1F: 3 clusters Score -2106528 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2107005.000000 Penalty: 4998.702148
	Iteration 2F: 3 clusters Score -2107005 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2107488.250000 Penalty: 4998.702148
	Iteration 3Q: 3 clusters Score -2107488 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2107899.000000 Penalty: 4998.702148
	Iteration 4Q: 3 clusters Score -2107899 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2108301.000000 Penalty: 4998.702148
	Iteration 5Q: 3 clusters Score -2108301 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2108741.000000 Penalty: 4998.702148
	Iteration 6Q: 3 clusters Score -2108741 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2109196.000000 Penalty: 4998.702148
	Iteration 7Q: 3 clusters Score -2109196 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2109678.750000 Penalty: 4998.702148
	Iteration 8Q: 3 clusters Score -2109679 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2110183.250000 Penalty: 4998.702148
	Iteration 9Q: 3 clusters Score -2110183 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2110711.000000 Penalty: 4998.702148
	Iteration 10Q: 3 clusters Score -2110711 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2111270.250000 Penalty: 4998.702148
	Iteration 11Q: 3 clusters Score -2111270 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2111758.500000 Penalty: 4998.702148
	Iteration 12Q: 3 clusters Score -2111758 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2112117.500000 Penalty: 4998.702148
	Iteration 13Q: 3 clusters Score -2112118 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2112393.500000 Penalty: 4998.702148
	Iteration 14Q: 3 clusters Score -2112394 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2112563.250000 Penalty: 4998.702148
	Iteration 15Q: 3 clusters Score -2112563 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2112666.250000 Penalty: 4998.702148
	Iteration 16Q: 3 clusters Score -2112666 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2112761.250000 Penalty: 4998.702148
	Iteration 17Q: 3 clusters Score -2112761 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2112834.750000 Penalty: 4998.702148
	Iteration 18Q: 3 clusters Score -2112835 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2112904.000000 Penalty: 4998.702148
	Iteration 19Q: 3 clusters Score -2112904 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2112987.250000 Penalty: 4998.702148
	Iteration 20F: 3 clusters Score -2112987 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2113065.000000 Penalty: 4998.702148
	Iteration 21Q: 3 clusters Score -2113065 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2113126.750000 Penalty: 4998.702148
	Iteration 22Q: 3 clusters Score -2113127 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2113206.000000 Penalty: 4998.702148
	Iteration 23Q: 3 clusters Score -2113206 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2113298.500000 Penalty: 4998.702148
	Iteration 24Q: 3 clusters Score -2113298 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2113386.250000 Penalty: 4998.702148
	Iteration 25Q: 3 clusters Score -2113386 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2113492.750000 Penalty: 4998.702148
	Iteration 26Q: 3 clusters Score -2113493 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2113613.750000 Penalty: 4998.702148
	Iteration 27Q: 3 clusters Score -2113614 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2113714.250000 Penalty: 4998.702148
	Iteration 28Q: 3 clusters Score -2113714 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2113819.500000 Penalty: 4998.702148
	Iteration 29Q: 3 clusters Score -2113820 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2113917.250000 Penalty: 4998.702148
	Iteration 30Q: 3 clusters Score -2113917 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2114011.000000 Penalty: 4998.702148
	Iteration 31Q: 3 clusters Score -2114011 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2114106.250000 Penalty: 4998.702148
	Iteration 32Q: 3 clusters Score -2114106 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2114198.750000 Penalty: 4998.702148
	Iteration 33Q: 3 clusters Score -2114199 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2114287.000000 Penalty: 4998.702148
	Iteration 34Q: 3 clusters Score -2114287 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2114353.500000 Penalty: 4998.702148
	Iteration 35Q: 3 clusters Score -2114354 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2114401.250000 Penalty: 4998.702148
	Iteration 36Q: 3 clusters Score -2114401 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2114450.250000 Penalty: 4998.702148
	Iteration 37Q: 3 clusters Score -2114450 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2114497.250000 Penalty: 4998.702148
	Iteration 38Q: 3 clusters Score -2114497 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2114547.500000 Penalty: 4998.702148
	Iteration 39Q: 3 clusters Score -2114548 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2114597.500000 Penalty: 4998.702148
	Iteration 40F: 3 clusters Score -2114598 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2114630.250000 Penalty: 4998.702148
	Iteration 41Q: 3 clusters Score -2114630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2114667.250000 Penalty: 4998.702148
	Iteration 42Q: 3 clusters Score -2114667 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2114703.500000 Penalty: 4998.702148
	Iteration 43Q: 3 clusters Score -2114704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2114743.000000 Penalty: 4998.702148
	Iteration 44Q: 3 clusters Score -2114743 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2114760.500000 Penalty: 4998.702148
	Iteration 45Q: 3 clusters Score -2114760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2114783.250000 Penalty: 4998.702148
	Iteration 46Q: 3 clusters Score -2114783 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2114819.500000 Penalty: 4998.702148
	Iteration 47Q: 3 clusters Score -2114820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2114857.000000 Penalty: 4998.702148
	Iteration 48Q: 3 clusters Score -2114857 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2114894.750000 Penalty: 4998.702148
	Iteration 49Q: 3 clusters Score -2114895 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2114947.000000 Penalty: 4998.702148
	Iteration 50Q: 3 clusters Score -2114947 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2114987.750000 Penalty: 4998.702148
	Iteration 51Q: 3 clusters Score -2114988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2115031.500000 Penalty: 4998.702148
	Iteration 52Q: 3 clusters Score -2115032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2115055.750000 Penalty: 4998.702148
	Iteration 53Q: 3 clusters Score -2115056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2115082.750000 Penalty: 4998.702148
	Iteration 54Q: 3 clusters Score -2115083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2115100.500000 Penalty: 4998.702148
	Iteration 55Q: 3 clusters Score -2115100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2115124.250000 Penalty: 4998.702148
	Iteration 56Q: 3 clusters Score -2115124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2115162.250000 Penalty: 4998.702148
	Iteration 57Q: 3 clusters Score -2115162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2115186.750000 Penalty: 4998.702148
	Iteration 58Q: 3 clusters Score -2115187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2115216.500000 Penalty: 4998.702148
	Iteration 59Q: 3 clusters Score -2115216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2115230.250000 Penalty: 4998.702148
	Iteration 60F: 3 clusters Score -2115230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2115252.250000 Penalty: 4998.702148
	Iteration 61Q: 3 clusters Score -2115252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2115276.250000 Penalty: 4998.702148
	Iteration 62Q: 3 clusters Score -2115276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2115298.500000 Penalty: 4998.702148
	Iteration 63Q: 3 clusters Score -2115298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2115313.000000 Penalty: 4998.702148
	Iteration 64Q: 3 clusters Score -2115313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2115329.000000 Penalty: 4998.702148
	Iteration 65Q: 3 clusters Score -2115329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2115340.500000 Penalty: 4998.702148
	Iteration 66Q: 3 clusters Score -2115340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2115355.250000 Penalty: 4998.702148
	Iteration 67Q: 3 clusters Score -2115355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2115360.000000 Penalty: 4998.702148
	Iteration 68Q: 3 clusters Score -2115360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2115376.750000 Penalty: 4998.702148
	Iteration 69Q: 3 clusters Score -2115377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2115396.250000 Penalty: 4998.702148
	Iteration 70Q: 3 clusters Score -2115396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2115399.750000 Penalty: 4998.702148
	Iteration 71Q: 3 clusters Score -2115400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2115411.750000 Penalty: 4998.702148
	Iteration 72Q: 3 clusters Score -2115412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2115415.500000 Penalty: 4998.702148
	Iteration 73Q: 3 clusters Score -2115416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2115416.250000 Penalty: 4998.702148
	Iteration 74Q: 3 clusters Score -2115416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2115419.250000 Penalty: 4998.702148
	Iteration 75Q: 3 clusters Score -2115419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2115426.000000 Penalty: 4998.702148
	Iteration 76Q: 3 clusters Score -2115426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2115424.500000 Penalty: 4998.702148
	Iteration 77Q: 3 clusters Score -2115424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2115422.750000 Penalty: 4998.702148
	Iteration 78Q: 3 clusters Score -2115423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2115420.750000 Penalty: 4998.702148
	Iteration 79Q: 3 clusters Score -2115421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2115424.250000 Penalty: 4998.702148
	Iteration 80F: 3 clusters Score -2115424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2115426.500000 Penalty: 4998.702148
	Iteration 81Q: 3 clusters Score -2115426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2115424.750000 Penalty: 4998.702148
	Iteration 82Q: 3 clusters Score -2115425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2115423.750000 Penalty: 4998.702148
	Iteration 83Q: 3 clusters Score -2115424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2115428.750000 Penalty: 4998.702148
	Iteration 84Q: 3 clusters Score -2115429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2115427.750000 Penalty: 4998.702148
	Iteration 85Q: 3 clusters Score -2115428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2115431.250000 Penalty: 4998.702148
	Iteration 86Q: 3 clusters Score -2115431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2115432.000000 Penalty: 4998.702148
	Iteration 87Q: 3 clusters Score -2115432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2115434.250000 Penalty: 4998.702148
	Iteration 88Q: 3 clusters Score -2115434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2115433.750000 Penalty: 4998.702148
	Iteration 89Q: 3 clusters Score -2115434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2115438.250000 Penalty: 4998.702148
	Iteration 90Q: 3 clusters Score -2115438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2115438.500000 Penalty: 4998.702148
	Iteration 91Q: 3 clusters Score -2115438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2115438.500000 Penalty: 4998.702148
	Iteration 92Q: 3 clusters Score -2115438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2115438.250000 Penalty: 4998.702148
	Iteration 93Q: 3 clusters Score -2115438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2115438.250000 Penalty: 4998.702148
	Iteration 94Q: 3 clusters Score -2115438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2115440.000000 Penalty: 4998.702148
	Iteration 95Q: 3 clusters Score -2115440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2115442.750000 Penalty: 4998.702148
	Iteration 96Q: 3 clusters Score -2115443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2115443.000000 Penalty: 4998.702148
	Iteration 97Q: 3 clusters Score -2115443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2115440.750000 Penalty: 4998.702148
	Iteration 98Q: 3 clusters Score -2115441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2115444.500000 Penalty: 4998.702148
	Iteration 99Q: 3 clusters Score -2115444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2115445.500000 Penalty: 4998.702148
	Iteration 100F: 3 clusters Score -2115446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2115448.750000 Penalty: 4998.702148
	Iteration 101Q: 3 clusters Score -2115449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2115452.750000 Penalty: 4998.702148
	Iteration 102Q: 3 clusters Score -2115453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2115453.000000 Penalty: 4998.702148
	Iteration 103Q: 3 clusters Score -2115453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2115459.500000 Penalty: 4998.702148
	Iteration 104Q: 3 clusters Score -2115460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2115461.750000 Penalty: 4998.702148
	Iteration 105Q: 3 clusters Score -2115462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2115468.000000 Penalty: 4998.702148
	Iteration 106Q: 3 clusters Score -2115468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2115467.000000 Penalty: 4998.702148
	Iteration 107Q: 3 clusters Score -2115467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2115470.250000 Penalty: 4998.702148
	Iteration 108Q: 3 clusters Score -2115470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2115471.250000 Penalty: 4998.702148
	Iteration 109Q: 3 clusters Score -2115471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2115474.000000 Penalty: 4998.702148
	Iteration 110Q: 3 clusters Score -2115474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2115475.250000 Penalty: 4998.702148
	Iteration 111Q: 3 clusters Score -2115475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2115474.500000 Penalty: 4998.702148
	Iteration 112Q: 3 clusters Score -2115474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2115475.250000 Penalty: 4998.702148
	Iteration 113Q: 3 clusters Score -2115475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2115475.250000 Penalty: 4998.702148
	Iteration 114Q: 3 clusters Score -2115475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2115476.750000 Penalty: 4998.702148
	Iteration 115Q: 3 clusters Score -2115477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2115477.000000 Penalty: 4998.702148
	Iteration 116Q: 3 clusters Score -2115477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2115478.250000 Penalty: 4998.702148
	Iteration 117Q: 3 clusters Score -2115478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2115478.250000 Penalty: 4998.702148
	Iteration 118F: 3 clusters Score -2115478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 165454 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 443245 members 
Mstep: Class 23 contains 133139 members 
Mstep: Class 24 contains 23814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93592368.000000 Penalty: 85970.007812
Iteration 39Q: 26 clusters Score -9.359237e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 25439 members 
Mstep: Class 5 contains 49122 members 
Mstep: Class 6 contains 411 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 1537 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 35476 members 
Mstep: Class 12 contains 18190 members 
Mstep: Class 13 contains 1199 members 
Mstep: Class 14 contains 3568 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 17 contains 84744 members 
Mstep: Class 18 contains 10113 members 
Mstep: Class 19 contains 165717 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 368 members 
Mstep: Class 22 contains 443265 members 
Mstep: Class 23 contains 134046 members 
Mstep: Class 24 contains 23974 members 
Mstep: Class 25 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93598944.000000 Penalty: 85970.007812
Iteration 40F: 26 clusters Score -9.359894e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 335 members 
Mstep: Class 4 contains 25649 members 
Mstep: Class 5 contains 47340 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 699 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 35463 members 
Mstep: Class 12 contains 18707 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 19380 members 
Mstep: Class 16 contains 14558 members 
Mstep: Class 17 contains 85171 members 
Mstep: Class 18 contains 10133 members 
Mstep: Class 19 contains 165480 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 365 members 
Mstep: Class 22 contains 442884 members 
Mstep: Class 23 contains 134440 members 
Mstep: Class 24 contains 24075 members 
Mstep: Class 25 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93610240.000000 Penalty: 85970.007812
Iteration 41Q: 26 clusters Score -9.361024e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 25845 members 
Mstep: Class 5 contains 45815 members 
Mstep: Class 6 contains 447 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2065 members 
Mstep: Class 11 contains 35449 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 15 contains 19287 members 
Mstep: Class 16 contains 14547 members 
Mstep: Class 17 contains 85545 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 165460 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 442595 members 
Mstep: Class 23 contains 134670 members 
Mstep: Class 24 contains 24176 members 
Mstep: Class 25 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93610728.000000 Penalty: 85970.007812
Iteration 42Q: 26 clusters Score -9.361073e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 26021 members 
Mstep: Class 5 contains 44563 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 4155 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 35424 members 
Mstep: Class 12 contains 19468 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4258 members 
Mstep: Class 15 contains 19268 members 
Mstep: Class 16 contains 14565 members 
Mstep: Class 17 contains 85912 members 
Mstep: Class 18 contains 10188 members 
Mstep: Class 19 contains 165449 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 442378 members 
Mstep: Class 23 contains 134825 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611000.000000 Penalty: 85970.007812
Iteration 43Q: 26 clusters Score -9.3611e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 26189 members 
Mstep: Class 5 contains 43487 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 4226 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 35399 members 
Mstep: Class 12 contains 19709 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 19231 members 
Mstep: Class 16 contains 14564 members 
Mstep: Class 17 contains 86237 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 165482 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 442223 members 
Mstep: Class 23 contains 134904 members 
Mstep: Class 24 contains 24310 members 
Mstep: Class 25 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611280.000000 Penalty: 85970.007812
Iteration 44Q: 26 clusters Score -9.361128e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4821 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 26344 members 
Mstep: Class 5 contains 42538 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 35378 members 
Mstep: Class 12 contains 19903 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 19220 members 
Mstep: Class 16 contains 14563 members 
Mstep: Class 17 contains 86526 members 
Mstep: Class 18 contains 10243 members 
Mstep: Class 19 contains 165536 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 442089 members 
Mstep: Class 23 contains 134950 members 
Mstep: Class 24 contains 24374 members 
Mstep: Class 25 contains 6194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611768.000000 Penalty: 85970.007812
Iteration 45Q: 26 clusters Score -9.361177e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 278 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 41667 members 
Mstep: Class 6 contains 432 members 
Mstep: Class 7 contains 4309 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 20066 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 15 contains 19205 members 
Mstep: Class 16 contains 14556 members 
Mstep: Class 17 contains 86806 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 19 contains 165607 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 441998 members 
Mstep: Class 23 contains 134939 members 
Mstep: Class 24 contains 24422 members 
Mstep: Class 25 contains 6235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93611888.000000 Penalty: 85970.007812
Iteration 46Q: 26 clusters Score -9.361189e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 276 members 
Mstep: Class 4 contains 26626 members 
Mstep: Class 5 contains 40897 members 
Mstep: Class 6 contains 432 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 711 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2153 members 
Mstep: Class 11 contains 35348 members 
Mstep: Class 12 contains 20209 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 14553 members 
Mstep: Class 17 contains 87029 members 
Mstep: Class 18 contains 10299 members 
Mstep: Class 19 contains 165684 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 441895 members 
Mstep: Class 23 contains 134937 members 
Mstep: Class 24 contains 24443 members 
Mstep: Class 25 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612232.000000 Penalty: 85970.007812
Iteration 47Q: 26 clusters Score -9.361223e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26739 members 
Mstep: Class 5 contains 40202 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 4359 members 
Mstep: Class 8 contains 710 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 35334 members 
Mstep: Class 12 contains 20306 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 19218 members 
Mstep: Class 16 contains 14552 members 
Mstep: Class 17 contains 87238 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 165743 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441819 members 
Mstep: Class 23 contains 134942 members 
Mstep: Class 24 contains 24460 members 
Mstep: Class 25 contains 6301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612568.000000 Penalty: 85970.007812
Iteration 48Q: 26 clusters Score -9.361257e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26834 members 
Mstep: Class 5 contains 39567 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 35319 members 
Mstep: Class 12 contains 20377 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 19223 members 
Mstep: Class 16 contains 14555 members 
Mstep: Class 17 contains 87416 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 165812 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441769 members 
Mstep: Class 23 contains 134970 members 
Mstep: Class 24 contains 24474 members 
Mstep: Class 25 contains 6327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612624.000000 Penalty: 85970.007812
Iteration 49Q: 26 clusters Score -9.361262e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26881 members 
Mstep: Class 5 contains 38975 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 35308 members 
Mstep: Class 12 contains 20439 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 14563 members 
Mstep: Class 17 contains 87571 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 165901 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441739 members 
Mstep: Class 23 contains 135013 members 
Mstep: Class 24 contains 24483 members 
Mstep: Class 25 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612912.000000 Penalty: 85970.007812
Iteration 50Q: 26 clusters Score -9.361291e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26908 members 
Mstep: Class 5 contains 38423 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2165 members 
Mstep: Class 11 contains 35297 members 
Mstep: Class 12 contains 20496 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 19209 members 
Mstep: Class 16 contains 14564 members 
Mstep: Class 17 contains 87717 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 165987 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441718 members 
Mstep: Class 23 contains 135057 members 
Mstep: Class 24 contains 24489 members 
Mstep: Class 25 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613000.000000 Penalty: 85970.007812
Iteration 51Q: 26 clusters Score -9.3613e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5875 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26948 members 
Mstep: Class 5 contains 37948 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 35285 members 
Mstep: Class 12 contains 20544 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 19195 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 87846 members 
Mstep: Class 18 contains 10443 members 
Mstep: Class 19 contains 166045 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441693 members 
Mstep: Class 23 contains 135089 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 6370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613216.000000 Penalty: 85970.007812
Iteration 52Q: 26 clusters Score -9.361322e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26965 members 
Mstep: Class 5 contains 37544 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 4417 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 35270 members 
Mstep: Class 12 contains 20585 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 19183 members 
Mstep: Class 16 contains 14572 members 
Mstep: Class 17 contains 87941 members 
Mstep: Class 18 contains 10468 members 
Mstep: Class 19 contains 166096 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441687 members 
Mstep: Class 23 contains 135134 members 
Mstep: Class 24 contains 24515 members 
Mstep: Class 25 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613184.000000 Penalty: 85970.007812
Iteration 53Q: 26 clusters Score -9.361318e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26954 members 
Mstep: Class 5 contains 37161 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4417 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 35261 members 
Mstep: Class 12 contains 20635 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 19180 members 
Mstep: Class 16 contains 14577 members 
Mstep: Class 17 contains 88022 members 
Mstep: Class 18 contains 10497 members 
Mstep: Class 19 contains 166172 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441666 members 
Mstep: Class 23 contains 135172 members 
Mstep: Class 24 contains 24527 members 
Mstep: Class 25 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613200.000000 Penalty: 85970.007812
Iteration 54Q: 26 clusters Score -9.36132e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6247 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26936 members 
Mstep: Class 5 contains 36819 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 35248 members 
Mstep: Class 12 contains 20676 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 19179 members 
Mstep: Class 16 contains 14578 members 
Mstep: Class 17 contains 88106 members 
Mstep: Class 18 contains 10531 members 
Mstep: Class 19 contains 166221 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441638 members 
Mstep: Class 23 contains 135218 members 
Mstep: Class 24 contains 24543 members 
Mstep: Class 25 contains 6398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613168.000000 Penalty: 85970.007812
Iteration 55Q: 26 clusters Score -9.361317e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6364 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 35234 members 
Mstep: Class 12 contains 20707 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 14578 members 
Mstep: Class 17 contains 88187 members 
Mstep: Class 18 contains 10553 members 
Mstep: Class 19 contains 166264 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441615 members 
Mstep: Class 23 contains 135251 members 
Mstep: Class 24 contains 24556 members 
Mstep: Class 25 contains 6405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613080.000000 Penalty: 85970.007812
Iteration 56Q: 26 clusters Score -9.361308e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26907 members 
Mstep: Class 5 contains 36257 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 35224 members 
Mstep: Class 12 contains 20728 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 19187 members 
Mstep: Class 16 contains 14577 members 
Mstep: Class 17 contains 88246 members 
Mstep: Class 18 contains 10569 members 
Mstep: Class 19 contains 166286 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441600 members 
Mstep: Class 23 contains 135295 members 
Mstep: Class 24 contains 24570 members 
Mstep: Class 25 contains 6415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613192.000000 Penalty: 85970.007812
Iteration 57Q: 26 clusters Score -9.361319e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26893 members 
Mstep: Class 5 contains 36013 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 35210 members 
Mstep: Class 12 contains 20743 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 19187 members 
Mstep: Class 16 contains 14578 members 
Mstep: Class 17 contains 88326 members 
Mstep: Class 18 contains 10596 members 
Mstep: Class 19 contains 166298 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441574 members 
Mstep: Class 23 contains 135329 members 
Mstep: Class 24 contains 24579 members 
Mstep: Class 25 contains 6425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613256.000000 Penalty: 85970.007812
Iteration 58Q: 26 clusters Score -9.361326e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6658 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26878 members 
Mstep: Class 5 contains 35810 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 20757 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 19193 members 
Mstep: Class 16 contains 14579 members 
Mstep: Class 17 contains 88401 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 166295 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441560 members 
Mstep: Class 23 contains 135338 members 
Mstep: Class 24 contains 24589 members 
Mstep: Class 25 contains 6430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93613072.000000 Penalty: 85970.007812
Iteration 59Q: 26 clusters Score -9.361307e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 26862 members 
Mstep: Class 5 contains 35638 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 35186 members 
Mstep: Class 12 contains 20770 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 19194 members 
Mstep: Class 16 contains 14579 members 
Mstep: Class 17 contains 88466 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 166299 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441555 members 
Mstep: Class 23 contains 135343 members 
Mstep: Class 24 contains 24596 members 
Mstep: Class 25 contains 6437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93617416.000000 Penalty: 85970.007812
Iteration 60F: 26 clusters Score -9.361742e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 348 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 35178 members 
Mstep: Class 12 contains 20786 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 19200 members 
Mstep: Class 16 contains 14580 members 
Mstep: Class 17 contains 88524 members 
Mstep: Class 18 contains 10647 members 
Mstep: Class 19 contains 166321 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441548 members 
Mstep: Class 23 contains 135343 members 
Mstep: Class 24 contains 24600 members 
Mstep: Class 25 contains 6447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619464.000000 Penalty: 85970.007812
Iteration 61Q: 26 clusters Score -9.361946e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 26806 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 35173 members 
Mstep: Class 12 contains 20794 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 19213 members 
Mstep: Class 16 contains 14574 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 19 contains 166326 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441543 members 
Mstep: Class 23 contains 135338 members 
Mstep: Class 24 contains 24604 members 
Mstep: Class 25 contains 6453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619632.000000 Penalty: 85970.007812
Iteration 62Q: 26 clusters Score -9.361963e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 26762 members 
Mstep: Class 5 contains 35190 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 35167 members 
Mstep: Class 12 contains 20814 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 19217 members 
Mstep: Class 16 contains 14575 members 
Mstep: Class 17 contains 88638 members 
Mstep: Class 18 contains 10664 members 
Mstep: Class 19 contains 166331 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 441533 members 
Mstep: Class 23 contains 135329 members 
Mstep: Class 24 contains 24604 members 
Mstep: Class 25 contains 6463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619744.000000 Penalty: 85970.007812
Iteration 63Q: 26 clusters Score -9.361974e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7108 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 26710 members 
Mstep: Class 5 contains 35056 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 35168 members 
Mstep: Class 12 contains 20830 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 19217 members 
Mstep: Class 16 contains 14578 members 
Mstep: Class 17 contains 88679 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 166331 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 441534 members 
Mstep: Class 23 contains 135325 members 
Mstep: Class 24 contains 24610 members 
Mstep: Class 25 contains 6468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619832.000000 Penalty: 85970.007812
Iteration 64Q: 26 clusters Score -9.361983e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7237 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 26643 members 
Mstep: Class 5 contains 34909 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 4457 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 35167 members 
Mstep: Class 12 contains 20837 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 14584 members 
Mstep: Class 17 contains 88715 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 166355 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441530 members 
Mstep: Class 23 contains 135333 members 
Mstep: Class 24 contains 24610 members 
Mstep: Class 25 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619944.000000 Penalty: 85970.007812
Iteration 65Q: 26 clusters Score -9.361994e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 26558 members 
Mstep: Class 5 contains 34759 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 35164 members 
Mstep: Class 12 contains 20842 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 14586 members 
Mstep: Class 17 contains 88765 members 
Mstep: Class 18 contains 10670 members 
Mstep: Class 19 contains 166357 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441531 members 
Mstep: Class 23 contains 135338 members 
Mstep: Class 24 contains 24621 members 
Mstep: Class 25 contains 6473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620040.000000 Penalty: 85970.007812
Iteration 66Q: 26 clusters Score -9.362004e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7524 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 26468 members 
Mstep: Class 5 contains 34622 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 740 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 11 contains 35160 members 
Mstep: Class 12 contains 20844 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 16 contains 14588 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 10677 members 
Mstep: Class 19 contains 166358 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441532 members 
Mstep: Class 23 contains 135355 members 
Mstep: Class 24 contains 24624 members 
Mstep: Class 25 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620088.000000 Penalty: 85970.007812
Iteration 67Q: 26 clusters Score -9.362009e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7676 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 26357 members 
Mstep: Class 5 contains 34515 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 35159 members 
Mstep: Class 12 contains 20849 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 19210 members 
Mstep: Class 16 contains 14588 members 
Mstep: Class 17 contains 88844 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 19 contains 166351 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441531 members 
Mstep: Class 23 contains 135369 members 
Mstep: Class 24 contains 24621 members 
Mstep: Class 25 contains 6482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620112.000000 Penalty: 85970.007812
Iteration 68Q: 26 clusters Score -9.362011e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7823 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 26263 members 
Mstep: Class 5 contains 34419 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4466 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35159 members 
Mstep: Class 12 contains 20853 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 19211 members 
Mstep: Class 16 contains 14586 members 
Mstep: Class 17 contains 88874 members 
Mstep: Class 18 contains 10693 members 
Mstep: Class 19 contains 166328 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441528 members 
Mstep: Class 23 contains 135388 members 
Mstep: Class 24 contains 24618 members 
Mstep: Class 25 contains 6484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93619992.000000 Penalty: 85970.007812
Iteration 69Q: 26 clusters Score -9.361999e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7951 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 26191 members 
Mstep: Class 5 contains 34334 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 35157 members 
Mstep: Class 12 contains 20859 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 19209 members 
Mstep: Class 16 contains 14586 members 
Mstep: Class 17 contains 88898 members 
Mstep: Class 18 contains 10702 members 
Mstep: Class 19 contains 166309 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441513 members 
Mstep: Class 23 contains 135406 members 
Mstep: Class 24 contains 24618 members 
Mstep: Class 25 contains 6489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620032.000000 Penalty: 85970.007812
Iteration 70Q: 26 clusters Score -9.362003e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8106 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 26089 members 
Mstep: Class 5 contains 34261 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 35153 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 19213 members 
Mstep: Class 16 contains 14586 members 
Mstep: Class 17 contains 88923 members 
Mstep: Class 18 contains 10709 members 
Mstep: Class 19 contains 166283 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441498 members 
Mstep: Class 23 contains 135417 members 
Mstep: Class 24 contains 24623 members 
Mstep: Class 25 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620080.000000 Penalty: 85970.007812
Iteration 71Q: 26 clusters Score -9.362008e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25989 members 
Mstep: Class 5 contains 34197 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 35151 members 
Mstep: Class 12 contains 20878 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 19215 members 
Mstep: Class 16 contains 14586 members 
Mstep: Class 17 contains 88943 members 
Mstep: Class 18 contains 10710 members 
Mstep: Class 19 contains 166257 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441478 members 
Mstep: Class 23 contains 135431 members 
Mstep: Class 24 contains 24626 members 
Mstep: Class 25 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620040.000000 Penalty: 85970.007812
Iteration 72Q: 26 clusters Score -9.362004e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25882 members 
Mstep: Class 5 contains 34128 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 35146 members 
Mstep: Class 12 contains 20885 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 19217 members 
Mstep: Class 16 contains 14589 members 
Mstep: Class 17 contains 88958 members 
Mstep: Class 18 contains 10713 members 
Mstep: Class 19 contains 166234 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441475 members 
Mstep: Class 23 contains 135443 members 
Mstep: Class 24 contains 24627 members 
Mstep: Class 25 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620208.000000 Penalty: 85970.007812
Iteration 73Q: 26 clusters Score -9.362021e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8567 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25756 members 
Mstep: Class 5 contains 34076 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 35141 members 
Mstep: Class 12 contains 20884 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4631 members 
Mstep: Class 15 contains 19217 members 
Mstep: Class 16 contains 14591 members 
Mstep: Class 17 contains 88976 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 166233 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441478 members 
Mstep: Class 23 contains 135449 members 
Mstep: Class 24 contains 24628 members 
Mstep: Class 25 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620264.000000 Penalty: 85970.007812
Iteration 74Q: 26 clusters Score -9.362026e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8706 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25635 members 
Mstep: Class 5 contains 34023 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 35138 members 
Mstep: Class 12 contains 20890 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4631 members 
Mstep: Class 15 contains 19215 members 
Mstep: Class 16 contains 14593 members 
Mstep: Class 17 contains 88994 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166238 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441467 members 
Mstep: Class 23 contains 135455 members 
Mstep: Class 24 contains 24635 members 
Mstep: Class 25 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620248.000000 Penalty: 85970.007812
Iteration 75Q: 26 clusters Score -9.362025e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8831 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25538 members 
Mstep: Class 5 contains 33965 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 35137 members 
Mstep: Class 12 contains 20895 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 19215 members 
Mstep: Class 16 contains 14594 members 
Mstep: Class 17 contains 89004 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166244 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441462 members 
Mstep: Class 23 contains 135462 members 
Mstep: Class 24 contains 24640 members 
Mstep: Class 25 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620312.000000 Penalty: 85970.007812
Iteration 76Q: 26 clusters Score -9.362031e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8937 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25441 members 
Mstep: Class 5 contains 33918 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35137 members 
Mstep: Class 12 contains 20905 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 19219 members 
Mstep: Class 16 contains 14594 members 
Mstep: Class 17 contains 89009 members 
Mstep: Class 18 contains 10727 members 
Mstep: Class 19 contains 166246 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441463 members 
Mstep: Class 23 contains 135470 members 
Mstep: Class 24 contains 24646 members 
Mstep: Class 25 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620312.000000 Penalty: 85970.007812
Iteration 77Q: 26 clusters Score -9.362031e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9026 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25361 members 
Mstep: Class 5 contains 33876 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35135 members 
Mstep: Class 12 contains 20913 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4635 members 
Mstep: Class 15 contains 19221 members 
Mstep: Class 16 contains 14594 members 
Mstep: Class 17 contains 89021 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166250 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441458 members 
Mstep: Class 23 contains 135474 members 
Mstep: Class 24 contains 24650 members 
Mstep: Class 25 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93620264.000000 Penalty: 85970.007812
Iteration 78Q: 26 clusters Score -9.362026e+07 nChanged 238
Entering ConstructFrom: 
Score: -93620264.000000 Penalty: 85970.007812
Entering ConstructFrom: 
Trying to split cluster 1 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -223859.546875 Penalty: 1965.349487
	Iteration 0F: 2 clusters Score -223859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -220849.312500 Penalty: 3930.698975
	Iteration 0F: 3 clusters Score -220849.3 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -222088.265625 Penalty: 3930.698975
	Iteration 1F: 3 clusters Score -222088.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -223282.734375 Penalty: 3930.698975
	Iteration 2F: 3 clusters Score -223282.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -224219.796875 Penalty: 3930.698975
	Iteration 3F: 3 clusters Score -224219.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -224836.500000 Penalty: 3930.698975
	Iteration 4F: 3 clusters Score -224836.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -225157.859375 Penalty: 3930.698975
	Iteration 5F: 3 clusters Score -225157.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -225595.953125 Penalty: 3930.698975
	Iteration 6Q: 3 clusters Score -225596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -225954.015625 Penalty: 3930.698975
	Iteration 7Q: 3 clusters Score -225954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -226090.109375 Penalty: 3930.698975
	Iteration 8Q: 3 clusters Score -226090.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -226124.453125 Penalty: 3930.698975
	Iteration 9Q: 3 clusters Score -226124.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -226157.453125 Penalty: 3930.698975
	Iteration 10Q: 3 clusters Score -226157.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -226176.515625 Penalty: 3930.698975
	Iteration 11Q: 3 clusters Score -226176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -226182.671875 Penalty: 3930.698975
	Iteration 12Q: 3 clusters Score -226182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -226191.359375 Penalty: 3930.698975
	Iteration 13Q: 3 clusters Score -226191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -226199.906250 Penalty: 3930.698975
	Iteration 14Q: 3 clusters Score -226199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -226206.093750 Penalty: 3930.698975
	Iteration 15Q: 3 clusters Score -226206.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226214.968750 Penalty: 3930.698975
	Iteration 16Q: 3 clusters Score -226215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -226226.531250 Penalty: 3930.698975
	Iteration 17Q: 3 clusters Score -226226.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -226237.984375 Penalty: 3930.698975
	Iteration 18Q: 3 clusters Score -226238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -226256.671875 Penalty: 3930.698975
	Iteration 19Q: 3 clusters Score -226256.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -226287.140625 Penalty: 3930.698975
	Iteration 20F: 3 clusters Score -226287.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -226334.671875 Penalty: 3930.698975
	Iteration 21Q: 3 clusters Score -226334.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -226401.781250 Penalty: 3930.698975
	Iteration 22Q: 3 clusters Score -226401.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -226526.468750 Penalty: 3930.698975
	Iteration 23Q: 3 clusters Score -226526.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -226777.265625 Penalty: 3930.698975
	Iteration 24Q: 3 clusters Score -226777.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -226864.625000 Penalty: 3930.698975
	Iteration 25Q: 3 clusters Score -226864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -226867.453125 Penalty: 3930.698975
	Iteration 26Q: 3 clusters Score -226867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -226867.453125 Penalty: 3930.698975
	Iteration 27F: 3 clusters Score -226867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25288 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 35132 members 
Mstep: Class 12 contains 20916 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 19219 members 
Mstep: Class 16 contains 14595 members 
Mstep: Class 17 contains 89032 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 166241 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441463 members 
Mstep: Class 23 contains 135484 members 
Mstep: Class 24 contains 24652 members 
Mstep: Class 25 contains 6493 members 
Mstep: Class 26 contains 1559 members 
Entering Unmasked Estep 
Score: -93621424.000000 Penalty: 89408.812500
Splitting cluster 1 changes total score from -93620264.000000 to -93621424.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 2 (9121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Entering Unmasked Estep 
Score: -838931.750000 Penalty: 2261.346924
	Iteration 0F: 2 clusters Score -838931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -831788.875000 Penalty: 4522.693848
	Iteration 0F: 3 clusters Score -831788.9 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -833791.812500 Penalty: 4522.693848
	Iteration 1F: 3 clusters Score -833791.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -834051.687500 Penalty: 4522.693848
	Iteration 2F: 3 clusters Score -834051.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -834232.937500 Penalty: 4522.693848
	Iteration 3Q: 3 clusters Score -834232.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -834367.187500 Penalty: 4522.693848
	Iteration 4Q: 3 clusters Score -834367.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -834478.437500 Penalty: 4522.693848
	Iteration 5Q: 3 clusters Score -834478.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -834586.437500 Penalty: 4522.693848
	Iteration 6Q: 3 clusters Score -834586.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -834679.000000 Penalty: 4522.693848
	Iteration 7Q: 3 clusters Score -834679 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -834779.625000 Penalty: 4522.693848
	Iteration 8Q: 3 clusters Score -834779.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -834880.875000 Penalty: 4522.693848
	Iteration 9Q: 3 clusters Score -834880.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -835017.562500 Penalty: 4522.693848
	Iteration 10Q: 3 clusters Score -835017.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -835162.875000 Penalty: 4522.693848
	Iteration 11Q: 3 clusters Score -835162.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -835354.187500 Penalty: 4522.693848
	Iteration 12Q: 3 clusters Score -835354.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -835539.500000 Penalty: 4522.693848
	Iteration 13Q: 3 clusters Score -835539.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -835752.250000 Penalty: 4522.693848
	Iteration 14Q: 3 clusters Score -835752.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -835981.250000 Penalty: 4522.693848
	Iteration 15Q: 3 clusters Score -835981.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -836200.125000 Penalty: 4522.693848
	Iteration 16Q: 3 clusters Score -836200.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -836391.750000 Penalty: 4522.693848
	Iteration 17Q: 3 clusters Score -836391.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -836562.500000 Penalty: 4522.693848
	Iteration 18Q: 3 clusters Score -836562.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -836699.250000 Penalty: 4522.693848
	Iteration 19Q: 3 clusters Score -836699.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -836779.875000 Penalty: 4522.693848
	Iteration 20F: 3 clusters Score -836779.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -836829.875000 Penalty: 4522.693848
	Iteration 21Q: 3 clusters Score -836829.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -836864.875000 Penalty: 4522.693848
	Iteration 22Q: 3 clusters Score -836864.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -836888.250000 Penalty: 4522.693848
	Iteration 23Q: 3 clusters Score -836888.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -836904.812500 Penalty: 4522.693848
	Iteration 24Q: 3 clusters Score -836904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -836915.000000 Penalty: 4522.693848
	Iteration 25Q: 3 clusters Score -836915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -836930.375000 Penalty: 4522.693848
	Iteration 26Q: 3 clusters Score -836930.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -836939.562500 Penalty: 4522.693848
	Iteration 27Q: 3 clusters Score -836939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -836946.625000 Penalty: 4522.693848
	Iteration 28Q: 3 clusters Score -836946.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -836955.937500 Penalty: 4522.693848
	Iteration 29Q: 3 clusters Score -836955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -836963.312500 Penalty: 4522.693848
	Iteration 30Q: 3 clusters Score -836963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -836967.812500 Penalty: 4522.693848
	Iteration 31Q: 3 clusters Score -836967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -836970.937500 Penalty: 4522.693848
	Iteration 32Q: 3 clusters Score -836970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -836973.562500 Penalty: 4522.693848
	Iteration 33Q: 3 clusters Score -836973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -836977.875000 Penalty: 4522.693848
	Iteration 34Q: 3 clusters Score -836977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -836977.812500 Penalty: 4522.693848
	Iteration 35Q: 3 clusters Score -836977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -836981.812500 Penalty: 4522.693848
	Iteration 36Q: 3 clusters Score -836981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -836983.750000 Penalty: 4522.693848
	Iteration 37Q: 3 clusters Score -836983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -836988.937500 Penalty: 4522.693848
	Iteration 38Q: 3 clusters Score -836988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -836992.625000 Penalty: 4522.693848
	Iteration 39Q: 3 clusters Score -836992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -836996.812500 Penalty: 4522.693848
	Iteration 40F: 3 clusters Score -836996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -836999.125000 Penalty: 4522.693848
	Iteration 41Q: 3 clusters Score -836999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -837000.062500 Penalty: 4522.693848
	Iteration 42Q: 3 clusters Score -837000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -837001.937500 Penalty: 4522.693848
	Iteration 43Q: 3 clusters Score -837001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -837001.937500 Penalty: 4522.693848
	Iteration 44F: 3 clusters Score -837001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -23884.152344 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -23884.15 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 159 members 
Entering Unmasked Estep 
Score: -22628.277344 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -22628.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22824.238281 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -22824.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22952.609375 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -22952.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23041.458984 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -23041.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23058.416016 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -23058.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23091.677734 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -23091.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23116.248047 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -23116.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23132.720703 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -23132.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23134.191406 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -23134.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23134.191406 Penalty: 2848.529785
	Iteration 9F: 3 clusters Score -23134.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Entering Unmasked Estep 
Score: -2314605.750000 Penalty: 2514.245117
	Iteration 0F: 2 clusters Score -2314606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2297216.250000 Penalty: 5028.490234
	Iteration 0F: 3 clusters Score -2297216 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2303338.500000 Penalty: 5028.490234
	Iteration 1F: 3 clusters Score -2303338 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2303974.250000 Penalty: 5028.490234
	Iteration 2F: 3 clusters Score -2303974 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2304563.250000 Penalty: 5028.490234
	Iteration 3F: 3 clusters Score -2304563 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2305148.250000 Penalty: 5028.490234
	Iteration 4Q: 3 clusters Score -2305148 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2305812.750000 Penalty: 5028.490234
	Iteration 5Q: 3 clusters Score -2305813 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2306541.500000 Penalty: 5028.490234
	Iteration 6F: 3 clusters Score -2306542 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2307338.750000 Penalty: 5028.490234
	Iteration 7F: 3 clusters Score -2307339 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2308103.000000 Penalty: 5028.490234
	Iteration 8F: 3 clusters Score -2308103 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2308829.500000 Penalty: 5028.490234
	Iteration 9Q: 3 clusters Score -2308830 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2309462.250000 Penalty: 5028.490234
	Iteration 10Q: 3 clusters Score -2309462 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2309952.250000 Penalty: 5028.490234
	Iteration 11Q: 3 clusters Score -2309952 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2310222.750000 Penalty: 5028.490234
	Iteration 12Q: 3 clusters Score -2310223 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 14293 members 
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	Iteration 13Q: 3 clusters Score -2310379 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 14330 members 
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Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 14347 members 
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Mstep: Class 2 contains 14427 members 
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Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 14470 members 
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 14500 members 
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Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2310637 nChanged 141
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Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2310657 nChanged 134
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Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2310676 nChanged 122
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Mstep: Class 1 contains 10695 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2310686 nChanged 111
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Mstep: Class 1 contains 10702 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2310703 nChanged 126
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Mstep: Class 1 contains 10692 members 
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Mstep: Class 1 contains 10684 members 
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	Iteration 26Q: 3 clusters Score -2310752 nChanged 133
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Mstep: Class 1 contains 10669 members 
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	Iteration 27Q: 3 clusters Score -2310778 nChanged 126
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	Iteration 28Q: 3 clusters Score -2310792 nChanged 117
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	Iteration 29Q: 3 clusters Score -2310810 nChanged 109
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Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 14611 members 
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	Iteration 30Q: 3 clusters Score -2310825 nChanged 103
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2310836 nChanged 102
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Mstep: Class 1 contains 10728 members 
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	Iteration 33Q: 3 clusters Score -2310873 nChanged 99
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	Iteration 35Q: 3 clusters Score -2310898 nChanged 116
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	Iteration 37Q: 3 clusters Score -2310924 nChanged 94
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	Iteration 39Q: 3 clusters Score -2310951 nChanged 91
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	Iteration 40F: 3 clusters Score -2310974 nChanged 107
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	Iteration 41Q: 3 clusters Score -2310974 nChanged 120
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	Iteration 42Q: 3 clusters Score -2311002 nChanged 111
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	Iteration 43Q: 3 clusters Score -2311020 nChanged 108
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	Iteration 47Q: 3 clusters Score -2311069 nChanged 79
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	Iteration 50Q: 3 clusters Score -2311091 nChanged 70
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	Iteration 51Q: 3 clusters Score -2311092 nChanged 64
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	Iteration 53Q: 3 clusters Score -2311104 nChanged 52
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	Iteration 54Q: 3 clusters Score -2311114 nChanged 57
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	Iteration 55Q: 3 clusters Score -2311122 nChanged 49
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	Iteration 56Q: 3 clusters Score -2311130 nChanged 44
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	Iteration 57Q: 3 clusters Score -2311142 nChanged 34
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	Iteration 58Q: 3 clusters Score -2311144 nChanged 34
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	Iteration 59Q: 3 clusters Score -2311141 nChanged 39
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	Iteration 60F: 3 clusters Score -2311149 nChanged 40
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	Iteration 61Q: 3 clusters Score -2311153 nChanged 41
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	Iteration 62Q: 3 clusters Score -2311153 nChanged 40
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	Iteration 63Q: 3 clusters Score -2311163 nChanged 31
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	Iteration 64Q: 3 clusters Score -2311158 nChanged 36
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	Iteration 65Q: 3 clusters Score -2311164 nChanged 42
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	Iteration 66Q: 3 clusters Score -2311162 nChanged 44
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	Iteration 67Q: 3 clusters Score -2311162 nChanged 43
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	Iteration 68Q: 3 clusters Score -2311169 nChanged 40
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	Iteration 69Q: 3 clusters Score -2311169 nChanged 41
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	Iteration 70Q: 3 clusters Score -2311172 nChanged 27
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	Iteration 71Q: 3 clusters Score -2311175 nChanged 23
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	Iteration 72Q: 3 clusters Score -2311176 nChanged 28
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	Iteration 73Q: 3 clusters Score -2311180 nChanged 21
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	Iteration 74Q: 3 clusters Score -2311184 nChanged 20
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	Iteration 75Q: 3 clusters Score -2311186 nChanged 19
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	Iteration 76Q: 3 clusters Score -2311184 nChanged 15
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	Iteration 77Q: 3 clusters Score -2311181 nChanged 19
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	Iteration 78Q: 3 clusters Score -2311182 nChanged 18
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	Iteration 79Q: 3 clusters Score -2311182 nChanged 14
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	Iteration 80F: 3 clusters Score -2311188 nChanged 11
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	Iteration 81Q: 3 clusters Score -2311189 nChanged 10
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	Iteration 82Q: 3 clusters Score -2311196 nChanged 8
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	Iteration 83Q: 3 clusters Score -2311194 nChanged 11
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	Iteration 84Q: 3 clusters Score -2311193 nChanged 5
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	Iteration 85Q: 3 clusters Score -2311193 nChanged 5
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	Iteration 86Q: 3 clusters Score -2311192 nChanged 2
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	Iteration 87Q: 3 clusters Score -2311191 nChanged 3
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	Iteration 88Q: 3 clusters Score -2311189 nChanged 1
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	Iteration 89Q: 3 clusters Score -2311190 nChanged 4
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	Iteration 90Q: 3 clusters Score -2311192 nChanged 6
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	Iteration 91Q: 3 clusters Score -2311198 nChanged 8
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	Iteration 92Q: 3 clusters Score -2311195 nChanged 8
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	Iteration 93Q: 3 clusters Score -2311191 nChanged 9
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	Iteration 94Q: 3 clusters Score -2311193 nChanged 7
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	Iteration 95Q: 3 clusters Score -2311192 nChanged 9
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	Iteration 96Q: 3 clusters Score -2311195 nChanged 7
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	Iteration 97Q: 3 clusters Score -2311197 nChanged 11
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	Iteration 98Q: 3 clusters Score -2311196 nChanged 11
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	Iteration 99Q: 3 clusters Score -2311200 nChanged 13
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	Iteration 100F: 3 clusters Score -2311200 nChanged 13
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	Iteration 101Q: 3 clusters Score -2311204 nChanged 12
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	Iteration 103Q: 3 clusters Score -2311198 nChanged 7
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	Iteration 104Q: 3 clusters Score -2311200 nChanged 7
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	Iteration 105Q: 3 clusters Score -2311198 nChanged 5
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	Iteration 106Q: 3 clusters Score -2311198 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2311200.500000 Penalty: 5028.490234
	Iteration 107Q: 3 clusters Score -2311200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2311199.000000 Penalty: 5028.490234
	Iteration 108Q: 3 clusters Score -2311199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2311199.750000 Penalty: 5028.490234
	Iteration 109Q: 3 clusters Score -2311200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2311201.000000 Penalty: 5028.490234
	Iteration 110Q: 3 clusters Score -2311201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2311199.500000 Penalty: 5028.490234
	Iteration 111Q: 3 clusters Score -2311200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2311199.750000 Penalty: 5028.490234
	Iteration 112Q: 3 clusters Score -2311200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2311199.750000 Penalty: 5028.490234
	Iteration 113F: 3 clusters Score -2311200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Entering Unmasked Estep 
Score: -3101372.750000 Penalty: 2586.417480
	Iteration 0F: 2 clusters Score -3101373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3078404.750000 Penalty: 5172.834961
	Iteration 0F: 3 clusters Score -3078405 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3086539.250000 Penalty: 5172.834961
	Iteration 1F: 3 clusters Score -3086539 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3086947.250000 Penalty: 5172.834961
	Iteration 2Q: 3 clusters Score -3086947 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3087320.500000 Penalty: 5172.834961
	Iteration 3Q: 3 clusters Score -3087320 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3087675.000000 Penalty: 5172.834961
	Iteration 4Q: 3 clusters Score -3087675 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3088049.250000 Penalty: 5172.834961
	Iteration 5Q: 3 clusters Score -3088049 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3088457.250000 Penalty: 5172.834961
	Iteration 6Q: 3 clusters Score -3088457 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3088968.750000 Penalty: 5172.834961
	Iteration 7Q: 3 clusters Score -3088969 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3089584.500000 Penalty: 5172.834961
	Iteration 8Q: 3 clusters Score -3089584 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3090424.500000 Penalty: 5172.834961
	Iteration 9Q: 3 clusters Score -3090424 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3091397.500000 Penalty: 5172.834961
	Iteration 10Q: 3 clusters Score -3091398 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3092580.000000 Penalty: 5172.834961
	Iteration 11Q: 3 clusters Score -3092580 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3093878.750000 Penalty: 5172.834961
	Iteration 12F: 3 clusters Score -3093879 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3094962.250000 Penalty: 5172.834961
	Iteration 13Q: 3 clusters Score -3094962 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3095725.250000 Penalty: 5172.834961
	Iteration 14Q: 3 clusters Score -3095725 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3096195.250000 Penalty: 5172.834961
	Iteration 15Q: 3 clusters Score -3096195 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3096466.000000 Penalty: 5172.834961
	Iteration 16Q: 3 clusters Score -3096466 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3096673.500000 Penalty: 5172.834961
	Iteration 17Q: 3 clusters Score -3096674 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3096837.750000 Penalty: 5172.834961
	Iteration 18Q: 3 clusters Score -3096838 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3097004.250000 Penalty: 5172.834961
	Iteration 19Q: 3 clusters Score -3097004 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3097139.500000 Penalty: 5172.834961
	Iteration 20F: 3 clusters Score -3097140 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3097277.000000 Penalty: 5172.834961
	Iteration 21Q: 3 clusters Score -3097277 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -3097399.750000 Penalty: 5172.834961
	Iteration 22Q: 3 clusters Score -3097400 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3097540.250000 Penalty: 5172.834961
	Iteration 23Q: 3 clusters Score -3097540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3097674.750000 Penalty: 5172.834961
	Iteration 24Q: 3 clusters Score -3097675 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3097801.750000 Penalty: 5172.834961
	Iteration 25Q: 3 clusters Score -3097802 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3097901.750000 Penalty: 5172.834961
	Iteration 26Q: 3 clusters Score -3097902 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3097979.000000 Penalty: 5172.834961
	Iteration 27Q: 3 clusters Score -3097979 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3098050.000000 Penalty: 5172.834961
	Iteration 28Q: 3 clusters Score -3098050 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3098129.500000 Penalty: 5172.834961
	Iteration 29Q: 3 clusters Score -3098130 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3098185.250000 Penalty: 5172.834961
	Iteration 30Q: 3 clusters Score -3098185 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3098236.500000 Penalty: 5172.834961
	Iteration 31Q: 3 clusters Score -3098236 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3098304.750000 Penalty: 5172.834961
	Iteration 32Q: 3 clusters Score -3098305 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3098356.750000 Penalty: 5172.834961
	Iteration 33Q: 3 clusters Score -3098357 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3098409.000000 Penalty: 5172.834961
	Iteration 34Q: 3 clusters Score -3098409 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3098465.250000 Penalty: 5172.834961
	Iteration 35Q: 3 clusters Score -3098465 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3098512.750000 Penalty: 5172.834961
	Iteration 36Q: 3 clusters Score -3098513 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3098543.750000 Penalty: 5172.834961
	Iteration 37Q: 3 clusters Score -3098544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3098574.500000 Penalty: 5172.834961
	Iteration 38Q: 3 clusters Score -3098574 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3098588.250000 Penalty: 5172.834961
	Iteration 39Q: 3 clusters Score -3098588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3098636.750000 Penalty: 5172.834961
	Iteration 40F: 3 clusters Score -3098637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3098690.250000 Penalty: 5172.834961
	Iteration 41Q: 3 clusters Score -3098690 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3098748.250000 Penalty: 5172.834961
	Iteration 42Q: 3 clusters Score -3098748 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3098795.250000 Penalty: 5172.834961
	Iteration 43Q: 3 clusters Score -3098795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3098833.500000 Penalty: 5172.834961
	Iteration 44Q: 3 clusters Score -3098834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3098868.250000 Penalty: 5172.834961
	Iteration 45Q: 3 clusters Score -3098868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3098908.000000 Penalty: 5172.834961
	Iteration 46Q: 3 clusters Score -3098908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3098946.000000 Penalty: 5172.834961
	Iteration 47Q: 3 clusters Score -3098946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3098970.750000 Penalty: 5172.834961
	Iteration 48Q: 3 clusters Score -3098971 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3099005.000000 Penalty: 5172.834961
	Iteration 49Q: 3 clusters Score -3099005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3099035.500000 Penalty: 5172.834961
	Iteration 50Q: 3 clusters Score -3099036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3099050.250000 Penalty: 5172.834961
	Iteration 51Q: 3 clusters Score -3099050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3099065.000000 Penalty: 5172.834961
	Iteration 52Q: 3 clusters Score -3099065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3099084.750000 Penalty: 5172.834961
	Iteration 53Q: 3 clusters Score -3099085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3099103.000000 Penalty: 5172.834961
	Iteration 54Q: 3 clusters Score -3099103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3099115.000000 Penalty: 5172.834961
	Iteration 55Q: 3 clusters Score -3099115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3099124.250000 Penalty: 5172.834961
	Iteration 56Q: 3 clusters Score -3099124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3099128.750000 Penalty: 5172.834961
	Iteration 57Q: 3 clusters Score -3099129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3099132.750000 Penalty: 5172.834961
	Iteration 58Q: 3 clusters Score -3099133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3099143.500000 Penalty: 5172.834961
	Iteration 59Q: 3 clusters Score -3099144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3099148.500000 Penalty: 5172.834961
	Iteration 60F: 3 clusters Score -3099148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3099150.250000 Penalty: 5172.834961
	Iteration 61Q: 3 clusters Score -3099150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3099155.250000 Penalty: 5172.834961
	Iteration 62Q: 3 clusters Score -3099155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3099159.750000 Penalty: 5172.834961
	Iteration 63Q: 3 clusters Score -3099160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3099159.250000 Penalty: 5172.834961
	Iteration 64Q: 3 clusters Score -3099159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3099162.750000 Penalty: 5172.834961
	Iteration 65Q: 3 clusters Score -3099163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3099167.500000 Penalty: 5172.834961
	Iteration 66Q: 3 clusters Score -3099168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3099166.000000 Penalty: 5172.834961
	Iteration 67Q: 3 clusters Score -3099166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3099170.500000 Penalty: 5172.834961
	Iteration 68Q: 3 clusters Score -3099170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3099172.750000 Penalty: 5172.834961
	Iteration 69Q: 3 clusters Score -3099173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3099174.000000 Penalty: 5172.834961
	Iteration 70Q: 3 clusters Score -3099174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3099176.500000 Penalty: 5172.834961
	Iteration 71Q: 3 clusters Score -3099176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3099175.250000 Penalty: 5172.834961
	Iteration 72Q: 3 clusters Score -3099175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3099179.500000 Penalty: 5172.834961
	Iteration 73Q: 3 clusters Score -3099180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3099185.750000 Penalty: 5172.834961
	Iteration 74Q: 3 clusters Score -3099186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3099185.250000 Penalty: 5172.834961
	Iteration 75Q: 3 clusters Score -3099185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3099190.250000 Penalty: 5172.834961
	Iteration 76Q: 3 clusters Score -3099190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3099191.500000 Penalty: 5172.834961
	Iteration 77Q: 3 clusters Score -3099192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3099195.000000 Penalty: 5172.834961
	Iteration 78Q: 3 clusters Score -3099195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3099197.250000 Penalty: 5172.834961
	Iteration 79Q: 3 clusters Score -3099197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3099191.500000 Penalty: 5172.834961
	Iteration 80F: 3 clusters Score -3099192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3099195.250000 Penalty: 5172.834961
	Iteration 81Q: 3 clusters Score -3099195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3099201.250000 Penalty: 5172.834961
	Iteration 82Q: 3 clusters Score -3099201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3099202.500000 Penalty: 5172.834961
	Iteration 83Q: 3 clusters Score -3099202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3099204.750000 Penalty: 5172.834961
	Iteration 84Q: 3 clusters Score -3099205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3099205.500000 Penalty: 5172.834961
	Iteration 85Q: 3 clusters Score -3099206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3099205.250000 Penalty: 5172.834961
	Iteration 86Q: 3 clusters Score -3099205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3099207.250000 Penalty: 5172.834961
	Iteration 87Q: 3 clusters Score -3099207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3099205.500000 Penalty: 5172.834961
	Iteration 88Q: 3 clusters Score -3099206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3099205.500000 Penalty: 5172.834961
	Iteration 89F: 3 clusters Score -3099206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -30150.203125 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -30150.2 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 210 members 
Entering Unmasked Estep 
Score: -28804.996094 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -28805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29070.087891 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -29070.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29193.039062 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -29193.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29269.656250 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -29269.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29327.609375 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -29327.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29355.261719 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -29355.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29366.582031 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -29366.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29368.267578 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -29368.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29370.111328 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -29370.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29375.597656 Penalty: 3003.001953
	Iteration 9Q: 3 clusters Score -29375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29375.597656 Penalty: 3003.001953
	Iteration 10F: 3 clusters Score -29375.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Entering Unmasked Estep 
Score: -393166.312500 Penalty: 2084.697510
	Iteration 0F: 2 clusters Score -393166.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -388952.812500 Penalty: 4169.395020
	Iteration 0F: 3 clusters Score -388952.8 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -389914.500000 Penalty: 4169.395020
	Iteration 1F: 3 clusters Score -389914.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -390119.250000 Penalty: 4169.395020
	Iteration 2F: 3 clusters Score -390119.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -390249.468750 Penalty: 4169.395020
	Iteration 3F: 3 clusters Score -390249.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -390374.093750 Penalty: 4169.395020
	Iteration 4Q: 3 clusters Score -390374.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -390480.656250 Penalty: 4169.395020
	Iteration 5Q: 3 clusters Score -390480.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -390556.343750 Penalty: 4169.395020
	Iteration 6Q: 3 clusters Score -390556.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -390607.375000 Penalty: 4169.395020
	Iteration 7Q: 3 clusters Score -390607.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -390648.625000 Penalty: 4169.395020
	Iteration 8Q: 3 clusters Score -390648.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -390688.312500 Penalty: 4169.395020
	Iteration 9Q: 3 clusters Score -390688.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -390723.562500 Penalty: 4169.395020
	Iteration 10Q: 3 clusters Score -390723.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -390754.187500 Penalty: 4169.395020
	Iteration 11Q: 3 clusters Score -390754.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -390784.187500 Penalty: 4169.395020
	Iteration 12Q: 3 clusters Score -390784.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -390816.500000 Penalty: 4169.395020
	Iteration 13Q: 3 clusters Score -390816.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -390845.562500 Penalty: 4169.395020
	Iteration 14Q: 3 clusters Score -390845.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -390869.281250 Penalty: 4169.395020
	Iteration 15Q: 3 clusters Score -390869.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -390891.968750 Penalty: 4169.395020
	Iteration 16Q: 3 clusters Score -390892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -390906.062500 Penalty: 4169.395020
	Iteration 17Q: 3 clusters Score -390906.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -390927.343750 Penalty: 4169.395020
	Iteration 18Q: 3 clusters Score -390927.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -390950.312500 Penalty: 4169.395020
	Iteration 19Q: 3 clusters Score -390950.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -390976.375000 Penalty: 4169.395020
	Iteration 20F: 3 clusters Score -390976.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -391004.750000 Penalty: 4169.395020
	Iteration 21Q: 3 clusters Score -391004.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -391031.500000 Penalty: 4169.395020
	Iteration 22Q: 3 clusters Score -391031.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -391055.562500 Penalty: 4169.395020
	Iteration 23Q: 3 clusters Score -391055.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -391075.437500 Penalty: 4169.395020
	Iteration 24Q: 3 clusters Score -391075.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -391093.125000 Penalty: 4169.395020
	Iteration 25Q: 3 clusters Score -391093.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -391104.281250 Penalty: 4169.395020
	Iteration 26Q: 3 clusters Score -391104.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -391118.437500 Penalty: 4169.395020
	Iteration 27Q: 3 clusters Score -391118.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -391127.750000 Penalty: 4169.395020
	Iteration 28Q: 3 clusters Score -391127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -391142.406250 Penalty: 4169.395020
	Iteration 29Q: 3 clusters Score -391142.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -391156.156250 Penalty: 4169.395020
	Iteration 30Q: 3 clusters Score -391156.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -391166.843750 Penalty: 4169.395020
	Iteration 31Q: 3 clusters Score -391166.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -391175.937500 Penalty: 4169.395020
	Iteration 32Q: 3 clusters Score -391175.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -391184.375000 Penalty: 4169.395020
	Iteration 33Q: 3 clusters Score -391184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -391195.562500 Penalty: 4169.395020
	Iteration 34Q: 3 clusters Score -391195.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -391208.031250 Penalty: 4169.395020
	Iteration 35Q: 3 clusters Score -391208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -391221.437500 Penalty: 4169.395020
	Iteration 36Q: 3 clusters Score -391221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -391227.937500 Penalty: 4169.395020
	Iteration 37Q: 3 clusters Score -391227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -391236.281250 Penalty: 4169.395020
	Iteration 38Q: 3 clusters Score -391236.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -391240.812500 Penalty: 4169.395020
	Iteration 39Q: 3 clusters Score -391240.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -391247.468750 Penalty: 4169.395020
	Iteration 40F: 3 clusters Score -391247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -391251.906250 Penalty: 4169.395020
	Iteration 41Q: 3 clusters Score -391251.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -391255.812500 Penalty: 4169.395020
	Iteration 42Q: 3 clusters Score -391255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -391258.187500 Penalty: 4169.395020
	Iteration 43Q: 3 clusters Score -391258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -391263.437500 Penalty: 4169.395020
	Iteration 44Q: 3 clusters Score -391263.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -391270.875000 Penalty: 4169.395020
	Iteration 45Q: 3 clusters Score -391270.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -391278.812500 Penalty: 4169.395020
	Iteration 46Q: 3 clusters Score -391278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -391287.593750 Penalty: 4169.395020
	Iteration 47Q: 3 clusters Score -391287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -391296.062500 Penalty: 4169.395020
	Iteration 48Q: 3 clusters Score -391296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -391299.250000 Penalty: 4169.395020
	Iteration 49Q: 3 clusters Score -391299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -391300.531250 Penalty: 4169.395020
	Iteration 50Q: 3 clusters Score -391300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -391303.343750 Penalty: 4169.395020
	Iteration 51Q: 3 clusters Score -391303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -391307.843750 Penalty: 4169.395020
	Iteration 52Q: 3 clusters Score -391307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -391315.062500 Penalty: 4169.395020
	Iteration 53Q: 3 clusters Score -391315.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -391320.562500 Penalty: 4169.395020
	Iteration 54Q: 3 clusters Score -391320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -391325.875000 Penalty: 4169.395020
	Iteration 55Q: 3 clusters Score -391325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -391329.812500 Penalty: 4169.395020
	Iteration 56Q: 3 clusters Score -391329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -391332.718750 Penalty: 4169.395020
	Iteration 57Q: 3 clusters Score -391332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -391335.031250 Penalty: 4169.395020
	Iteration 58Q: 3 clusters Score -391335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -391339.125000 Penalty: 4169.395020
	Iteration 59Q: 3 clusters Score -391339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -391340.750000 Penalty: 4169.395020
	Iteration 60F: 3 clusters Score -391340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -391344.437500 Penalty: 4169.395020
	Iteration 61Q: 3 clusters Score -391344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -391348.031250 Penalty: 4169.395020
	Iteration 62Q: 3 clusters Score -391348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -391350.000000 Penalty: 4169.395020
	Iteration 63Q: 3 clusters Score -391350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -391349.906250 Penalty: 4169.395020
	Iteration 64Q: 3 clusters Score -391349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -391350.906250 Penalty: 4169.395020
	Iteration 65Q: 3 clusters Score -391350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -391350.906250 Penalty: 4169.395020
	Iteration 66F: 3 clusters Score -391350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -54678.300781 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -54678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53108.742188 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -53108.74 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -53736.746094 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -53736.75 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54078.148438 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -54078.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54255.468750 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -54255.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54399.542969 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -54399.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -54472.589844 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -54472.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54589.156250 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -54589.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -54656.054688 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -54656.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54742.117188 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -54742.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -54880.652344 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -54880.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -55002.734375 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -55002.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -55037.601562 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -55037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -55053.554688 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -55053.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -55055.289062 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -55055.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55057.132812 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -55057.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55059.062500 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -55059.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -55059.945312 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -55059.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -55062.183594 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -55062.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -55062.183594 Penalty: 3276.227783
	Iteration 18F: 3 clusters Score -55062.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25288 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 35132 members 
Mstep: Class 12 contains 20916 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 19219 members 
Mstep: Class 16 contains 14595 members 
Mstep: Class 17 contains 89032 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 166241 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441463 members 
Mstep: Class 23 contains 135484 members 
Mstep: Class 24 contains 24652 members 
Mstep: Class 25 contains 6493 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 511 members 
Entering Unmasked Estep 
Score: -93620080.000000 Penalty: 92847.609375
Splitting cluster 8 changes total score from -93620264.000000 to -93620080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -125545.835938 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -125545.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123236.546875 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -123236.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -123731.085938 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -123731.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -124097.351562 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -124097.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -124757.031250 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -124757 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -125264.453125 Penalty: 3633.600586
	Iteration 4F: 3 clusters Score -125264.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -125530.484375 Penalty: 3633.600586
	Iteration 5F: 3 clusters Score -125530.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -125661.632812 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -125661.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -125726.250000 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -125726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -125756.226562 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -125756.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -125787.093750 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -125787.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -125821.070312 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -125821.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -125880.875000 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -125880.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -125988.062500 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -125988.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -126164.820312 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -126164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -126182.296875 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -126182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -126182.296875 Penalty: 3633.600586
	Iteration 15F: 3 clusters Score -126182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25288 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 35132 members 
Mstep: Class 12 contains 20916 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 19219 members 
Mstep: Class 16 contains 14595 members 
Mstep: Class 17 contains 89032 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 166241 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441463 members 
Mstep: Class 23 contains 135484 members 
Mstep: Class 24 contains 24652 members 
Mstep: Class 25 contains 6493 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 1064 members 
Entering Unmasked Estep 
Score: -93620240.000000 Penalty: 92847.609375
Splitting cluster 9 changes total score from -93620264.000000 to -93620240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -198834.562500 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -198834.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -196046.828125 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -196046.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -196568.156250 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -196568.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -196731.125000 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -196731.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -196834.281250 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -196834.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -196883.984375 Penalty: 3827.143555
	Iteration 4Q: 3 clusters Score -196884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -196917.890625 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -196917.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -196944.937500 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -196944.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -196969.578125 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -196969.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -196990.375000 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -196990.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -197002.218750 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -197002.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -197025.593750 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -197025.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -197037.546875 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -197037.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -197048.265625 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -197048.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -197061.359375 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -197061.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -197079.625000 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -197079.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -197098.250000 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -197098.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -197111.828125 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -197111.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -197126.984375 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -197127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -197138.796875 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -197138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -197151.750000 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -197151.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -197167.203125 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -197167.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -197179.875000 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -197179.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -197195.671875 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -197195.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -197206.906250 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -197206.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -197214.921875 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -197214.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -197224.109375 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -197224.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -197236.765625 Penalty: 3827.143555
	Iteration 26Q: 3 clusters Score -197236.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -197247.625000 Penalty: 3827.143555
	Iteration 27Q: 3 clusters Score -197247.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -197258.515625 Penalty: 3827.143555
	Iteration 28Q: 3 clusters Score -197258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -197267.750000 Penalty: 3827.143555
	Iteration 29Q: 3 clusters Score -197267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -197273.984375 Penalty: 3827.143555
	Iteration 30Q: 3 clusters Score -197274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -197284.375000 Penalty: 3827.143555
	Iteration 31Q: 3 clusters Score -197284.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -197292.203125 Penalty: 3827.143555
	Iteration 32Q: 3 clusters Score -197292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -197296.781250 Penalty: 3827.143555
	Iteration 33Q: 3 clusters Score -197296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -197301.906250 Penalty: 3827.143555
	Iteration 34Q: 3 clusters Score -197301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -197305.109375 Penalty: 3827.143555
	Iteration 35Q: 3 clusters Score -197305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -197306.375000 Penalty: 3827.143555
	Iteration 36Q: 3 clusters Score -197306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -197306.968750 Penalty: 3827.143555
	Iteration 37Q: 3 clusters Score -197307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -197306.968750 Penalty: 3827.143555
	Iteration 38F: 3 clusters Score -197307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Entering Unmasked Estep 
Score: -3332486.250000 Penalty: 2595.783203
	Iteration 0F: 2 clusters Score -3332486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3308426.500000 Penalty: 5191.566406
	Iteration 0F: 3 clusters Score -3308426 nChanged 16073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3317125.250000 Penalty: 5191.566406
	Iteration 1F: 3 clusters Score -3317125 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3317582.250000 Penalty: 5191.566406
	Iteration 2Q: 3 clusters Score -3317582 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3318045.000000 Penalty: 5191.566406
	Iteration 3Q: 3 clusters Score -3318045 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3318595.250000 Penalty: 5191.566406
	Iteration 4Q: 3 clusters Score -3318595 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3319465.250000 Penalty: 5191.566406
	Iteration 5Q: 3 clusters Score -3319465 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3320731.000000 Penalty: 5191.566406
	Iteration 6F: 3 clusters Score -3320731 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3322413.250000 Penalty: 5191.566406
	Iteration 7F: 3 clusters Score -3322413 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3324472.750000 Penalty: 5191.566406
	Iteration 8F: 3 clusters Score -3324473 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3326499.250000 Penalty: 5191.566406
	Iteration 9F: 3 clusters Score -3326499 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3328068.750000 Penalty: 5191.566406
	Iteration 10F: 3 clusters Score -3328069 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3329071.000000 Penalty: 5191.566406
	Iteration 11Q: 3 clusters Score -3329071 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3329645.500000 Penalty: 5191.566406
	Iteration 12Q: 3 clusters Score -3329646 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3329918.750000 Penalty: 5191.566406
	Iteration 13Q: 3 clusters Score -3329919 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3330075.750000 Penalty: 5191.566406
	Iteration 14Q: 3 clusters Score -3330076 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3330158.500000 Penalty: 5191.566406
	Iteration 15Q: 3 clusters Score -3330158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3330214.000000 Penalty: 5191.566406
	Iteration 16Q: 3 clusters Score -3330214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3330242.500000 Penalty: 5191.566406
	Iteration 17Q: 3 clusters Score -3330242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3330256.250000 Penalty: 5191.566406
	Iteration 18Q: 3 clusters Score -3330256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3330261.000000 Penalty: 5191.566406
	Iteration 19Q: 3 clusters Score -3330261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3330266.250000 Penalty: 5191.566406
	Iteration 20F: 3 clusters Score -3330266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3330264.750000 Penalty: 5191.566406
	Iteration 21Q: 3 clusters Score -3330265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3330264.750000 Penalty: 5191.566406
	Iteration 22F: 3 clusters Score -3330265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Entering Unmasked Estep 
Score: -1748243.375000 Penalty: 2467.170898
	Iteration 0F: 2 clusters Score -1748243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1733637.000000 Penalty: 4934.341797
	Iteration 0F: 3 clusters Score -1733637 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1738570.875000 Penalty: 4934.341797
	Iteration 1F: 3 clusters Score -1738571 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1739069.000000 Penalty: 4934.341797
	Iteration 2F: 3 clusters Score -1739069 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1739513.625000 Penalty: 4934.341797
	Iteration 3Q: 3 clusters Score -1739514 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1739940.500000 Penalty: 4934.341797
	Iteration 4Q: 3 clusters Score -1739940 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1740393.875000 Penalty: 4934.341797
	Iteration 5Q: 3 clusters Score -1740394 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1740870.000000 Penalty: 4934.341797
	Iteration 6Q: 3 clusters Score -1740870 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1741322.500000 Penalty: 4934.341797
	Iteration 7Q: 3 clusters Score -1741322 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1741731.250000 Penalty: 4934.341797
	Iteration 8Q: 3 clusters Score -1741731 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1742103.250000 Penalty: 4934.341797
	Iteration 9Q: 3 clusters Score -1742103 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1742413.250000 Penalty: 4934.341797
	Iteration 10Q: 3 clusters Score -1742413 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1742716.125000 Penalty: 4934.341797
	Iteration 11Q: 3 clusters Score -1742716 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1743021.125000 Penalty: 4934.341797
	Iteration 12Q: 3 clusters Score -1743021 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1743299.500000 Penalty: 4934.341797
	Iteration 13Q: 3 clusters Score -1743300 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1743574.375000 Penalty: 4934.341797
	Iteration 14Q: 3 clusters Score -1743574 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1743825.500000 Penalty: 4934.341797
	Iteration 15Q: 3 clusters Score -1743826 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1744027.625000 Penalty: 4934.341797
	Iteration 16Q: 3 clusters Score -1744028 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1744194.125000 Penalty: 4934.341797
	Iteration 17Q: 3 clusters Score -1744194 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1744347.625000 Penalty: 4934.341797
	Iteration 18Q: 3 clusters Score -1744348 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1744480.625000 Penalty: 4934.341797
	Iteration 19Q: 3 clusters Score -1744481 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1744626.500000 Penalty: 4934.341797
	Iteration 20F: 3 clusters Score -1744626 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1744753.625000 Penalty: 4934.341797
	Iteration 21Q: 3 clusters Score -1744754 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1744867.625000 Penalty: 4934.341797
	Iteration 22Q: 3 clusters Score -1744868 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1744968.000000 Penalty: 4934.341797
	Iteration 23Q: 3 clusters Score -1744968 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1745062.625000 Penalty: 4934.341797
	Iteration 24Q: 3 clusters Score -1745063 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1745155.875000 Penalty: 4934.341797
	Iteration 25Q: 3 clusters Score -1745156 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1745237.500000 Penalty: 4934.341797
	Iteration 26Q: 3 clusters Score -1745238 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1745330.750000 Penalty: 4934.341797
	Iteration 27Q: 3 clusters Score -1745331 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1745429.250000 Penalty: 4934.341797
	Iteration 28Q: 3 clusters Score -1745429 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1745516.125000 Penalty: 4934.341797
	Iteration 29Q: 3 clusters Score -1745516 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1745617.375000 Penalty: 4934.341797
	Iteration 30Q: 3 clusters Score -1745617 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1745709.000000 Penalty: 4934.341797
	Iteration 31Q: 3 clusters Score -1745709 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1745785.750000 Penalty: 4934.341797
	Iteration 32Q: 3 clusters Score -1745786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1745855.625000 Penalty: 4934.341797
	Iteration 33Q: 3 clusters Score -1745856 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1745922.375000 Penalty: 4934.341797
	Iteration 34Q: 3 clusters Score -1745922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1745993.000000 Penalty: 4934.341797
	Iteration 35Q: 3 clusters Score -1745993 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1746058.500000 Penalty: 4934.341797
	Iteration 36Q: 3 clusters Score -1746058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1746109.125000 Penalty: 4934.341797
	Iteration 37Q: 3 clusters Score -1746109 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1746146.875000 Penalty: 4934.341797
	Iteration 38Q: 3 clusters Score -1746147 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1746194.500000 Penalty: 4934.341797
	Iteration 39Q: 3 clusters Score -1746194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1746225.875000 Penalty: 4934.341797
	Iteration 40F: 3 clusters Score -1746226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1746257.375000 Penalty: 4934.341797
	Iteration 41Q: 3 clusters Score -1746257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1746294.250000 Penalty: 4934.341797
	Iteration 42Q: 3 clusters Score -1746294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1746320.875000 Penalty: 4934.341797
	Iteration 43Q: 3 clusters Score -1746321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1746340.250000 Penalty: 4934.341797
	Iteration 44Q: 3 clusters Score -1746340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1746348.500000 Penalty: 4934.341797
	Iteration 45Q: 3 clusters Score -1746348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1746357.000000 Penalty: 4934.341797
	Iteration 46Q: 3 clusters Score -1746357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1746364.750000 Penalty: 4934.341797
	Iteration 47Q: 3 clusters Score -1746365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1746370.500000 Penalty: 4934.341797
	Iteration 48Q: 3 clusters Score -1746370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1746384.625000 Penalty: 4934.341797
	Iteration 49Q: 3 clusters Score -1746385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1746395.875000 Penalty: 4934.341797
	Iteration 50Q: 3 clusters Score -1746396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1746404.625000 Penalty: 4934.341797
	Iteration 51Q: 3 clusters Score -1746405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1746410.625000 Penalty: 4934.341797
	Iteration 52Q: 3 clusters Score -1746411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1746416.875000 Penalty: 4934.341797
	Iteration 53Q: 3 clusters Score -1746417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1746424.000000 Penalty: 4934.341797
	Iteration 54Q: 3 clusters Score -1746424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1746426.875000 Penalty: 4934.341797
	Iteration 55Q: 3 clusters Score -1746427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1746429.500000 Penalty: 4934.341797
	Iteration 56Q: 3 clusters Score -1746430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1746436.500000 Penalty: 4934.341797
	Iteration 57Q: 3 clusters Score -1746436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1746442.625000 Penalty: 4934.341797
	Iteration 58Q: 3 clusters Score -1746443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1746450.750000 Penalty: 4934.341797
	Iteration 59Q: 3 clusters Score -1746451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1746452.250000 Penalty: 4934.341797
	Iteration 60F: 3 clusters Score -1746452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1746456.375000 Penalty: 4934.341797
	Iteration 61Q: 3 clusters Score -1746456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1746460.250000 Penalty: 4934.341797
	Iteration 62Q: 3 clusters Score -1746460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1746460.125000 Penalty: 4934.341797
	Iteration 63Q: 3 clusters Score -1746460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1746462.750000 Penalty: 4934.341797
	Iteration 64Q: 3 clusters Score -1746463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1746463.125000 Penalty: 4934.341797
	Iteration 65Q: 3 clusters Score -1746463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1746467.125000 Penalty: 4934.341797
	Iteration 66Q: 3 clusters Score -1746467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1746470.250000 Penalty: 4934.341797
	Iteration 67Q: 3 clusters Score -1746470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1746469.000000 Penalty: 4934.341797
	Iteration 68Q: 3 clusters Score -1746469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1746475.875000 Penalty: 4934.341797
	Iteration 69Q: 3 clusters Score -1746476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1746478.500000 Penalty: 4934.341797
	Iteration 70Q: 3 clusters Score -1746478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1746485.625000 Penalty: 4934.341797
	Iteration 71Q: 3 clusters Score -1746486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1746485.125000 Penalty: 4934.341797
	Iteration 72Q: 3 clusters Score -1746485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1746485.125000 Penalty: 4934.341797
	Iteration 73F: 3 clusters Score -1746485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -98556.968750 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -98556.97 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 597 members 
Entering Unmasked Estep 
Score: -96514.882812 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -96514.88 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96982.023438 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -96982.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -97132.085938 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -97132.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -97236.789062 Penalty: 3521.613525
	Iteration 3Q: 3 clusters Score -97236.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -97343.312500 Penalty: 3521.613525
	Iteration 4Q: 3 clusters Score -97343.31 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -97456.445312 Penalty: 3521.613525
	Iteration 5Q: 3 clusters Score -97456.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -97645.937500 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -97645.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -97986.117188 Penalty: 3521.613525
	Iteration 7F: 3 clusters Score -97986.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -98311.898438 Penalty: 3521.613525
	Iteration 8F: 3 clusters Score -98311.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -98408.085938 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -98408.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -98455.648438 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -98455.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -98511.945312 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -98511.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -98543.109375 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -98543.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -98561.265625 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -98561.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -98573.031250 Penalty: 3521.613525
	Iteration 14Q: 3 clusters Score -98573.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -98576.585938 Penalty: 3521.613525
	Iteration 15Q: 3 clusters Score -98576.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -98577.992188 Penalty: 3521.613525
	Iteration 16Q: 3 clusters Score -98577.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98580.164062 Penalty: 3521.613525
	Iteration 17Q: 3 clusters Score -98580.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98580.164062 Penalty: 3521.613525
	Iteration 18F: 3 clusters Score -98580.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25288 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 35132 members 
Mstep: Class 12 contains 20916 members 
Mstep: Class 13 contains 598 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 19219 members 
Mstep: Class 16 contains 14595 members 
Mstep: Class 17 contains 89032 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 166241 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441463 members 
Mstep: Class 23 contains 135484 members 
Mstep: Class 24 contains 24652 members 
Mstep: Class 25 contains 6493 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 614 members 
Entering Unmasked Estep 
Score: -93619512.000000 Penalty: 92847.609375
Splitting cluster 13 changes total score from -93620264.000000 to -93619512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -398519.250000 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -398519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -394225.125000 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -394225.1 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -395156.812500 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -395156.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -395371.843750 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -395371.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -395548.406250 Penalty: 4187.037109
	Iteration 3F: 3 clusters Score -395548.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -395680.093750 Penalty: 4187.037109
	Iteration 4Q: 3 clusters Score -395680.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -395794.031250 Penalty: 4187.037109
	Iteration 5Q: 3 clusters Score -395794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -395876.156250 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -395876.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -395931.375000 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -395931.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -395984.375000 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -395984.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -396034.437500 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -396034.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -396083.031250 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -396083 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -396127.031250 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -396127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -396165.031250 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -396165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -396201.687500 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -396201.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -396241.875000 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -396241.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -396286.343750 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -396286.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -396338.750000 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -396338.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -396398.968750 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -396399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -396453.406250 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -396453.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -396509.906250 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -396509.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -396562.250000 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -396562.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -396610.593750 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -396610.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -396643.781250 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -396643.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -396672.375000 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -396672.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -396702.687500 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -396702.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -396729.500000 Penalty: 4187.037109
	Iteration 25Q: 3 clusters Score -396729.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -396759.812500 Penalty: 4187.037109
	Iteration 26Q: 3 clusters Score -396759.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -396795.718750 Penalty: 4187.037109
	Iteration 27Q: 3 clusters Score -396795.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -396816.125000 Penalty: 4187.037109
	Iteration 28Q: 3 clusters Score -396816.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -396831.031250 Penalty: 4187.037109
	Iteration 29Q: 3 clusters Score -396831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -396851.218750 Penalty: 4187.037109
	Iteration 30Q: 3 clusters Score -396851.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -396866.187500 Penalty: 4187.037109
	Iteration 31Q: 3 clusters Score -396866.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -396873.750000 Penalty: 4187.037109
	Iteration 32Q: 3 clusters Score -396873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -396880.187500 Penalty: 4187.037109
	Iteration 33Q: 3 clusters Score -396880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -396885.593750 Penalty: 4187.037109
	Iteration 34Q: 3 clusters Score -396885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -396891.500000 Penalty: 4187.037109
	Iteration 35Q: 3 clusters Score -396891.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -396895.437500 Penalty: 4187.037109
	Iteration 36Q: 3 clusters Score -396895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -396900.531250 Penalty: 4187.037109
	Iteration 37Q: 3 clusters Score -396900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -396902.687500 Penalty: 4187.037109
	Iteration 38Q: 3 clusters Score -396902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -396904.125000 Penalty: 4187.037109
	Iteration 39Q: 3 clusters Score -396904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -396906.593750 Penalty: 4187.037109
	Iteration 40F: 3 clusters Score -396906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -396908.750000 Penalty: 4187.037109
	Iteration 41Q: 3 clusters Score -396908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -396910.968750 Penalty: 4187.037109
	Iteration 42Q: 3 clusters Score -396911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -396915.312500 Penalty: 4187.037109
	Iteration 43Q: 3 clusters Score -396915.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -396918.968750 Penalty: 4187.037109
	Iteration 44Q: 3 clusters Score -396919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -396919.250000 Penalty: 4187.037109
	Iteration 45Q: 3 clusters Score -396919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -396920.093750 Penalty: 4187.037109
	Iteration 46Q: 3 clusters Score -396920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -396920.093750 Penalty: 4187.037109
	Iteration 47F: 3 clusters Score -396920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Entering Unmasked Estep 
Score: -1656064.625000 Penalty: 2446.186523
	Iteration 0F: 2 clusters Score -1656065 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 9569 members 
Entering Unmasked Estep 
Score: -1642540.625000 Penalty: 4892.373047
	Iteration 0F: 3 clusters Score -1642541 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1647166.625000 Penalty: 4892.373047
	Iteration 1F: 3 clusters Score -1647167 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1647929.000000 Penalty: 4892.373047
	Iteration 2F: 3 clusters Score -1647929 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1648845.750000 Penalty: 4892.373047
	Iteration 3F: 3 clusters Score -1648846 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1649894.500000 Penalty: 4892.373047
	Iteration 4F: 3 clusters Score -1649894 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1651042.000000 Penalty: 4892.373047
	Iteration 5F: 3 clusters Score -1651042 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1652185.250000 Penalty: 4892.373047
	Iteration 6F: 3 clusters Score -1652185 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1653079.000000 Penalty: 4892.373047
	Iteration 7F: 3 clusters Score -1653079 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1653540.125000 Penalty: 4892.373047
	Iteration 8Q: 3 clusters Score -1653540 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1653756.000000 Penalty: 4892.373047
	Iteration 9Q: 3 clusters Score -1653756 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1653880.125000 Penalty: 4892.373047
	Iteration 10Q: 3 clusters Score -1653880 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1653952.375000 Penalty: 4892.373047
	Iteration 11Q: 3 clusters Score -1653952 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1653997.500000 Penalty: 4892.373047
	Iteration 12Q: 3 clusters Score -1653998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1654024.375000 Penalty: 4892.373047
	Iteration 13Q: 3 clusters Score -1654024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1654039.625000 Penalty: 4892.373047
	Iteration 14Q: 3 clusters Score -1654040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1654060.875000 Penalty: 4892.373047
	Iteration 15Q: 3 clusters Score -1654061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1654065.500000 Penalty: 4892.373047
	Iteration 16Q: 3 clusters Score -1654066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1654069.625000 Penalty: 4892.373047
	Iteration 17Q: 3 clusters Score -1654070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1654069.750000 Penalty: 4892.373047
	Iteration 18Q: 3 clusters Score -1654070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1654076.250000 Penalty: 4892.373047
	Iteration 19Q: 3 clusters Score -1654076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1654080.250000 Penalty: 4892.373047
	Iteration 20F: 3 clusters Score -1654080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1654081.750000 Penalty: 4892.373047
	Iteration 21Q: 3 clusters Score -1654082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1654084.250000 Penalty: 4892.373047
	Iteration 22Q: 3 clusters Score -1654084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1654091.250000 Penalty: 4892.373047
	Iteration 23Q: 3 clusters Score -1654091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1654088.750000 Penalty: 4892.373047
	Iteration 24Q: 3 clusters Score -1654089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1654095.125000 Penalty: 4892.373047
	Iteration 25Q: 3 clusters Score -1654095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1654093.000000 Penalty: 4892.373047
	Iteration 26Q: 3 clusters Score -1654093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1654102.625000 Penalty: 4892.373047
	Iteration 27Q: 3 clusters Score -1654103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1654103.625000 Penalty: 4892.373047
	Iteration 28Q: 3 clusters Score -1654104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1654106.625000 Penalty: 4892.373047
	Iteration 29Q: 3 clusters Score -1654107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1654110.125000 Penalty: 4892.373047
	Iteration 30Q: 3 clusters Score -1654110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1654108.375000 Penalty: 4892.373047
	Iteration 31Q: 3 clusters Score -1654108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1654120.375000 Penalty: 4892.373047
	Iteration 32Q: 3 clusters Score -1654120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1654121.000000 Penalty: 4892.373047
	Iteration 33Q: 3 clusters Score -1654121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1654122.750000 Penalty: 4892.373047
	Iteration 34Q: 3 clusters Score -1654123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1654127.250000 Penalty: 4892.373047
	Iteration 35Q: 3 clusters Score -1654127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1654136.250000 Penalty: 4892.373047
	Iteration 36Q: 3 clusters Score -1654136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1654134.500000 Penalty: 4892.373047
	Iteration 37Q: 3 clusters Score -1654134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1654152.500000 Penalty: 4892.373047
	Iteration 38Q: 3 clusters Score -1654152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1654155.250000 Penalty: 4892.373047
	Iteration 39Q: 3 clusters Score -1654155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1654165.500000 Penalty: 4892.373047
	Iteration 40F: 3 clusters Score -1654166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1654173.500000 Penalty: 4892.373047
	Iteration 41Q: 3 clusters Score -1654174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1654187.250000 Penalty: 4892.373047
	Iteration 42Q: 3 clusters Score -1654187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1654196.375000 Penalty: 4892.373047
	Iteration 43Q: 3 clusters Score -1654196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1654209.125000 Penalty: 4892.373047
	Iteration 44Q: 3 clusters Score -1654209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1654217.250000 Penalty: 4892.373047
	Iteration 45Q: 3 clusters Score -1654217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1654226.250000 Penalty: 4892.373047
	Iteration 46Q: 3 clusters Score -1654226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1654235.375000 Penalty: 4892.373047
	Iteration 47Q: 3 clusters Score -1654235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1654240.125000 Penalty: 4892.373047
	Iteration 48Q: 3 clusters Score -1654240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1654251.125000 Penalty: 4892.373047
	Iteration 49Q: 3 clusters Score -1654251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1654256.250000 Penalty: 4892.373047
	Iteration 50Q: 3 clusters Score -1654256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1654255.875000 Penalty: 4892.373047
	Iteration 51Q: 3 clusters Score -1654256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1654255.375000 Penalty: 4892.373047
	Iteration 52Q: 3 clusters Score -1654255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1654264.875000 Penalty: 4892.373047
	Iteration 53Q: 3 clusters Score -1654265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1654272.375000 Penalty: 4892.373047
	Iteration 54Q: 3 clusters Score -1654272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1654274.375000 Penalty: 4892.373047
	Iteration 55Q: 3 clusters Score -1654274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1654281.375000 Penalty: 4892.373047
	Iteration 56Q: 3 clusters Score -1654281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1654288.250000 Penalty: 4892.373047
	Iteration 57Q: 3 clusters Score -1654288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1654288.125000 Penalty: 4892.373047
	Iteration 58Q: 3 clusters Score -1654288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1654292.625000 Penalty: 4892.373047
	Iteration 59Q: 3 clusters Score -1654293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1654298.625000 Penalty: 4892.373047
	Iteration 60F: 3 clusters Score -1654299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1654306.625000 Penalty: 4892.373047
	Iteration 61Q: 3 clusters Score -1654307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1654315.625000 Penalty: 4892.373047
	Iteration 62Q: 3 clusters Score -1654316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1654322.250000 Penalty: 4892.373047
	Iteration 63Q: 3 clusters Score -1654322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1654326.500000 Penalty: 4892.373047
	Iteration 64Q: 3 clusters Score -1654326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1654333.625000 Penalty: 4892.373047
	Iteration 65Q: 3 clusters Score -1654334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1654345.625000 Penalty: 4892.373047
	Iteration 66Q: 3 clusters Score -1654346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1654352.875000 Penalty: 4892.373047
	Iteration 67Q: 3 clusters Score -1654353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1654360.375000 Penalty: 4892.373047
	Iteration 68Q: 3 clusters Score -1654360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1654366.500000 Penalty: 4892.373047
	Iteration 69Q: 3 clusters Score -1654366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1654385.500000 Penalty: 4892.373047
	Iteration 70Q: 3 clusters Score -1654386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1654393.625000 Penalty: 4892.373047
	Iteration 71Q: 3 clusters Score -1654394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1654403.125000 Penalty: 4892.373047
	Iteration 72Q: 3 clusters Score -1654403 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1654413.250000 Penalty: 4892.373047
	Iteration 73Q: 3 clusters Score -1654413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1654431.500000 Penalty: 4892.373047
	Iteration 74Q: 3 clusters Score -1654432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1654455.500000 Penalty: 4892.373047
	Iteration 75Q: 3 clusters Score -1654456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1654474.750000 Penalty: 4892.373047
	Iteration 76Q: 3 clusters Score -1654475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1654499.000000 Penalty: 4892.373047
	Iteration 77Q: 3 clusters Score -1654499 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1654519.875000 Penalty: 4892.373047
	Iteration 78Q: 3 clusters Score -1654520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1654536.000000 Penalty: 4892.373047
	Iteration 79Q: 3 clusters Score -1654536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1654549.500000 Penalty: 4892.373047
	Iteration 80F: 3 clusters Score -1654550 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1654580.000000 Penalty: 4892.373047
	Iteration 81Q: 3 clusters Score -1654580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1654592.125000 Penalty: 4892.373047
	Iteration 82Q: 3 clusters Score -1654592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1654606.125000 Penalty: 4892.373047
	Iteration 83Q: 3 clusters Score -1654606 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1654632.500000 Penalty: 4892.373047
	Iteration 84Q: 3 clusters Score -1654632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1654649.250000 Penalty: 4892.373047
	Iteration 85Q: 3 clusters Score -1654649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1654656.000000 Penalty: 4892.373047
	Iteration 86Q: 3 clusters Score -1654656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1654677.250000 Penalty: 4892.373047
	Iteration 87Q: 3 clusters Score -1654677 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1654705.500000 Penalty: 4892.373047
	Iteration 88Q: 3 clusters Score -1654706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1654721.125000 Penalty: 4892.373047
	Iteration 89Q: 3 clusters Score -1654721 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1654740.250000 Penalty: 4892.373047
	Iteration 90Q: 3 clusters Score -1654740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1654762.875000 Penalty: 4892.373047
	Iteration 91Q: 3 clusters Score -1654763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1654772.500000 Penalty: 4892.373047
	Iteration 92Q: 3 clusters Score -1654772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1654781.000000 Penalty: 4892.373047
	Iteration 93Q: 3 clusters Score -1654781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1654784.375000 Penalty: 4892.373047
	Iteration 94Q: 3 clusters Score -1654784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1654794.875000 Penalty: 4892.373047
	Iteration 95Q: 3 clusters Score -1654795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1654804.125000 Penalty: 4892.373047
	Iteration 96Q: 3 clusters Score -1654804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1654815.125000 Penalty: 4892.373047
	Iteration 97Q: 3 clusters Score -1654815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1654827.500000 Penalty: 4892.373047
	Iteration 98Q: 3 clusters Score -1654828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1654838.125000 Penalty: 4892.373047
	Iteration 99Q: 3 clusters Score -1654838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1654850.500000 Penalty: 4892.373047
	Iteration 100F: 3 clusters Score -1654850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1654859.375000 Penalty: 4892.373047
	Iteration 101Q: 3 clusters Score -1654859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1654869.625000 Penalty: 4892.373047
	Iteration 102Q: 3 clusters Score -1654870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1654877.000000 Penalty: 4892.373047
	Iteration 103Q: 3 clusters Score -1654877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1654880.875000 Penalty: 4892.373047
	Iteration 104Q: 3 clusters Score -1654881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1654883.875000 Penalty: 4892.373047
	Iteration 105Q: 3 clusters Score -1654884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1654889.750000 Penalty: 4892.373047
	Iteration 106Q: 3 clusters Score -1654890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1654890.125000 Penalty: 4892.373047
	Iteration 107Q: 3 clusters Score -1654890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1654897.500000 Penalty: 4892.373047
	Iteration 108Q: 3 clusters Score -1654898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1654900.375000 Penalty: 4892.373047
	Iteration 109Q: 3 clusters Score -1654900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1654903.750000 Penalty: 4892.373047
	Iteration 110Q: 3 clusters Score -1654904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1654908.625000 Penalty: 4892.373047
	Iteration 111Q: 3 clusters Score -1654909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1654905.625000 Penalty: 4892.373047
	Iteration 112Q: 3 clusters Score -1654906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1654906.750000 Penalty: 4892.373047
	Iteration 113Q: 3 clusters Score -1654907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1654904.875000 Penalty: 4892.373047
	Iteration 114Q: 3 clusters Score -1654905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1654905.125000 Penalty: 4892.373047
	Iteration 115Q: 3 clusters Score -1654905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1654906.750000 Penalty: 4892.373047
	Iteration 116Q: 3 clusters Score -1654907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1654908.000000 Penalty: 4892.373047
	Iteration 117Q: 3 clusters Score -1654908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1654910.500000 Penalty: 4892.373047
	Iteration 118Q: 3 clusters Score -1654910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1654911.375000 Penalty: 4892.373047
	Iteration 119Q: 3 clusters Score -1654911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1654909.375000 Penalty: 4892.373047
	Iteration 120F: 3 clusters Score -1654909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1654913.000000 Penalty: 4892.373047
	Iteration 121Q: 3 clusters Score -1654913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1654912.875000 Penalty: 4892.373047
	Iteration 122Q: 3 clusters Score -1654913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1654913.625000 Penalty: 4892.373047
	Iteration 123Q: 3 clusters Score -1654914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1654913.875000 Penalty: 4892.373047
	Iteration 124Q: 3 clusters Score -1654914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1654913.000000 Penalty: 4892.373047
	Iteration 125Q: 3 clusters Score -1654913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1654914.250000 Penalty: 4892.373047
	Iteration 126Q: 3 clusters Score -1654914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1654916.375000 Penalty: 4892.373047
	Iteration 127Q: 3 clusters Score -1654916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1654918.750000 Penalty: 4892.373047
	Iteration 128Q: 3 clusters Score -1654919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1654919.375000 Penalty: 4892.373047
	Iteration 129Q: 3 clusters Score -1654919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1654919.500000 Penalty: 4892.373047
	Iteration 130Q: 3 clusters Score -1654920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1654920.000000 Penalty: 4892.373047
	Iteration 131Q: 3 clusters Score -1654920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1654922.125000 Penalty: 4892.373047
	Iteration 132Q: 3 clusters Score -1654922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1654919.125000 Penalty: 4892.373047
	Iteration 133Q: 3 clusters Score -1654919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1654920.875000 Penalty: 4892.373047
	Iteration 134Q: 3 clusters Score -1654921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1654922.625000 Penalty: 4892.373047
	Iteration 135Q: 3 clusters Score -1654923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1654922.250000 Penalty: 4892.373047
	Iteration 136Q: 3 clusters Score -1654922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1654920.250000 Penalty: 4892.373047
	Iteration 137Q: 3 clusters Score -1654920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1654920.250000 Penalty: 4892.373047
	Iteration 138F: 3 clusters Score -1654920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Entering Unmasked Estep 
Score: -1266784.750000 Penalty: 2377.931641
	Iteration 0F: 2 clusters Score -1266785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1256214.500000 Penalty: 4755.863281
	Iteration 0F: 3 clusters Score -1256214 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1259681.500000 Penalty: 4755.863281
	Iteration 1F: 3 clusters Score -1259682 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1260085.250000 Penalty: 4755.863281
	Iteration 2F: 3 clusters Score -1260085 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1260447.750000 Penalty: 4755.863281
	Iteration 3F: 3 clusters Score -1260448 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1260794.125000 Penalty: 4755.863281
	Iteration 4Q: 3 clusters Score -1260794 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1261173.125000 Penalty: 4755.863281
	Iteration 5Q: 3 clusters Score -1261173 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1261600.750000 Penalty: 4755.863281
	Iteration 6F: 3 clusters Score -1261601 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1262037.750000 Penalty: 4755.863281
	Iteration 7F: 3 clusters Score -1262038 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1262433.375000 Penalty: 4755.863281
	Iteration 8Q: 3 clusters Score -1262433 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1262834.375000 Penalty: 4755.863281
	Iteration 9Q: 3 clusters Score -1262834 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1263248.500000 Penalty: 4755.863281
	Iteration 10Q: 3 clusters Score -1263248 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1263662.125000 Penalty: 4755.863281
	Iteration 11Q: 3 clusters Score -1263662 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1264059.875000 Penalty: 4755.863281
	Iteration 12Q: 3 clusters Score -1264060 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1264402.625000 Penalty: 4755.863281
	Iteration 13Q: 3 clusters Score -1264403 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1264654.750000 Penalty: 4755.863281
	Iteration 14Q: 3 clusters Score -1264655 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1264810.625000 Penalty: 4755.863281
	Iteration 15Q: 3 clusters Score -1264811 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1264915.875000 Penalty: 4755.863281
	Iteration 16Q: 3 clusters Score -1264916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1264985.500000 Penalty: 4755.863281
	Iteration 17Q: 3 clusters Score -1264986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1265042.625000 Penalty: 4755.863281
	Iteration 18Q: 3 clusters Score -1265043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1265081.250000 Penalty: 4755.863281
	Iteration 19Q: 3 clusters Score -1265081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1265115.500000 Penalty: 4755.863281
	Iteration 20F: 3 clusters Score -1265116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1265148.625000 Penalty: 4755.863281
	Iteration 21Q: 3 clusters Score -1265149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1265180.000000 Penalty: 4755.863281
	Iteration 22Q: 3 clusters Score -1265180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1265199.750000 Penalty: 4755.863281
	Iteration 23Q: 3 clusters Score -1265200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1265216.375000 Penalty: 4755.863281
	Iteration 24Q: 3 clusters Score -1265216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1265231.125000 Penalty: 4755.863281
	Iteration 25Q: 3 clusters Score -1265231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1265242.250000 Penalty: 4755.863281
	Iteration 26Q: 3 clusters Score -1265242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1265250.500000 Penalty: 4755.863281
	Iteration 27Q: 3 clusters Score -1265250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1265256.250000 Penalty: 4755.863281
	Iteration 28Q: 3 clusters Score -1265256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1265259.875000 Penalty: 4755.863281
	Iteration 29Q: 3 clusters Score -1265260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1265262.500000 Penalty: 4755.863281
	Iteration 30Q: 3 clusters Score -1265262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1265264.250000 Penalty: 4755.863281
	Iteration 31Q: 3 clusters Score -1265264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1265267.000000 Penalty: 4755.863281
	Iteration 32Q: 3 clusters Score -1265267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1265270.375000 Penalty: 4755.863281
	Iteration 33Q: 3 clusters Score -1265270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1265278.000000 Penalty: 4755.863281
	Iteration 34Q: 3 clusters Score -1265278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1265283.750000 Penalty: 4755.863281
	Iteration 35Q: 3 clusters Score -1265284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1265285.625000 Penalty: 4755.863281
	Iteration 36Q: 3 clusters Score -1265286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1265289.625000 Penalty: 4755.863281
	Iteration 37Q: 3 clusters Score -1265290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1265289.750000 Penalty: 4755.863281
	Iteration 38Q: 3 clusters Score -1265290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1265293.000000 Penalty: 4755.863281
	Iteration 39Q: 3 clusters Score -1265293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1265294.000000 Penalty: 4755.863281
	Iteration 40F: 3 clusters Score -1265294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89032 members 
Entering Unmasked Estep 
Score: -8231959.000000 Penalty: 2826.394287
	Iteration 0F: 2 clusters Score -8231959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8172457.000000 Penalty: 5652.788574
	Iteration 0F: 3 clusters Score -8172457 nChanged 41846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -8196054.000000 Penalty: 5652.788574
	Iteration 1F: 3 clusters Score -8196054 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -8196883.000000 Penalty: 5652.788574
	Iteration 2Q: 3 clusters Score -8196883 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8197680.000000 Penalty: 5652.788574
	Iteration 3Q: 3 clusters Score -8197680 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -8198566.000000 Penalty: 5652.788574
	Iteration 4Q: 3 clusters Score -8198566 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -8199752.000000 Penalty: 5652.788574
	Iteration 5Q: 3 clusters Score -8199752 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -8201049.000000 Penalty: 5652.788574
	Iteration 6Q: 3 clusters Score -8201049 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8202397.000000 Penalty: 5652.788574
	Iteration 7Q: 3 clusters Score -8202397 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8203826.000000 Penalty: 5652.788574
	Iteration 8Q: 3 clusters Score -8203826 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8205082.500000 Penalty: 5652.788574
	Iteration 9Q: 3 clusters Score -8205082 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8206057.500000 Penalty: 5652.788574
	Iteration 10Q: 3 clusters Score -8206058 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8206818.000000 Penalty: 5652.788574
	Iteration 11Q: 3 clusters Score -8206818 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8207475.500000 Penalty: 5652.788574
	Iteration 12Q: 3 clusters Score -8207476 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8208026.500000 Penalty: 5652.788574
	Iteration 13Q: 3 clusters Score -8208026 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8208727.500000 Penalty: 5652.788574
	Iteration 14Q: 3 clusters Score -8208728 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8209470.500000 Penalty: 5652.788574
	Iteration 15Q: 3 clusters Score -8209470 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8210563.500000 Penalty: 5652.788574
	Iteration 16Q: 3 clusters Score -8210564 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8211908.000000 Penalty: 5652.788574
	Iteration 17Q: 3 clusters Score -8211908 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -8213358.500000 Penalty: 5652.788574
	Iteration 18Q: 3 clusters Score -8213358 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -8214560.500000 Penalty: 5652.788574
	Iteration 19Q: 3 clusters Score -8214560 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -8215274.000000 Penalty: 5652.788574
	Iteration 20F: 3 clusters Score -8215274 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -8215697.000000 Penalty: 5652.788574
	Iteration 21Q: 3 clusters Score -8215697 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -8215954.000000 Penalty: 5652.788574
	Iteration 22Q: 3 clusters Score -8215954 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -8216093.500000 Penalty: 5652.788574
	Iteration 23Q: 3 clusters Score -8216094 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -8229616.000000 Penalty: 5652.788574
	Iteration 115Q: 3 clusters Score -8229616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -8229609.500000 Penalty: 5652.788574
	Iteration 116Q: 3 clusters Score -8229610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -8229606.500000 Penalty: 5652.788574
	Iteration 117Q: 3 clusters Score -8229606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -8229612.500000 Penalty: 5652.788574
	Iteration 118Q: 3 clusters Score -8229612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -8229618.500000 Penalty: 5652.788574
	Iteration 119Q: 3 clusters Score -8229618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -8229622.000000 Penalty: 5652.788574
	Iteration 120F: 3 clusters Score -8229622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -8229634.000000 Penalty: 5652.788574
	Iteration 121Q: 3 clusters Score -8229634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -8229632.500000 Penalty: 5652.788574
	Iteration 122Q: 3 clusters Score -8229632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -8229635.000000 Penalty: 5652.788574
	Iteration 123Q: 3 clusters Score -8229635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -8229631.500000 Penalty: 5652.788574
	Iteration 124Q: 3 clusters Score -8229632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -8229629.000000 Penalty: 5652.788574
	Iteration 125Q: 3 clusters Score -8229629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -8229636.500000 Penalty: 5652.788574
	Iteration 126Q: 3 clusters Score -8229636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -8229639.500000 Penalty: 5652.788574
	Iteration 127Q: 3 clusters Score -8229640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -8229638.500000 Penalty: 5652.788574
	Iteration 128Q: 3 clusters Score -8229638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -8229638.500000 Penalty: 5652.788574
	Iteration 129F: 3 clusters Score -8229638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -956154.000000 Penalty: 2301.684326
	Iteration 0F: 2 clusters Score -956154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -948009.625000 Penalty: 4603.368652
	Iteration 0F: 3 clusters Score -948009.6 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -950516.500000 Penalty: 4603.368652
	Iteration 1F: 3 clusters Score -950516.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -950832.125000 Penalty: 4603.368652
	Iteration 2F: 3 clusters Score -950832.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -951052.062500 Penalty: 4603.368652
	Iteration 3Q: 3 clusters Score -951052.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -951211.375000 Penalty: 4603.368652
	Iteration 4Q: 3 clusters Score -951211.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -951345.437500 Penalty: 4603.368652
	Iteration 5Q: 3 clusters Score -951345.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -951486.250000 Penalty: 4603.368652
	Iteration 6Q: 3 clusters Score -951486.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -951641.625000 Penalty: 4603.368652
	Iteration 7Q: 3 clusters Score -951641.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -951858.250000 Penalty: 4603.368652
	Iteration 8Q: 3 clusters Score -951858.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -952127.750000 Penalty: 4603.368652
	Iteration 9Q: 3 clusters Score -952127.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -952441.687500 Penalty: 4603.368652
	Iteration 10Q: 3 clusters Score -952441.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -952825.312500 Penalty: 4603.368652
	Iteration 11Q: 3 clusters Score -952825.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -953220.625000 Penalty: 4603.368652
	Iteration 12Q: 3 clusters Score -953220.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -953602.312500 Penalty: 4603.368652
	Iteration 13Q: 3 clusters Score -953602.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -953889.312500 Penalty: 4603.368652
	Iteration 14Q: 3 clusters Score -953889.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -954110.437500 Penalty: 4603.368652
	Iteration 15Q: 3 clusters Score -954110.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -954282.437500 Penalty: 4603.368652
	Iteration 16Q: 3 clusters Score -954282.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -954409.250000 Penalty: 4603.368652
	Iteration 17Q: 3 clusters Score -954409.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -954491.625000 Penalty: 4603.368652
	Iteration 18Q: 3 clusters Score -954491.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -954553.062500 Penalty: 4603.368652
	Iteration 19Q: 3 clusters Score -954553.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -954604.625000 Penalty: 4603.368652
	Iteration 20F: 3 clusters Score -954604.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -954650.625000 Penalty: 4603.368652
	Iteration 21Q: 3 clusters Score -954650.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -954692.250000 Penalty: 4603.368652
	Iteration 22Q: 3 clusters Score -954692.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -954724.812500 Penalty: 4603.368652
	Iteration 23Q: 3 clusters Score -954724.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -954756.750000 Penalty: 4603.368652
	Iteration 24Q: 3 clusters Score -954756.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -954782.312500 Penalty: 4603.368652
	Iteration 25Q: 3 clusters Score -954782.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -954804.500000 Penalty: 4603.368652
	Iteration 26Q: 3 clusters Score -954804.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -954820.250000 Penalty: 4603.368652
	Iteration 27Q: 3 clusters Score -954820.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -954831.250000 Penalty: 4603.368652
	Iteration 28Q: 3 clusters Score -954831.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -954839.937500 Penalty: 4603.368652
	Iteration 29Q: 3 clusters Score -954839.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -954845.187500 Penalty: 4603.368652
	Iteration 30Q: 3 clusters Score -954845.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -954848.562500 Penalty: 4603.368652
	Iteration 31Q: 3 clusters Score -954848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -954854.937500 Penalty: 4603.368652
	Iteration 32Q: 3 clusters Score -954854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -954860.812500 Penalty: 4603.368652
	Iteration 33Q: 3 clusters Score -954860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -954869.062500 Penalty: 4603.368652
	Iteration 34Q: 3 clusters Score -954869.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -954876.187500 Penalty: 4603.368652
	Iteration 35Q: 3 clusters Score -954876.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -954885.875000 Penalty: 4603.368652
	Iteration 36Q: 3 clusters Score -954885.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -954890.687500 Penalty: 4603.368652
	Iteration 37Q: 3 clusters Score -954890.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -954894.250000 Penalty: 4603.368652
	Iteration 38Q: 3 clusters Score -954894.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -954897.125000 Penalty: 4603.368652
	Iteration 39Q: 3 clusters Score -954897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -954902.187500 Penalty: 4603.368652
	Iteration 40F: 3 clusters Score -954902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -954903.812500 Penalty: 4603.368652
	Iteration 41Q: 3 clusters Score -954903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -954904.625000 Penalty: 4603.368652
	Iteration 42Q: 3 clusters Score -954904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -954909.125000 Penalty: 4603.368652
	Iteration 43Q: 3 clusters Score -954909.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -954911.687500 Penalty: 4603.368652
	Iteration 44Q: 3 clusters Score -954911.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -954917.375000 Penalty: 4603.368652
	Iteration 45Q: 3 clusters Score -954917.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -954922.937500 Penalty: 4603.368652
	Iteration 46Q: 3 clusters Score -954922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -954926.500000 Penalty: 4603.368652
	Iteration 47Q: 3 clusters Score -954926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -954933.562500 Penalty: 4603.368652
	Iteration 48Q: 3 clusters Score -954933.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -954933.875000 Penalty: 4603.368652
	Iteration 49Q: 3 clusters Score -954933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -954936.562500 Penalty: 4603.368652
	Iteration 50Q: 3 clusters Score -954936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -954936.937500 Penalty: 4603.368652
	Iteration 51Q: 3 clusters Score -954936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -954937.375000 Penalty: 4603.368652
	Iteration 52Q: 3 clusters Score -954937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -954937.375000 Penalty: 4603.368652
	Iteration 53F: 3 clusters Score -954937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Entering Unmasked Estep 
Score: -14889004.000000 Penalty: 2981.256104
	Iteration 0F: 2 clusters Score -1.4889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -14777741.000000 Penalty: 5962.512207
	Iteration 0F: 3 clusters Score -1.477774e+07 nChanged 79566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -14824066.000000 Penalty: 5962.512207
	Iteration 1F: 3 clusters Score -1.482407e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -14825605.000000 Penalty: 5962.512207
	Iteration 2Q: 3 clusters Score -1.48256e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -14827850.000000 Penalty: 5962.512207
	Iteration 3Q: 3 clusters Score -1.482785e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -14831952.000000 Penalty: 5962.512207
	Iteration 4F: 3 clusters Score -1.483195e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -14839312.000000 Penalty: 5962.512207
	Iteration 5F: 3 clusters Score -1.483931e+07 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127166 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -14850819.000000 Penalty: 5962.512207
	Iteration 6F: 3 clusters Score -1.485082e+07 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140972 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -14864131.000000 Penalty: 5962.512207
	Iteration 7F: 3 clusters Score -1.486413e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151796 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -14874428.000000 Penalty: 5962.512207
	Iteration 8F: 3 clusters Score -1.487443e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -14880383.000000 Penalty: 5962.512207
	Iteration 9Q: 3 clusters Score -1.488038e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -14883449.000000 Penalty: 5962.512207
	Iteration 10Q: 3 clusters Score -1.488345e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163938 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -14884842.000000 Penalty: 5962.512207
	Iteration 11Q: 3 clusters Score -1.488484e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164865 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -14885633.000000 Penalty: 5962.512207
	Iteration 12Q: 3 clusters Score -1.488563e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165304 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14886045.000000 Penalty: 5962.512207
	Iteration 13Q: 3 clusters Score -1.488604e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14886211.000000 Penalty: 5962.512207
	Iteration 14Q: 3 clusters Score -1.488621e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14886336.000000 Penalty: 5962.512207
	Iteration 15Q: 3 clusters Score -1.488634e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165680 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14886363.000000 Penalty: 5962.512207
	Iteration 16Q: 3 clusters Score -1.488636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14886395.000000 Penalty: 5962.512207
	Iteration 17Q: 3 clusters Score -1.48864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165719 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14886431.000000 Penalty: 5962.512207
	Iteration 18Q: 3 clusters Score -1.488643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14886442.000000 Penalty: 5962.512207
	Iteration 19Q: 3 clusters Score -1.488644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165735 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -14886430.000000 Penalty: 5962.512207
	Iteration 20F: 3 clusters Score -1.488643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165739 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -14886440.000000 Penalty: 5962.512207
	Iteration 21Q: 3 clusters Score -1.488644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165744 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -14886433.000000 Penalty: 5962.512207
	Iteration 22Q: 3 clusters Score -1.488643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14886426.000000 Penalty: 5962.512207
	Iteration 23Q: 3 clusters Score -1.488643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -14886427.000000 Penalty: 5962.512207
	Iteration 24Q: 3 clusters Score -1.488643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165757 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -14886438.000000 Penalty: 5962.512207
	Iteration 25Q: 3 clusters Score -1.488644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -14886439.000000 Penalty: 5962.512207
	Iteration 26Q: 3 clusters Score -1.488644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165762 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -14886432.000000 Penalty: 5962.512207
	Iteration 27Q: 3 clusters Score -1.488643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165762 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -14886432.000000 Penalty: 5962.512207
	Iteration 28F: 3 clusters Score -1.488643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -80199.671875 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -80199.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78444.234375 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -78444.23 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -78845.398438 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -78845.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78954.460938 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -78954.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -79020.406250 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -79020.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -79103.117188 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -79103.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -79164.601562 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -79164.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -79228.382812 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -79228.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -79296.945312 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -79296.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -79355.750000 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -79355.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -79404.796875 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -79404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -79449.789062 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -79449.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -79467.781250 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -79467.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -79492.859375 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -79492.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -79510.953125 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -79510.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -79518.460938 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -79518.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -79527.859375 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -79527.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -79540.429688 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -79540.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -79558.710938 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -79558.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -79608.718750 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -79608.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -79657.992188 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -79657.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -79678.390625 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -79678.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -79686.570312 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -79686.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -79695.875000 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -79695.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -79706.226562 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -79706.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -79730.945312 Penalty: 3428.226807
	Iteration 24Q: 3 clusters Score -79730.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -79742.062500 Penalty: 3428.226807
	Iteration 25Q: 3 clusters Score -79742.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -79754.289062 Penalty: 3428.226807
	Iteration 26Q: 3 clusters Score -79754.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -79774.734375 Penalty: 3428.226807
	Iteration 27Q: 3 clusters Score -79774.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -79803.992188 Penalty: 3428.226807
	Iteration 28Q: 3 clusters Score -79803.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -79827.804688 Penalty: 3428.226807
	Iteration 29Q: 3 clusters Score -79827.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -79844.976562 Penalty: 3428.226807
	Iteration 30Q: 3 clusters Score -79844.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -79856.304688 Penalty: 3428.226807
	Iteration 31Q: 3 clusters Score -79856.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -79887.156250 Penalty: 3428.226807
	Iteration 32Q: 3 clusters Score -79887.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -79907.726562 Penalty: 3428.226807
	Iteration 33Q: 3 clusters Score -79907.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -79929.906250 Penalty: 3428.226807
	Iteration 34Q: 3 clusters Score -79929.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -79950.296875 Penalty: 3428.226807
	Iteration 35Q: 3 clusters Score -79950.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -79975.429688 Penalty: 3428.226807
	Iteration 36Q: 3 clusters Score -79975.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -79989.757812 Penalty: 3428.226807
	Iteration 37Q: 3 clusters Score -79989.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80006.226562 Penalty: 3428.226807
	Iteration 38Q: 3 clusters Score -80006.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -80009.476562 Penalty: 3428.226807
	Iteration 39Q: 3 clusters Score -80009.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -80011.562500 Penalty: 3428.226807
	Iteration 40F: 3 clusters Score -80011.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -80013.281250 Penalty: 3428.226807
	Iteration 41Q: 3 clusters Score -80013.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -80013.281250 Penalty: 3428.226807
	Iteration 42F: 3 clusters Score -80013.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -26398.265625 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -26398.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25065.007812 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -25065.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25232.628906 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -25232.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25386.798828 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -25386.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25566.630859 Penalty: 2918.127930
	Iteration 3F: 3 clusters Score -25566.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25656.130859 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -25656.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25816.705078 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -25816.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25950.589844 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -25950.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25962.623047 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -25962.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25965.373047 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -25965.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25965.373047 Penalty: 2918.127930
	Iteration 9F: 3 clusters Score -25965.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (441463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441463 members 
Entering Unmasked Estep 
Score: -40543652.000000 Penalty: 3223.466553
	Iteration 0F: 2 clusters Score -4.054365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221084 members 
Mstep: Class 2 contains 220379 members 
Entering Unmasked Estep 
Score: -40246008.000000 Penalty: 6446.933105
	Iteration 0F: 3 clusters Score -4.024601e+07 nChanged 214574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223728 members 
Mstep: Class 2 contains 217735 members 
Entering Unmasked Estep 
Score: -40377388.000000 Penalty: 6446.933105
	Iteration 1F: 3 clusters Score -4.037739e+07 nChanged 14505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223377 members 
Mstep: Class 2 contains 218086 members 
Entering Unmasked Estep 
Score: -40382232.000000 Penalty: 6446.933105
	Iteration 2Q: 3 clusters Score -4.038223e+07 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222136 members 
Mstep: Class 2 contains 219327 members 
Entering Unmasked Estep 
Score: -40389896.000000 Penalty: 6446.933105
	Iteration 3Q: 3 clusters Score -4.03899e+07 nChanged 23979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219973 members 
Mstep: Class 2 contains 221490 members 
Entering Unmasked Estep 
Score: -40402896.000000 Penalty: 6446.933105
	Iteration 4F: 3 clusters Score -4.04029e+07 nChanged 28281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217294 members 
Mstep: Class 2 contains 224169 members 
Entering Unmasked Estep 
Score: -40419420.000000 Penalty: 6446.933105
	Iteration 5F: 3 clusters Score -4.041942e+07 nChanged 29677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214747 members 
Mstep: Class 2 contains 226716 members 
Entering Unmasked Estep 
Score: -40436504.000000 Penalty: 6446.933105
	Iteration 6F: 3 clusters Score -4.04365e+07 nChanged 27023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213258 members 
Mstep: Class 2 contains 228205 members 
Entering Unmasked Estep 
Score: -40449328.000000 Penalty: 6446.933105
	Iteration 7F: 3 clusters Score -4.044933e+07 nChanged 22111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213023 members 
Mstep: Class 2 contains 228440 members 
Entering Unmasked Estep 
Score: -40457256.000000 Penalty: 6446.933105
	Iteration 8F: 3 clusters Score -4.045726e+07 nChanged 16462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213815 members 
Mstep: Class 2 contains 227648 members 
Entering Unmasked Estep 
Score: -40461396.000000 Penalty: 6446.933105
	Iteration 9Q: 3 clusters Score -4.04614e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215531 members 
Mstep: Class 2 contains 225932 members 
Entering Unmasked Estep 
Score: -40463380.000000 Penalty: 6446.933105
	Iteration 10Q: 3 clusters Score -4.046338e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217931 members 
Mstep: Class 2 contains 223532 members 
Entering Unmasked Estep 
Score: -40464544.000000 Penalty: 6446.933105
	Iteration 11Q: 3 clusters Score -4.046454e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221077 members 
Mstep: Class 2 contains 220386 members 
Entering Unmasked Estep 
Score: -40465444.000000 Penalty: 6446.933105
	Iteration 12Q: 3 clusters Score -4.046544e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224920 members 
Mstep: Class 2 contains 216543 members 
Entering Unmasked Estep 
Score: -40465928.000000 Penalty: 6446.933105
	Iteration 13Q: 3 clusters Score -4.046593e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229404 members 
Mstep: Class 2 contains 212059 members 
Entering Unmasked Estep 
Score: -40466676.000000 Penalty: 6446.933105
	Iteration 14Q: 3 clusters Score -4.046668e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234635 members 
Mstep: Class 2 contains 206828 members 
Entering Unmasked Estep 
Score: -40467532.000000 Penalty: 6446.933105
	Iteration 15Q: 3 clusters Score -4.046753e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240650 members 
Mstep: Class 2 contains 200813 members 
Entering Unmasked Estep 
Score: -40468248.000000 Penalty: 6446.933105
	Iteration 16Q: 3 clusters Score -4.046825e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247643 members 
Mstep: Class 2 contains 193820 members 
Entering Unmasked Estep 
Score: -40469228.000000 Penalty: 6446.933105
	Iteration 17Q: 3 clusters Score -4.046923e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255877 members 
Mstep: Class 2 contains 185586 members 
Entering Unmasked Estep 
Score: -40470792.000000 Penalty: 6446.933105
	Iteration 18Q: 3 clusters Score -4.047079e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265345 members 
Mstep: Class 2 contains 176118 members 
Entering Unmasked Estep 
Score: -40472796.000000 Penalty: 6446.933105
	Iteration 19Q: 3 clusters Score -4.04728e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276259 members 
Mstep: Class 2 contains 165204 members 
Entering Unmasked Estep 
Score: -40475300.000000 Penalty: 6446.933105
	Iteration 20F: 3 clusters Score -4.04753e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288550 members 
Mstep: Class 2 contains 152913 members 
Entering Unmasked Estep 
Score: -40478624.000000 Penalty: 6446.933105
	Iteration 21Q: 3 clusters Score -4.047862e+07 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302361 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -40483300.000000 Penalty: 6446.933105
	Iteration 22Q: 3 clusters Score -4.04833e+07 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317514 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -40488864.000000 Penalty: 6446.933105
	Iteration 23Q: 3 clusters Score -4.048886e+07 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333538 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -40494960.000000 Penalty: 6446.933105
	Iteration 24Q: 3 clusters Score -4.049496e+07 nChanged 16427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349965 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -40501964.000000 Penalty: 6446.933105
	Iteration 25Q: 3 clusters Score -4.050196e+07 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366192 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -40508856.000000 Penalty: 6446.933105
	Iteration 26Q: 3 clusters Score -4.050886e+07 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381588 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -40515804.000000 Penalty: 6446.933105
	Iteration 27Q: 3 clusters Score -4.05158e+07 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395167 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -40521948.000000 Penalty: 6446.933105
	Iteration 28Q: 3 clusters Score -4.052195e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406453 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -40527192.000000 Penalty: 6446.933105
	Iteration 29Q: 3 clusters Score -4.052719e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415471 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -40531040.000000 Penalty: 6446.933105
	Iteration 30Q: 3 clusters Score -4.053104e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422413 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -40534072.000000 Penalty: 6446.933105
	Iteration 31Q: 3 clusters Score -4.053407e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427521 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -40536312.000000 Penalty: 6446.933105
	Iteration 32Q: 3 clusters Score -4.053631e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431100 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -40537656.000000 Penalty: 6446.933105
	Iteration 33Q: 3 clusters Score -4.053766e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433621 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -40538776.000000 Penalty: 6446.933105
	Iteration 34Q: 3 clusters Score -4.053878e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435278 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -40539392.000000 Penalty: 6446.933105
	Iteration 35Q: 3 clusters Score -4.053939e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436400 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -40539728.000000 Penalty: 6446.933105
	Iteration 36Q: 3 clusters Score -4.053973e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437193 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -40539952.000000 Penalty: 6446.933105
	Iteration 37Q: 3 clusters Score -4.053995e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437782 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -40540172.000000 Penalty: 6446.933105
	Iteration 38Q: 3 clusters Score -4.054017e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438201 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -40540344.000000 Penalty: 6446.933105
	Iteration 39Q: 3 clusters Score -4.054034e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438517 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -40540504.000000 Penalty: 6446.933105
	Iteration 40F: 3 clusters Score -4.05405e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438787 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -40540656.000000 Penalty: 6446.933105
	Iteration 41Q: 3 clusters Score -4.054066e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438972 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -40540696.000000 Penalty: 6446.933105
	Iteration 42Q: 3 clusters Score -4.05407e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439121 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -40540784.000000 Penalty: 6446.933105
	Iteration 43Q: 3 clusters Score -4.054078e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439239 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -40540816.000000 Penalty: 6446.933105
	Iteration 44Q: 3 clusters Score -4.054082e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439337 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -40540868.000000 Penalty: 6446.933105
	Iteration 45Q: 3 clusters Score -4.054087e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439420 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -40540904.000000 Penalty: 6446.933105
	Iteration 46Q: 3 clusters Score -4.05409e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439485 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -40540952.000000 Penalty: 6446.933105
	Iteration 47Q: 3 clusters Score -4.054095e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439537 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -40540980.000000 Penalty: 6446.933105
	Iteration 48Q: 3 clusters Score -4.054098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439579 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -40540992.000000 Penalty: 6446.933105
	Iteration 49Q: 3 clusters Score -4.054099e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439609 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -40541048.000000 Penalty: 6446.933105
	Iteration 50Q: 3 clusters Score -4.054105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439642 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -40541028.000000 Penalty: 6446.933105
	Iteration 51Q: 3 clusters Score -4.054103e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439676 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -40541080.000000 Penalty: 6446.933105
	Iteration 52Q: 3 clusters Score -4.054108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439701 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -40541104.000000 Penalty: 6446.933105
	Iteration 53Q: 3 clusters Score -4.05411e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439717 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -40541112.000000 Penalty: 6446.933105
	Iteration 54Q: 3 clusters Score -4.054111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439730 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -40541104.000000 Penalty: 6446.933105
	Iteration 55Q: 3 clusters Score -4.05411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439744 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -40541096.000000 Penalty: 6446.933105
	Iteration 56Q: 3 clusters Score -4.05411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439763 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -40541104.000000 Penalty: 6446.933105
	Iteration 57Q: 3 clusters Score -4.05411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439770 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -40541176.000000 Penalty: 6446.933105
	Iteration 58Q: 3 clusters Score -4.054118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439777 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -40541136.000000 Penalty: 6446.933105
	Iteration 59Q: 3 clusters Score -4.054114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439787 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -40541136.000000 Penalty: 6446.933105
	Iteration 60F: 3 clusters Score -4.054114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439798 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -40541120.000000 Penalty: 6446.933105
	Iteration 61Q: 3 clusters Score -4.054112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439809 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -40541148.000000 Penalty: 6446.933105
	Iteration 62Q: 3 clusters Score -4.054115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439814 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -40541140.000000 Penalty: 6446.933105
	Iteration 63Q: 3 clusters Score -4.054114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439821 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -40541124.000000 Penalty: 6446.933105
	Iteration 64Q: 3 clusters Score -4.054112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439822 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -40541132.000000 Penalty: 6446.933105
	Iteration 65Q: 3 clusters Score -4.054113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439822 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -40541128.000000 Penalty: 6446.933105
	Iteration 66Q: 3 clusters Score -4.054113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439822 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -40541136.000000 Penalty: 6446.933105
	Iteration 67Q: 3 clusters Score -4.054114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439826 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -40541144.000000 Penalty: 6446.933105
	Iteration 68Q: 3 clusters Score -4.054114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439829 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -40541152.000000 Penalty: 6446.933105
	Iteration 69Q: 3 clusters Score -4.054115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439838 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -40541140.000000 Penalty: 6446.933105
	Iteration 70Q: 3 clusters Score -4.054114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439842 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -40541156.000000 Penalty: 6446.933105
	Iteration 71Q: 3 clusters Score -4.054116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439843 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -40541160.000000 Penalty: 6446.933105
	Iteration 72Q: 3 clusters Score -4.054116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439847 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -40541136.000000 Penalty: 6446.933105
	Iteration 73Q: 3 clusters Score -4.054114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439849 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -40541144.000000 Penalty: 6446.933105
	Iteration 74Q: 3 clusters Score -4.054114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439851 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -40541156.000000 Penalty: 6446.933105
	Iteration 75Q: 3 clusters Score -4.054116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439855 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -40541172.000000 Penalty: 6446.933105
	Iteration 76Q: 3 clusters Score -4.054117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439859 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -40541172.000000 Penalty: 6446.933105
	Iteration 77Q: 3 clusters Score -4.054117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439861 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -40541176.000000 Penalty: 6446.933105
	Iteration 78Q: 3 clusters Score -4.054118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439861 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -40541180.000000 Penalty: 6446.933105
	Iteration 79Q: 3 clusters Score -4.054118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439861 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -40541180.000000 Penalty: 6446.933105
	Iteration 80F: 3 clusters Score -4.054118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (135484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Entering Unmasked Estep 
Score: -12398895.000000 Penalty: 2930.518799
	Iteration 0F: 2 clusters Score -1.23989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -12308126.000000 Penalty: 5861.037598
	Iteration 0F: 3 clusters Score -1.230813e+07 nChanged 64672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -12345657.000000 Penalty: 5861.037598
	Iteration 1F: 3 clusters Score -1.234566e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -12346865.000000 Penalty: 5861.037598
	Iteration 2Q: 3 clusters Score -1.234686e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -12348599.000000 Penalty: 5861.037598
	Iteration 3Q: 3 clusters Score -1.23486e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -12351876.000000 Penalty: 5861.037598
	Iteration 4Q: 3 clusters Score -1.235188e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -12357317.000000 Penalty: 5861.037598
	Iteration 5F: 3 clusters Score -1.235732e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -12366020.000000 Penalty: 5861.037598
	Iteration 6F: 3 clusters Score -1.236602e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116103 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -12377409.000000 Penalty: 5861.037598
	Iteration 7F: 3 clusters Score -1.237741e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -12387717.000000 Penalty: 5861.037598
	Iteration 8F: 3 clusters Score -1.238772e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132151 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -12393200.000000 Penalty: 5861.037598
	Iteration 9Q: 3 clusters Score -1.23932e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134378 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12395316.000000 Penalty: 5861.037598
	Iteration 10Q: 3 clusters Score -1.239532e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134968 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12395932.000000 Penalty: 5861.037598
	Iteration 11Q: 3 clusters Score -1.239593e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135120 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12396077.000000 Penalty: 5861.037598
	Iteration 12Q: 3 clusters Score -1.239608e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135174 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12396147.000000 Penalty: 5861.037598
	Iteration 13Q: 3 clusters Score -1.239615e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135200 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12396183.000000 Penalty: 5861.037598
	Iteration 14Q: 3 clusters Score -1.239618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12396210.000000 Penalty: 5861.037598
	Iteration 15Q: 3 clusters Score -1.239621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12396250.000000 Penalty: 5861.037598
	Iteration 16Q: 3 clusters Score -1.239625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12396262.000000 Penalty: 5861.037598
	Iteration 17Q: 3 clusters Score -1.239626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12396286.000000 Penalty: 5861.037598
	Iteration 18Q: 3 clusters Score -1.239629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12396298.000000 Penalty: 5861.037598
	Iteration 19Q: 3 clusters Score -1.23963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12396308.000000 Penalty: 5861.037598
	Iteration 20F: 3 clusters Score -1.239631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135246 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12396325.000000 Penalty: 5861.037598
	Iteration 21Q: 3 clusters Score -1.239632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12396336.000000 Penalty: 5861.037598
	Iteration 22Q: 3 clusters Score -1.239634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135247 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12396339.000000 Penalty: 5861.037598
	Iteration 23Q: 3 clusters Score -1.239634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135247 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12396339.000000 Penalty: 5861.037598
	Iteration 24F: 3 clusters Score -1.239634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Entering Unmasked Estep 
Score: -2192221.750000 Penalty: 2507.928223
	Iteration 0F: 2 clusters Score -2192222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2175129.000000 Penalty: 5015.856445
	Iteration 0F: 3 clusters Score -2175129 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2181182.500000 Penalty: 5015.856445
	Iteration 1F: 3 clusters Score -2181182 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2181713.500000 Penalty: 5015.856445
	Iteration 2F: 3 clusters Score -2181714 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2182227.000000 Penalty: 5015.856445
	Iteration 3F: 3 clusters Score -2182227 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2182761.000000 Penalty: 5015.856445
	Iteration 4Q: 3 clusters Score -2182761 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2183353.750000 Penalty: 5015.856445
	Iteration 5Q: 3 clusters Score -2183354 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2184098.500000 Penalty: 5015.856445
	Iteration 6F: 3 clusters Score -2184098 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2184908.500000 Penalty: 5015.856445
	Iteration 7F: 3 clusters Score -2184908 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2185733.000000 Penalty: 5015.856445
	Iteration 8F: 3 clusters Score -2185733 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2186449.500000 Penalty: 5015.856445
	Iteration 9Q: 3 clusters Score -2186450 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2187142.750000 Penalty: 5015.856445
	Iteration 10Q: 3 clusters Score -2187143 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2187793.750000 Penalty: 5015.856445
	Iteration 11Q: 3 clusters Score -2187794 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2188331.500000 Penalty: 5015.856445
	Iteration 12Q: 3 clusters Score -2188332 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2188790.000000 Penalty: 5015.856445
	Iteration 13Q: 3 clusters Score -2188790 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2189081.250000 Penalty: 5015.856445
	Iteration 14Q: 3 clusters Score -2189081 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2189242.000000 Penalty: 5015.856445
	Iteration 15Q: 3 clusters Score -2189242 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2189352.250000 Penalty: 5015.856445
	Iteration 16Q: 3 clusters Score -2189352 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2189458.250000 Penalty: 5015.856445
	Iteration 17Q: 3 clusters Score -2189458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2189553.000000 Penalty: 5015.856445
	Iteration 18Q: 3 clusters Score -2189553 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2189617.250000 Penalty: 5015.856445
	Iteration 19Q: 3 clusters Score -2189617 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2189677.000000 Penalty: 5015.856445
	Iteration 20F: 3 clusters Score -2189677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2189727.250000 Penalty: 5015.856445
	Iteration 21Q: 3 clusters Score -2189727 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2189771.500000 Penalty: 5015.856445
	Iteration 22Q: 3 clusters Score -2189772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2189817.000000 Penalty: 5015.856445
	Iteration 23Q: 3 clusters Score -2189817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2189863.250000 Penalty: 5015.856445
	Iteration 24Q: 3 clusters Score -2189863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2189899.500000 Penalty: 5015.856445
	Iteration 25Q: 3 clusters Score -2189900 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2189943.250000 Penalty: 5015.856445
	Iteration 26Q: 3 clusters Score -2189943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2189970.250000 Penalty: 5015.856445
	Iteration 27Q: 3 clusters Score -2189970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2189993.500000 Penalty: 5015.856445
	Iteration 28Q: 3 clusters Score -2189994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2190022.750000 Penalty: 5015.856445
	Iteration 29Q: 3 clusters Score -2190023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2190056.500000 Penalty: 5015.856445
	Iteration 30Q: 3 clusters Score -2190056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2190074.250000 Penalty: 5015.856445
	Iteration 31Q: 3 clusters Score -2190074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2190087.250000 Penalty: 5015.856445
	Iteration 32Q: 3 clusters Score -2190087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2190107.500000 Penalty: 5015.856445
	Iteration 33Q: 3 clusters Score -2190108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2190120.500000 Penalty: 5015.856445
	Iteration 34Q: 3 clusters Score -2190120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2190123.250000 Penalty: 5015.856445
	Iteration 35Q: 3 clusters Score -2190123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2190134.500000 Penalty: 5015.856445
	Iteration 36Q: 3 clusters Score -2190134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2190143.500000 Penalty: 5015.856445
	Iteration 37Q: 3 clusters Score -2190144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2190146.000000 Penalty: 5015.856445
	Iteration 38Q: 3 clusters Score -2190146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2190155.750000 Penalty: 5015.856445
	Iteration 39Q: 3 clusters Score -2190156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2190162.250000 Penalty: 5015.856445
	Iteration 40F: 3 clusters Score -2190162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2190161.250000 Penalty: 5015.856445
	Iteration 41Q: 3 clusters Score -2190161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2190161.500000 Penalty: 5015.856445
	Iteration 42Q: 3 clusters Score -2190162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2190168.000000 Penalty: 5015.856445
	Iteration 43Q: 3 clusters Score -2190168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2190170.000000 Penalty: 5015.856445
	Iteration 44Q: 3 clusters Score -2190170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2190173.750000 Penalty: 5015.856445
	Iteration 45Q: 3 clusters Score -2190174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2190177.500000 Penalty: 5015.856445
	Iteration 46Q: 3 clusters Score -2190178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2190177.000000 Penalty: 5015.856445
	Iteration 47Q: 3 clusters Score -2190177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2190178.000000 Penalty: 5015.856445
	Iteration 48Q: 3 clusters Score -2190178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2190182.500000 Penalty: 5015.856445
	Iteration 49Q: 3 clusters Score -2190182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2190183.250000 Penalty: 5015.856445
	Iteration 50Q: 3 clusters Score -2190183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2190188.000000 Penalty: 5015.856445
	Iteration 51Q: 3 clusters Score -2190188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2190189.750000 Penalty: 5015.856445
	Iteration 52Q: 3 clusters Score -2190190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2190191.750000 Penalty: 5015.856445
	Iteration 53Q: 3 clusters Score -2190192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2190191.000000 Penalty: 5015.856445
	Iteration 54Q: 3 clusters Score -2190191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2190191.250000 Penalty: 5015.856445
	Iteration 55Q: 3 clusters Score -2190191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2190190.000000 Penalty: 5015.856445
	Iteration 56Q: 3 clusters Score -2190190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2190189.250000 Penalty: 5015.856445
	Iteration 57Q: 3 clusters Score -2190189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2190191.750000 Penalty: 5015.856445
	Iteration 58Q: 3 clusters Score -2190192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2190193.250000 Penalty: 5015.856445
	Iteration 59Q: 3 clusters Score -2190193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2190195.000000 Penalty: 5015.856445
	Iteration 60F: 3 clusters Score -2190195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -598721.000000 Penalty: 2177.062988
	Iteration 0F: 2 clusters Score -598721 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 3275 members 
Entering Unmasked Estep 
Score: -593269.187500 Penalty: 4354.125977
	Iteration 0F: 3 clusters Score -593269.2 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -594683.125000 Penalty: 4354.125977
	Iteration 1F: 3 clusters Score -594683.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -594941.562500 Penalty: 4354.125977
	Iteration 2F: 3 clusters Score -594941.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -595087.375000 Penalty: 4354.125977
	Iteration 3Q: 3 clusters Score -595087.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -595203.062500 Penalty: 4354.125977
	Iteration 4Q: 3 clusters Score -595203.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -595309.250000 Penalty: 4354.125977
	Iteration 5Q: 3 clusters Score -595309.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -595391.250000 Penalty: 4354.125977
	Iteration 6Q: 3 clusters Score -595391.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -595451.937500 Penalty: 4354.125977
	Iteration 7Q: 3 clusters Score -595451.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -595516.812500 Penalty: 4354.125977
	Iteration 8Q: 3 clusters Score -595516.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -595588.937500 Penalty: 4354.125977
	Iteration 9Q: 3 clusters Score -595588.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -595660.125000 Penalty: 4354.125977
	Iteration 10Q: 3 clusters Score -595660.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -595738.500000 Penalty: 4354.125977
	Iteration 11Q: 3 clusters Score -595738.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -595815.500000 Penalty: 4354.125977
	Iteration 12Q: 3 clusters Score -595815.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -595898.437500 Penalty: 4354.125977
	Iteration 13Q: 3 clusters Score -595898.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -595998.562500 Penalty: 4354.125977
	Iteration 14Q: 3 clusters Score -595998.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -596103.187500 Penalty: 4354.125977
	Iteration 15Q: 3 clusters Score -596103.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -596200.000000 Penalty: 4354.125977
	Iteration 16Q: 3 clusters Score -596200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -596293.125000 Penalty: 4354.125977
	Iteration 17Q: 3 clusters Score -596293.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -596387.437500 Penalty: 4354.125977
	Iteration 18Q: 3 clusters Score -596387.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -596471.875000 Penalty: 4354.125977
	Iteration 19Q: 3 clusters Score -596471.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -596541.875000 Penalty: 4354.125977
	Iteration 20F: 3 clusters Score -596541.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -596590.812500 Penalty: 4354.125977
	Iteration 21Q: 3 clusters Score -596590.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -596633.812500 Penalty: 4354.125977
	Iteration 22Q: 3 clusters Score -596633.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -596672.062500 Penalty: 4354.125977
	Iteration 23Q: 3 clusters Score -596672.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -596710.937500 Penalty: 4354.125977
	Iteration 24Q: 3 clusters Score -596710.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -596746.312500 Penalty: 4354.125977
	Iteration 25Q: 3 clusters Score -596746.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -596796.500000 Penalty: 4354.125977
	Iteration 26Q: 3 clusters Score -596796.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -596834.937500 Penalty: 4354.125977
	Iteration 27Q: 3 clusters Score -596834.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -596860.375000 Penalty: 4354.125977
	Iteration 28Q: 3 clusters Score -596860.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -596874.312500 Penalty: 4354.125977
	Iteration 29Q: 3 clusters Score -596874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -596887.812500 Penalty: 4354.125977
	Iteration 30Q: 3 clusters Score -596887.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -596901.062500 Penalty: 4354.125977
	Iteration 31Q: 3 clusters Score -596901.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -596913.750000 Penalty: 4354.125977
	Iteration 32Q: 3 clusters Score -596913.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -596927.312500 Penalty: 4354.125977
	Iteration 33Q: 3 clusters Score -596927.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -596943.687500 Penalty: 4354.125977
	Iteration 34Q: 3 clusters Score -596943.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -596955.187500 Penalty: 4354.125977
	Iteration 35Q: 3 clusters Score -596955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -596967.750000 Penalty: 4354.125977
	Iteration 36Q: 3 clusters Score -596967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -596982.000000 Penalty: 4354.125977
	Iteration 37Q: 3 clusters Score -596982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -596993.812500 Penalty: 4354.125977
	Iteration 38Q: 3 clusters Score -596993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -597001.375000 Penalty: 4354.125977
	Iteration 39Q: 3 clusters Score -597001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -597003.437500 Penalty: 4354.125977
	Iteration 40F: 3 clusters Score -597003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -597004.625000 Penalty: 4354.125977
	Iteration 41Q: 3 clusters Score -597004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -597004.625000 Penalty: 4354.125977
	Iteration 42F: 3 clusters Score -597004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25288 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 35132 members 
Mstep: Class 12 contains 20916 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 19219 members 
Mstep: Class 16 contains 14595 members 
Mstep: Class 17 contains 89032 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 166241 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441463 members 
Mstep: Class 23 contains 135484 members 
Mstep: Class 24 contains 24652 members 
Mstep: Class 25 contains 6493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93621552.000000 Penalty: 89408.812500
Iteration 79Q: 27 clusters Score -9.362155e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9207 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 25208 members 
Mstep: Class 5 contains 33802 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35130 members 
Mstep: Class 12 contains 20921 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 19222 members 
Mstep: Class 16 contains 14596 members 
Mstep: Class 17 contains 89044 members 
Mstep: Class 18 contains 10728 members 
Mstep: Class 19 contains 166231 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441461 members 
Mstep: Class 23 contains 135494 members 
Mstep: Class 24 contains 24654 members 
Mstep: Class 25 contains 6494 members 
Mstep: Class 26 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622032.000000 Penalty: 89408.812500
Iteration 80F: 27 clusters Score -9.362203e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9274 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 25148 members 
Mstep: Class 5 contains 33774 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 711 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35128 members 
Mstep: Class 12 contains 20920 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19229 members 
Mstep: Class 16 contains 14597 members 
Mstep: Class 17 contains 89051 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166231 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441459 members 
Mstep: Class 23 contains 135505 members 
Mstep: Class 24 contains 24653 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622336.000000 Penalty: 89408.812500
Iteration 81Q: 27 clusters Score -9.362234e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9357 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 25077 members 
Mstep: Class 5 contains 33748 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 705 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 20921 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 19232 members 
Mstep: Class 16 contains 14597 members 
Mstep: Class 17 contains 89065 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166222 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441460 members 
Mstep: Class 23 contains 135508 members 
Mstep: Class 24 contains 24657 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622432.000000 Penalty: 89408.812500
Iteration 82Q: 27 clusters Score -9.362243e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 25023 members 
Mstep: Class 5 contains 33722 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35126 members 
Mstep: Class 12 contains 20922 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 14597 members 
Mstep: Class 17 contains 89076 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 166220 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441459 members 
Mstep: Class 23 contains 135511 members 
Mstep: Class 24 contains 24659 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622456.000000 Penalty: 89408.812500
Iteration 83Q: 27 clusters Score -9.362246e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9471 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24977 members 
Mstep: Class 5 contains 33712 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 708 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 20923 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 14597 members 
Mstep: Class 17 contains 89077 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166223 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441462 members 
Mstep: Class 23 contains 135514 members 
Mstep: Class 24 contains 24660 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622480.000000 Penalty: 89408.812500
Iteration 84Q: 27 clusters Score -9.362248e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24936 members 
Mstep: Class 5 contains 33697 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 711 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35123 members 
Mstep: Class 12 contains 20926 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 14598 members 
Mstep: Class 17 contains 89080 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166227 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441460 members 
Mstep: Class 23 contains 135519 members 
Mstep: Class 24 contains 24663 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622496.000000 Penalty: 89408.812500
Iteration 85Q: 27 clusters Score -9.36225e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24893 members 
Mstep: Class 5 contains 33681 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 715 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35121 members 
Mstep: Class 12 contains 20927 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19236 members 
Mstep: Class 16 contains 14598 members 
Mstep: Class 17 contains 89082 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 166243 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441458 members 
Mstep: Class 23 contains 135522 members 
Mstep: Class 24 contains 24662 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622528.000000 Penalty: 89408.812500
Iteration 86Q: 27 clusters Score -9.362253e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9604 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24844 members 
Mstep: Class 5 contains 33666 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35121 members 
Mstep: Class 12 contains 20929 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 14598 members 
Mstep: Class 17 contains 89089 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 166240 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441455 members 
Mstep: Class 23 contains 135532 members 
Mstep: Class 24 contains 24663 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622584.000000 Penalty: 89408.812500
Iteration 87Q: 27 clusters Score -9.362258e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9655 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24807 members 
Mstep: Class 5 contains 33649 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 14598 members 
Mstep: Class 17 contains 89092 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166228 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135546 members 
Mstep: Class 24 contains 24665 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622568.000000 Penalty: 89408.812500
Iteration 88Q: 27 clusters Score -9.362257e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24764 members 
Mstep: Class 5 contains 33636 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35123 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19239 members 
Mstep: Class 16 contains 14598 members 
Mstep: Class 17 contains 89095 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166211 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441444 members 
Mstep: Class 23 contains 135551 members 
Mstep: Class 24 contains 24667 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622600.000000 Penalty: 89408.812500
Iteration 89Q: 27 clusters Score -9.36226e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9780 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24719 members 
Mstep: Class 5 contains 33621 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 738 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19239 members 
Mstep: Class 16 contains 14598 members 
Mstep: Class 17 contains 89094 members 
Mstep: Class 18 contains 10723 members 
Mstep: Class 19 contains 166206 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135552 members 
Mstep: Class 24 contains 24668 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622592.000000 Penalty: 89408.812500
Iteration 90Q: 27 clusters Score -9.362259e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24669 members 
Mstep: Class 5 contains 33609 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35123 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19241 members 
Mstep: Class 16 contains 14599 members 
Mstep: Class 17 contains 89097 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166197 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135555 members 
Mstep: Class 24 contains 24669 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622664.000000 Penalty: 89408.812500
Iteration 91Q: 27 clusters Score -9.362266e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9901 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24621 members 
Mstep: Class 5 contains 33598 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35123 members 
Mstep: Class 12 contains 20930 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89101 members 
Mstep: Class 18 contains 10723 members 
Mstep: Class 19 contains 166184 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135559 members 
Mstep: Class 24 contains 24666 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93622800.000000 Penalty: 89408.812500
Iteration 92Q: 27 clusters Score -9.36228e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24573 members 
Mstep: Class 5 contains 33586 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19247 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89107 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 166186 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441444 members 
Mstep: Class 23 contains 135558 members 
Mstep: Class 24 contains 24665 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623128.000000 Penalty: 89408.812500
Iteration 93Q: 27 clusters Score -9.362313e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10003 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24520 members 
Mstep: Class 5 contains 33575 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20931 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19249 members 
Mstep: Class 16 contains 14604 members 
Mstep: Class 17 contains 89108 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 166189 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441446 members 
Mstep: Class 23 contains 135562 members 
Mstep: Class 24 contains 24668 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623320.000000 Penalty: 89408.812500
Iteration 94Q: 27 clusters Score -9.362332e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10039 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24471 members 
Mstep: Class 5 contains 33563 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 35121 members 
Mstep: Class 12 contains 20935 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19252 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 89114 members 
Mstep: Class 18 contains 10723 members 
Mstep: Class 19 contains 166193 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441444 members 
Mstep: Class 23 contains 135568 members 
Mstep: Class 24 contains 24669 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623304.000000 Penalty: 89408.812500
Iteration 95Q: 27 clusters Score -9.36233e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10073 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24435 members 
Mstep: Class 5 contains 33558 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35121 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19254 members 
Mstep: Class 16 contains 14604 members 
Mstep: Class 17 contains 89115 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166192 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135571 members 
Mstep: Class 24 contains 24668 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623384.000000 Penalty: 89408.812500
Iteration 96Q: 27 clusters Score -9.362338e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10104 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24410 members 
Mstep: Class 5 contains 33548 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35121 members 
Mstep: Class 12 contains 20934 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19255 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89117 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166191 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135571 members 
Mstep: Class 24 contains 24669 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 89408.812500
Iteration 97Q: 27 clusters Score -9.362342e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10139 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24380 members 
Mstep: Class 5 contains 33537 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19256 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89118 members 
Mstep: Class 18 contains 10723 members 
Mstep: Class 19 contains 166189 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441449 members 
Mstep: Class 23 contains 135578 members 
Mstep: Class 24 contains 24671 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623328.000000 Penalty: 89408.812500
Iteration 98Q: 27 clusters Score -9.362333e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10180 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24341 members 
Mstep: Class 5 contains 33528 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19259 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89120 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 166185 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135585 members 
Mstep: Class 24 contains 24671 members 
Mstep: Class 25 contains 6496 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623424.000000 Penalty: 89408.812500
Iteration 99Q: 27 clusters Score -9.362342e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10216 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24302 members 
Mstep: Class 5 contains 33523 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 19262 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89117 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 166187 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24673 members 
Mstep: Class 25 contains 6497 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623384.000000 Penalty: 89408.812500
Iteration 100F: 27 clusters Score -9.362338e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10249 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24267 members 
Mstep: Class 5 contains 33517 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 19258 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89118 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 166188 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441449 members 
Mstep: Class 23 contains 135591 members 
Mstep: Class 24 contains 24675 members 
Mstep: Class 25 contains 6500 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623440.000000 Penalty: 89408.812500
Iteration 101Q: 27 clusters Score -9.362344e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10281 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24237 members 
Mstep: Class 5 contains 33509 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 19263 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89122 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 166190 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441446 members 
Mstep: Class 23 contains 135590 members 
Mstep: Class 24 contains 24676 members 
Mstep: Class 25 contains 6502 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623408.000000 Penalty: 89408.812500
Iteration 102Q: 27 clusters Score -9.362341e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10302 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24211 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20937 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 19265 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89124 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166186 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24678 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623456.000000 Penalty: 89408.812500
Iteration 103Q: 27 clusters Score -9.362346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24193 members 
Mstep: Class 5 contains 33495 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 15 contains 19266 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89125 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166186 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135594 members 
Mstep: Class 24 contains 24680 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623488.000000 Penalty: 89408.812500
Iteration 104Q: 27 clusters Score -9.362349e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24179 members 
Mstep: Class 5 contains 33484 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20942 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 19268 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89128 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166184 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441445 members 
Mstep: Class 23 contains 135599 members 
Mstep: Class 24 contains 24683 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623472.000000 Penalty: 89408.812500
Iteration 105Q: 27 clusters Score -9.362347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24163 members 
Mstep: Class 5 contains 33480 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19270 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89130 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166183 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135599 members 
Mstep: Class 24 contains 24686 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623552.000000 Penalty: 89408.812500
Iteration 106Q: 27 clusters Score -9.362355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10364 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24145 members 
Mstep: Class 5 contains 33480 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20941 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19270 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89130 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166180 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441445 members 
Mstep: Class 23 contains 135602 members 
Mstep: Class 24 contains 24687 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623568.000000 Penalty: 89408.812500
Iteration 107Q: 27 clusters Score -9.362357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24130 members 
Mstep: Class 5 contains 33483 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20943 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19269 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89132 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 166182 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135602 members 
Mstep: Class 24 contains 24687 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623480.000000 Penalty: 89408.812500
Iteration 108Q: 27 clusters Score -9.362348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24114 members 
Mstep: Class 5 contains 33480 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35122 members 
Mstep: Class 12 contains 20945 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19269 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89137 members 
Mstep: Class 18 contains 10719 members 
Mstep: Class 19 contains 166185 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441450 members 
Mstep: Class 23 contains 135599 members 
Mstep: Class 24 contains 24687 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623512.000000 Penalty: 89408.812500
Iteration 109Q: 27 clusters Score -9.362351e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10391 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24099 members 
Mstep: Class 5 contains 33477 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35121 members 
Mstep: Class 12 contains 20947 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89139 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 166181 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441451 members 
Mstep: Class 23 contains 135600 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623472.000000 Penalty: 89408.812500
Iteration 110Q: 27 clusters Score -9.362347e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24077 members 
Mstep: Class 5 contains 33473 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35120 members 
Mstep: Class 12 contains 20947 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19271 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89144 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166174 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441449 members 
Mstep: Class 23 contains 135603 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623512.000000 Penalty: 89408.812500
Iteration 111Q: 27 clusters Score -9.362351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24045 members 
Mstep: Class 5 contains 33472 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35120 members 
Mstep: Class 12 contains 20948 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 14604 members 
Mstep: Class 17 contains 89146 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166170 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441452 members 
Mstep: Class 23 contains 135604 members 
Mstep: Class 24 contains 24690 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623592.000000 Penalty: 89408.812500
Iteration 112Q: 27 clusters Score -9.362359e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10460 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24019 members 
Mstep: Class 5 contains 33472 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35120 members 
Mstep: Class 12 contains 20949 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19277 members 
Mstep: Class 16 contains 14604 members 
Mstep: Class 17 contains 89148 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166170 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441452 members 
Mstep: Class 23 contains 135605 members 
Mstep: Class 24 contains 24690 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623560.000000 Penalty: 89408.812500
Iteration 113Q: 27 clusters Score -9.362356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 24000 members 
Mstep: Class 5 contains 33473 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35119 members 
Mstep: Class 12 contains 20951 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 19276 members 
Mstep: Class 16 contains 14604 members 
Mstep: Class 17 contains 89150 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 166181 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441449 members 
Mstep: Class 23 contains 135601 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623568.000000 Penalty: 89408.812500
Iteration 114Q: 27 clusters Score -9.362357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23984 members 
Mstep: Class 5 contains 33472 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35120 members 
Mstep: Class 12 contains 20952 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19273 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 166190 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135602 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623488.000000 Penalty: 89408.812500
Iteration 115Q: 27 clusters Score -9.362349e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23965 members 
Mstep: Class 5 contains 33471 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35120 members 
Mstep: Class 12 contains 20951 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19275 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89151 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 166202 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135599 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 89408.812500
Iteration 116Q: 27 clusters Score -9.36235e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23948 members 
Mstep: Class 5 contains 33471 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35120 members 
Mstep: Class 12 contains 20953 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19277 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89150 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 166208 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135596 members 
Mstep: Class 24 contains 24692 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623448.000000 Penalty: 89408.812500
Iteration 117Q: 27 clusters Score -9.362345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23931 members 
Mstep: Class 5 contains 33468 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35119 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19278 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 166216 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441449 members 
Mstep: Class 23 contains 135595 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 89408.812500
Iteration 118Q: 27 clusters Score -9.362342e+07 nChanged 48
Entering ConstructFrom: 
Score: -93623416.000000 Penalty: 89408.812500
Entering ConstructFrom: 
Trying to split cluster 1 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -104698.242188 Penalty: 1768.065796
	Iteration 0F: 2 clusters Score -104698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -102572.601562 Penalty: 3536.131592
	Iteration 0F: 3 clusters Score -102572.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -102922.625000 Penalty: 3536.131592
	Iteration 1F: 3 clusters Score -102922.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -103021.515625 Penalty: 3536.131592
	Iteration 2F: 3 clusters Score -103021.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -103099.445312 Penalty: 3536.131592
	Iteration 3Q: 3 clusters Score -103099.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -103196.421875 Penalty: 3536.131592
	Iteration 4Q: 3 clusters Score -103196.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -103312.070312 Penalty: 3536.131592
	Iteration 5Q: 3 clusters Score -103312.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -103480.109375 Penalty: 3536.131592
	Iteration 6Q: 3 clusters Score -103480.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -103649.320312 Penalty: 3536.131592
	Iteration 7Q: 3 clusters Score -103649.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -103786.500000 Penalty: 3536.131592
	Iteration 8Q: 3 clusters Score -103786.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -103917.375000 Penalty: 3536.131592
	Iteration 9Q: 3 clusters Score -103917.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -104081.703125 Penalty: 3536.131592
	Iteration 10Q: 3 clusters Score -104081.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104253.414062 Penalty: 3536.131592
	Iteration 11Q: 3 clusters Score -104253.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -104404.656250 Penalty: 3536.131592
	Iteration 12Q: 3 clusters Score -104404.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104529.546875 Penalty: 3536.131592
	Iteration 13Q: 3 clusters Score -104529.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104576.359375 Penalty: 3536.131592
	Iteration 14Q: 3 clusters Score -104576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104590.171875 Penalty: 3536.131592
	Iteration 15Q: 3 clusters Score -104590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104607.492188 Penalty: 3536.131592
	Iteration 16Q: 3 clusters Score -104607.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104638.093750 Penalty: 3536.131592
	Iteration 17Q: 3 clusters Score -104638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104678.031250 Penalty: 3536.131592
	Iteration 18Q: 3 clusters Score -104678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104763.085938 Penalty: 3536.131592
	Iteration 19Q: 3 clusters Score -104763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104779.289062 Penalty: 3536.131592
	Iteration 20F: 3 clusters Score -104779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23903 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89153 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166225 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135598 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 544 members 
Entering Unmasked Estep 
Score: -93621864.000000 Penalty: 92847.609375
Splitting cluster 1 changes total score from -93623416.000000 to -93621864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -966802.312500 Penalty: 2296.854248
	Iteration 0F: 2 clusters Score -966802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -958784.187500 Penalty: 4593.708496
	Iteration 0F: 3 clusters Score -958784.2 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -961303.062500 Penalty: 4593.708496
	Iteration 1F: 3 clusters Score -961303.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -961642.250000 Penalty: 4593.708496
	Iteration 2F: 3 clusters Score -961642.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -961893.687500 Penalty: 4593.708496
	Iteration 3F: 3 clusters Score -961893.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -962121.812500 Penalty: 4593.708496
	Iteration 4Q: 3 clusters Score -962121.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -962341.812500 Penalty: 4593.708496
	Iteration 5Q: 3 clusters Score -962341.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -962550.750000 Penalty: 4593.708496
	Iteration 6Q: 3 clusters Score -962550.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -962768.250000 Penalty: 4593.708496
	Iteration 7Q: 3 clusters Score -962768.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -963010.875000 Penalty: 4593.708496
	Iteration 8Q: 3 clusters Score -963010.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -963272.062500 Penalty: 4593.708496
	Iteration 9Q: 3 clusters Score -963272.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -963531.500000 Penalty: 4593.708496
	Iteration 10Q: 3 clusters Score -963531.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -963762.250000 Penalty: 4593.708496
	Iteration 11Q: 3 clusters Score -963762.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -963958.625000 Penalty: 4593.708496
	Iteration 12Q: 3 clusters Score -963958.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -964099.062500 Penalty: 4593.708496
	Iteration 13Q: 3 clusters Score -964099.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -964190.500000 Penalty: 4593.708496
	Iteration 14Q: 3 clusters Score -964190.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -964257.937500 Penalty: 4593.708496
	Iteration 15Q: 3 clusters Score -964257.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -964313.750000 Penalty: 4593.708496
	Iteration 16Q: 3 clusters Score -964313.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -964347.250000 Penalty: 4593.708496
	Iteration 17Q: 3 clusters Score -964347.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -964372.625000 Penalty: 4593.708496
	Iteration 18Q: 3 clusters Score -964372.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -964392.562500 Penalty: 4593.708496
	Iteration 19Q: 3 clusters Score -964392.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -964417.812500 Penalty: 4593.708496
	Iteration 20F: 3 clusters Score -964417.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -964433.687500 Penalty: 4593.708496
	Iteration 21Q: 3 clusters Score -964433.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -964447.750000 Penalty: 4593.708496
	Iteration 22Q: 3 clusters Score -964447.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -964457.062500 Penalty: 4593.708496
	Iteration 23Q: 3 clusters Score -964457.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -964462.125000 Penalty: 4593.708496
	Iteration 24Q: 3 clusters Score -964462.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -964466.125000 Penalty: 4593.708496
	Iteration 25Q: 3 clusters Score -964466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -964475.375000 Penalty: 4593.708496
	Iteration 26Q: 3 clusters Score -964475.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -964479.187500 Penalty: 4593.708496
	Iteration 27Q: 3 clusters Score -964479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -964483.312500 Penalty: 4593.708496
	Iteration 28Q: 3 clusters Score -964483.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -964488.750000 Penalty: 4593.708496
	Iteration 29Q: 3 clusters Score -964488.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -964493.375000 Penalty: 4593.708496
	Iteration 30Q: 3 clusters Score -964493.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -964499.000000 Penalty: 4593.708496
	Iteration 31Q: 3 clusters Score -964499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -964499.687500 Penalty: 4593.708496
	Iteration 32Q: 3 clusters Score -964499.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -964505.250000 Penalty: 4593.708496
	Iteration 33Q: 3 clusters Score -964505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -964508.437500 Penalty: 4593.708496
	Iteration 34Q: 3 clusters Score -964508.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -964513.500000 Penalty: 4593.708496
	Iteration 35Q: 3 clusters Score -964513.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -964519.187500 Penalty: 4593.708496
	Iteration 36Q: 3 clusters Score -964519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -964525.062500 Penalty: 4593.708496
	Iteration 37Q: 3 clusters Score -964525.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -964531.625000 Penalty: 4593.708496
	Iteration 38Q: 3 clusters Score -964531.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -964534.750000 Penalty: 4593.708496
	Iteration 39Q: 3 clusters Score -964534.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -964543.437500 Penalty: 4593.708496
	Iteration 40F: 3 clusters Score -964543.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -964547.375000 Penalty: 4593.708496
	Iteration 41Q: 3 clusters Score -964547.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -964553.375000 Penalty: 4593.708496
	Iteration 42Q: 3 clusters Score -964553.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -964557.437500 Penalty: 4593.708496
	Iteration 43Q: 3 clusters Score -964557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -964563.500000 Penalty: 4593.708496
	Iteration 44Q: 3 clusters Score -964563.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -964562.375000 Penalty: 4593.708496
	Iteration 45Q: 3 clusters Score -964562.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -964566.312500 Penalty: 4593.708496
	Iteration 46Q: 3 clusters Score -964566.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -964570.312500 Penalty: 4593.708496
	Iteration 47Q: 3 clusters Score -964570.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -964571.000000 Penalty: 4593.708496
	Iteration 48Q: 3 clusters Score -964571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -964574.312500 Penalty: 4593.708496
	Iteration 49Q: 3 clusters Score -964574.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -964579.750000 Penalty: 4593.708496
	Iteration 50Q: 3 clusters Score -964579.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -964584.000000 Penalty: 4593.708496
	Iteration 51Q: 3 clusters Score -964584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -964585.812500 Penalty: 4593.708496
	Iteration 52Q: 3 clusters Score -964585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -964587.812500 Penalty: 4593.708496
	Iteration 53Q: 3 clusters Score -964587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -964591.437500 Penalty: 4593.708496
	Iteration 54Q: 3 clusters Score -964591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -964598.062500 Penalty: 4593.708496
	Iteration 55Q: 3 clusters Score -964598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -964601.625000 Penalty: 4593.708496
	Iteration 56Q: 3 clusters Score -964601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -964602.437500 Penalty: 4593.708496
	Iteration 57Q: 3 clusters Score -964602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -964603.312500 Penalty: 4593.708496
	Iteration 58Q: 3 clusters Score -964603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -964603.687500 Penalty: 4593.708496
	Iteration 59Q: 3 clusters Score -964603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -964604.312500 Penalty: 4593.708496
	Iteration 60F: 3 clusters Score -964604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -964605.437500 Penalty: 4593.708496
	Iteration 61Q: 3 clusters Score -964605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -964605.750000 Penalty: 4593.708496
	Iteration 62Q: 3 clusters Score -964605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -964605.750000 Penalty: 4593.708496
	Iteration 63F: 3 clusters Score -964605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -24361.421875 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -24361.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23065.144531 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -23065.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23224.000000 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -23224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23250.978516 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -23250.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23264.552734 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -23264.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23269.990234 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -23269.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23273.912109 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -23273.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23273.912109 Penalty: 2861.087158
	Iteration 6F: 3 clusters Score -23273.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Entering Unmasked Estep 
Score: -2189772.250000 Penalty: 2500.276367
	Iteration 0F: 2 clusters Score -2189772 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 12034 members 
Entering Unmasked Estep 
Score: -2173157.250000 Penalty: 5000.552734
	Iteration 0F: 3 clusters Score -2173157 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2179020.000000 Penalty: 5000.552734
	Iteration 1F: 3 clusters Score -2179020 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2179551.250000 Penalty: 5000.552734
	Iteration 2F: 3 clusters Score -2179551 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2180064.750000 Penalty: 5000.552734
	Iteration 3Q: 3 clusters Score -2180065 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2180569.500000 Penalty: 5000.552734
	Iteration 4Q: 3 clusters Score -2180570 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2181046.750000 Penalty: 5000.552734
	Iteration 5Q: 3 clusters Score -2181047 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2181636.500000 Penalty: 5000.552734
	Iteration 6Q: 3 clusters Score -2181636 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2182437.000000 Penalty: 5000.552734
	Iteration 7Q: 3 clusters Score -2182437 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2183391.500000 Penalty: 5000.552734
	Iteration 8F: 3 clusters Score -2183392 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2184253.750000 Penalty: 5000.552734
	Iteration 9F: 3 clusters Score -2184254 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2184903.750000 Penalty: 5000.552734
	Iteration 10Q: 3 clusters Score -2184904 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2185448.000000 Penalty: 5000.552734
	Iteration 11Q: 3 clusters Score -2185448 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2185825.750000 Penalty: 5000.552734
	Iteration 12Q: 3 clusters Score -2185826 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2186085.500000 Penalty: 5000.552734
	Iteration 13Q: 3 clusters Score -2186086 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2186229.500000 Penalty: 5000.552734
	Iteration 14Q: 3 clusters Score -2186230 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2186319.000000 Penalty: 5000.552734
	Iteration 15Q: 3 clusters Score -2186319 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2186384.750000 Penalty: 5000.552734
	Iteration 16Q: 3 clusters Score -2186385 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2186440.500000 Penalty: 5000.552734
	Iteration 17Q: 3 clusters Score -2186440 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2186477.750000 Penalty: 5000.552734
	Iteration 18Q: 3 clusters Score -2186478 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2186516.750000 Penalty: 5000.552734
	Iteration 19Q: 3 clusters Score -2186517 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2186560.750000 Penalty: 5000.552734
	Iteration 20F: 3 clusters Score -2186561 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2186603.000000 Penalty: 5000.552734
	Iteration 21Q: 3 clusters Score -2186603 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2186646.750000 Penalty: 5000.552734
	Iteration 22Q: 3 clusters Score -2186647 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2186687.500000 Penalty: 5000.552734
	Iteration 23Q: 3 clusters Score -2186688 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2186729.250000 Penalty: 5000.552734
	Iteration 24Q: 3 clusters Score -2186729 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2186770.750000 Penalty: 5000.552734
	Iteration 25Q: 3 clusters Score -2186771 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2186809.250000 Penalty: 5000.552734
	Iteration 26Q: 3 clusters Score -2186809 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2186872.750000 Penalty: 5000.552734
	Iteration 27Q: 3 clusters Score -2186873 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2186932.750000 Penalty: 5000.552734
	Iteration 28Q: 3 clusters Score -2186933 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2186997.250000 Penalty: 5000.552734
	Iteration 29Q: 3 clusters Score -2186997 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2187077.250000 Penalty: 5000.552734
	Iteration 30Q: 3 clusters Score -2187077 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2187171.750000 Penalty: 5000.552734
	Iteration 31Q: 3 clusters Score -2187172 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2187283.250000 Penalty: 5000.552734
	Iteration 32Q: 3 clusters Score -2187283 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2187424.000000 Penalty: 5000.552734
	Iteration 33Q: 3 clusters Score -2187424 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2187537.500000 Penalty: 5000.552734
	Iteration 34Q: 3 clusters Score -2187538 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2187698.000000 Penalty: 5000.552734
	Iteration 35Q: 3 clusters Score -2187698 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2187855.500000 Penalty: 5000.552734
	Iteration 36Q: 3 clusters Score -2187856 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2188010.750000 Penalty: 5000.552734
	Iteration 37Q: 3 clusters Score -2188011 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2188140.500000 Penalty: 5000.552734
	Iteration 38Q: 3 clusters Score -2188140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2188233.000000 Penalty: 5000.552734
	Iteration 39Q: 3 clusters Score -2188233 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2188286.000000 Penalty: 5000.552734
	Iteration 40F: 3 clusters Score -2188286 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2188333.500000 Penalty: 5000.552734
	Iteration 41Q: 3 clusters Score -2188334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2188359.750000 Penalty: 5000.552734
	Iteration 42Q: 3 clusters Score -2188360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2188379.250000 Penalty: 5000.552734
	Iteration 43Q: 3 clusters Score -2188379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2188386.250000 Penalty: 5000.552734
	Iteration 44Q: 3 clusters Score -2188386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2188397.000000 Penalty: 5000.552734
	Iteration 45Q: 3 clusters Score -2188397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2188401.250000 Penalty: 5000.552734
	Iteration 46Q: 3 clusters Score -2188401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2188405.000000 Penalty: 5000.552734
	Iteration 47Q: 3 clusters Score -2188405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2188407.000000 Penalty: 5000.552734
	Iteration 48Q: 3 clusters Score -2188407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2188411.250000 Penalty: 5000.552734
	Iteration 49Q: 3 clusters Score -2188411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2188415.500000 Penalty: 5000.552734
	Iteration 50Q: 3 clusters Score -2188416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2188415.500000 Penalty: 5000.552734
	Iteration 51Q: 3 clusters Score -2188416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2188416.750000 Penalty: 5000.552734
	Iteration 52Q: 3 clusters Score -2188417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2188415.750000 Penalty: 5000.552734
	Iteration 53Q: 3 clusters Score -2188416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2188417.000000 Penalty: 5000.552734
	Iteration 54Q: 3 clusters Score -2188417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2188415.250000 Penalty: 5000.552734
	Iteration 55Q: 3 clusters Score -2188415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2188415.750000 Penalty: 5000.552734
	Iteration 56Q: 3 clusters Score -2188416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2188415.750000 Penalty: 5000.552734
	Iteration 57F: 3 clusters Score -2188416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Entering Unmasked Estep 
Score: -3068188.000000 Penalty: 2583.712646
	Iteration 0F: 2 clusters Score -3068188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3045463.750000 Penalty: 5167.425293
	Iteration 0F: 3 clusters Score -3045464 nChanged 15083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3053837.500000 Penalty: 5167.425293
	Iteration 1F: 3 clusters Score -3053838 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3054375.250000 Penalty: 5167.425293
	Iteration 2Q: 3 clusters Score -3054375 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3054900.500000 Penalty: 5167.425293
	Iteration 3Q: 3 clusters Score -3054900 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3055559.750000 Penalty: 5167.425293
	Iteration 4Q: 3 clusters Score -3055560 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3056269.750000 Penalty: 5167.425293
	Iteration 5Q: 3 clusters Score -3056270 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3057058.000000 Penalty: 5167.425293
	Iteration 6Q: 3 clusters Score -3057058 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3057980.750000 Penalty: 5167.425293
	Iteration 7Q: 3 clusters Score -3057981 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3058956.750000 Penalty: 5167.425293
	Iteration 8Q: 3 clusters Score -3058957 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3059966.500000 Penalty: 5167.425293
	Iteration 9Q: 3 clusters Score -3059966 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3060870.000000 Penalty: 5167.425293
	Iteration 10Q: 3 clusters Score -3060870 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3061524.000000 Penalty: 5167.425293
	Iteration 11Q: 3 clusters Score -3061524 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3061887.250000 Penalty: 5167.425293
	Iteration 12Q: 3 clusters Score -3061887 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3062090.000000 Penalty: 5167.425293
	Iteration 13Q: 3 clusters Score -3062090 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3062198.250000 Penalty: 5167.425293
	Iteration 14Q: 3 clusters Score -3062198 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3062283.750000 Penalty: 5167.425293
	Iteration 15Q: 3 clusters Score -3062284 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3062327.750000 Penalty: 5167.425293
	Iteration 16Q: 3 clusters Score -3062328 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3062378.750000 Penalty: 5167.425293
	Iteration 17Q: 3 clusters Score -3062379 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3062398.750000 Penalty: 5167.425293
	Iteration 18Q: 3 clusters Score -3062399 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3062414.750000 Penalty: 5167.425293
	Iteration 19Q: 3 clusters Score -3062415 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3062436.000000 Penalty: 5167.425293
	Iteration 20F: 3 clusters Score -3062436 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3062476.500000 Penalty: 5167.425293
	Iteration 21Q: 3 clusters Score -3062476 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3062495.750000 Penalty: 5167.425293
	Iteration 22Q: 3 clusters Score -3062496 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3062531.750000 Penalty: 5167.425293
	Iteration 23Q: 3 clusters Score -3062532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3062558.250000 Penalty: 5167.425293
	Iteration 24Q: 3 clusters Score -3062558 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3062580.000000 Penalty: 5167.425293
	Iteration 25Q: 3 clusters Score -3062580 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3062618.250000 Penalty: 5167.425293
	Iteration 26Q: 3 clusters Score -3062618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3062652.750000 Penalty: 5167.425293
	Iteration 27Q: 3 clusters Score -3062653 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3062653.500000 Penalty: 5167.425293
	Iteration 28Q: 3 clusters Score -3062654 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3062688.750000 Penalty: 5167.425293
	Iteration 29Q: 3 clusters Score -3062689 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3062733.500000 Penalty: 5167.425293
	Iteration 30Q: 3 clusters Score -3062734 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3062761.250000 Penalty: 5167.425293
	Iteration 31Q: 3 clusters Score -3062761 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3062803.250000 Penalty: 5167.425293
	Iteration 32Q: 3 clusters Score -3062803 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3062835.250000 Penalty: 5167.425293
	Iteration 33Q: 3 clusters Score -3062835 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3062873.250000 Penalty: 5167.425293
	Iteration 34Q: 3 clusters Score -3062873 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3062905.250000 Penalty: 5167.425293
	Iteration 35Q: 3 clusters Score -3062905 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3062921.250000 Penalty: 5167.425293
	Iteration 36Q: 3 clusters Score -3062921 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3062959.500000 Penalty: 5167.425293
	Iteration 37Q: 3 clusters Score -3062960 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3062991.750000 Penalty: 5167.425293
	Iteration 38Q: 3 clusters Score -3062992 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3063038.500000 Penalty: 5167.425293
	Iteration 39Q: 3 clusters Score -3063038 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3063054.500000 Penalty: 5167.425293
	Iteration 40F: 3 clusters Score -3063054 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3063095.500000 Penalty: 5167.425293
	Iteration 41Q: 3 clusters Score -3063096 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3063124.250000 Penalty: 5167.425293
	Iteration 42Q: 3 clusters Score -3063124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3063184.750000 Penalty: 5167.425293
	Iteration 43Q: 3 clusters Score -3063185 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3063213.500000 Penalty: 5167.425293
	Iteration 44Q: 3 clusters Score -3063214 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3063254.500000 Penalty: 5167.425293
	Iteration 45Q: 3 clusters Score -3063254 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3063301.250000 Penalty: 5167.425293
	Iteration 46Q: 3 clusters Score -3063301 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3063353.500000 Penalty: 5167.425293
	Iteration 47Q: 3 clusters Score -3063354 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3063393.500000 Penalty: 5167.425293
	Iteration 48Q: 3 clusters Score -3063394 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3063434.250000 Penalty: 5167.425293
	Iteration 49Q: 3 clusters Score -3063434 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3063472.250000 Penalty: 5167.425293
	Iteration 50Q: 3 clusters Score -3063472 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3063514.000000 Penalty: 5167.425293
	Iteration 51Q: 3 clusters Score -3063514 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3063561.250000 Penalty: 5167.425293
	Iteration 52Q: 3 clusters Score -3063561 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3063629.250000 Penalty: 5167.425293
	Iteration 53Q: 3 clusters Score -3063629 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3063712.500000 Penalty: 5167.425293
	Iteration 54Q: 3 clusters Score -3063712 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3063761.250000 Penalty: 5167.425293
	Iteration 55Q: 3 clusters Score -3063761 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3063832.250000 Penalty: 5167.425293
	Iteration 56Q: 3 clusters Score -3063832 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3063901.500000 Penalty: 5167.425293
	Iteration 57Q: 3 clusters Score -3063902 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3063971.000000 Penalty: 5167.425293
	Iteration 58Q: 3 clusters Score -3063971 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3064053.500000 Penalty: 5167.425293
	Iteration 59Q: 3 clusters Score -3064054 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3064135.000000 Penalty: 5167.425293
	Iteration 60F: 3 clusters Score -3064135 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3064240.250000 Penalty: 5167.425293
	Iteration 61Q: 3 clusters Score -3064240 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3064353.000000 Penalty: 5167.425293
	Iteration 62Q: 3 clusters Score -3064353 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3064447.000000 Penalty: 5167.425293
	Iteration 63Q: 3 clusters Score -3064447 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3064562.750000 Penalty: 5167.425293
	Iteration 64Q: 3 clusters Score -3064563 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3064686.500000 Penalty: 5167.425293
	Iteration 65Q: 3 clusters Score -3064686 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3064805.500000 Penalty: 5167.425293
	Iteration 66Q: 3 clusters Score -3064806 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3064916.750000 Penalty: 5167.425293
	Iteration 67Q: 3 clusters Score -3064917 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3065022.750000 Penalty: 5167.425293
	Iteration 68Q: 3 clusters Score -3065023 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3065150.750000 Penalty: 5167.425293
	Iteration 69Q: 3 clusters Score -3065151 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3065270.500000 Penalty: 5167.425293
	Iteration 70Q: 3 clusters Score -3065270 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -3065348.750000 Penalty: 5167.425293
	Iteration 71Q: 3 clusters Score -3065349 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3065438.000000 Penalty: 5167.425293
	Iteration 72Q: 3 clusters Score -3065438 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -3065511.250000 Penalty: 5167.425293
	Iteration 73Q: 3 clusters Score -3065511 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3065586.000000 Penalty: 5167.425293
	Iteration 74Q: 3 clusters Score -3065586 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -3065676.750000 Penalty: 5167.425293
	Iteration 75Q: 3 clusters Score -3065677 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3065741.500000 Penalty: 5167.425293
	Iteration 76Q: 3 clusters Score -3065742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3065786.250000 Penalty: 5167.425293
	Iteration 77Q: 3 clusters Score -3065786 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3065834.750000 Penalty: 5167.425293
	Iteration 78Q: 3 clusters Score -3065835 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3065866.500000 Penalty: 5167.425293
	Iteration 79Q: 3 clusters Score -3065866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3065887.000000 Penalty: 5167.425293
	Iteration 80F: 3 clusters Score -3065887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3065903.250000 Penalty: 5167.425293
	Iteration 81Q: 3 clusters Score -3065903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3065908.000000 Penalty: 5167.425293
	Iteration 82Q: 3 clusters Score -3065908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3065917.500000 Penalty: 5167.425293
	Iteration 83Q: 3 clusters Score -3065918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -3065926.000000 Penalty: 5167.425293
	Iteration 84Q: 3 clusters Score -3065926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -3065940.500000 Penalty: 5167.425293
	Iteration 85Q: 3 clusters Score -3065940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3065951.250000 Penalty: 5167.425293
	Iteration 86Q: 3 clusters Score -3065951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -3065954.500000 Penalty: 5167.425293
	Iteration 87Q: 3 clusters Score -3065954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -3065959.750000 Penalty: 5167.425293
	Iteration 88Q: 3 clusters Score -3065960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -3065963.750000 Penalty: 5167.425293
	Iteration 89Q: 3 clusters Score -3065964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -3065974.000000 Penalty: 5167.425293
	Iteration 90Q: 3 clusters Score -3065974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -3065969.750000 Penalty: 5167.425293
	Iteration 91Q: 3 clusters Score -3065970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3065970.250000 Penalty: 5167.425293
	Iteration 92Q: 3 clusters Score -3065970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -3065968.500000 Penalty: 5167.425293
	Iteration 93Q: 3 clusters Score -3065968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3065980.500000 Penalty: 5167.425293
	Iteration 94Q: 3 clusters Score -3065980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -3065981.750000 Penalty: 5167.425293
	Iteration 95Q: 3 clusters Score -3065982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3065978.750000 Penalty: 5167.425293
	Iteration 96Q: 3 clusters Score -3065979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -3065985.250000 Penalty: 5167.425293
	Iteration 97Q: 3 clusters Score -3065985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3065983.750000 Penalty: 5167.425293
	Iteration 98Q: 3 clusters Score -3065984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -3065990.000000 Penalty: 5167.425293
	Iteration 99Q: 3 clusters Score -3065990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -3065989.500000 Penalty: 5167.425293
	Iteration 100F: 3 clusters Score -3065990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3065994.750000 Penalty: 5167.425293
	Iteration 101Q: 3 clusters Score -3065995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -3065993.750000 Penalty: 5167.425293
	Iteration 102Q: 3 clusters Score -3065994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -3066002.500000 Penalty: 5167.425293
	Iteration 103Q: 3 clusters Score -3066002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -3066005.750000 Penalty: 5167.425293
	Iteration 104Q: 3 clusters Score -3066006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -3066008.000000 Penalty: 5167.425293
	Iteration 105Q: 3 clusters Score -3066008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3066006.000000 Penalty: 5167.425293
	Iteration 106Q: 3 clusters Score -3066006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -3066010.000000 Penalty: 5167.425293
	Iteration 107Q: 3 clusters Score -3066010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3066017.750000 Penalty: 5167.425293
	Iteration 108Q: 3 clusters Score -3066018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -3066025.000000 Penalty: 5167.425293
	Iteration 109Q: 3 clusters Score -3066025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -3066029.750000 Penalty: 5167.425293
	Iteration 110Q: 3 clusters Score -3066030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -3066036.000000 Penalty: 5167.425293
	Iteration 111Q: 3 clusters Score -3066036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -3066041.250000 Penalty: 5167.425293
	Iteration 112Q: 3 clusters Score -3066041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3066042.500000 Penalty: 5167.425293
	Iteration 113Q: 3 clusters Score -3066042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -3066041.250000 Penalty: 5167.425293
	Iteration 114Q: 3 clusters Score -3066041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -3066042.750000 Penalty: 5167.425293
	Iteration 115Q: 3 clusters Score -3066043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3066042.250000 Penalty: 5167.425293
	Iteration 116Q: 3 clusters Score -3066042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -3066044.500000 Penalty: 5167.425293
	Iteration 117Q: 3 clusters Score -3066044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -3066049.250000 Penalty: 5167.425293
	Iteration 118Q: 3 clusters Score -3066049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3066051.250000 Penalty: 5167.425293
	Iteration 119Q: 3 clusters Score -3066051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3066055.750000 Penalty: 5167.425293
	Iteration 120F: 3 clusters Score -3066056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -3066052.750000 Penalty: 5167.425293
	Iteration 121Q: 3 clusters Score -3066053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -3066058.750000 Penalty: 5167.425293
	Iteration 122Q: 3 clusters Score -3066059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -3066056.250000 Penalty: 5167.425293
	Iteration 123Q: 3 clusters Score -3066056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -3066057.250000 Penalty: 5167.425293
	Iteration 124Q: 3 clusters Score -3066057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -3066059.000000 Penalty: 5167.425293
	Iteration 125Q: 3 clusters Score -3066059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -3066062.000000 Penalty: 5167.425293
	Iteration 126Q: 3 clusters Score -3066062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -3066062.000000 Penalty: 5167.425293
	Iteration 127F: 3 clusters Score -3066062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -28906.886719 Penalty: 1493.814941
	Iteration 0F: 2 clusters Score -28906.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27554.722656 Penalty: 2987.629883
	Iteration 0F: 3 clusters Score -27554.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27747.498047 Penalty: 2987.629883
	Iteration 1F: 3 clusters Score -27747.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27819.929688 Penalty: 2987.629883
	Iteration 2Q: 3 clusters Score -27819.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27851.998047 Penalty: 2987.629883
	Iteration 3Q: 3 clusters Score -27852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27871.216797 Penalty: 2987.629883
	Iteration 4Q: 3 clusters Score -27871.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27879.166016 Penalty: 2987.629883
	Iteration 5Q: 3 clusters Score -27879.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27884.550781 Penalty: 2987.629883
	Iteration 6Q: 3 clusters Score -27884.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27886.029297 Penalty: 2987.629883
	Iteration 7Q: 3 clusters Score -27886.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27886.029297 Penalty: 2987.629883
	Iteration 8F: 3 clusters Score -27886.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -393599.812500 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -393599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -389402.156250 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -389402.2 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -390355.812500 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -390355.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -390549.875000 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -390549.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -390670.093750 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -390670.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -390738.468750 Penalty: 4169.948730
	Iteration 4Q: 3 clusters Score -390738.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -390785.281250 Penalty: 4169.948730
	Iteration 5Q: 3 clusters Score -390785.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -390814.718750 Penalty: 4169.948730
	Iteration 6Q: 3 clusters Score -390814.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -390846.781250 Penalty: 4169.948730
	Iteration 7Q: 3 clusters Score -390846.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -390875.093750 Penalty: 4169.948730
	Iteration 8Q: 3 clusters Score -390875.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -390899.156250 Penalty: 4169.948730
	Iteration 9Q: 3 clusters Score -390899.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -390917.437500 Penalty: 4169.948730
	Iteration 10Q: 3 clusters Score -390917.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -390939.187500 Penalty: 4169.948730
	Iteration 11Q: 3 clusters Score -390939.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -390955.218750 Penalty: 4169.948730
	Iteration 12Q: 3 clusters Score -390955.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -390966.968750 Penalty: 4169.948730
	Iteration 13Q: 3 clusters Score -390967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -390981.281250 Penalty: 4169.948730
	Iteration 14Q: 3 clusters Score -390981.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -390995.625000 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -390995.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -391007.593750 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -391007.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -391020.531250 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -391020.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -391030.750000 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -391030.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -391045.343750 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -391045.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -391061.468750 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -391061.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -391076.500000 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -391076.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -391095.218750 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -391095.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -391116.593750 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -391116.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -391140.468750 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -391140.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -391158.250000 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -391158.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -391172.281250 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -391172.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -391185.343750 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -391185.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -391196.781250 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -391196.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -391206.593750 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -391206.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -391213.875000 Penalty: 4169.948730
	Iteration 30Q: 3 clusters Score -391213.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -391221.531250 Penalty: 4169.948730
	Iteration 31Q: 3 clusters Score -391221.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -391224.875000 Penalty: 4169.948730
	Iteration 32Q: 3 clusters Score -391224.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -391230.437500 Penalty: 4169.948730
	Iteration 33Q: 3 clusters Score -391230.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -391236.687500 Penalty: 4169.948730
	Iteration 34Q: 3 clusters Score -391236.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -391245.531250 Penalty: 4169.948730
	Iteration 35Q: 3 clusters Score -391245.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -391253.781250 Penalty: 4169.948730
	Iteration 36Q: 3 clusters Score -391253.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -391261.968750 Penalty: 4169.948730
	Iteration 37Q: 3 clusters Score -391262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -391274.312500 Penalty: 4169.948730
	Iteration 38Q: 3 clusters Score -391274.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -391292.718750 Penalty: 4169.948730
	Iteration 39Q: 3 clusters Score -391292.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -391306.750000 Penalty: 4169.948730
	Iteration 40F: 3 clusters Score -391306.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -391323.093750 Penalty: 4169.948730
	Iteration 41Q: 3 clusters Score -391323.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -391339.656250 Penalty: 4169.948730
	Iteration 42Q: 3 clusters Score -391339.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -391356.250000 Penalty: 4169.948730
	Iteration 43Q: 3 clusters Score -391356.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -391367.000000 Penalty: 4169.948730
	Iteration 44Q: 3 clusters Score -391367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -391377.593750 Penalty: 4169.948730
	Iteration 45Q: 3 clusters Score -391377.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -391396.937500 Penalty: 4169.948730
	Iteration 46Q: 3 clusters Score -391396.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -391408.156250 Penalty: 4169.948730
	Iteration 47Q: 3 clusters Score -391408.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -391416.937500 Penalty: 4169.948730
	Iteration 48Q: 3 clusters Score -391416.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -391422.750000 Penalty: 4169.948730
	Iteration 49Q: 3 clusters Score -391422.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -391430.593750 Penalty: 4169.948730
	Iteration 50Q: 3 clusters Score -391430.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -391441.468750 Penalty: 4169.948730
	Iteration 51Q: 3 clusters Score -391441.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -391453.937500 Penalty: 4169.948730
	Iteration 52Q: 3 clusters Score -391453.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -391471.593750 Penalty: 4169.948730
	Iteration 53Q: 3 clusters Score -391471.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -391485.781250 Penalty: 4169.948730
	Iteration 54Q: 3 clusters Score -391485.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -391497.593750 Penalty: 4169.948730
	Iteration 55Q: 3 clusters Score -391497.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -391515.906250 Penalty: 4169.948730
	Iteration 56Q: 3 clusters Score -391515.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -391532.937500 Penalty: 4169.948730
	Iteration 57Q: 3 clusters Score -391532.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -391549.406250 Penalty: 4169.948730
	Iteration 58Q: 3 clusters Score -391549.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -391560.375000 Penalty: 4169.948730
	Iteration 59Q: 3 clusters Score -391560.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -391571.125000 Penalty: 4169.948730
	Iteration 60F: 3 clusters Score -391571.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -391584.531250 Penalty: 4169.948730
	Iteration 61Q: 3 clusters Score -391584.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -391597.093750 Penalty: 4169.948730
	Iteration 62Q: 3 clusters Score -391597.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -391605.593750 Penalty: 4169.948730
	Iteration 63Q: 3 clusters Score -391605.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -391613.718750 Penalty: 4169.948730
	Iteration 64Q: 3 clusters Score -391613.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -391618.062500 Penalty: 4169.948730
	Iteration 65Q: 3 clusters Score -391618.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -391627.562500 Penalty: 4169.948730
	Iteration 66Q: 3 clusters Score -391627.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -391637.156250 Penalty: 4169.948730
	Iteration 67Q: 3 clusters Score -391637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -391644.500000 Penalty: 4169.948730
	Iteration 68Q: 3 clusters Score -391644.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -391649.187500 Penalty: 4169.948730
	Iteration 69Q: 3 clusters Score -391649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -391655.687500 Penalty: 4169.948730
	Iteration 70Q: 3 clusters Score -391655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -391664.187500 Penalty: 4169.948730
	Iteration 71Q: 3 clusters Score -391664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -391668.500000 Penalty: 4169.948730
	Iteration 72Q: 3 clusters Score -391668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -391671.000000 Penalty: 4169.948730
	Iteration 73Q: 3 clusters Score -391671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -391678.062500 Penalty: 4169.948730
	Iteration 74Q: 3 clusters Score -391678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -391683.937500 Penalty: 4169.948730
	Iteration 75Q: 3 clusters Score -391683.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -391693.718750 Penalty: 4169.948730
	Iteration 76Q: 3 clusters Score -391693.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -391704.218750 Penalty: 4169.948730
	Iteration 77Q: 3 clusters Score -391704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -391715.593750 Penalty: 4169.948730
	Iteration 78Q: 3 clusters Score -391715.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -391730.906250 Penalty: 4169.948730
	Iteration 79Q: 3 clusters Score -391730.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -391745.000000 Penalty: 4169.948730
	Iteration 80F: 3 clusters Score -391745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -391751.500000 Penalty: 4169.948730
	Iteration 81Q: 3 clusters Score -391751.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -391756.781250 Penalty: 4169.948730
	Iteration 82Q: 3 clusters Score -391756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -391760.281250 Penalty: 4169.948730
	Iteration 83Q: 3 clusters Score -391760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -391763.687500 Penalty: 4169.948730
	Iteration 84Q: 3 clusters Score -391763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -391769.562500 Penalty: 4169.948730
	Iteration 85Q: 3 clusters Score -391769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -391777.031250 Penalty: 4169.948730
	Iteration 86Q: 3 clusters Score -391777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -391782.781250 Penalty: 4169.948730
	Iteration 87Q: 3 clusters Score -391782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -391789.156250 Penalty: 4169.948730
	Iteration 88Q: 3 clusters Score -391789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -391793.281250 Penalty: 4169.948730
	Iteration 89Q: 3 clusters Score -391793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -391793.718750 Penalty: 4169.948730
	Iteration 90Q: 3 clusters Score -391793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -391795.156250 Penalty: 4169.948730
	Iteration 91Q: 3 clusters Score -391795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -391796.281250 Penalty: 4169.948730
	Iteration 92Q: 3 clusters Score -391796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -391798.000000 Penalty: 4169.948730
	Iteration 93Q: 3 clusters Score -391798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -391801.906250 Penalty: 4169.948730
	Iteration 94Q: 3 clusters Score -391801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -391802.968750 Penalty: 4169.948730
	Iteration 95Q: 3 clusters Score -391803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -391803.843750 Penalty: 4169.948730
	Iteration 96Q: 3 clusters Score -391803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -391804.687500 Penalty: 4169.948730
	Iteration 97Q: 3 clusters Score -391804.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -391804.687500 Penalty: 4169.948730
	Iteration 98F: 3 clusters Score -391804.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -56645.550781 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -56645.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55021.011719 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -55021.01 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55548.855469 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -55548.86 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55906.425781 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -55906.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -56272.714844 Penalty: 3295.965088
	Iteration 3F: 3 clusters Score -56272.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -56637.921875 Penalty: 3295.965088
	Iteration 4F: 3 clusters Score -56637.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -56855.835938 Penalty: 3295.965088
	Iteration 5F: 3 clusters Score -56855.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -57050.421875 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -57050.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -57151.722656 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -57151.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -57180.906250 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -57180.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -57180.906250 Penalty: 3295.965088
	Iteration 9F: 3 clusters Score -57180.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23903 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89153 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166225 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135598 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 486 members 
Entering Unmasked Estep 
Score: -93622160.000000 Penalty: 92847.609375
Splitting cluster 8 changes total score from -93623416.000000 to -93622160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -125545.835938 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -125545.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -123234.171875 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -123234.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123613.617188 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -123613.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123772.187500 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -123772.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123910.085938 Penalty: 3633.600586
	Iteration 3Q: 3 clusters Score -123910.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -124099.242188 Penalty: 3633.600586
	Iteration 4Q: 3 clusters Score -124099.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -124423.312500 Penalty: 3633.600586
	Iteration 5F: 3 clusters Score -124423.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -124631.671875 Penalty: 3633.600586
	Iteration 6F: 3 clusters Score -124631.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -124828.367188 Penalty: 3633.600586
	Iteration 7F: 3 clusters Score -124828.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125041.281250 Penalty: 3633.600586
	Iteration 8F: 3 clusters Score -125041.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125166.750000 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -125166.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -125262.007812 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -125262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -125385.773438 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -125385.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -125610.914062 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -125610.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -125675.648438 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -125675.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -125712.031250 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -125712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -125727.578125 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -125727.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -125742.210938 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -125742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125754.054688 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -125754.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -125764.578125 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -125764.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -125772.421875 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -125772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125775.328125 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -125775.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23903 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89153 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166225 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135598 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 432 members 
Entering Unmasked Estep 
Score: -93621856.000000 Penalty: 92847.609375
Splitting cluster 9 changes total score from -93623416.000000 to -93621856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -198741.546875 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -198741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -195989.937500 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -195989.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -196500.234375 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -196500.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -196646.187500 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -196646.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -196717.375000 Penalty: 3826.922363
	Iteration 3Q: 3 clusters Score -196717.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -196756.281250 Penalty: 3826.922363
	Iteration 4Q: 3 clusters Score -196756.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -196782.437500 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -196782.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -196797.125000 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -196797.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -196809.250000 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -196809.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -196821.125000 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -196821.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -196830.703125 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -196830.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -196842.171875 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -196842.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -196849.921875 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -196849.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -196858.250000 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -196858.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -196864.015625 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -196864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -196868.156250 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -196868.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -196873.515625 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -196873.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -196881.359375 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -196881.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -196891.671875 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -196891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196905.875000 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -196905.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -196915.046875 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -196915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -196925.062500 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -196925.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -196940.562500 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -196940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -196945.093750 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -196945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196946.906250 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -196946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -196948.031250 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -196948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196948.515625 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -196948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196949.875000 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -196949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -196950.296875 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -196950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -196952.703125 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -196952.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196954.750000 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -196954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -196956.468750 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -196956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196956.562500 Penalty: 3826.922363
	Iteration 31Q: 3 clusters Score -196956.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196956.562500 Penalty: 3826.922363
	Iteration 32F: 3 clusters Score -196956.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Entering Unmasked Estep 
Score: -3331079.250000 Penalty: 2595.677246
	Iteration 0F: 2 clusters Score -3331079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3307101.500000 Penalty: 5191.354492
	Iteration 0F: 3 clusters Score -3307102 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3315724.000000 Penalty: 5191.354492
	Iteration 1F: 3 clusters Score -3315724 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3316323.500000 Penalty: 5191.354492
	Iteration 2Q: 3 clusters Score -3316324 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3316980.500000 Penalty: 5191.354492
	Iteration 3Q: 3 clusters Score -3316980 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3317924.250000 Penalty: 5191.354492
	Iteration 4F: 3 clusters Score -3317924 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3319451.000000 Penalty: 5191.354492
	Iteration 5F: 3 clusters Score -3319451 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3321652.000000 Penalty: 5191.354492
	Iteration 6F: 3 clusters Score -3321652 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3324337.500000 Penalty: 5191.354492
	Iteration 7F: 3 clusters Score -3324338 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -3326693.250000 Penalty: 5191.354492
	Iteration 8F: 3 clusters Score -3326693 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -3327985.750000 Penalty: 5191.354492
	Iteration 9Q: 3 clusters Score -3327986 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -3328517.750000 Penalty: 5191.354492
	Iteration 10Q: 3 clusters Score -3328518 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -3328671.500000 Penalty: 5191.354492
	Iteration 11Q: 3 clusters Score -3328672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -3328729.000000 Penalty: 5191.354492
	Iteration 12Q: 3 clusters Score -3328729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -3328771.000000 Penalty: 5191.354492
	Iteration 13Q: 3 clusters Score -3328771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -3328820.500000 Penalty: 5191.354492
	Iteration 14Q: 3 clusters Score -3328820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -3328856.750000 Penalty: 5191.354492
	Iteration 15Q: 3 clusters Score -3328857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -3328855.000000 Penalty: 5191.354492
	Iteration 16Q: 3 clusters Score -3328855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -3328869.000000 Penalty: 5191.354492
	Iteration 17Q: 3 clusters Score -3328869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -3328883.500000 Penalty: 5191.354492
	Iteration 18Q: 3 clusters Score -3328884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -3328884.500000 Penalty: 5191.354492
	Iteration 19Q: 3 clusters Score -3328884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -3328886.000000 Penalty: 5191.354492
	Iteration 20F: 3 clusters Score -3328886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Entering Unmasked Estep 
Score: -1751376.125000 Penalty: 2467.621094
	Iteration 0F: 2 clusters Score -1751376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1736652.500000 Penalty: 4935.242188
	Iteration 0F: 3 clusters Score -1736652 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1741685.625000 Penalty: 4935.242188
	Iteration 1F: 3 clusters Score -1741686 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1742193.500000 Penalty: 4935.242188
	Iteration 2F: 3 clusters Score -1742194 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1742683.625000 Penalty: 4935.242188
	Iteration 3F: 3 clusters Score -1742684 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1743289.500000 Penalty: 4935.242188
	Iteration 4F: 3 clusters Score -1743290 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1744095.500000 Penalty: 4935.242188
	Iteration 5F: 3 clusters Score -1744096 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1745108.750000 Penalty: 4935.242188
	Iteration 6F: 3 clusters Score -1745109 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1746165.125000 Penalty: 4935.242188
	Iteration 7F: 3 clusters Score -1746165 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1747109.625000 Penalty: 4935.242188
	Iteration 8F: 3 clusters Score -1747110 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1747927.750000 Penalty: 4935.242188
	Iteration 9Q: 3 clusters Score -1747928 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1748512.750000 Penalty: 4935.242188
	Iteration 10Q: 3 clusters Score -1748513 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1748911.125000 Penalty: 4935.242188
	Iteration 11Q: 3 clusters Score -1748911 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1749135.000000 Penalty: 4935.242188
	Iteration 12Q: 3 clusters Score -1749135 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1749318.125000 Penalty: 4935.242188
	Iteration 13Q: 3 clusters Score -1749318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1749412.250000 Penalty: 4935.242188
	Iteration 14Q: 3 clusters Score -1749412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1749496.875000 Penalty: 4935.242188
	Iteration 15Q: 3 clusters Score -1749497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1749557.250000 Penalty: 4935.242188
	Iteration 16Q: 3 clusters Score -1749557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1749584.875000 Penalty: 4935.242188
	Iteration 17Q: 3 clusters Score -1749585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1749601.750000 Penalty: 4935.242188
	Iteration 18Q: 3 clusters Score -1749602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1749609.250000 Penalty: 4935.242188
	Iteration 19Q: 3 clusters Score -1749609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1749620.750000 Penalty: 4935.242188
	Iteration 20F: 3 clusters Score -1749621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1749626.250000 Penalty: 4935.242188
	Iteration 21Q: 3 clusters Score -1749626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1749630.625000 Penalty: 4935.242188
	Iteration 22Q: 3 clusters Score -1749631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1749633.500000 Penalty: 4935.242188
	Iteration 23Q: 3 clusters Score -1749634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1749635.750000 Penalty: 4935.242188
	Iteration 24Q: 3 clusters Score -1749636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1749638.375000 Penalty: 4935.242188
	Iteration 25Q: 3 clusters Score -1749638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1749640.750000 Penalty: 4935.242188
	Iteration 26Q: 3 clusters Score -1749641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1749641.375000 Penalty: 4935.242188
	Iteration 27Q: 3 clusters Score -1749641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1749644.625000 Penalty: 4935.242188
	Iteration 28Q: 3 clusters Score -1749645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1749642.625000 Penalty: 4935.242188
	Iteration 29Q: 3 clusters Score -1749643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1749641.750000 Penalty: 4935.242188
	Iteration 30Q: 3 clusters Score -1749642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1749641.750000 Penalty: 4935.242188
	Iteration 31F: 3 clusters Score -1749642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -98556.968750 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -98556.97 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 578 members 
Entering Unmasked Estep 
Score: -96475.054688 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -96475.05 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96884.296875 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -96884.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -97090.492188 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -97090.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97289.031250 Penalty: 3521.613525
	Iteration 3F: 3 clusters Score -97289.03 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -97541.742188 Penalty: 3521.613525
	Iteration 4F: 3 clusters Score -97541.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -97828.031250 Penalty: 3521.613525
	Iteration 5F: 3 clusters Score -97828.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98168.625000 Penalty: 3521.613525
	Iteration 6F: 3 clusters Score -98168.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -98341.093750 Penalty: 3521.613525
	Iteration 7Q: 3 clusters Score -98341.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -98428.117188 Penalty: 3521.613525
	Iteration 8Q: 3 clusters Score -98428.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -98487.875000 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -98487.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -98523.218750 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -98523.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98548.476562 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -98548.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98564.687500 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -98564.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98573.468750 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -98573.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98573.468750 Penalty: 3521.613525
	Iteration 14F: 3 clusters Score -98573.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23903 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89153 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166225 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135598 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 622 members 
Entering Unmasked Estep 
Score: -93621576.000000 Penalty: 92847.609375
Splitting cluster 13 changes total score from -93623416.000000 to -93621576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -399351.781250 Penalty: 2094.052979
	Iteration 0F: 2 clusters Score -399351.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -395072.250000 Penalty: 4188.105957
	Iteration 0F: 3 clusters Score -395072.2 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -396081.812500 Penalty: 4188.105957
	Iteration 1F: 3 clusters Score -396081.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -396355.625000 Penalty: 4188.105957
	Iteration 2F: 3 clusters Score -396355.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -396589.531250 Penalty: 4188.105957
	Iteration 3F: 3 clusters Score -396589.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -396784.843750 Penalty: 4188.105957
	Iteration 4F: 3 clusters Score -396784.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -396971.250000 Penalty: 4188.105957
	Iteration 5F: 3 clusters Score -396971.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -397116.875000 Penalty: 4188.105957
	Iteration 6Q: 3 clusters Score -397116.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -397239.593750 Penalty: 4188.105957
	Iteration 7Q: 3 clusters Score -397239.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -397338.656250 Penalty: 4188.105957
	Iteration 8Q: 3 clusters Score -397338.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -397414.406250 Penalty: 4188.105957
	Iteration 9Q: 3 clusters Score -397414.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -397472.812500 Penalty: 4188.105957
	Iteration 10Q: 3 clusters Score -397472.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -397521.906250 Penalty: 4188.105957
	Iteration 11Q: 3 clusters Score -397521.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -397561.468750 Penalty: 4188.105957
	Iteration 12Q: 3 clusters Score -397561.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -397587.062500 Penalty: 4188.105957
	Iteration 13Q: 3 clusters Score -397587.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -397612.937500 Penalty: 4188.105957
	Iteration 14Q: 3 clusters Score -397612.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -397632.843750 Penalty: 4188.105957
	Iteration 15Q: 3 clusters Score -397632.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -397647.593750 Penalty: 4188.105957
	Iteration 16Q: 3 clusters Score -397647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -397659.375000 Penalty: 4188.105957
	Iteration 17Q: 3 clusters Score -397659.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -397668.343750 Penalty: 4188.105957
	Iteration 18Q: 3 clusters Score -397668.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -397675.781250 Penalty: 4188.105957
	Iteration 19Q: 3 clusters Score -397675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -397677.875000 Penalty: 4188.105957
	Iteration 20F: 3 clusters Score -397677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -397680.593750 Penalty: 4188.105957
	Iteration 21Q: 3 clusters Score -397680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -397683.218750 Penalty: 4188.105957
	Iteration 22Q: 3 clusters Score -397683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -397686.031250 Penalty: 4188.105957
	Iteration 23Q: 3 clusters Score -397686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -397690.562500 Penalty: 4188.105957
	Iteration 24Q: 3 clusters Score -397690.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -397693.031250 Penalty: 4188.105957
	Iteration 25Q: 3 clusters Score -397693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -397693.875000 Penalty: 4188.105957
	Iteration 26Q: 3 clusters Score -397693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -397696.187500 Penalty: 4188.105957
	Iteration 27Q: 3 clusters Score -397696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -397698.406250 Penalty: 4188.105957
	Iteration 28Q: 3 clusters Score -397698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -397699.906250 Penalty: 4188.105957
	Iteration 29Q: 3 clusters Score -397699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -397701.218750 Penalty: 4188.105957
	Iteration 30Q: 3 clusters Score -397701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -397701.218750 Penalty: 4188.105957
	Iteration 31F: 3 clusters Score -397701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Entering Unmasked Estep 
Score: -1661387.250000 Penalty: 2446.985107
	Iteration 0F: 2 clusters Score -1661387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1647852.875000 Penalty: 4893.970215
	Iteration 0F: 3 clusters Score -1647853 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1652386.375000 Penalty: 4893.970215
	Iteration 1F: 3 clusters Score -1652386 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1652748.875000 Penalty: 4893.970215
	Iteration 2F: 3 clusters Score -1652749 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1653031.875000 Penalty: 4893.970215
	Iteration 3Q: 3 clusters Score -1653032 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1653289.625000 Penalty: 4893.970215
	Iteration 4Q: 3 clusters Score -1653290 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1653522.875000 Penalty: 4893.970215
	Iteration 5Q: 3 clusters Score -1653523 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1653748.125000 Penalty: 4893.970215
	Iteration 6Q: 3 clusters Score -1653748 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1653977.875000 Penalty: 4893.970215
	Iteration 7Q: 3 clusters Score -1653978 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1654250.000000 Penalty: 4893.970215
	Iteration 8Q: 3 clusters Score -1654250 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1654560.875000 Penalty: 4893.970215
	Iteration 9Q: 3 clusters Score -1654561 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1654954.375000 Penalty: 4893.970215
	Iteration 10Q: 3 clusters Score -1654954 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1655455.625000 Penalty: 4893.970215
	Iteration 11Q: 3 clusters Score -1655456 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1656031.750000 Penalty: 4893.970215
	Iteration 12Q: 3 clusters Score -1656032 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1656580.625000 Penalty: 4893.970215
	Iteration 13Q: 3 clusters Score -1656581 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1657052.375000 Penalty: 4893.970215
	Iteration 14Q: 3 clusters Score -1657052 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1657492.000000 Penalty: 4893.970215
	Iteration 15Q: 3 clusters Score -1657492 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1657881.000000 Penalty: 4893.970215
	Iteration 16Q: 3 clusters Score -1657881 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1658201.375000 Penalty: 4893.970215
	Iteration 17Q: 3 clusters Score -1658201 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1658527.500000 Penalty: 4893.970215
	Iteration 18Q: 3 clusters Score -1658528 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1658890.500000 Penalty: 4893.970215
	Iteration 19Q: 3 clusters Score -1658890 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1659261.000000 Penalty: 4893.970215
	Iteration 20F: 3 clusters Score -1659261 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1659641.125000 Penalty: 4893.970215
	Iteration 21Q: 3 clusters Score -1659641 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1659927.875000 Penalty: 4893.970215
	Iteration 22Q: 3 clusters Score -1659928 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1660130.625000 Penalty: 4893.970215
	Iteration 23Q: 3 clusters Score -1660131 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1660260.125000 Penalty: 4893.970215
	Iteration 24Q: 3 clusters Score -1660260 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1660365.875000 Penalty: 4893.970215
	Iteration 25Q: 3 clusters Score -1660366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1660423.875000 Penalty: 4893.970215
	Iteration 26Q: 3 clusters Score -1660424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1660461.500000 Penalty: 4893.970215
	Iteration 27Q: 3 clusters Score -1660462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1660486.875000 Penalty: 4893.970215
	Iteration 28Q: 3 clusters Score -1660487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1660514.750000 Penalty: 4893.970215
	Iteration 29Q: 3 clusters Score -1660515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1660562.375000 Penalty: 4893.970215
	Iteration 30Q: 3 clusters Score -1660562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1660622.000000 Penalty: 4893.970215
	Iteration 31Q: 3 clusters Score -1660622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1660719.875000 Penalty: 4893.970215
	Iteration 32Q: 3 clusters Score -1660720 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1660818.375000 Penalty: 4893.970215
	Iteration 33Q: 3 clusters Score -1660818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1660852.000000 Penalty: 4893.970215
	Iteration 34Q: 3 clusters Score -1660852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1660877.250000 Penalty: 4893.970215
	Iteration 35Q: 3 clusters Score -1660877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1660884.500000 Penalty: 4893.970215
	Iteration 36Q: 3 clusters Score -1660884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1660892.125000 Penalty: 4893.970215
	Iteration 37Q: 3 clusters Score -1660892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1660895.375000 Penalty: 4893.970215
	Iteration 38Q: 3 clusters Score -1660895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1660896.875000 Penalty: 4893.970215
	Iteration 39Q: 3 clusters Score -1660897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1660902.625000 Penalty: 4893.970215
	Iteration 40F: 3 clusters Score -1660903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1660901.750000 Penalty: 4893.970215
	Iteration 41Q: 3 clusters Score -1660902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1660904.250000 Penalty: 4893.970215
	Iteration 42Q: 3 clusters Score -1660904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1660904.250000 Penalty: 4893.970215
	Iteration 43F: 3 clusters Score -1660904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Entering Unmasked Estep 
Score: -1267430.500000 Penalty: 2378.050537
	Iteration 0F: 2 clusters Score -1267430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1256775.875000 Penalty: 4756.101074
	Iteration 0F: 3 clusters Score -1256776 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1260118.500000 Penalty: 4756.101074
	Iteration 1F: 3 clusters Score -1260118 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1260494.750000 Penalty: 4756.101074
	Iteration 2F: 3 clusters Score -1260495 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1260837.875000 Penalty: 4756.101074
	Iteration 3F: 3 clusters Score -1260838 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1261142.250000 Penalty: 4756.101074
	Iteration 4Q: 3 clusters Score -1261142 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1261501.125000 Penalty: 4756.101074
	Iteration 5Q: 3 clusters Score -1261501 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1261907.250000 Penalty: 4756.101074
	Iteration 6F: 3 clusters Score -1261907 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1262323.750000 Penalty: 4756.101074
	Iteration 7F: 3 clusters Score -1262324 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1262764.125000 Penalty: 4756.101074
	Iteration 8Q: 3 clusters Score -1262764 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1263313.625000 Penalty: 4756.101074
	Iteration 9F: 3 clusters Score -1263314 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1263860.625000 Penalty: 4756.101074
	Iteration 10Q: 3 clusters Score -1263861 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1264363.625000 Penalty: 4756.101074
	Iteration 11Q: 3 clusters Score -1264364 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1264818.750000 Penalty: 4756.101074
	Iteration 12Q: 3 clusters Score -1264819 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1265196.250000 Penalty: 4756.101074
	Iteration 13Q: 3 clusters Score -1265196 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1265460.250000 Penalty: 4756.101074
	Iteration 14Q: 3 clusters Score -1265460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1265615.625000 Penalty: 4756.101074
	Iteration 15Q: 3 clusters Score -1265616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1265706.875000 Penalty: 4756.101074
	Iteration 16Q: 3 clusters Score -1265707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1265764.250000 Penalty: 4756.101074
	Iteration 17Q: 3 clusters Score -1265764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1265810.750000 Penalty: 4756.101074
	Iteration 18Q: 3 clusters Score -1265811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1265842.500000 Penalty: 4756.101074
	Iteration 19Q: 3 clusters Score -1265842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1265871.000000 Penalty: 4756.101074
	Iteration 20F: 3 clusters Score -1265871 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1265898.500000 Penalty: 4756.101074
	Iteration 21Q: 3 clusters Score -1265898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1265919.875000 Penalty: 4756.101074
	Iteration 22Q: 3 clusters Score -1265920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1265934.000000 Penalty: 4756.101074
	Iteration 23Q: 3 clusters Score -1265934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1265947.625000 Penalty: 4756.101074
	Iteration 24Q: 3 clusters Score -1265948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1265958.375000 Penalty: 4756.101074
	Iteration 25Q: 3 clusters Score -1265958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1265968.625000 Penalty: 4756.101074
	Iteration 26Q: 3 clusters Score -1265969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1265978.625000 Penalty: 4756.101074
	Iteration 27Q: 3 clusters Score -1265979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1265984.125000 Penalty: 4756.101074
	Iteration 28Q: 3 clusters Score -1265984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1265992.125000 Penalty: 4756.101074
	Iteration 29Q: 3 clusters Score -1265992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1265997.625000 Penalty: 4756.101074
	Iteration 30Q: 3 clusters Score -1265998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1266000.250000 Penalty: 4756.101074
	Iteration 31Q: 3 clusters Score -1266000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1265999.375000 Penalty: 4756.101074
	Iteration 32Q: 3 clusters Score -1265999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1265999.750000 Penalty: 4756.101074
	Iteration 33Q: 3 clusters Score -1266000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1266002.750000 Penalty: 4756.101074
	Iteration 34Q: 3 clusters Score -1266003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1266002.750000 Penalty: 4756.101074
	Iteration 35F: 3 clusters Score -1266003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Entering Unmasked Estep 
Score: -8242975.500000 Penalty: 2826.731201
	Iteration 0F: 2 clusters Score -8242976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8182921.000000 Penalty: 5653.462402
	Iteration 0F: 3 clusters Score -8182921 nChanged 42238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8207340.000000 Penalty: 5653.462402
	Iteration 1F: 3 clusters Score -8207340 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8208326.000000 Penalty: 5653.462402
	Iteration 2Q: 3 clusters Score -8208326 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -8209555.500000 Penalty: 5653.462402
	Iteration 3Q: 3 clusters Score -8209556 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -8211055.000000 Penalty: 5653.462402
	Iteration 4Q: 3 clusters Score -8211055 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -8213195.500000 Penalty: 5653.462402
	Iteration 5Q: 3 clusters Score -8213196 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -8216194.000000 Penalty: 5653.462402
	Iteration 6F: 3 clusters Score -8216194 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -8220111.000000 Penalty: 5653.462402
	Iteration 7F: 3 clusters Score -8220111 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -8224591.000000 Penalty: 5653.462402
	Iteration 8F: 3 clusters Score -8224591 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -8228421.500000 Penalty: 5653.462402
	Iteration 9F: 3 clusters Score -8228422 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -8230963.000000 Penalty: 5653.462402
	Iteration 10Q: 3 clusters Score -8230963 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -8232267.000000 Penalty: 5653.462402
	Iteration 11Q: 3 clusters Score -8232267 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -8233158.500000 Penalty: 5653.462402
	Iteration 12Q: 3 clusters Score -8233158 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -8233905.000000 Penalty: 5653.462402
	Iteration 13Q: 3 clusters Score -8233905 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -8234593.500000 Penalty: 5653.462402
	Iteration 14Q: 3 clusters Score -8234594 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -8235203.000000 Penalty: 5653.462402
	Iteration 15Q: 3 clusters Score -8235203 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -8235807.500000 Penalty: 5653.462402
	Iteration 16Q: 3 clusters Score -8235808 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -8236363.000000 Penalty: 5653.462402
	Iteration 17Q: 3 clusters Score -8236363 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -8236871.000000 Penalty: 5653.462402
	Iteration 18Q: 3 clusters Score -8236871 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -8237309.500000 Penalty: 5653.462402
	Iteration 19Q: 3 clusters Score -8237310 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -8237682.000000 Penalty: 5653.462402
	Iteration 20F: 3 clusters Score -8237682 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -8238036.500000 Penalty: 5653.462402
	Iteration 21Q: 3 clusters Score -8238036 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -8238330.500000 Penalty: 5653.462402
	Iteration 22Q: 3 clusters Score -8238330 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -8238638.000000 Penalty: 5653.462402
	Iteration 23Q: 3 clusters Score -8238638 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -8238890.500000 Penalty: 5653.462402
	Iteration 24Q: 3 clusters Score -8238890 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -8239105.500000 Penalty: 5653.462402
	Iteration 25Q: 3 clusters Score -8239106 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -8239340.500000 Penalty: 5653.462402
	Iteration 26Q: 3 clusters Score -8239340 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8239548.500000 Penalty: 5653.462402
	Iteration 27Q: 3 clusters Score -8239548 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -8239751.500000 Penalty: 5653.462402
	Iteration 28Q: 3 clusters Score -8239752 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8239887.000000 Penalty: 5653.462402
	Iteration 29Q: 3 clusters Score -8239887 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8240006.500000 Penalty: 5653.462402
	Iteration 30Q: 3 clusters Score -8240006 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8240069.500000 Penalty: 5653.462402
	Iteration 31Q: 3 clusters Score -8240070 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8240138.000000 Penalty: 5653.462402
	Iteration 32Q: 3 clusters Score -8240138 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8240201.000000 Penalty: 5653.462402
	Iteration 33Q: 3 clusters Score -8240201 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8240246.500000 Penalty: 5653.462402
	Iteration 34Q: 3 clusters Score -8240246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8240288.000000 Penalty: 5653.462402
	Iteration 35Q: 3 clusters Score -8240288 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8240323.000000 Penalty: 5653.462402
	Iteration 36Q: 3 clusters Score -8240323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8240381.000000 Penalty: 5653.462402
	Iteration 37Q: 3 clusters Score -8240381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8240429.500000 Penalty: 5653.462402
	Iteration 38Q: 3 clusters Score -8240430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8240446.000000 Penalty: 5653.462402
	Iteration 39Q: 3 clusters Score -8240446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8240471.000000 Penalty: 5653.462402
	Iteration 40F: 3 clusters Score -8240471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8240473.500000 Penalty: 5653.462402
	Iteration 41Q: 3 clusters Score -8240474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8240491.000000 Penalty: 5653.462402
	Iteration 42Q: 3 clusters Score -8240491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8240528.000000 Penalty: 5653.462402
	Iteration 43Q: 3 clusters Score -8240528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8240535.000000 Penalty: 5653.462402
	Iteration 44Q: 3 clusters Score -8240535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8240539.000000 Penalty: 5653.462402
	Iteration 45Q: 3 clusters Score -8240539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8240539.500000 Penalty: 5653.462402
	Iteration 46Q: 3 clusters Score -8240540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8240539.500000 Penalty: 5653.462402
	Iteration 47Q: 3 clusters Score -8240540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8240541.500000 Penalty: 5653.462402
	Iteration 48Q: 3 clusters Score -8240542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8240559.000000 Penalty: 5653.462402
	Iteration 49Q: 3 clusters Score -8240559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8240568.500000 Penalty: 5653.462402
	Iteration 50Q: 3 clusters Score -8240568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8240578.000000 Penalty: 5653.462402
	Iteration 51Q: 3 clusters Score -8240578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8240580.000000 Penalty: 5653.462402
	Iteration 52Q: 3 clusters Score -8240580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8240586.500000 Penalty: 5653.462402
	Iteration 53Q: 3 clusters Score -8240586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8240587.000000 Penalty: 5653.462402
	Iteration 54Q: 3 clusters Score -8240587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8240600.500000 Penalty: 5653.462402
	Iteration 55Q: 3 clusters Score -8240600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8240627.500000 Penalty: 5653.462402
	Iteration 56Q: 3 clusters Score -8240628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8240618.500000 Penalty: 5653.462402
	Iteration 57Q: 3 clusters Score -8240618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8240611.000000 Penalty: 5653.462402
	Iteration 58Q: 3 clusters Score -8240611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8240623.000000 Penalty: 5653.462402
	Iteration 59Q: 3 clusters Score -8240623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8240612.000000 Penalty: 5653.462402
	Iteration 60F: 3 clusters Score -8240612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8240612.000000 Penalty: 5653.462402
	Iteration 61Q: 3 clusters Score -8240612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8240613.500000 Penalty: 5653.462402
	Iteration 62Q: 3 clusters Score -8240614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8240610.500000 Penalty: 5653.462402
	Iteration 63Q: 3 clusters Score -8240610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8240611.500000 Penalty: 5653.462402
	Iteration 64Q: 3 clusters Score -8240612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8240607.000000 Penalty: 5653.462402
	Iteration 65Q: 3 clusters Score -8240607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8240612.500000 Penalty: 5653.462402
	Iteration 66Q: 3 clusters Score -8240612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8240605.500000 Penalty: 5653.462402
	Iteration 67Q: 3 clusters Score -8240606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8240612.500000 Penalty: 5653.462402
	Iteration 68Q: 3 clusters Score -8240612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8240616.000000 Penalty: 5653.462402
	Iteration 69Q: 3 clusters Score -8240616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8240612.000000 Penalty: 5653.462402
	Iteration 70Q: 3 clusters Score -8240612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8240618.000000 Penalty: 5653.462402
	Iteration 71Q: 3 clusters Score -8240618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8240618.000000 Penalty: 5653.462402
	Iteration 72F: 3 clusters Score -8240618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Entering Unmasked Estep 
Score: -955897.125000 Penalty: 2301.545654
	Iteration 0F: 2 clusters Score -955897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -947699.625000 Penalty: 4603.091309
	Iteration 0F: 3 clusters Score -947699.6 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -950100.125000 Penalty: 4603.091309
	Iteration 1F: 3 clusters Score -950100.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -950479.312500 Penalty: 4603.091309
	Iteration 2F: 3 clusters Score -950479.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -950794.000000 Penalty: 4603.091309
	Iteration 3F: 3 clusters Score -950794 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -951056.000000 Penalty: 4603.091309
	Iteration 4F: 3 clusters Score -951056 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -951341.937500 Penalty: 4603.091309
	Iteration 5Q: 3 clusters Score -951341.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -951615.812500 Penalty: 4603.091309
	Iteration 6Q: 3 clusters Score -951615.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -951861.625000 Penalty: 4603.091309
	Iteration 7Q: 3 clusters Score -951861.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -952097.687500 Penalty: 4603.091309
	Iteration 8Q: 3 clusters Score -952097.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -952336.437500 Penalty: 4603.091309
	Iteration 9Q: 3 clusters Score -952336.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -952569.375000 Penalty: 4603.091309
	Iteration 10Q: 3 clusters Score -952569.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -952787.875000 Penalty: 4603.091309
	Iteration 11Q: 3 clusters Score -952787.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -952977.375000 Penalty: 4603.091309
	Iteration 12Q: 3 clusters Score -952977.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -953098.812500 Penalty: 4603.091309
	Iteration 13Q: 3 clusters Score -953098.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -953175.500000 Penalty: 4603.091309
	Iteration 14Q: 3 clusters Score -953175.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -953227.000000 Penalty: 4603.091309
	Iteration 15Q: 3 clusters Score -953227 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -953278.750000 Penalty: 4603.091309
	Iteration 16Q: 3 clusters Score -953278.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -953334.437500 Penalty: 4603.091309
	Iteration 17Q: 3 clusters Score -953334.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -953376.375000 Penalty: 4603.091309
	Iteration 18Q: 3 clusters Score -953376.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -953416.312500 Penalty: 4603.091309
	Iteration 19Q: 3 clusters Score -953416.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -953460.125000 Penalty: 4603.091309
	Iteration 20F: 3 clusters Score -953460.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -953500.250000 Penalty: 4603.091309
	Iteration 21Q: 3 clusters Score -953500.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -953538.500000 Penalty: 4603.091309
	Iteration 22Q: 3 clusters Score -953538.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -953587.750000 Penalty: 4603.091309
	Iteration 23Q: 3 clusters Score -953587.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -953630.625000 Penalty: 4603.091309
	Iteration 24Q: 3 clusters Score -953630.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -953675.687500 Penalty: 4603.091309
	Iteration 25Q: 3 clusters Score -953675.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -953715.687500 Penalty: 4603.091309
	Iteration 26Q: 3 clusters Score -953715.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -953761.625000 Penalty: 4603.091309
	Iteration 27Q: 3 clusters Score -953761.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -953801.437500 Penalty: 4603.091309
	Iteration 28Q: 3 clusters Score -953801.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -953841.187500 Penalty: 4603.091309
	Iteration 29Q: 3 clusters Score -953841.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -953860.812500 Penalty: 4603.091309
	Iteration 30Q: 3 clusters Score -953860.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -953884.500000 Penalty: 4603.091309
	Iteration 31Q: 3 clusters Score -953884.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -953901.625000 Penalty: 4603.091309
	Iteration 32Q: 3 clusters Score -953901.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -953913.250000 Penalty: 4603.091309
	Iteration 33Q: 3 clusters Score -953913.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -953923.750000 Penalty: 4603.091309
	Iteration 34Q: 3 clusters Score -953923.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -953927.937500 Penalty: 4603.091309
	Iteration 35Q: 3 clusters Score -953927.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -953933.750000 Penalty: 4603.091309
	Iteration 36Q: 3 clusters Score -953933.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -953935.750000 Penalty: 4603.091309
	Iteration 37Q: 3 clusters Score -953935.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -953937.187500 Penalty: 4603.091309
	Iteration 38Q: 3 clusters Score -953937.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -953936.937500 Penalty: 4603.091309
	Iteration 39Q: 3 clusters Score -953936.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -953941.125000 Penalty: 4603.091309
	Iteration 40F: 3 clusters Score -953941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -953941.062500 Penalty: 4603.091309
	Iteration 41Q: 3 clusters Score -953941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -953938.812500 Penalty: 4603.091309
	Iteration 42Q: 3 clusters Score -953938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -953942.562500 Penalty: 4603.091309
	Iteration 43Q: 3 clusters Score -953942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -953942.750000 Penalty: 4603.091309
	Iteration 44Q: 3 clusters Score -953942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -953943.125000 Penalty: 4603.091309
	Iteration 45Q: 3 clusters Score -953943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -953943.625000 Penalty: 4603.091309
	Iteration 46Q: 3 clusters Score -953943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -953944.187500 Penalty: 4603.091309
	Iteration 47Q: 3 clusters Score -953944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -953944.187500 Penalty: 4603.091309
	Iteration 48F: 3 clusters Score -953944.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166225 members 
Entering Unmasked Estep 
Score: -14887534.000000 Penalty: 2981.232178
	Iteration 0F: 2 clusters Score -1.488753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -14776863.000000 Penalty: 5962.464355
	Iteration 0F: 3 clusters Score -1.477686e+07 nChanged 79260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -14822667.000000 Penalty: 5962.464355
	Iteration 1F: 3 clusters Score -1.482267e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -14823715.000000 Penalty: 5962.464355
	Iteration 2Q: 3 clusters Score -1.482372e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -14824946.000000 Penalty: 5962.464355
	Iteration 3Q: 3 clusters Score -1.482495e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -14826973.000000 Penalty: 5962.464355
	Iteration 4Q: 3 clusters Score -1.482697e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -14829992.000000 Penalty: 5962.464355
	Iteration 5Q: 3 clusters Score -1.482999e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -14834786.000000 Penalty: 5962.464355
	Iteration 6F: 3 clusters Score -1.483479e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 115168 members 
Entering Unmasked Estep 
Score: -14842267.000000 Penalty: 5962.464355
	Iteration 7F: 3 clusters Score -1.484227e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -14852796.000000 Penalty: 5962.464355
	Iteration 8F: 3 clusters Score -1.48528e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 139775 members 
Entering Unmasked Estep 
Score: -14863917.000000 Penalty: 5962.464355
	Iteration 9F: 3 clusters Score -1.486392e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 149426 members 
Entering Unmasked Estep 
Score: -14872955.000000 Penalty: 5962.464355
	Iteration 10F: 3 clusters Score -1.487296e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 155713 members 
Entering Unmasked Estep 
Score: -14878332.000000 Penalty: 5962.464355
	Iteration 11Q: 3 clusters Score -1.487833e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 159545 members 
Entering Unmasked Estep 
Score: -14881593.000000 Penalty: 5962.464355
	Iteration 12Q: 3 clusters Score -1.488159e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 161793 members 
Entering Unmasked Estep 
Score: -14883388.000000 Penalty: 5962.464355
	Iteration 13Q: 3 clusters Score -1.488339e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 163046 members 
Entering Unmasked Estep 
Score: -14884323.000000 Penalty: 5962.464355
	Iteration 14Q: 3 clusters Score -1.488432e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -14884797.000000 Penalty: 5962.464355
	Iteration 15Q: 3 clusters Score -1.48848e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 164220 members 
Entering Unmasked Estep 
Score: -14885059.000000 Penalty: 5962.464355
	Iteration 16Q: 3 clusters Score -1.488506e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 164512 members 
Entering Unmasked Estep 
Score: -14885229.000000 Penalty: 5962.464355
	Iteration 17Q: 3 clusters Score -1.488523e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 164694 members 
Entering Unmasked Estep 
Score: -14885312.000000 Penalty: 5962.464355
	Iteration 18Q: 3 clusters Score -1.488531e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 164816 members 
Entering Unmasked Estep 
Score: -14885381.000000 Penalty: 5962.464355
	Iteration 19Q: 3 clusters Score -1.488538e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -14885439.000000 Penalty: 5962.464355
	Iteration 20F: 3 clusters Score -1.488544e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -14885496.000000 Penalty: 5962.464355
	Iteration 21Q: 3 clusters Score -1.48855e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -14885510.000000 Penalty: 5962.464355
	Iteration 22Q: 3 clusters Score -1.488551e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 165086 members 
Entering Unmasked Estep 
Score: -14885552.000000 Penalty: 5962.464355
	Iteration 23Q: 3 clusters Score -1.488555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 165101 members 
Entering Unmasked Estep 
Score: -14885564.000000 Penalty: 5962.464355
	Iteration 24Q: 3 clusters Score -1.488556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 165112 members 
Entering Unmasked Estep 
Score: -14885582.000000 Penalty: 5962.464355
	Iteration 25Q: 3 clusters Score -1.488558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -14885568.000000 Penalty: 5962.464355
	Iteration 26Q: 3 clusters Score -1.488557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -14885593.000000 Penalty: 5962.464355
	Iteration 27Q: 3 clusters Score -1.488559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 165144 members 
Entering Unmasked Estep 
Score: -14885575.000000 Penalty: 5962.464355
	Iteration 28Q: 3 clusters Score -1.488558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 165149 members 
Entering Unmasked Estep 
Score: -14885590.000000 Penalty: 5962.464355
	Iteration 29Q: 3 clusters Score -1.488559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 165152 members 
Entering Unmasked Estep 
Score: -14885589.000000 Penalty: 5962.464355
	Iteration 30Q: 3 clusters Score -1.488559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -14885610.000000 Penalty: 5962.464355
	Iteration 31Q: 3 clusters Score -1.488561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 165171 members 
Entering Unmasked Estep 
Score: -14885596.000000 Penalty: 5962.464355
	Iteration 32Q: 3 clusters Score -1.48856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -14885602.000000 Penalty: 5962.464355
	Iteration 33Q: 3 clusters Score -1.48856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -14885590.000000 Penalty: 5962.464355
	Iteration 34Q: 3 clusters Score -1.488559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 165181 members 
Entering Unmasked Estep 
Score: -14885606.000000 Penalty: 5962.464355
	Iteration 35Q: 3 clusters Score -1.488561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -14885612.000000 Penalty: 5962.464355
	Iteration 36Q: 3 clusters Score -1.488561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -14885625.000000 Penalty: 5962.464355
	Iteration 37Q: 3 clusters Score -1.488562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -14885625.000000 Penalty: 5962.464355
	Iteration 38Q: 3 clusters Score -1.488562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 165186 members 
Entering Unmasked Estep 
Score: -14885620.000000 Penalty: 5962.464355
	Iteration 39Q: 3 clusters Score -1.488562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -14885617.000000 Penalty: 5962.464355
	Iteration 40F: 3 clusters Score -1.488562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 165189 members 
Entering Unmasked Estep 
Score: -14885608.000000 Penalty: 5962.464355
	Iteration 41Q: 3 clusters Score -1.488561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 165190 members 
Entering Unmasked Estep 
Score: -14885635.000000 Penalty: 5962.464355
	Iteration 42Q: 3 clusters Score -1.488564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 165188 members 
Entering Unmasked Estep 
Score: -14885628.000000 Penalty: 5962.464355
	Iteration 43Q: 3 clusters Score -1.488563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 165190 members 
Entering Unmasked Estep 
Score: -14885628.000000 Penalty: 5962.464355
	Iteration 44Q: 3 clusters Score -1.488563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 165190 members 
Entering Unmasked Estep 
Score: -14885647.000000 Penalty: 5962.464355
	Iteration 45Q: 3 clusters Score -1.488565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 165188 members 
Entering Unmasked Estep 
Score: -14885632.000000 Penalty: 5962.464355
	Iteration 46Q: 3 clusters Score -1.488563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -14885634.000000 Penalty: 5962.464355
	Iteration 47Q: 3 clusters Score -1.488563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -14885634.000000 Penalty: 5962.464355
	Iteration 48F: 3 clusters Score -1.488563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -80281.937500 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -80281.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78354.890625 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -78354.89 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78710.843750 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -78710.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79025.976562 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -79025.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79251.593750 Penalty: 3428.720215
	Iteration 3F: 3 clusters Score -79251.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79467.265625 Penalty: 3428.720215
	Iteration 4F: 3 clusters Score -79467.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79698.757812 Penalty: 3428.720215
	Iteration 5F: 3 clusters Score -79698.76 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79938.257812 Penalty: 3428.720215
	Iteration 6F: 3 clusters Score -79938.26 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80249.046875 Penalty: 3428.720215
	Iteration 7F: 3 clusters Score -80249.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -80564.507812 Penalty: 3428.720215
	Iteration 8Q: 3 clusters Score -80564.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -80929.671875 Penalty: 3428.720215
	Iteration 9Q: 3 clusters Score -80929.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -81045.109375 Penalty: 3428.720215
	Iteration 10Q: 3 clusters Score -81045.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81105.578125 Penalty: 3428.720215
	Iteration 11Q: 3 clusters Score -81105.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -81114.476562 Penalty: 3428.720215
	Iteration 12Q: 3 clusters Score -81114.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -81118.171875 Penalty: 3428.720215
	Iteration 13Q: 3 clusters Score -81118.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -81120.593750 Penalty: 3428.720215
	Iteration 14F: 3 clusters Score -81120.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81134.609375 Penalty: 3428.720215
	Iteration 15Q: 3 clusters Score -81134.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81134.609375 Penalty: 3428.720215
	Iteration 16F: 3 clusters Score -81134.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23903 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89153 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166225 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135598 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 196 members 
Entering Unmasked Estep 
Score: -93622288.000000 Penalty: 92847.609375
Splitting cluster 20 changes total score from -93623416.000000 to -93622288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -26398.265625 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -26398.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25033.201172 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -25033.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25295.011719 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -25295.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25437.697266 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -25437.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25503.513672 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -25503.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25520.341797 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -25520.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25532.960938 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -25532.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25546.355469 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -25546.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25550.519531 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -25550.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25553.050781 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -25553.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25560.718750 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -25560.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25564.447266 Penalty: 2918.127930
	Iteration 10Q: 3 clusters Score -25564.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25564.447266 Penalty: 2918.127930
	Iteration 11F: 3 clusters Score -25564.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (441448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441448 members 
Entering Unmasked Estep 
Score: -40542540.000000 Penalty: 3223.458252
	Iteration 0F: 2 clusters Score -4.054254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221159 members 
Mstep: Class 2 contains 220289 members 
Entering Unmasked Estep 
Score: -40245448.000000 Penalty: 6446.916504
	Iteration 0F: 3 clusters Score -4.024545e+07 nChanged 215053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223016 members 
Mstep: Class 2 contains 218432 members 
Entering Unmasked Estep 
Score: -40376588.000000 Penalty: 6446.916504
	Iteration 1F: 3 clusters Score -4.037659e+07 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221860 members 
Mstep: Class 2 contains 219588 members 
Entering Unmasked Estep 
Score: -40383156.000000 Penalty: 6446.916504
	Iteration 2Q: 3 clusters Score -4.038316e+07 nChanged 22196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219598 members 
Mstep: Class 2 contains 221850 members 
Entering Unmasked Estep 
Score: -40395056.000000 Penalty: 6446.916504
	Iteration 3F: 3 clusters Score -4.039506e+07 nChanged 27567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216429 members 
Mstep: Class 2 contains 225019 members 
Entering Unmasked Estep 
Score: -40411356.000000 Penalty: 6446.916504
	Iteration 4F: 3 clusters Score -4.041136e+07 nChanged 30177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213058 members 
Mstep: Class 2 contains 228390 members 
Entering Unmasked Estep 
Score: -40429116.000000 Penalty: 6446.916504
	Iteration 5F: 3 clusters Score -4.042912e+07 nChanged 28921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209833 members 
Mstep: Class 2 contains 231615 members 
Entering Unmasked Estep 
Score: -40444220.000000 Penalty: 6446.916504
	Iteration 6F: 3 clusters Score -4.044422e+07 nChanged 24073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207390 members 
Mstep: Class 2 contains 234058 members 
Entering Unmasked Estep 
Score: -40453480.000000 Penalty: 6446.916504
	Iteration 7F: 3 clusters Score -4.045348e+07 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205779 members 
Mstep: Class 2 contains 235669 members 
Entering Unmasked Estep 
Score: -40458488.000000 Penalty: 6446.916504
	Iteration 8Q: 3 clusters Score -4.045849e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204819 members 
Mstep: Class 2 contains 236629 members 
Entering Unmasked Estep 
Score: -40461012.000000 Penalty: 6446.916504
	Iteration 9Q: 3 clusters Score -4.046101e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204514 members 
Mstep: Class 2 contains 236934 members 
Entering Unmasked Estep 
Score: -40462364.000000 Penalty: 6446.916504
	Iteration 10Q: 3 clusters Score -4.046236e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204664 members 
Mstep: Class 2 contains 236784 members 
Entering Unmasked Estep 
Score: -40463048.000000 Penalty: 6446.916504
	Iteration 11Q: 3 clusters Score -4.046305e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205136 members 
Mstep: Class 2 contains 236312 members 
Entering Unmasked Estep 
Score: -40463204.000000 Penalty: 6446.916504
	Iteration 12Q: 3 clusters Score -4.04632e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205871 members 
Mstep: Class 2 contains 235577 members 
Entering Unmasked Estep 
Score: -40463456.000000 Penalty: 6446.916504
	Iteration 13Q: 3 clusters Score -4.046346e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206896 members 
Mstep: Class 2 contains 234552 members 
Entering Unmasked Estep 
Score: -40463664.000000 Penalty: 6446.916504
	Iteration 14Q: 3 clusters Score -4.046366e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208210 members 
Mstep: Class 2 contains 233238 members 
Entering Unmasked Estep 
Score: -40463836.000000 Penalty: 6446.916504
	Iteration 15Q: 3 clusters Score -4.046384e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209728 members 
Mstep: Class 2 contains 231720 members 
Entering Unmasked Estep 
Score: -40463976.000000 Penalty: 6446.916504
	Iteration 16Q: 3 clusters Score -4.046398e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211549 members 
Mstep: Class 2 contains 229899 members 
Entering Unmasked Estep 
Score: -40464072.000000 Penalty: 6446.916504
	Iteration 17Q: 3 clusters Score -4.046407e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213677 members 
Mstep: Class 2 contains 227771 members 
Entering Unmasked Estep 
Score: -40464224.000000 Penalty: 6446.916504
	Iteration 18Q: 3 clusters Score -4.046422e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216109 members 
Mstep: Class 2 contains 225339 members 
Entering Unmasked Estep 
Score: -40464308.000000 Penalty: 6446.916504
	Iteration 19Q: 3 clusters Score -4.046431e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219056 members 
Mstep: Class 2 contains 222392 members 
Entering Unmasked Estep 
Score: -40464312.000000 Penalty: 6446.916504
	Iteration 20F: 3 clusters Score -4.046431e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222530 members 
Mstep: Class 2 contains 218918 members 
Entering Unmasked Estep 
Score: -40464768.000000 Penalty: 6446.916504
	Iteration 21Q: 3 clusters Score -4.046477e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226686 members 
Mstep: Class 2 contains 214762 members 
Entering Unmasked Estep 
Score: -40465416.000000 Penalty: 6446.916504
	Iteration 22Q: 3 clusters Score -4.046542e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231407 members 
Mstep: Class 2 contains 210041 members 
Entering Unmasked Estep 
Score: -40465920.000000 Penalty: 6446.916504
	Iteration 23Q: 3 clusters Score -4.046592e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236962 members 
Mstep: Class 2 contains 204486 members 
Entering Unmasked Estep 
Score: -40466792.000000 Penalty: 6446.916504
	Iteration 24Q: 3 clusters Score -4.046679e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243365 members 
Mstep: Class 2 contains 198083 members 
Entering Unmasked Estep 
Score: -40467576.000000 Penalty: 6446.916504
	Iteration 25Q: 3 clusters Score -4.046758e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250881 members 
Mstep: Class 2 contains 190567 members 
Entering Unmasked Estep 
Score: -40468804.000000 Penalty: 6446.916504
	Iteration 26Q: 3 clusters Score -4.04688e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259626 members 
Mstep: Class 2 contains 181822 members 
Entering Unmasked Estep 
Score: -40470528.000000 Penalty: 6446.916504
	Iteration 27Q: 3 clusters Score -4.047053e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269785 members 
Mstep: Class 2 contains 171663 members 
Entering Unmasked Estep 
Score: -40472864.000000 Penalty: 6446.916504
	Iteration 28Q: 3 clusters Score -4.047286e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281352 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -40475460.000000 Penalty: 6446.916504
	Iteration 29Q: 3 clusters Score -4.047546e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294213 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -40479304.000000 Penalty: 6446.916504
	Iteration 30Q: 3 clusters Score -4.04793e+07 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308676 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -40484500.000000 Penalty: 6446.916504
	Iteration 31Q: 3 clusters Score -4.04845e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324157 members 
Mstep: Class 2 contains 117291 members 
Entering Unmasked Estep 
Score: -40490128.000000 Penalty: 6446.916504
	Iteration 32Q: 3 clusters Score -4.049013e+07 nChanged 16192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340349 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -40496808.000000 Penalty: 6446.916504
	Iteration 33Q: 3 clusters Score -4.049681e+07 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356790 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -40503916.000000 Penalty: 6446.916504
	Iteration 34Q: 3 clusters Score -4.050392e+07 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372745 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -40510708.000000 Penalty: 6446.916504
	Iteration 35Q: 3 clusters Score -4.051071e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387497 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -40517252.000000 Penalty: 6446.916504
	Iteration 36Q: 3 clusters Score -4.051725e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400145 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -40523104.000000 Penalty: 6446.916504
	Iteration 37Q: 3 clusters Score -4.05231e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410490 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -40527916.000000 Penalty: 6446.916504
	Iteration 38Q: 3 clusters Score -4.052792e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418665 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -40531516.000000 Penalty: 6446.916504
	Iteration 39Q: 3 clusters Score -4.053152e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424860 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -40534004.000000 Penalty: 6446.916504
	Iteration 40F: 3 clusters Score -4.0534e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429247 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -40535864.000000 Penalty: 6446.916504
	Iteration 41Q: 3 clusters Score -4.053586e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432304 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -40537132.000000 Penalty: 6446.916504
	Iteration 42Q: 3 clusters Score -4.053713e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434391 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -40537960.000000 Penalty: 6446.916504
	Iteration 43Q: 3 clusters Score -4.053796e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435844 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -40538396.000000 Penalty: 6446.916504
	Iteration 44Q: 3 clusters Score -4.05384e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436817 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -40538776.000000 Penalty: 6446.916504
	Iteration 45Q: 3 clusters Score -4.053878e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437490 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -40538996.000000 Penalty: 6446.916504
	Iteration 46Q: 3 clusters Score -4.0539e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437985 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -40539216.000000 Penalty: 6446.916504
	Iteration 47Q: 3 clusters Score -4.053922e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438350 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -40539380.000000 Penalty: 6446.916504
	Iteration 48Q: 3 clusters Score -4.053938e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438602 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -40539520.000000 Penalty: 6446.916504
	Iteration 49Q: 3 clusters Score -4.053952e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438800 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -40539644.000000 Penalty: 6446.916504
	Iteration 50Q: 3 clusters Score -4.053964e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438971 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -40539668.000000 Penalty: 6446.916504
	Iteration 51Q: 3 clusters Score -4.053967e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439093 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -40539708.000000 Penalty: 6446.916504
	Iteration 52Q: 3 clusters Score -4.053971e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439183 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -40539752.000000 Penalty: 6446.916504
	Iteration 53Q: 3 clusters Score -4.053975e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439271 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -40539808.000000 Penalty: 6446.916504
	Iteration 54Q: 3 clusters Score -4.053981e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439340 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -40539832.000000 Penalty: 6446.916504
	Iteration 55Q: 3 clusters Score -4.053983e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439393 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -40539816.000000 Penalty: 6446.916504
	Iteration 56Q: 3 clusters Score -4.053982e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439440 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -40539800.000000 Penalty: 6446.916504
	Iteration 57Q: 3 clusters Score -4.05398e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439472 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -40539888.000000 Penalty: 6446.916504
	Iteration 58Q: 3 clusters Score -4.053989e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439514 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -40539924.000000 Penalty: 6446.916504
	Iteration 59Q: 3 clusters Score -4.053992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439551 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -40539904.000000 Penalty: 6446.916504
	Iteration 60F: 3 clusters Score -4.05399e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439572 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -40539900.000000 Penalty: 6446.916504
	Iteration 61Q: 3 clusters Score -4.05399e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439589 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -40539928.000000 Penalty: 6446.916504
	Iteration 62Q: 3 clusters Score -4.053993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439606 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -40539936.000000 Penalty: 6446.916504
	Iteration 63Q: 3 clusters Score -4.053994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439624 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -40539948.000000 Penalty: 6446.916504
	Iteration 64Q: 3 clusters Score -4.053995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439637 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -40539956.000000 Penalty: 6446.916504
	Iteration 65Q: 3 clusters Score -4.053996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439654 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -40539936.000000 Penalty: 6446.916504
	Iteration 66Q: 3 clusters Score -4.053994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439677 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -40539976.000000 Penalty: 6446.916504
	Iteration 67Q: 3 clusters Score -4.053998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439692 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -40539968.000000 Penalty: 6446.916504
	Iteration 68Q: 3 clusters Score -4.053997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439700 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -40539968.000000 Penalty: 6446.916504
	Iteration 69Q: 3 clusters Score -4.053997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439710 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -40539988.000000 Penalty: 6446.916504
	Iteration 70Q: 3 clusters Score -4.053999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439725 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -40540024.000000 Penalty: 6446.916504
	Iteration 71Q: 3 clusters Score -4.054002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439737 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -40539992.000000 Penalty: 6446.916504
	Iteration 72Q: 3 clusters Score -4.053999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439752 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -40539988.000000 Penalty: 6446.916504
	Iteration 73Q: 3 clusters Score -4.053999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439766 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -40539964.000000 Penalty: 6446.916504
	Iteration 74Q: 3 clusters Score -4.053996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439778 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -40539988.000000 Penalty: 6446.916504
	Iteration 75Q: 3 clusters Score -4.053999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439785 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -40539992.000000 Penalty: 6446.916504
	Iteration 76Q: 3 clusters Score -4.053999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439794 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -40539984.000000 Penalty: 6446.916504
	Iteration 77Q: 3 clusters Score -4.053998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439803 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -40539996.000000 Penalty: 6446.916504
	Iteration 78Q: 3 clusters Score -4.054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439816 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -40540020.000000 Penalty: 6446.916504
	Iteration 79Q: 3 clusters Score -4.054002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439826 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -40540044.000000 Penalty: 6446.916504
	Iteration 80F: 3 clusters Score -4.054004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439834 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -40540052.000000 Penalty: 6446.916504
	Iteration 81Q: 3 clusters Score -4.054005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439843 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -40540052.000000 Penalty: 6446.916504
	Iteration 82Q: 3 clusters Score -4.054005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439850 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -40540040.000000 Penalty: 6446.916504
	Iteration 83Q: 3 clusters Score -4.054004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439855 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -40540036.000000 Penalty: 6446.916504
	Iteration 84Q: 3 clusters Score -4.054004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439860 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -40540036.000000 Penalty: 6446.916504
	Iteration 85Q: 3 clusters Score -4.054004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439864 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -40540072.000000 Penalty: 6446.916504
	Iteration 86Q: 3 clusters Score -4.054007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439865 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -40540064.000000 Penalty: 6446.916504
	Iteration 87Q: 3 clusters Score -4.054006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439867 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -40540052.000000 Penalty: 6446.916504
	Iteration 88Q: 3 clusters Score -4.054005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439869 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -40540052.000000 Penalty: 6446.916504
	Iteration 89Q: 3 clusters Score -4.054005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439872 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -40540056.000000 Penalty: 6446.916504
	Iteration 90Q: 3 clusters Score -4.054006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439874 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -40540052.000000 Penalty: 6446.916504
	Iteration 91Q: 3 clusters Score -4.054005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439874 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -40540040.000000 Penalty: 6446.916504
	Iteration 92Q: 3 clusters Score -4.054004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439880 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -40540020.000000 Penalty: 6446.916504
	Iteration 93Q: 3 clusters Score -4.054002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439884 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -40540048.000000 Penalty: 6446.916504
	Iteration 94Q: 3 clusters Score -4.054005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439887 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -40540064.000000 Penalty: 6446.916504
	Iteration 95Q: 3 clusters Score -4.054006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439891 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -40540064.000000 Penalty: 6446.916504
	Iteration 96Q: 3 clusters Score -4.054006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439893 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -40540076.000000 Penalty: 6446.916504
	Iteration 97Q: 3 clusters Score -4.054008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439900 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -40540092.000000 Penalty: 6446.916504
	Iteration 98Q: 3 clusters Score -4.054009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439905 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -40540096.000000 Penalty: 6446.916504
	Iteration 99Q: 3 clusters Score -4.05401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439911 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -40540084.000000 Penalty: 6446.916504
	Iteration 100F: 3 clusters Score -4.054008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439914 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -40540080.000000 Penalty: 6446.916504
	Iteration 101Q: 3 clusters Score -4.054008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439914 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -40540076.000000 Penalty: 6446.916504
	Iteration 102Q: 3 clusters Score -4.054008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439913 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -40540080.000000 Penalty: 6446.916504
	Iteration 103Q: 3 clusters Score -4.054008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439914 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -40540064.000000 Penalty: 6446.916504
	Iteration 104Q: 3 clusters Score -4.054006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439915 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -40540076.000000 Penalty: 6446.916504
	Iteration 105Q: 3 clusters Score -4.054008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439916 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -40540080.000000 Penalty: 6446.916504
	Iteration 106Q: 3 clusters Score -4.054008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439921 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -40540072.000000 Penalty: 6446.916504
	Iteration 107Q: 3 clusters Score -4.054007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439924 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -40540064.000000 Penalty: 6446.916504
	Iteration 108Q: 3 clusters Score -4.054006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439928 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -40540096.000000 Penalty: 6446.916504
	Iteration 109Q: 3 clusters Score -4.05401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439937 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -40540080.000000 Penalty: 6446.916504
	Iteration 110Q: 3 clusters Score -4.054008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439936 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -40540068.000000 Penalty: 6446.916504
	Iteration 111Q: 3 clusters Score -4.054007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439940 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -40540072.000000 Penalty: 6446.916504
	Iteration 112Q: 3 clusters Score -4.054007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439943 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -40540076.000000 Penalty: 6446.916504
	Iteration 113Q: 3 clusters Score -4.054008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439946 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -40540064.000000 Penalty: 6446.916504
	Iteration 114Q: 3 clusters Score -4.054006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439945 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -40540064.000000 Penalty: 6446.916504
	Iteration 115Q: 3 clusters Score -4.054006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439945 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -40540064.000000 Penalty: 6446.916504
	Iteration 116F: 3 clusters Score -4.054006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (135598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Entering Unmasked Estep 
Score: -12409079.000000 Penalty: 2930.727539
	Iteration 0F: 2 clusters Score -1.240908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -12318235.000000 Penalty: 5861.455078
	Iteration 0F: 3 clusters Score -1.231824e+07 nChanged 64611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -12355703.000000 Penalty: 5861.455078
	Iteration 1F: 3 clusters Score -1.23557e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -12356395.000000 Penalty: 5861.455078
	Iteration 2Q: 3 clusters Score -1.23564e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -12357033.000000 Penalty: 5861.455078
	Iteration 3Q: 3 clusters Score -1.235703e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -12357737.000000 Penalty: 5861.455078
	Iteration 4Q: 3 clusters Score -1.235774e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -12358621.000000 Penalty: 5861.455078
	Iteration 5Q: 3 clusters Score -1.235862e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -12359645.000000 Penalty: 5861.455078
	Iteration 6Q: 3 clusters Score -1.235964e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -12361377.000000 Penalty: 5861.455078
	Iteration 7Q: 3 clusters Score -1.236138e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -12363551.000000 Penalty: 5861.455078
	Iteration 8Q: 3 clusters Score -1.236355e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -12366331.000000 Penalty: 5861.455078
	Iteration 9Q: 3 clusters Score -1.236633e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -12370072.000000 Penalty: 5861.455078
	Iteration 10Q: 3 clusters Score -1.237007e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -12374392.000000 Penalty: 5861.455078
	Iteration 11F: 3 clusters Score -1.237439e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -12378703.000000 Penalty: 5861.455078
	Iteration 12F: 3 clusters Score -1.23787e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
Score: -12382874.000000 Penalty: 5861.455078
	Iteration 13F: 3 clusters Score -1.238287e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -12386685.000000 Penalty: 5861.455078
	Iteration 14Q: 3 clusters Score -1.238668e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 110287 members 
Entering Unmasked Estep 
Score: -12390288.000000 Penalty: 5861.455078
	Iteration 15Q: 3 clusters Score -1.239029e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 115454 members 
Entering Unmasked Estep 
Score: -12393428.000000 Penalty: 5861.455078
	Iteration 16Q: 3 clusters Score -1.239343e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 120186 members 
Entering Unmasked Estep 
Score: -12396347.000000 Penalty: 5861.455078
	Iteration 17Q: 3 clusters Score -1.239635e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
Score: -12399218.000000 Penalty: 5861.455078
	Iteration 18Q: 3 clusters Score -1.239922e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 127800 members 
Entering Unmasked Estep 
Score: -12401537.000000 Penalty: 5861.455078
	Iteration 19Q: 3 clusters Score -1.240154e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 130392 members 
Entering Unmasked Estep 
Score: -12403402.000000 Penalty: 5861.455078
	Iteration 20F: 3 clusters Score -1.24034e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 132117 members 
Entering Unmasked Estep 
Score: -12404607.000000 Penalty: 5861.455078
	Iteration 21Q: 3 clusters Score -1.240461e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 133267 members 
Entering Unmasked Estep 
Score: -12405353.000000 Penalty: 5861.455078
	Iteration 22Q: 3 clusters Score -1.240535e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 133949 members 
Entering Unmasked Estep 
Score: -12405803.000000 Penalty: 5861.455078
	Iteration 23Q: 3 clusters Score -1.24058e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 134350 members 
Entering Unmasked Estep 
Score: -12406098.000000 Penalty: 5861.455078
	Iteration 24Q: 3 clusters Score -1.24061e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 134587 members 
Entering Unmasked Estep 
Score: -12406276.000000 Penalty: 5861.455078
	Iteration 25Q: 3 clusters Score -1.240628e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 134718 members 
Entering Unmasked Estep 
Score: -12406383.000000 Penalty: 5861.455078
	Iteration 26Q: 3 clusters Score -1.240638e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 134801 members 
Entering Unmasked Estep 
Score: -12406446.000000 Penalty: 5861.455078
	Iteration 27Q: 3 clusters Score -1.240645e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 134861 members 
Entering Unmasked Estep 
Score: -12406456.000000 Penalty: 5861.455078
	Iteration 28Q: 3 clusters Score -1.240646e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 134897 members 
Entering Unmasked Estep 
Score: -12406477.000000 Penalty: 5861.455078
	Iteration 29Q: 3 clusters Score -1.240648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 134924 members 
Entering Unmasked Estep 
Score: -12406511.000000 Penalty: 5861.455078
	Iteration 30Q: 3 clusters Score -1.240651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 134943 members 
Entering Unmasked Estep 
Score: -12406522.000000 Penalty: 5861.455078
	Iteration 31Q: 3 clusters Score -1.240652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 134960 members 
Entering Unmasked Estep 
Score: -12406530.000000 Penalty: 5861.455078
	Iteration 32Q: 3 clusters Score -1.240653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 134972 members 
Entering Unmasked Estep 
Score: -12406541.000000 Penalty: 5861.455078
	Iteration 33Q: 3 clusters Score -1.240654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 134980 members 
Entering Unmasked Estep 
Score: -12406562.000000 Penalty: 5861.455078
	Iteration 34Q: 3 clusters Score -1.240656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 134994 members 
Entering Unmasked Estep 
Score: -12406550.000000 Penalty: 5861.455078
	Iteration 35Q: 3 clusters Score -1.240655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 134999 members 
Entering Unmasked Estep 
Score: -12406553.000000 Penalty: 5861.455078
	Iteration 36Q: 3 clusters Score -1.240655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
Score: -12406560.000000 Penalty: 5861.455078
	Iteration 37Q: 3 clusters Score -1.240656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
Score: -12406561.000000 Penalty: 5861.455078
	Iteration 38Q: 3 clusters Score -1.240656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
Score: -12406561.000000 Penalty: 5861.455078
	Iteration 39F: 3 clusters Score -1.240656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Entering Unmasked Estep 
Score: -2195798.250000 Penalty: 2508.320068
	Iteration 0F: 2 clusters Score -2195798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2178646.750000 Penalty: 5016.640137
	Iteration 0F: 3 clusters Score -2178647 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2184618.750000 Penalty: 5016.640137
	Iteration 1F: 3 clusters Score -2184619 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2185102.750000 Penalty: 5016.640137
	Iteration 2F: 3 clusters Score -2185103 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2185583.500000 Penalty: 5016.640137
	Iteration 3Q: 3 clusters Score -2185584 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2186153.500000 Penalty: 5016.640137
	Iteration 4Q: 3 clusters Score -2186154 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2186935.000000 Penalty: 5016.640137
	Iteration 5F: 3 clusters Score -2186935 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2187975.000000 Penalty: 5016.640137
	Iteration 6F: 3 clusters Score -2187975 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2189274.750000 Penalty: 5016.640137
	Iteration 7F: 3 clusters Score -2189275 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2190650.500000 Penalty: 5016.640137
	Iteration 8F: 3 clusters Score -2190650 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2191867.750000 Penalty: 5016.640137
	Iteration 9F: 3 clusters Score -2191868 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2192643.500000 Penalty: 5016.640137
	Iteration 10Q: 3 clusters Score -2192644 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2193084.500000 Penalty: 5016.640137
	Iteration 11Q: 3 clusters Score -2193084 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2193346.250000 Penalty: 5016.640137
	Iteration 12Q: 3 clusters Score -2193346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2193462.250000 Penalty: 5016.640137
	Iteration 13Q: 3 clusters Score -2193462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2193527.000000 Penalty: 5016.640137
	Iteration 14Q: 3 clusters Score -2193527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2193580.500000 Penalty: 5016.640137
	Iteration 15Q: 3 clusters Score -2193580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2193622.000000 Penalty: 5016.640137
	Iteration 16Q: 3 clusters Score -2193622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2193639.250000 Penalty: 5016.640137
	Iteration 17Q: 3 clusters Score -2193639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2193657.500000 Penalty: 5016.640137
	Iteration 18Q: 3 clusters Score -2193658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2193670.500000 Penalty: 5016.640137
	Iteration 19Q: 3 clusters Score -2193670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2193674.250000 Penalty: 5016.640137
	Iteration 20F: 3 clusters Score -2193674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2193681.750000 Penalty: 5016.640137
	Iteration 21Q: 3 clusters Score -2193682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2193683.250000 Penalty: 5016.640137
	Iteration 22Q: 3 clusters Score -2193683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2193686.500000 Penalty: 5016.640137
	Iteration 23Q: 3 clusters Score -2193686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2193694.250000 Penalty: 5016.640137
	Iteration 24Q: 3 clusters Score -2193694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2193698.000000 Penalty: 5016.640137
	Iteration 25Q: 3 clusters Score -2193698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2193705.750000 Penalty: 5016.640137
	Iteration 26Q: 3 clusters Score -2193706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2193710.750000 Penalty: 5016.640137
	Iteration 27Q: 3 clusters Score -2193711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2193719.250000 Penalty: 5016.640137
	Iteration 28Q: 3 clusters Score -2193719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2193725.500000 Penalty: 5016.640137
	Iteration 29Q: 3 clusters Score -2193726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2193729.500000 Penalty: 5016.640137
	Iteration 30Q: 3 clusters Score -2193730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2193733.000000 Penalty: 5016.640137
	Iteration 31Q: 3 clusters Score -2193733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2193733.000000 Penalty: 5016.640137
	Iteration 32Q: 3 clusters Score -2193733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2193733.000000 Penalty: 5016.640137
	Iteration 33F: 3 clusters Score -2193733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -599725.625000 Penalty: 2177.482666
	Iteration 0F: 2 clusters Score -599725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -594169.687500 Penalty: 4354.965332
	Iteration 0F: 3 clusters Score -594169.7 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -595601.437500 Penalty: 4354.965332
	Iteration 1F: 3 clusters Score -595601.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -595863.250000 Penalty: 4354.965332
	Iteration 2F: 3 clusters Score -595863.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -596024.750000 Penalty: 4354.965332
	Iteration 3F: 3 clusters Score -596024.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -596129.875000 Penalty: 4354.965332
	Iteration 4Q: 3 clusters Score -596129.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -596211.562500 Penalty: 4354.965332
	Iteration 5Q: 3 clusters Score -596211.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -596304.500000 Penalty: 4354.965332
	Iteration 6Q: 3 clusters Score -596304.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -596388.625000 Penalty: 4354.965332
	Iteration 7Q: 3 clusters Score -596388.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -596478.625000 Penalty: 4354.965332
	Iteration 8Q: 3 clusters Score -596478.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -596566.062500 Penalty: 4354.965332
	Iteration 9Q: 3 clusters Score -596566.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -596651.750000 Penalty: 4354.965332
	Iteration 10Q: 3 clusters Score -596651.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -596746.750000 Penalty: 4354.965332
	Iteration 11Q: 3 clusters Score -596746.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -596828.625000 Penalty: 4354.965332
	Iteration 12Q: 3 clusters Score -596828.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -596931.875000 Penalty: 4354.965332
	Iteration 13Q: 3 clusters Score -596931.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -597025.875000 Penalty: 4354.965332
	Iteration 14Q: 3 clusters Score -597025.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -597112.500000 Penalty: 4354.965332
	Iteration 15Q: 3 clusters Score -597112.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -597193.437500 Penalty: 4354.965332
	Iteration 16Q: 3 clusters Score -597193.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -597267.312500 Penalty: 4354.965332
	Iteration 17Q: 3 clusters Score -597267.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -597333.875000 Penalty: 4354.965332
	Iteration 18Q: 3 clusters Score -597333.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -597389.250000 Penalty: 4354.965332
	Iteration 19Q: 3 clusters Score -597389.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -597445.937500 Penalty: 4354.965332
	Iteration 20F: 3 clusters Score -597445.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -597495.562500 Penalty: 4354.965332
	Iteration 21Q: 3 clusters Score -597495.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -597545.312500 Penalty: 4354.965332
	Iteration 22Q: 3 clusters Score -597545.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -597591.750000 Penalty: 4354.965332
	Iteration 23Q: 3 clusters Score -597591.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -597632.562500 Penalty: 4354.965332
	Iteration 24Q: 3 clusters Score -597632.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -597674.437500 Penalty: 4354.965332
	Iteration 25Q: 3 clusters Score -597674.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -597703.250000 Penalty: 4354.965332
	Iteration 26Q: 3 clusters Score -597703.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -597718.812500 Penalty: 4354.965332
	Iteration 27Q: 3 clusters Score -597718.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -597733.312500 Penalty: 4354.965332
	Iteration 28Q: 3 clusters Score -597733.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -597743.687500 Penalty: 4354.965332
	Iteration 29Q: 3 clusters Score -597743.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -597751.687500 Penalty: 4354.965332
	Iteration 30Q: 3 clusters Score -597751.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -597759.062500 Penalty: 4354.965332
	Iteration 31Q: 3 clusters Score -597759.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -597768.875000 Penalty: 4354.965332
	Iteration 32Q: 3 clusters Score -597768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -597773.125000 Penalty: 4354.965332
	Iteration 33Q: 3 clusters Score -597773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -597775.562500 Penalty: 4354.965332
	Iteration 34Q: 3 clusters Score -597775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -597778.312500 Penalty: 4354.965332
	Iteration 35Q: 3 clusters Score -597778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -597778.375000 Penalty: 4354.965332
	Iteration 36Q: 3 clusters Score -597778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -597778.375000 Penalty: 4354.965332
	Iteration 37F: 3 clusters Score -597778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -124237.117188 Penalty: 1813.182129
	Iteration 0F: 2 clusters Score -124237.1 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 773 members 
Entering Unmasked Estep 
Score: -121958.351562 Penalty: 3626.364258
	Iteration 0F: 3 clusters Score -121958.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122446.195312 Penalty: 3626.364258
	Iteration 1F: 3 clusters Score -122446.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122656.476562 Penalty: 3626.364258
	Iteration 2F: 3 clusters Score -122656.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -122800.765625 Penalty: 3626.364258
	Iteration 3F: 3 clusters Score -122800.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122937.039062 Penalty: 3626.364258
	Iteration 4F: 3 clusters Score -122937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -123045.898438 Penalty: 3626.364258
	Iteration 5Q: 3 clusters Score -123045.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -123154.375000 Penalty: 3626.364258
	Iteration 6Q: 3 clusters Score -123154.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -123251.851562 Penalty: 3626.364258
	Iteration 7Q: 3 clusters Score -123251.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -123354.585938 Penalty: 3626.364258
	Iteration 8Q: 3 clusters Score -123354.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -123439.820312 Penalty: 3626.364258
	Iteration 9Q: 3 clusters Score -123439.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -123508.203125 Penalty: 3626.364258
	Iteration 10Q: 3 clusters Score -123508.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -123545.171875 Penalty: 3626.364258
	Iteration 11Q: 3 clusters Score -123545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -123563.664062 Penalty: 3626.364258
	Iteration 12Q: 3 clusters Score -123563.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -123570.656250 Penalty: 3626.364258
	Iteration 13Q: 3 clusters Score -123570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -123576.257812 Penalty: 3626.364258
	Iteration 14Q: 3 clusters Score -123576.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -123587.632812 Penalty: 3626.364258
	Iteration 15Q: 3 clusters Score -123587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -123590.085938 Penalty: 3626.364258
	Iteration 16Q: 3 clusters Score -123590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -123593.898438 Penalty: 3626.364258
	Iteration 17Q: 3 clusters Score -123593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -123594.609375 Penalty: 3626.364258
	Iteration 18Q: 3 clusters Score -123594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -123594.609375 Penalty: 3626.364258
	Iteration 19F: 3 clusters Score -123594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23903 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89153 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166225 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135598 members 
Mstep: Class 24 contains 24691 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623456.000000 Penalty: 89408.812500
Iteration 119Q: 27 clusters Score -9.362346e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23883 members 
Mstep: Class 5 contains 33457 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20956 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19281 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 89154 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166229 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441446 members 
Mstep: Class 23 contains 135599 members 
Mstep: Class 24 contains 24692 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623464.000000 Penalty: 89408.812500
Iteration 120F: 27 clusters Score -9.362346e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10562 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23862 members 
Mstep: Class 5 contains 33449 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20959 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19282 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89159 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166231 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441446 members 
Mstep: Class 23 contains 135598 members 
Mstep: Class 24 contains 24692 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623488.000000 Penalty: 89408.812500
Iteration 121Q: 27 clusters Score -9.362349e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10577 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23844 members 
Mstep: Class 5 contains 33440 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20958 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89161 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166234 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441448 members 
Mstep: Class 23 contains 135598 members 
Mstep: Class 24 contains 24693 members 
Mstep: Class 25 contains 6505 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623456.000000 Penalty: 89408.812500
Iteration 122Q: 27 clusters Score -9.362346e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23819 members 
Mstep: Class 5 contains 33432 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20958 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89160 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166244 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135603 members 
Mstep: Class 24 contains 24693 members 
Mstep: Class 25 contains 6506 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623536.000000 Penalty: 89408.812500
Iteration 123Q: 27 clusters Score -9.362354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10609 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23802 members 
Mstep: Class 5 contains 33428 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20957 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89159 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166247 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135606 members 
Mstep: Class 24 contains 24694 members 
Mstep: Class 25 contains 6509 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623528.000000 Penalty: 89408.812500
Iteration 124Q: 27 clusters Score -9.362353e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23787 members 
Mstep: Class 5 contains 33426 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20958 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19285 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89160 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166252 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441447 members 
Mstep: Class 23 contains 135601 members 
Mstep: Class 24 contains 24694 members 
Mstep: Class 25 contains 6513 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623592.000000 Penalty: 89408.812500
Iteration 125Q: 27 clusters Score -9.362359e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10635 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23769 members 
Mstep: Class 5 contains 33424 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20957 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89161 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166257 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441444 members 
Mstep: Class 23 contains 135595 members 
Mstep: Class 24 contains 24694 members 
Mstep: Class 25 contains 6519 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623576.000000 Penalty: 89408.812500
Iteration 126Q: 27 clusters Score -9.362358e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10650 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23747 members 
Mstep: Class 5 contains 33420 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19283 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89164 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 166264 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441445 members 
Mstep: Class 23 contains 135591 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 6523 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623520.000000 Penalty: 89408.812500
Iteration 127Q: 27 clusters Score -9.362352e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23736 members 
Mstep: Class 5 contains 33413 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20953 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19283 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89168 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166271 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135585 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 6526 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623488.000000 Penalty: 89408.812500
Iteration 128Q: 27 clusters Score -9.362349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23732 members 
Mstep: Class 5 contains 33407 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35117 members 
Mstep: Class 12 contains 20951 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19283 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89172 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166271 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135585 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 6528 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623576.000000 Penalty: 89408.812500
Iteration 129Q: 27 clusters Score -9.362358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23724 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89172 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166273 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135587 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 6531 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623568.000000 Penalty: 89408.812500
Iteration 130Q: 27 clusters Score -9.362357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23716 members 
Mstep: Class 5 contains 33400 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19286 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89173 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166270 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441444 members 
Mstep: Class 23 contains 135587 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 6533 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623560.000000 Penalty: 89408.812500
Iteration 131Q: 27 clusters Score -9.362356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23711 members 
Mstep: Class 5 contains 33400 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19286 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89173 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166270 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441444 members 
Mstep: Class 23 contains 135587 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623504.000000 Penalty: 89408.812500
Iteration 132Q: 27 clusters Score -9.36235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23710 members 
Mstep: Class 5 contains 33398 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20948 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19286 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89175 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166266 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441446 members 
Mstep: Class 23 contains 135586 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623520.000000 Penalty: 89408.812500
Iteration 133Q: 27 clusters Score -9.362352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23706 members 
Mstep: Class 5 contains 33396 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20948 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19289 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89176 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166263 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441444 members 
Mstep: Class 23 contains 135586 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623472.000000 Penalty: 89408.812500
Iteration 134Q: 27 clusters Score -9.362347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23701 members 
Mstep: Class 5 contains 33390 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20949 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89176 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166263 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24694 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623528.000000 Penalty: 89408.812500
Iteration 135Q: 27 clusters Score -9.362353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23697 members 
Mstep: Class 5 contains 33388 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20948 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89178 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166259 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441445 members 
Mstep: Class 23 contains 135590 members 
Mstep: Class 24 contains 24694 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 89408.812500
Iteration 136Q: 27 clusters Score -9.36235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10713 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23691 members 
Mstep: Class 5 contains 33387 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89177 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166259 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441445 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24694 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623520.000000 Penalty: 89408.812500
Iteration 137Q: 27 clusters Score -9.362352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23688 members 
Mstep: Class 5 contains 33386 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20949 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89178 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166262 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441445 members 
Mstep: Class 23 contains 135587 members 
Mstep: Class 24 contains 24694 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 89408.812500
Iteration 138Q: 27 clusters Score -9.36235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23684 members 
Mstep: Class 5 contains 33384 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20949 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89181 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166266 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441444 members 
Mstep: Class 23 contains 135586 members 
Mstep: Class 24 contains 24694 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 89408.812500
Iteration 139Q: 27 clusters Score -9.36235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23679 members 
Mstep: Class 5 contains 33382 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20949 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89181 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166270 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135586 members 
Mstep: Class 24 contains 24693 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623488.000000 Penalty: 89408.812500
Iteration 140F: 27 clusters Score -9.362349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23675 members 
Mstep: Class 5 contains 33382 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20947 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89181 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166270 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135586 members 
Mstep: Class 24 contains 24693 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623496.000000 Penalty: 89408.812500
Iteration 141Q: 27 clusters Score -9.36235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23674 members 
Mstep: Class 5 contains 33382 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89181 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 166271 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135586 members 
Mstep: Class 24 contains 24692 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623448.000000 Penalty: 89408.812500
Iteration 142Q: 27 clusters Score -9.362345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23671 members 
Mstep: Class 5 contains 33383 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35116 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89181 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 166272 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441443 members 
Mstep: Class 23 contains 135587 members 
Mstep: Class 24 contains 24690 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623456.000000 Penalty: 89408.812500
Iteration 143Q: 27 clusters Score -9.362346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23664 members 
Mstep: Class 5 contains 33383 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89180 members 
Mstep: Class 18 contains 10727 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623448.000000 Penalty: 89408.812500
Iteration 144Q: 27 clusters Score -9.362345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23661 members 
Mstep: Class 5 contains 33383 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89181 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623456.000000 Penalty: 89408.812500
Iteration 145Q: 27 clusters Score -9.362346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23659 members 
Mstep: Class 5 contains 33384 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89181 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166275 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135588 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623464.000000 Penalty: 89408.812500
Iteration 146Q: 27 clusters Score -9.362346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10739 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23655 members 
Mstep: Class 5 contains 33384 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166276 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 89408.812500
Iteration 147Q: 27 clusters Score -9.362342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23654 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623400.000000 Penalty: 89408.812500
Iteration 148Q: 27 clusters Score -9.36234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23653 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89183 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 89408.812500
Iteration 149Q: 27 clusters Score -9.362342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23653 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 89408.812500
Iteration 150Q: 27 clusters Score -9.362342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23653 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93623416.000000 Penalty: 89408.812500
Iteration 151F: 27 clusters Score -9.362342e+07 nChanged 0
Entering ConstructFrom: 
Score: -93623416.000000 Penalty: 89408.812500
Entering ConstructFrom: 
Trying to split cluster 1 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -104783.492188 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -104783.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -102695.945312 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -102695.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103097.914062 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -103097.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -103280.007812 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -103280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -103374.335938 Penalty: 3536.528809
	Iteration 3Q: 3 clusters Score -103374.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -103462.492188 Penalty: 3536.528809
	Iteration 4Q: 3 clusters Score -103462.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -103586.437500 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -103586.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -103844.437500 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -103844.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104048.828125 Penalty: 3536.528809
	Iteration 7Q: 3 clusters Score -104048.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -104186.015625 Penalty: 3536.528809
	Iteration 8Q: 3 clusters Score -104186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104410.093750 Penalty: 3536.528809
	Iteration 9Q: 3 clusters Score -104410.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104544.640625 Penalty: 3536.528809
	Iteration 10Q: 3 clusters Score -104544.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104652.218750 Penalty: 3536.528809
	Iteration 11Q: 3 clusters Score -104652.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104719.851562 Penalty: 3536.528809
	Iteration 12Q: 3 clusters Score -104719.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104772.414062 Penalty: 3536.528809
	Iteration 13Q: 3 clusters Score -104772.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104845.460938 Penalty: 3536.528809
	Iteration 14Q: 3 clusters Score -104845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104937.992188 Penalty: 3536.528809
	Iteration 15Q: 3 clusters Score -104938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105021.554688 Penalty: 3536.528809
	Iteration 16Q: 3 clusters Score -105021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105062.601562 Penalty: 3536.528809
	Iteration 17Q: 3 clusters Score -105062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105085.421875 Penalty: 3536.528809
	Iteration 18Q: 3 clusters Score -105085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105086.375000 Penalty: 3536.528809
	Iteration 19Q: 3 clusters Score -105086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105086.375000 Penalty: 3536.528809
	Iteration 20F: 3 clusters Score -105086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23653 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 327 members 
Entering Unmasked Estep 
Score: -93621968.000000 Penalty: 92847.609375
Splitting cluster 1 changes total score from -93623416.000000 to -93621968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Entering Unmasked Estep 
Score: -986593.312500 Penalty: 2301.915283
	Iteration 0F: 2 clusters Score -986593.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -978457.375000 Penalty: 4603.830566
	Iteration 0F: 3 clusters Score -978457.4 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -980871.000000 Penalty: 4603.830566
	Iteration 1F: 3 clusters Score -980871 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -981218.625000 Penalty: 4603.830566
	Iteration 2F: 3 clusters Score -981218.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -981459.875000 Penalty: 4603.830566
	Iteration 3F: 3 clusters Score -981459.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -981633.437500 Penalty: 4603.830566
	Iteration 4Q: 3 clusters Score -981633.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -981770.375000 Penalty: 4603.830566
	Iteration 5Q: 3 clusters Score -981770.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -981888.437500 Penalty: 4603.830566
	Iteration 6Q: 3 clusters Score -981888.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -981995.000000 Penalty: 4603.830566
	Iteration 7Q: 3 clusters Score -981995 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -982095.000000 Penalty: 4603.830566
	Iteration 8Q: 3 clusters Score -982095 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -982189.750000 Penalty: 4603.830566
	Iteration 9Q: 3 clusters Score -982189.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -982291.062500 Penalty: 4603.830566
	Iteration 10Q: 3 clusters Score -982291.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -982402.250000 Penalty: 4603.830566
	Iteration 11Q: 3 clusters Score -982402.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -982515.562500 Penalty: 4603.830566
	Iteration 12Q: 3 clusters Score -982515.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -982639.312500 Penalty: 4603.830566
	Iteration 13Q: 3 clusters Score -982639.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -982793.500000 Penalty: 4603.830566
	Iteration 14Q: 3 clusters Score -982793.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -982987.187500 Penalty: 4603.830566
	Iteration 15Q: 3 clusters Score -982987.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -983202.812500 Penalty: 4603.830566
	Iteration 16Q: 3 clusters Score -983202.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -983420.000000 Penalty: 4603.830566
	Iteration 17Q: 3 clusters Score -983420 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -983627.375000 Penalty: 4603.830566
	Iteration 18Q: 3 clusters Score -983627.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -983825.812500 Penalty: 4603.830566
	Iteration 19Q: 3 clusters Score -983825.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -983978.687500 Penalty: 4603.830566
	Iteration 20F: 3 clusters Score -983978.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -984109.187500 Penalty: 4603.830566
	Iteration 21Q: 3 clusters Score -984109.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -984192.062500 Penalty: 4603.830566
	Iteration 22Q: 3 clusters Score -984192.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -984246.875000 Penalty: 4603.830566
	Iteration 23Q: 3 clusters Score -984246.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -984300.812500 Penalty: 4603.830566
	Iteration 24Q: 3 clusters Score -984300.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -984349.875000 Penalty: 4603.830566
	Iteration 25Q: 3 clusters Score -984349.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -984393.812500 Penalty: 4603.830566
	Iteration 26Q: 3 clusters Score -984393.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -984424.437500 Penalty: 4603.830566
	Iteration 27Q: 3 clusters Score -984424.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -984452.500000 Penalty: 4603.830566
	Iteration 28Q: 3 clusters Score -984452.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -984476.500000 Penalty: 4603.830566
	Iteration 29Q: 3 clusters Score -984476.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -984488.375000 Penalty: 4603.830566
	Iteration 30Q: 3 clusters Score -984488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -984499.000000 Penalty: 4603.830566
	Iteration 31Q: 3 clusters Score -984499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -984511.562500 Penalty: 4603.830566
	Iteration 32Q: 3 clusters Score -984511.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -984532.562500 Penalty: 4603.830566
	Iteration 33Q: 3 clusters Score -984532.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -984545.937500 Penalty: 4603.830566
	Iteration 34Q: 3 clusters Score -984545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -984556.375000 Penalty: 4603.830566
	Iteration 35Q: 3 clusters Score -984556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -984560.875000 Penalty: 4603.830566
	Iteration 36Q: 3 clusters Score -984560.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -984569.000000 Penalty: 4603.830566
	Iteration 37Q: 3 clusters Score -984569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -984570.500000 Penalty: 4603.830566
	Iteration 38Q: 3 clusters Score -984570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -984570.500000 Penalty: 4603.830566
	Iteration 39F: 3 clusters Score -984570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -24361.421875 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -24361.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23092.746094 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -23092.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23206.976562 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -23206.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23238.701172 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -23238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23264.101562 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -23264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23334.343750 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -23334.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23359.263672 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -23359.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23377.099609 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -23377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23399.277344 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -23399.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23402.755859 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -23402.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23405.951172 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -23405.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23405.951172 Penalty: 2861.087158
	Iteration 10F: 3 clusters Score -23405.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Entering Unmasked Estep 
Score: -2167118.500000 Penalty: 2497.668701
	Iteration 0F: 2 clusters Score -2167118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2150669.250000 Penalty: 4995.337402
	Iteration 0F: 3 clusters Score -2150669 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2156404.500000 Penalty: 4995.337402
	Iteration 1F: 3 clusters Score -2156404 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2156981.750000 Penalty: 4995.337402
	Iteration 2F: 3 clusters Score -2156982 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2157611.250000 Penalty: 4995.337402
	Iteration 3F: 3 clusters Score -2157611 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2158298.000000 Penalty: 4995.337402
	Iteration 4F: 3 clusters Score -2158298 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2159043.250000 Penalty: 4995.337402
	Iteration 5F: 3 clusters Score -2159043 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2159811.250000 Penalty: 4995.337402
	Iteration 6F: 3 clusters Score -2159811 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2160717.750000 Penalty: 4995.337402
	Iteration 7F: 3 clusters Score -2160718 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2161638.750000 Penalty: 4995.337402
	Iteration 8F: 3 clusters Score -2161639 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2162479.500000 Penalty: 4995.337402
	Iteration 9Q: 3 clusters Score -2162480 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2163136.250000 Penalty: 4995.337402
	Iteration 10Q: 3 clusters Score -2163136 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2163716.750000 Penalty: 4995.337402
	Iteration 11Q: 3 clusters Score -2163717 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2164133.250000 Penalty: 4995.337402
	Iteration 12Q: 3 clusters Score -2164133 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2164457.500000 Penalty: 4995.337402
	Iteration 13Q: 3 clusters Score -2164458 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2164757.250000 Penalty: 4995.337402
	Iteration 14Q: 3 clusters Score -2164757 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2165014.500000 Penalty: 4995.337402
	Iteration 15Q: 3 clusters Score -2165014 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2165178.750000 Penalty: 4995.337402
	Iteration 16Q: 3 clusters Score -2165179 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2165293.250000 Penalty: 4995.337402
	Iteration 17Q: 3 clusters Score -2165293 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2165356.000000 Penalty: 4995.337402
	Iteration 18Q: 3 clusters Score -2165356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2165407.250000 Penalty: 4995.337402
	Iteration 19Q: 3 clusters Score -2165407 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2165457.000000 Penalty: 4995.337402
	Iteration 20F: 3 clusters Score -2165457 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2165477.750000 Penalty: 4995.337402
	Iteration 21Q: 3 clusters Score -2165478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2165502.500000 Penalty: 4995.337402
	Iteration 22Q: 3 clusters Score -2165502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2165527.500000 Penalty: 4995.337402
	Iteration 23Q: 3 clusters Score -2165528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2165538.250000 Penalty: 4995.337402
	Iteration 24Q: 3 clusters Score -2165538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2165545.500000 Penalty: 4995.337402
	Iteration 25Q: 3 clusters Score -2165546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2165554.000000 Penalty: 4995.337402
	Iteration 26Q: 3 clusters Score -2165554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2165557.750000 Penalty: 4995.337402
	Iteration 27Q: 3 clusters Score -2165558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2165567.250000 Penalty: 4995.337402
	Iteration 28Q: 3 clusters Score -2165567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2165577.750000 Penalty: 4995.337402
	Iteration 29Q: 3 clusters Score -2165578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2165587.000000 Penalty: 4995.337402
	Iteration 30Q: 3 clusters Score -2165587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2165584.750000 Penalty: 4995.337402
	Iteration 31Q: 3 clusters Score -2165585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2165596.500000 Penalty: 4995.337402
	Iteration 32Q: 3 clusters Score -2165596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2165596.750000 Penalty: 4995.337402
	Iteration 33Q: 3 clusters Score -2165597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2165605.250000 Penalty: 4995.337402
	Iteration 34Q: 3 clusters Score -2165605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2165608.500000 Penalty: 4995.337402
	Iteration 35Q: 3 clusters Score -2165608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2165608.750000 Penalty: 4995.337402
	Iteration 36Q: 3 clusters Score -2165609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2165616.750000 Penalty: 4995.337402
	Iteration 37Q: 3 clusters Score -2165617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2165617.000000 Penalty: 4995.337402
	Iteration 38Q: 3 clusters Score -2165617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2165617.750000 Penalty: 4995.337402
	Iteration 39Q: 3 clusters Score -2165618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2165621.000000 Penalty: 4995.337402
	Iteration 40F: 3 clusters Score -2165621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2165623.500000 Penalty: 4995.337402
	Iteration 41Q: 3 clusters Score -2165624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2165632.000000 Penalty: 4995.337402
	Iteration 42Q: 3 clusters Score -2165632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2165632.000000 Penalty: 4995.337402
	Iteration 43Q: 3 clusters Score -2165632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2165639.500000 Penalty: 4995.337402
	Iteration 44Q: 3 clusters Score -2165640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2165637.750000 Penalty: 4995.337402
	Iteration 45Q: 3 clusters Score -2165638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2165641.500000 Penalty: 4995.337402
	Iteration 46Q: 3 clusters Score -2165642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2165642.750000 Penalty: 4995.337402
	Iteration 47Q: 3 clusters Score -2165643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2165647.250000 Penalty: 4995.337402
	Iteration 48Q: 3 clusters Score -2165647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2165644.500000 Penalty: 4995.337402
	Iteration 49Q: 3 clusters Score -2165644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2165648.250000 Penalty: 4995.337402
	Iteration 50Q: 3 clusters Score -2165648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2165645.750000 Penalty: 4995.337402
	Iteration 51Q: 3 clusters Score -2165646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2165647.000000 Penalty: 4995.337402
	Iteration 52Q: 3 clusters Score -2165647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2165649.250000 Penalty: 4995.337402
	Iteration 53Q: 3 clusters Score -2165649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2165651.500000 Penalty: 4995.337402
	Iteration 54Q: 3 clusters Score -2165652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2165652.000000 Penalty: 4995.337402
	Iteration 55Q: 3 clusters Score -2165652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2165651.750000 Penalty: 4995.337402
	Iteration 56Q: 3 clusters Score -2165652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2165650.250000 Penalty: 4995.337402
	Iteration 57Q: 3 clusters Score -2165650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2165650.250000 Penalty: 4995.337402
	Iteration 58F: 3 clusters Score -2165650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Entering Unmasked Estep 
Score: -3061172.250000 Penalty: 2583.133789
	Iteration 0F: 2 clusters Score -3061172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3038343.500000 Penalty: 5166.267578
	Iteration 0F: 3 clusters Score -3038344 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3046625.500000 Penalty: 5166.267578
	Iteration 1F: 3 clusters Score -3046626 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3047119.000000 Penalty: 5166.267578
	Iteration 2Q: 3 clusters Score -3047119 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3047576.500000 Penalty: 5166.267578
	Iteration 3Q: 3 clusters Score -3047576 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3048062.750000 Penalty: 5166.267578
	Iteration 4Q: 3 clusters Score -3048063 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3048656.500000 Penalty: 5166.267578
	Iteration 5Q: 3 clusters Score -3048656 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3049480.000000 Penalty: 5166.267578
	Iteration 6Q: 3 clusters Score -3049480 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3050580.250000 Penalty: 5166.267578
	Iteration 7F: 3 clusters Score -3050580 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3051962.000000 Penalty: 5166.267578
	Iteration 8F: 3 clusters Score -3051962 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3053490.750000 Penalty: 5166.267578
	Iteration 9F: 3 clusters Score -3053491 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3055022.250000 Penalty: 5166.267578
	Iteration 10F: 3 clusters Score -3055022 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3056374.750000 Penalty: 5166.267578
	Iteration 11Q: 3 clusters Score -3056375 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3057403.000000 Penalty: 5166.267578
	Iteration 12Q: 3 clusters Score -3057403 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3058068.250000 Penalty: 5166.267578
	Iteration 13Q: 3 clusters Score -3058068 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3058466.000000 Penalty: 5166.267578
	Iteration 14Q: 3 clusters Score -3058466 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3058645.750000 Penalty: 5166.267578
	Iteration 15Q: 3 clusters Score -3058646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3058740.250000 Penalty: 5166.267578
	Iteration 16Q: 3 clusters Score -3058740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3058797.750000 Penalty: 5166.267578
	Iteration 17Q: 3 clusters Score -3058798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3058833.250000 Penalty: 5166.267578
	Iteration 18Q: 3 clusters Score -3058833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3058865.000000 Penalty: 5166.267578
	Iteration 19Q: 3 clusters Score -3058865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3058883.000000 Penalty: 5166.267578
	Iteration 20F: 3 clusters Score -3058883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3058896.500000 Penalty: 5166.267578
	Iteration 21Q: 3 clusters Score -3058896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3058905.750000 Penalty: 5166.267578
	Iteration 22Q: 3 clusters Score -3058906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3058908.500000 Penalty: 5166.267578
	Iteration 23Q: 3 clusters Score -3058908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3058916.000000 Penalty: 5166.267578
	Iteration 24Q: 3 clusters Score -3058916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3058917.000000 Penalty: 5166.267578
	Iteration 25Q: 3 clusters Score -3058917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3058924.250000 Penalty: 5166.267578
	Iteration 26Q: 3 clusters Score -3058924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3058924.250000 Penalty: 5166.267578
	Iteration 27F: 3 clusters Score -3058924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -28906.886719 Penalty: 1493.814941
	Iteration 0F: 2 clusters Score -28906.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27529.847656 Penalty: 2987.629883
	Iteration 0F: 3 clusters Score -27529.85 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27759.875000 Penalty: 2987.629883
	Iteration 1F: 3 clusters Score -27759.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27826.753906 Penalty: 2987.629883
	Iteration 2F: 3 clusters Score -27826.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27851.474609 Penalty: 2987.629883
	Iteration 3Q: 3 clusters Score -27851.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27865.068359 Penalty: 2987.629883
	Iteration 4Q: 3 clusters Score -27865.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27873.986328 Penalty: 2987.629883
	Iteration 5Q: 3 clusters Score -27873.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27873.986328 Penalty: 2987.629883
	Iteration 6F: 3 clusters Score -27873.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -393692.500000 Penalty: 2085.029785
	Iteration 0F: 2 clusters Score -393692.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -389556.812500 Penalty: 4170.059570
	Iteration 0F: 3 clusters Score -389556.8 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -390502.625000 Penalty: 4170.059570
	Iteration 1F: 3 clusters Score -390502.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -390689.187500 Penalty: 4170.059570
	Iteration 2F: 3 clusters Score -390689.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -390801.718750 Penalty: 4170.059570
	Iteration 3Q: 3 clusters Score -390801.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -390873.406250 Penalty: 4170.059570
	Iteration 4Q: 3 clusters Score -390873.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -390915.718750 Penalty: 4170.059570
	Iteration 5Q: 3 clusters Score -390915.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -390940.781250 Penalty: 4170.059570
	Iteration 6Q: 3 clusters Score -390940.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -390966.312500 Penalty: 4170.059570
	Iteration 7Q: 3 clusters Score -390966.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -390985.937500 Penalty: 4170.059570
	Iteration 8Q: 3 clusters Score -390985.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -390998.281250 Penalty: 4170.059570
	Iteration 9Q: 3 clusters Score -390998.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -391011.093750 Penalty: 4170.059570
	Iteration 10Q: 3 clusters Score -391011.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -391030.125000 Penalty: 4170.059570
	Iteration 11Q: 3 clusters Score -391030.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -391044.906250 Penalty: 4170.059570
	Iteration 12Q: 3 clusters Score -391044.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -391060.562500 Penalty: 4170.059570
	Iteration 13Q: 3 clusters Score -391060.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -391082.250000 Penalty: 4170.059570
	Iteration 14Q: 3 clusters Score -391082.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -391103.406250 Penalty: 4170.059570
	Iteration 15Q: 3 clusters Score -391103.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -391121.843750 Penalty: 4170.059570
	Iteration 16Q: 3 clusters Score -391121.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -391141.031250 Penalty: 4170.059570
	Iteration 17Q: 3 clusters Score -391141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -391161.531250 Penalty: 4170.059570
	Iteration 18Q: 3 clusters Score -391161.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -391176.406250 Penalty: 4170.059570
	Iteration 19Q: 3 clusters Score -391176.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -391190.906250 Penalty: 4170.059570
	Iteration 20F: 3 clusters Score -391190.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -391204.718750 Penalty: 4170.059570
	Iteration 21Q: 3 clusters Score -391204.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -391216.593750 Penalty: 4170.059570
	Iteration 22Q: 3 clusters Score -391216.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -391230.250000 Penalty: 4170.059570
	Iteration 23Q: 3 clusters Score -391230.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -391242.250000 Penalty: 4170.059570
	Iteration 24Q: 3 clusters Score -391242.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -391250.625000 Penalty: 4170.059570
	Iteration 25Q: 3 clusters Score -391250.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -391260.406250 Penalty: 4170.059570
	Iteration 26Q: 3 clusters Score -391260.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -391271.406250 Penalty: 4170.059570
	Iteration 27Q: 3 clusters Score -391271.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -391286.625000 Penalty: 4170.059570
	Iteration 28Q: 3 clusters Score -391286.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -391300.687500 Penalty: 4170.059570
	Iteration 29Q: 3 clusters Score -391300.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -391312.687500 Penalty: 4170.059570
	Iteration 30Q: 3 clusters Score -391312.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -391325.687500 Penalty: 4170.059570
	Iteration 31Q: 3 clusters Score -391325.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -391339.093750 Penalty: 4170.059570
	Iteration 32Q: 3 clusters Score -391339.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -391353.343750 Penalty: 4170.059570
	Iteration 33Q: 3 clusters Score -391353.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -391366.062500 Penalty: 4170.059570
	Iteration 34Q: 3 clusters Score -391366.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -391382.000000 Penalty: 4170.059570
	Iteration 35Q: 3 clusters Score -391382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -391396.218750 Penalty: 4170.059570
	Iteration 36Q: 3 clusters Score -391396.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -391413.781250 Penalty: 4170.059570
	Iteration 37Q: 3 clusters Score -391413.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -391432.562500 Penalty: 4170.059570
	Iteration 38Q: 3 clusters Score -391432.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -391450.531250 Penalty: 4170.059570
	Iteration 39Q: 3 clusters Score -391450.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -391465.718750 Penalty: 4170.059570
	Iteration 40F: 3 clusters Score -391465.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -391482.156250 Penalty: 4170.059570
	Iteration 41Q: 3 clusters Score -391482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -391492.875000 Penalty: 4170.059570
	Iteration 42Q: 3 clusters Score -391492.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -391500.406250 Penalty: 4170.059570
	Iteration 43Q: 3 clusters Score -391500.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -391513.937500 Penalty: 4170.059570
	Iteration 44Q: 3 clusters Score -391513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -391526.281250 Penalty: 4170.059570
	Iteration 45Q: 3 clusters Score -391526.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -391539.468750 Penalty: 4170.059570
	Iteration 46Q: 3 clusters Score -391539.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -391554.625000 Penalty: 4170.059570
	Iteration 47Q: 3 clusters Score -391554.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -391567.218750 Penalty: 4170.059570
	Iteration 48Q: 3 clusters Score -391567.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -391580.375000 Penalty: 4170.059570
	Iteration 49Q: 3 clusters Score -391580.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -391592.718750 Penalty: 4170.059570
	Iteration 50Q: 3 clusters Score -391592.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -391606.031250 Penalty: 4170.059570
	Iteration 51Q: 3 clusters Score -391606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -391620.156250 Penalty: 4170.059570
	Iteration 52Q: 3 clusters Score -391620.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -391635.531250 Penalty: 4170.059570
	Iteration 53Q: 3 clusters Score -391635.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -391646.093750 Penalty: 4170.059570
	Iteration 54Q: 3 clusters Score -391646.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -391656.375000 Penalty: 4170.059570
	Iteration 55Q: 3 clusters Score -391656.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -391669.406250 Penalty: 4170.059570
	Iteration 56Q: 3 clusters Score -391669.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -391676.500000 Penalty: 4170.059570
	Iteration 57Q: 3 clusters Score -391676.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -391685.625000 Penalty: 4170.059570
	Iteration 58Q: 3 clusters Score -391685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -391704.031250 Penalty: 4170.059570
	Iteration 59Q: 3 clusters Score -391704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -391729.187500 Penalty: 4170.059570
	Iteration 60F: 3 clusters Score -391729.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -391744.031250 Penalty: 4170.059570
	Iteration 61Q: 3 clusters Score -391744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -391753.531250 Penalty: 4170.059570
	Iteration 62Q: 3 clusters Score -391753.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -391767.875000 Penalty: 4170.059570
	Iteration 63Q: 3 clusters Score -391767.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -391774.343750 Penalty: 4170.059570
	Iteration 64Q: 3 clusters Score -391774.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -391783.812500 Penalty: 4170.059570
	Iteration 65Q: 3 clusters Score -391783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -391788.937500 Penalty: 4170.059570
	Iteration 66Q: 3 clusters Score -391788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -391793.625000 Penalty: 4170.059570
	Iteration 67Q: 3 clusters Score -391793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -391797.812500 Penalty: 4170.059570
	Iteration 68Q: 3 clusters Score -391797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -391800.718750 Penalty: 4170.059570
	Iteration 69Q: 3 clusters Score -391800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -391805.437500 Penalty: 4170.059570
	Iteration 70Q: 3 clusters Score -391805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -391806.062500 Penalty: 4170.059570
	Iteration 71Q: 3 clusters Score -391806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -391809.312500 Penalty: 4170.059570
	Iteration 72Q: 3 clusters Score -391809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -391814.281250 Penalty: 4170.059570
	Iteration 73Q: 3 clusters Score -391814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -391821.750000 Penalty: 4170.059570
	Iteration 74Q: 3 clusters Score -391821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -391829.031250 Penalty: 4170.059570
	Iteration 75Q: 3 clusters Score -391829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -391837.468750 Penalty: 4170.059570
	Iteration 76Q: 3 clusters Score -391837.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -391845.531250 Penalty: 4170.059570
	Iteration 77Q: 3 clusters Score -391845.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -391852.718750 Penalty: 4170.059570
	Iteration 78Q: 3 clusters Score -391852.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -391861.062500 Penalty: 4170.059570
	Iteration 79Q: 3 clusters Score -391861.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -391867.375000 Penalty: 4170.059570
	Iteration 80F: 3 clusters Score -391867.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -391874.687500 Penalty: 4170.059570
	Iteration 81Q: 3 clusters Score -391874.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -391883.781250 Penalty: 4170.059570
	Iteration 82Q: 3 clusters Score -391883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -391891.687500 Penalty: 4170.059570
	Iteration 83Q: 3 clusters Score -391891.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -391898.468750 Penalty: 4170.059570
	Iteration 84Q: 3 clusters Score -391898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -391901.843750 Penalty: 4170.059570
	Iteration 85Q: 3 clusters Score -391901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -391905.000000 Penalty: 4170.059570
	Iteration 86Q: 3 clusters Score -391905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -391905.843750 Penalty: 4170.059570
	Iteration 87Q: 3 clusters Score -391905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -391907.375000 Penalty: 4170.059570
	Iteration 88Q: 3 clusters Score -391907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -391913.250000 Penalty: 4170.059570
	Iteration 89Q: 3 clusters Score -391913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -391915.375000 Penalty: 4170.059570
	Iteration 90Q: 3 clusters Score -391915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -391915.937500 Penalty: 4170.059570
	Iteration 91Q: 3 clusters Score -391915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -391915.937500 Penalty: 4170.059570
	Iteration 92F: 3 clusters Score -391915.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -56645.550781 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -56645.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -54996.878906 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -54996.88 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55390.636719 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -55390.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -55699.726562 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -55699.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56109.015625 Penalty: 3295.965088
	Iteration 3F: 3 clusters Score -56109.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56479.253906 Penalty: 3295.965088
	Iteration 4F: 3 clusters Score -56479.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56811.582031 Penalty: 3295.965088
	Iteration 5F: 3 clusters Score -56811.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56953.562500 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -56953.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57070.593750 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -57070.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57106.269531 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -57106.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57115.093750 Penalty: 3295.965088
	Iteration 9F: 3 clusters Score -57115.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57160.527344 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -57160.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57160.527344 Penalty: 3295.965088
	Iteration 11F: 3 clusters Score -57160.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23653 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 309 members 
Entering Unmasked Estep 
Score: -93622232.000000 Penalty: 92847.609375
Splitting cluster 8 changes total score from -93623416.000000 to -93622232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -125545.835938 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -125545.8 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 776 members 
Entering Unmasked Estep 
Score: -123207.031250 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -123207 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123568.359375 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -123568.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123708.906250 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -123708.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -123906.531250 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -123906.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -124297.406250 Penalty: 3633.600586
	Iteration 4F: 3 clusters Score -124297.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -124719.531250 Penalty: 3633.600586
	Iteration 5F: 3 clusters Score -124719.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -124945.078125 Penalty: 3633.600586
	Iteration 6F: 3 clusters Score -124945.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -125083.531250 Penalty: 3633.600586
	Iteration 7F: 3 clusters Score -125083.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -125155.109375 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -125155.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -125213.101562 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -125213.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -125271.171875 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -125271.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -125314.117188 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -125314.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -125347.750000 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -125347.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -125380.992188 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -125381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -125442.390625 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -125442.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -125516.320312 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -125516.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -125552.554688 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -125552.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -125579.250000 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -125579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -125614.265625 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -125614.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -125649.273438 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -125649.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -125668.125000 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -125668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -125672.937500 Penalty: 3633.600586
	Iteration 21Q: 3 clusters Score -125672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -125672.937500 Penalty: 3633.600586
	Iteration 22F: 3 clusters Score -125672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23653 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 1152 members 
Entering Unmasked Estep 
Score: -93621792.000000 Penalty: 92847.609375
Splitting cluster 9 changes total score from -93623416.000000 to -93621792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -199517.578125 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -199517.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -196750.093750 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -196750.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -197279.687500 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -197279.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -197448.421875 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -197448.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -197540.203125 Penalty: 3828.908691
	Iteration 3F: 3 clusters Score -197540.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -197600.531250 Penalty: 3828.908691
	Iteration 4Q: 3 clusters Score -197600.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -197646.187500 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -197646.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -197696.125000 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -197696.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -197756.609375 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -197756.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197793.734375 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -197793.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -197825.203125 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -197825.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -197857.093750 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -197857.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -197881.937500 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -197881.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -197903.718750 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -197903.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -197927.812500 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -197927.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -197947.640625 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -197947.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -197970.609375 Penalty: 3828.908691
	Iteration 15Q: 3 clusters Score -197970.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -197995.609375 Penalty: 3828.908691
	Iteration 16Q: 3 clusters Score -197995.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198012.812500 Penalty: 3828.908691
	Iteration 17Q: 3 clusters Score -198012.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -198036.156250 Penalty: 3828.908691
	Iteration 18Q: 3 clusters Score -198036.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -198054.875000 Penalty: 3828.908691
	Iteration 19Q: 3 clusters Score -198054.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -198083.250000 Penalty: 3828.908691
	Iteration 20F: 3 clusters Score -198083.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -198107.328125 Penalty: 3828.908691
	Iteration 21Q: 3 clusters Score -198107.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -198121.828125 Penalty: 3828.908691
	Iteration 22Q: 3 clusters Score -198121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -198132.531250 Penalty: 3828.908691
	Iteration 23Q: 3 clusters Score -198132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -198140.718750 Penalty: 3828.908691
	Iteration 24Q: 3 clusters Score -198140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -198147.015625 Penalty: 3828.908691
	Iteration 25Q: 3 clusters Score -198147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -198155.703125 Penalty: 3828.908691
	Iteration 26Q: 3 clusters Score -198155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -198159.281250 Penalty: 3828.908691
	Iteration 27Q: 3 clusters Score -198159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -198161.812500 Penalty: 3828.908691
	Iteration 28Q: 3 clusters Score -198161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198162.546875 Penalty: 3828.908691
	Iteration 29Q: 3 clusters Score -198162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -198163.390625 Penalty: 3828.908691
	Iteration 30Q: 3 clusters Score -198163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -198165.875000 Penalty: 3828.908691
	Iteration 31Q: 3 clusters Score -198165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -198168.781250 Penalty: 3828.908691
	Iteration 32Q: 3 clusters Score -198168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -198169.921875 Penalty: 3828.908691
	Iteration 33Q: 3 clusters Score -198169.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -198169.921875 Penalty: 3828.908691
	Iteration 34F: 3 clusters Score -198169.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Entering Unmasked Estep 
Score: -3330894.500000 Penalty: 2595.663330
	Iteration 0F: 2 clusters Score -3330894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3306966.500000 Penalty: 5191.326660
	Iteration 0F: 3 clusters Score -3306966 nChanged 15942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3315520.500000 Penalty: 5191.326660
	Iteration 1F: 3 clusters Score -3315520 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3315914.250000 Penalty: 5191.326660
	Iteration 2Q: 3 clusters Score -3315914 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3316246.750000 Penalty: 5191.326660
	Iteration 3Q: 3 clusters Score -3316247 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3316618.500000 Penalty: 5191.326660
	Iteration 4Q: 3 clusters Score -3316618 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3316967.750000 Penalty: 5191.326660
	Iteration 5Q: 3 clusters Score -3316968 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3317412.000000 Penalty: 5191.326660
	Iteration 6Q: 3 clusters Score -3317412 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3318005.750000 Penalty: 5191.326660
	Iteration 7Q: 3 clusters Score -3318006 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3318918.750000 Penalty: 5191.326660
	Iteration 8F: 3 clusters Score -3318919 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3320243.000000 Penalty: 5191.326660
	Iteration 9F: 3 clusters Score -3320243 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3322083.000000 Penalty: 5191.326660
	Iteration 10F: 3 clusters Score -3322083 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3324068.000000 Penalty: 5191.326660
	Iteration 11F: 3 clusters Score -3324068 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3325785.250000 Penalty: 5191.326660
	Iteration 12F: 3 clusters Score -3325785 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3327092.000000 Penalty: 5191.326660
	Iteration 13Q: 3 clusters Score -3327092 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3327859.000000 Penalty: 5191.326660
	Iteration 14Q: 3 clusters Score -3327859 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3328253.000000 Penalty: 5191.326660
	Iteration 15Q: 3 clusters Score -3328253 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3328422.750000 Penalty: 5191.326660
	Iteration 16Q: 3 clusters Score -3328423 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3328534.250000 Penalty: 5191.326660
	Iteration 17Q: 3 clusters Score -3328534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3328607.000000 Penalty: 5191.326660
	Iteration 18Q: 3 clusters Score -3328607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3328636.750000 Penalty: 5191.326660
	Iteration 19Q: 3 clusters Score -3328637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3328671.750000 Penalty: 5191.326660
	Iteration 20F: 3 clusters Score -3328672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3328702.500000 Penalty: 5191.326660
	Iteration 21Q: 3 clusters Score -3328702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3328719.250000 Penalty: 5191.326660
	Iteration 22Q: 3 clusters Score -3328719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3328722.250000 Penalty: 5191.326660
	Iteration 23Q: 3 clusters Score -3328722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3328729.750000 Penalty: 5191.326660
	Iteration 24Q: 3 clusters Score -3328730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3328735.750000 Penalty: 5191.326660
	Iteration 25Q: 3 clusters Score -3328736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3328741.750000 Penalty: 5191.326660
	Iteration 26Q: 3 clusters Score -3328742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3328747.500000 Penalty: 5191.326660
	Iteration 27Q: 3 clusters Score -3328748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3328743.750000 Penalty: 5191.326660
	Iteration 28Q: 3 clusters Score -3328744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3328745.000000 Penalty: 5191.326660
	Iteration 29Q: 3 clusters Score -3328745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3328745.000000 Penalty: 5191.326660
	Iteration 30F: 3 clusters Score -3328745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Entering Unmasked Estep 
Score: -1750670.375000 Penalty: 2467.526367
	Iteration 0F: 2 clusters Score -1750670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1735986.750000 Penalty: 4935.052734
	Iteration 0F: 3 clusters Score -1735987 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1741107.875000 Penalty: 4935.052734
	Iteration 1F: 3 clusters Score -1741108 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1741735.750000 Penalty: 4935.052734
	Iteration 2F: 3 clusters Score -1741736 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1742323.000000 Penalty: 4935.052734
	Iteration 3F: 3 clusters Score -1742323 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1742906.625000 Penalty: 4935.052734
	Iteration 4F: 3 clusters Score -1742907 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1743475.750000 Penalty: 4935.052734
	Iteration 5F: 3 clusters Score -1743476 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1744041.625000 Penalty: 4935.052734
	Iteration 6F: 3 clusters Score -1744042 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1744653.250000 Penalty: 4935.052734
	Iteration 7Q: 3 clusters Score -1744653 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1745367.625000 Penalty: 4935.052734
	Iteration 8Q: 3 clusters Score -1745368 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1746170.375000 Penalty: 4935.052734
	Iteration 9F: 3 clusters Score -1746170 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1746994.000000 Penalty: 4935.052734
	Iteration 10Q: 3 clusters Score -1746994 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1747677.750000 Penalty: 4935.052734
	Iteration 11Q: 3 clusters Score -1747678 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1748210.000000 Penalty: 4935.052734
	Iteration 12Q: 3 clusters Score -1748210 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1748681.750000 Penalty: 4935.052734
	Iteration 13Q: 3 clusters Score -1748682 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1749077.375000 Penalty: 4935.052734
	Iteration 14Q: 3 clusters Score -1749077 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1749426.125000 Penalty: 4935.052734
	Iteration 15Q: 3 clusters Score -1749426 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1749645.000000 Penalty: 4935.052734
	Iteration 16Q: 3 clusters Score -1749645 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1749743.125000 Penalty: 4935.052734
	Iteration 17Q: 3 clusters Score -1749743 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1749798.000000 Penalty: 4935.052734
	Iteration 18Q: 3 clusters Score -1749798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1749823.875000 Penalty: 4935.052734
	Iteration 19Q: 3 clusters Score -1749824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1749829.750000 Penalty: 4935.052734
	Iteration 20F: 3 clusters Score -1749830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1749837.500000 Penalty: 4935.052734
	Iteration 21Q: 3 clusters Score -1749838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1749849.000000 Penalty: 4935.052734
	Iteration 22Q: 3 clusters Score -1749849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1749857.375000 Penalty: 4935.052734
	Iteration 23Q: 3 clusters Score -1749857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1749861.875000 Penalty: 4935.052734
	Iteration 24Q: 3 clusters Score -1749862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1749871.875000 Penalty: 4935.052734
	Iteration 25Q: 3 clusters Score -1749872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1749871.375000 Penalty: 4935.052734
	Iteration 26Q: 3 clusters Score -1749871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1749871.500000 Penalty: 4935.052734
	Iteration 27Q: 3 clusters Score -1749872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1749879.250000 Penalty: 4935.052734
	Iteration 28Q: 3 clusters Score -1749879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1749880.375000 Penalty: 4935.052734
	Iteration 29Q: 3 clusters Score -1749880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1749879.750000 Penalty: 4935.052734
	Iteration 30Q: 3 clusters Score -1749880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1749879.125000 Penalty: 4935.052734
	Iteration 31Q: 3 clusters Score -1749879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1749876.500000 Penalty: 4935.052734
	Iteration 32Q: 3 clusters Score -1749876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1749878.250000 Penalty: 4935.052734
	Iteration 33Q: 3 clusters Score -1749878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1749877.750000 Penalty: 4935.052734
	Iteration 34Q: 3 clusters Score -1749878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1749882.000000 Penalty: 4935.052734
	Iteration 35Q: 3 clusters Score -1749882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1749883.375000 Penalty: 4935.052734
	Iteration 36Q: 3 clusters Score -1749883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1749876.000000 Penalty: 4935.052734
	Iteration 37Q: 3 clusters Score -1749876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1749879.375000 Penalty: 4935.052734
	Iteration 38Q: 3 clusters Score -1749879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1749886.250000 Penalty: 4935.052734
	Iteration 39Q: 3 clusters Score -1749886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1749880.875000 Penalty: 4935.052734
	Iteration 40F: 3 clusters Score -1749881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1749880.000000 Penalty: 4935.052734
	Iteration 41Q: 3 clusters Score -1749880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1749884.125000 Penalty: 4935.052734
	Iteration 42Q: 3 clusters Score -1749884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1749887.125000 Penalty: 4935.052734
	Iteration 43Q: 3 clusters Score -1749887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1749882.125000 Penalty: 4935.052734
	Iteration 44Q: 3 clusters Score -1749882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1749883.500000 Penalty: 4935.052734
	Iteration 45Q: 3 clusters Score -1749884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1749882.500000 Penalty: 4935.052734
	Iteration 46Q: 3 clusters Score -1749882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1749885.000000 Penalty: 4935.052734
	Iteration 47Q: 3 clusters Score -1749885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1749887.000000 Penalty: 4935.052734
	Iteration 48Q: 3 clusters Score -1749887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1749885.625000 Penalty: 4935.052734
	Iteration 49Q: 3 clusters Score -1749886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1749885.625000 Penalty: 4935.052734
	Iteration 50F: 3 clusters Score -1749886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -98556.968750 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -98556.97 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 597 members 
Entering Unmasked Estep 
Score: -96543.898438 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -96543.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -97016.351562 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -97016.35 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97308.429688 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -97308.43 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -97560.015625 Penalty: 3521.613525
	Iteration 3F: 3 clusters Score -97560.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97751.812500 Penalty: 3521.613525
	Iteration 4F: 3 clusters Score -97751.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97910.257812 Penalty: 3521.613525
	Iteration 5Q: 3 clusters Score -97910.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98056.804688 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -98056.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -98156.429688 Penalty: 3521.613525
	Iteration 7Q: 3 clusters Score -98156.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98224.570312 Penalty: 3521.613525
	Iteration 8Q: 3 clusters Score -98224.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98257.382812 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -98257.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -98334.250000 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -98334.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -98401.195312 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -98401.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98480.078125 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -98480.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98524.710938 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -98524.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98583.101562 Penalty: 3521.613525
	Iteration 14Q: 3 clusters Score -98583.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98636.515625 Penalty: 3521.613525
	Iteration 15Q: 3 clusters Score -98636.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98658.195312 Penalty: 3521.613525
	Iteration 16Q: 3 clusters Score -98658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -98674.671875 Penalty: 3521.613525
	Iteration 17Q: 3 clusters Score -98674.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98687.750000 Penalty: 3521.613525
	Iteration 18Q: 3 clusters Score -98687.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98687.750000 Penalty: 3521.613525
	Iteration 19F: 3 clusters Score -98687.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 23653 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 166274 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 441442 members 
Mstep: Class 23 contains 135589 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 519 members 
Entering Unmasked Estep 
Score: -93621568.000000 Penalty: 92847.609375
Splitting cluster 13 changes total score from -93623416.000000 to -93621568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -399351.781250 Penalty: 2094.052979
	Iteration 0F: 2 clusters Score -399351.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -395020.031250 Penalty: 4188.105957
	Iteration 0F: 3 clusters Score -395020 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -396048.625000 Penalty: 4188.105957
	Iteration 1F: 3 clusters Score -396048.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -396300.437500 Penalty: 4188.105957
	Iteration 2F: 3 clusters Score -396300.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -396473.250000 Penalty: 4188.105957
	Iteration 3F: 3 clusters Score -396473.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -396595.937500 Penalty: 4188.105957
	Iteration 4Q: 3 clusters Score -396595.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -396716.093750 Penalty: 4188.105957
	Iteration 5Q: 3 clusters Score -396716.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -396834.187500 Penalty: 4188.105957
	Iteration 6Q: 3 clusters Score -396834.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -396931.062500 Penalty: 4188.105957
	Iteration 7Q: 3 clusters Score -396931.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -397003.000000 Penalty: 4188.105957
	Iteration 8Q: 3 clusters Score -397003 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -397077.343750 Penalty: 4188.105957
	Iteration 9Q: 3 clusters Score -397077.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -397148.156250 Penalty: 4188.105957
	Iteration 10Q: 3 clusters Score -397148.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -397213.218750 Penalty: 4188.105957
	Iteration 11Q: 3 clusters Score -397213.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -397279.093750 Penalty: 4188.105957
	Iteration 12Q: 3 clusters Score -397279.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -397343.625000 Penalty: 4188.105957
	Iteration 13Q: 3 clusters Score -397343.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -397402.812500 Penalty: 4188.105957
	Iteration 14Q: 3 clusters Score -397402.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -397454.906250 Penalty: 4188.105957
	Iteration 15Q: 3 clusters Score -397454.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -397507.468750 Penalty: 4188.105957
	Iteration 16Q: 3 clusters Score -397507.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -397543.031250 Penalty: 4188.105957
	Iteration 17Q: 3 clusters Score -397543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -397577.750000 Penalty: 4188.105957
	Iteration 18Q: 3 clusters Score -397577.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -397601.312500 Penalty: 4188.105957
	Iteration 19Q: 3 clusters Score -397601.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -397614.125000 Penalty: 4188.105957
	Iteration 20F: 3 clusters Score -397614.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -397625.093750 Penalty: 4188.105957
	Iteration 21Q: 3 clusters Score -397625.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -397632.906250 Penalty: 4188.105957
	Iteration 22Q: 3 clusters Score -397632.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -397642.625000 Penalty: 4188.105957
	Iteration 23Q: 3 clusters Score -397642.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -397651.718750 Penalty: 4188.105957
	Iteration 24Q: 3 clusters Score -397651.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -397661.937500 Penalty: 4188.105957
	Iteration 25Q: 3 clusters Score -397661.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -397669.500000 Penalty: 4188.105957
	Iteration 26Q: 3 clusters Score -397669.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -397677.312500 Penalty: 4188.105957
	Iteration 27Q: 3 clusters Score -397677.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -397682.937500 Penalty: 4188.105957
	Iteration 28Q: 3 clusters Score -397682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -397687.093750 Penalty: 4188.105957
	Iteration 29Q: 3 clusters Score -397687.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -397691.343750 Penalty: 4188.105957
	Iteration 30Q: 3 clusters Score -397691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -397696.781250 Penalty: 4188.105957
	Iteration 31Q: 3 clusters Score -397696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -397701.562500 Penalty: 4188.105957
	Iteration 32Q: 3 clusters Score -397701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -397706.281250 Penalty: 4188.105957
	Iteration 33Q: 3 clusters Score -397706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -397710.156250 Penalty: 4188.105957
	Iteration 34Q: 3 clusters Score -397710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -397712.093750 Penalty: 4188.105957
	Iteration 35Q: 3 clusters Score -397712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -397712.656250 Penalty: 4188.105957
	Iteration 36Q: 3 clusters Score -397712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -397713.062500 Penalty: 4188.105957
	Iteration 37Q: 3 clusters Score -397713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -397713.625000 Penalty: 4188.105957
	Iteration 38Q: 3 clusters Score -397713.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -397713.625000 Penalty: 4188.105957
	Iteration 39F: 3 clusters Score -397713.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -1662246.000000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -1662246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1648664.125000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -1648664 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1653244.500000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -1653244 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1653700.500000 Penalty: 4894.227051
	Iteration 2F: 3 clusters Score -1653700 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1654150.375000 Penalty: 4894.227051
	Iteration 3F: 3 clusters Score -1654150 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1654558.875000 Penalty: 4894.227051
	Iteration 4Q: 3 clusters Score -1654559 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1654947.250000 Penalty: 4894.227051
	Iteration 5Q: 3 clusters Score -1654947 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1655338.625000 Penalty: 4894.227051
	Iteration 6Q: 3 clusters Score -1655339 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1655742.875000 Penalty: 4894.227051
	Iteration 7Q: 3 clusters Score -1655743 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1656154.625000 Penalty: 4894.227051
	Iteration 8Q: 3 clusters Score -1656155 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1656543.250000 Penalty: 4894.227051
	Iteration 9Q: 3 clusters Score -1656543 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1656938.500000 Penalty: 4894.227051
	Iteration 10Q: 3 clusters Score -1656938 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1657341.000000 Penalty: 4894.227051
	Iteration 11Q: 3 clusters Score -1657341 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1657732.875000 Penalty: 4894.227051
	Iteration 12Q: 3 clusters Score -1657733 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1658143.750000 Penalty: 4894.227051
	Iteration 13Q: 3 clusters Score -1658144 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1658572.875000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -1658573 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1658958.875000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -1658959 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1659285.250000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -1659285 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1659550.500000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -1659550 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1659772.500000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -1659772 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1659953.000000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -1659953 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1660131.750000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -1660132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1660275.125000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -1660275 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1660379.375000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -1660379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1660427.500000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -1660428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1660474.250000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -1660474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1660515.125000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -1660515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1660533.625000 Penalty: 4894.227051
	Iteration 26Q: 3 clusters Score -1660534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1660544.750000 Penalty: 4894.227051
	Iteration 27Q: 3 clusters Score -1660545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1660551.125000 Penalty: 4894.227051
	Iteration 28Q: 3 clusters Score -1660551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1660550.250000 Penalty: 4894.227051
	Iteration 29Q: 3 clusters Score -1660550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1660549.625000 Penalty: 4894.227051
	Iteration 30Q: 3 clusters Score -1660550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1660553.875000 Penalty: 4894.227051
	Iteration 31Q: 3 clusters Score -1660554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1660551.625000 Penalty: 4894.227051
	Iteration 32Q: 3 clusters Score -1660552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1660556.750000 Penalty: 4894.227051
	Iteration 33Q: 3 clusters Score -1660557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1660562.000000 Penalty: 4894.227051
	Iteration 34Q: 3 clusters Score -1660562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1660567.500000 Penalty: 4894.227051
	Iteration 35Q: 3 clusters Score -1660568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1660572.250000 Penalty: 4894.227051
	Iteration 36Q: 3 clusters Score -1660572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1660575.625000 Penalty: 4894.227051
	Iteration 37Q: 3 clusters Score -1660576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1660575.875000 Penalty: 4894.227051
	Iteration 38Q: 3 clusters Score -1660576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1660575.500000 Penalty: 4894.227051
	Iteration 39Q: 3 clusters Score -1660576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1660583.000000 Penalty: 4894.227051
	Iteration 40F: 3 clusters Score -1660583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1660585.125000 Penalty: 4894.227051
	Iteration 41Q: 3 clusters Score -1660585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1660588.375000 Penalty: 4894.227051
	Iteration 42Q: 3 clusters Score -1660588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1660593.750000 Penalty: 4894.227051
	Iteration 43Q: 3 clusters Score -1660594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1660596.125000 Penalty: 4894.227051
	Iteration 44Q: 3 clusters Score -1660596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1660598.625000 Penalty: 4894.227051
	Iteration 45Q: 3 clusters Score -1660599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1660599.375000 Penalty: 4894.227051
	Iteration 46Q: 3 clusters Score -1660599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1660599.625000 Penalty: 4894.227051
	Iteration 47Q: 3 clusters Score -1660600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1660599.625000 Penalty: 4894.227051
	Iteration 48F: 3 clusters Score -1660600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Entering Unmasked Estep 
Score: -1267518.500000 Penalty: 2378.067627
	Iteration 0F: 2 clusters Score -1267518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1256880.625000 Penalty: 4756.135254
	Iteration 0F: 3 clusters Score -1256881 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1260509.875000 Penalty: 4756.135254
	Iteration 1F: 3 clusters Score -1260510 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1261166.875000 Penalty: 4756.135254
	Iteration 2F: 3 clusters Score -1261167 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1261727.000000 Penalty: 4756.135254
	Iteration 3F: 3 clusters Score -1261727 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1262231.875000 Penalty: 4756.135254
	Iteration 4F: 3 clusters Score -1262232 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1262801.750000 Penalty: 4756.135254
	Iteration 5F: 3 clusters Score -1262802 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1263411.750000 Penalty: 4756.135254
	Iteration 6F: 3 clusters Score -1263412 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1264038.625000 Penalty: 4756.135254
	Iteration 7F: 3 clusters Score -1264039 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1264620.500000 Penalty: 4756.135254
	Iteration 8Q: 3 clusters Score -1264620 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1265050.000000 Penalty: 4756.135254
	Iteration 9Q: 3 clusters Score -1265050 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1265344.875000 Penalty: 4756.135254
	Iteration 10Q: 3 clusters Score -1265345 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1265565.875000 Penalty: 4756.135254
	Iteration 11Q: 3 clusters Score -1265566 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1265703.375000 Penalty: 4756.135254
	Iteration 12Q: 3 clusters Score -1265703 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1265811.750000 Penalty: 4756.135254
	Iteration 13Q: 3 clusters Score -1265812 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1265888.250000 Penalty: 4756.135254
	Iteration 14Q: 3 clusters Score -1265888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1265941.875000 Penalty: 4756.135254
	Iteration 15Q: 3 clusters Score -1265942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1265971.000000 Penalty: 4756.135254
	Iteration 16Q: 3 clusters Score -1265971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1265984.500000 Penalty: 4756.135254
	Iteration 17Q: 3 clusters Score -1265984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1265990.250000 Penalty: 4756.135254
	Iteration 18Q: 3 clusters Score -1265990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1265999.125000 Penalty: 4756.135254
	Iteration 19Q: 3 clusters Score -1265999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1266009.625000 Penalty: 4756.135254
	Iteration 20F: 3 clusters Score -1266010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1266017.750000 Penalty: 4756.135254
	Iteration 21Q: 3 clusters Score -1266018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1266024.500000 Penalty: 4756.135254
	Iteration 22Q: 3 clusters Score -1266024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1266028.750000 Penalty: 4756.135254
	Iteration 23Q: 3 clusters Score -1266029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1266034.875000 Penalty: 4756.135254
	Iteration 24Q: 3 clusters Score -1266035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1266043.500000 Penalty: 4756.135254
	Iteration 25Q: 3 clusters Score -1266044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1266050.375000 Penalty: 4756.135254
	Iteration 26Q: 3 clusters Score -1266050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1266058.750000 Penalty: 4756.135254
	Iteration 27Q: 3 clusters Score -1266059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1266060.750000 Penalty: 4756.135254
	Iteration 28Q: 3 clusters Score -1266061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1266063.500000 Penalty: 4756.135254
	Iteration 29Q: 3 clusters Score -1266064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1266067.750000 Penalty: 4756.135254
	Iteration 30Q: 3 clusters Score -1266068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1266066.125000 Penalty: 4756.135254
	Iteration 31Q: 3 clusters Score -1266066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1266069.875000 Penalty: 4756.135254
	Iteration 32Q: 3 clusters Score -1266070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1266074.125000 Penalty: 4756.135254
	Iteration 33Q: 3 clusters Score -1266074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1266074.625000 Penalty: 4756.135254
	Iteration 34Q: 3 clusters Score -1266075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1266076.750000 Penalty: 4756.135254
	Iteration 35Q: 3 clusters Score -1266077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1266076.750000 Penalty: 4756.135254
	Iteration 36F: 3 clusters Score -1266077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Entering Unmasked Estep 
Score: -8245577.500000 Penalty: 2826.811768
	Iteration 0F: 2 clusters Score -8245578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8185619.500000 Penalty: 5653.623535
	Iteration 0F: 3 clusters Score -8185620 nChanged 42404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -8210075.000000 Penalty: 5653.623535
	Iteration 1F: 3 clusters Score -8210075 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -8211064.000000 Penalty: 5653.623535
	Iteration 2Q: 3 clusters Score -8211064 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -8212350.000000 Penalty: 5653.623535
	Iteration 3Q: 3 clusters Score -8212350 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -8214316.500000 Penalty: 5653.623535
	Iteration 4Q: 3 clusters Score -8214316 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -8217168.000000 Penalty: 5653.623535
	Iteration 5F: 3 clusters Score -8217168 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -8221028.500000 Penalty: 5653.623535
	Iteration 6F: 3 clusters Score -8221028 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -8226149.000000 Penalty: 5653.623535
	Iteration 7F: 3 clusters Score -8226149 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -8231609.500000 Penalty: 5653.623535
	Iteration 8F: 3 clusters Score -8231610 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -8236126.500000 Penalty: 5653.623535
	Iteration 9F: 3 clusters Score -8236126 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8239159.000000 Penalty: 5653.623535
	Iteration 10Q: 3 clusters Score -8239159 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8240986.500000 Penalty: 5653.623535
	Iteration 11Q: 3 clusters Score -8240986 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8241952.000000 Penalty: 5653.623535
	Iteration 12Q: 3 clusters Score -8241952 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8242462.000000 Penalty: 5653.623535
	Iteration 13Q: 3 clusters Score -8242462 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8242728.000000 Penalty: 5653.623535
	Iteration 14Q: 3 clusters Score -8242728 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8242850.000000 Penalty: 5653.623535
	Iteration 15Q: 3 clusters Score -8242850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8242949.500000 Penalty: 5653.623535
	Iteration 16Q: 3 clusters Score -8242950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88683 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8242995.000000 Penalty: 5653.623535
	Iteration 17Q: 3 clusters Score -8242995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8243043.000000 Penalty: 5653.623535
	Iteration 18Q: 3 clusters Score -8243043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8243066.500000 Penalty: 5653.623535
	Iteration 19Q: 3 clusters Score -8243066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8243086.500000 Penalty: 5653.623535
	Iteration 20F: 3 clusters Score -8243086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8243097.500000 Penalty: 5653.623535
	Iteration 21Q: 3 clusters Score -8243098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8243112.500000 Penalty: 5653.623535
	Iteration 22Q: 3 clusters Score -8243112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8243124.500000 Penalty: 5653.623535
	Iteration 23Q: 3 clusters Score -8243124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8243125.000000 Penalty: 5653.623535
	Iteration 24Q: 3 clusters Score -8243125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8243118.500000 Penalty: 5653.623535
	Iteration 25Q: 3 clusters Score -8243118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8243131.500000 Penalty: 5653.623535
	Iteration 26Q: 3 clusters Score -8243132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8243128.500000 Penalty: 5653.623535
	Iteration 27Q: 3 clusters Score -8243128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8243136.000000 Penalty: 5653.623535
	Iteration 28Q: 3 clusters Score -8243136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8243136.500000 Penalty: 5653.623535
	Iteration 29Q: 3 clusters Score -8243136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8243135.000000 Penalty: 5653.623535
	Iteration 30Q: 3 clusters Score -8243135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8243136.500000 Penalty: 5653.623535
	Iteration 31Q: 3 clusters Score -8243136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8243128.500000 Penalty: 5653.623535
	Iteration 32Q: 3 clusters Score -8243128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8243136.500000 Penalty: 5653.623535
	Iteration 33Q: 3 clusters Score -8243136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8243136.000000 Penalty: 5653.623535
	Iteration 34Q: 3 clusters Score -8243136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8243135.500000 Penalty: 5653.623535
	Iteration 35Q: 3 clusters Score -8243136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8243135.500000 Penalty: 5653.623535
	Iteration 36F: 3 clusters Score -8243136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Entering Unmasked Estep 
Score: -956172.750000 Penalty: 2301.614990
	Iteration 0F: 2 clusters Score -956172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -948072.750000 Penalty: 4603.229980
	Iteration 0F: 3 clusters Score -948072.8 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -950517.562500 Penalty: 4603.229980
	Iteration 1F: 3 clusters Score -950517.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -950821.812500 Penalty: 4603.229980
	Iteration 2F: 3 clusters Score -950821.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -951056.187500 Penalty: 4603.229980
	Iteration 3Q: 3 clusters Score -951056.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -951225.812500 Penalty: 4603.229980
	Iteration 4Q: 3 clusters Score -951225.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -951390.500000 Penalty: 4603.229980
	Iteration 5Q: 3 clusters Score -951390.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -951562.750000 Penalty: 4603.229980
	Iteration 6Q: 3 clusters Score -951562.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -951738.250000 Penalty: 4603.229980
	Iteration 7Q: 3 clusters Score -951738.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -951927.562500 Penalty: 4603.229980
	Iteration 8Q: 3 clusters Score -951927.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -952154.750000 Penalty: 4603.229980
	Iteration 9Q: 3 clusters Score -952154.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -952442.812500 Penalty: 4603.229980
	Iteration 10Q: 3 clusters Score -952442.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -952751.937500 Penalty: 4603.229980
	Iteration 11Q: 3 clusters Score -952751.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -953085.625000 Penalty: 4603.229980
	Iteration 12Q: 3 clusters Score -953085.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -953365.125000 Penalty: 4603.229980
	Iteration 13Q: 3 clusters Score -953365.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -953589.312500 Penalty: 4603.229980
	Iteration 14Q: 3 clusters Score -953589.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -953752.375000 Penalty: 4603.229980
	Iteration 15Q: 3 clusters Score -953752.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -953884.625000 Penalty: 4603.229980
	Iteration 16Q: 3 clusters Score -953884.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -953984.062500 Penalty: 4603.229980
	Iteration 17Q: 3 clusters Score -953984.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -954048.375000 Penalty: 4603.229980
	Iteration 18Q: 3 clusters Score -954048.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -954101.125000 Penalty: 4603.229980
	Iteration 19Q: 3 clusters Score -954101.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -954135.562500 Penalty: 4603.229980
	Iteration 20F: 3 clusters Score -954135.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -954164.062500 Penalty: 4603.229980
	Iteration 21Q: 3 clusters Score -954164.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -954187.937500 Penalty: 4603.229980
	Iteration 22Q: 3 clusters Score -954187.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -954207.812500 Penalty: 4603.229980
	Iteration 23Q: 3 clusters Score -954207.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -954219.000000 Penalty: 4603.229980
	Iteration 24Q: 3 clusters Score -954219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -954228.812500 Penalty: 4603.229980
	Iteration 25Q: 3 clusters Score -954228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -954236.750000 Penalty: 4603.229980
	Iteration 26Q: 3 clusters Score -954236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -954243.375000 Penalty: 4603.229980
	Iteration 27Q: 3 clusters Score -954243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -954244.437500 Penalty: 4603.229980
	Iteration 28Q: 3 clusters Score -954244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -954250.312500 Penalty: 4603.229980
	Iteration 29Q: 3 clusters Score -954250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -954256.562500 Penalty: 4603.229980
	Iteration 30Q: 3 clusters Score -954256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -954258.375000 Penalty: 4603.229980
	Iteration 31Q: 3 clusters Score -954258.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -954260.750000 Penalty: 4603.229980
	Iteration 32Q: 3 clusters Score -954260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -954264.375000 Penalty: 4603.229980
	Iteration 33Q: 3 clusters Score -954264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -954265.000000 Penalty: 4603.229980
	Iteration 34Q: 3 clusters Score -954265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -954266.562500 Penalty: 4603.229980
	Iteration 35Q: 3 clusters Score -954266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -954269.062500 Penalty: 4603.229980
	Iteration 36Q: 3 clusters Score -954269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -954275.875000 Penalty: 4603.229980
	Iteration 37Q: 3 clusters Score -954275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -954281.062500 Penalty: 4603.229980
	Iteration 38Q: 3 clusters Score -954281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -954285.375000 Penalty: 4603.229980
	Iteration 39Q: 3 clusters Score -954285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -954290.437500 Penalty: 4603.229980
	Iteration 40F: 3 clusters Score -954290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -954293.187500 Penalty: 4603.229980
	Iteration 41Q: 3 clusters Score -954293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -954296.812500 Penalty: 4603.229980
	Iteration 42Q: 3 clusters Score -954296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -954298.187500 Penalty: 4603.229980
	Iteration 43Q: 3 clusters Score -954298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -954303.250000 Penalty: 4603.229980
	Iteration 44Q: 3 clusters Score -954303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -954305.250000 Penalty: 4603.229980
	Iteration 45Q: 3 clusters Score -954305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -954307.437500 Penalty: 4603.229980
	Iteration 46Q: 3 clusters Score -954307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -954312.062500 Penalty: 4603.229980
	Iteration 47Q: 3 clusters Score -954312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -954313.812500 Penalty: 4603.229980
	Iteration 48Q: 3 clusters Score -954313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -954317.125000 Penalty: 4603.229980
	Iteration 49Q: 3 clusters Score -954317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -954317.812500 Penalty: 4603.229980
	Iteration 50Q: 3 clusters Score -954317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -954319.937500 Penalty: 4603.229980
	Iteration 51Q: 3 clusters Score -954319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -954320.937500 Penalty: 4603.229980
	Iteration 52Q: 3 clusters Score -954320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -954320.750000 Penalty: 4603.229980
	Iteration 53Q: 3 clusters Score -954320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -954321.312500 Penalty: 4603.229980
	Iteration 54Q: 3 clusters Score -954321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -954321.312500 Penalty: 4603.229980
	Iteration 55F: 3 clusters Score -954321.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Entering Unmasked Estep 
Score: -14892006.000000 Penalty: 2981.305176
	Iteration 0F: 2 clusters Score -1.489201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -14780495.000000 Penalty: 5962.610352
	Iteration 0F: 3 clusters Score -1.47805e+07 nChanged 79731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -14826888.000000 Penalty: 5962.610352
	Iteration 1F: 3 clusters Score -1.482689e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -14828021.000000 Penalty: 5962.610352
	Iteration 2Q: 3 clusters Score -1.482802e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -14829475.000000 Penalty: 5962.610352
	Iteration 3Q: 3 clusters Score -1.482948e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -14831215.000000 Penalty: 5962.610352
	Iteration 4Q: 3 clusters Score -1.483122e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -14833572.000000 Penalty: 5962.610352
	Iteration 5Q: 3 clusters Score -1.483357e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -14836834.000000 Penalty: 5962.610352
	Iteration 6Q: 3 clusters Score -1.483683e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -14841292.000000 Penalty: 5962.610352
	Iteration 7F: 3 clusters Score -1.484129e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -14846814.000000 Penalty: 5962.610352
	Iteration 8F: 3 clusters Score -1.484681e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 109587 members 
Entering Unmasked Estep 
Score: -14853132.000000 Penalty: 5962.610352
	Iteration 9F: 3 clusters Score -1.485313e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -14859472.000000 Penalty: 5962.610352
	Iteration 10F: 3 clusters Score -1.485947e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 122221 members 
Entering Unmasked Estep 
Score: -14865198.000000 Penalty: 5962.610352
	Iteration 11Q: 3 clusters Score -1.48652e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 126997 members 
Entering Unmasked Estep 
Score: -14869609.000000 Penalty: 5962.610352
	Iteration 12Q: 3 clusters Score -1.486961e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 131080 members 
Entering Unmasked Estep 
Score: -14872379.000000 Penalty: 5962.610352
	Iteration 13Q: 3 clusters Score -1.487238e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 134717 members 
Entering Unmasked Estep 
Score: -14874448.000000 Penalty: 5962.610352
	Iteration 14Q: 3 clusters Score -1.487445e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 138224 members 
Entering Unmasked Estep 
Score: -14876172.000000 Penalty: 5962.610352
	Iteration 15Q: 3 clusters Score -1.487617e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 141560 members 
Entering Unmasked Estep 
Score: -14877841.000000 Penalty: 5962.610352
	Iteration 16Q: 3 clusters Score -1.487784e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -14879404.000000 Penalty: 5962.610352
	Iteration 17Q: 3 clusters Score -1.48794e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 147604 members 
Entering Unmasked Estep 
Score: -14880930.000000 Penalty: 5962.610352
	Iteration 18Q: 3 clusters Score -1.488093e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 150255 members 
Entering Unmasked Estep 
Score: -14882382.000000 Penalty: 5962.610352
	Iteration 19Q: 3 clusters Score -1.488238e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -14883404.000000 Penalty: 5962.610352
	Iteration 20F: 3 clusters Score -1.48834e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -14884485.000000 Penalty: 5962.610352
	Iteration 21Q: 3 clusters Score -1.488448e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 156323 members 
Entering Unmasked Estep 
Score: -14885466.000000 Penalty: 5962.610352
	Iteration 22Q: 3 clusters Score -1.488547e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 157750 members 
Entering Unmasked Estep 
Score: -14886207.000000 Penalty: 5962.610352
	Iteration 23Q: 3 clusters Score -1.488621e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -14886794.000000 Penalty: 5962.610352
	Iteration 24Q: 3 clusters Score -1.488679e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 160005 members 
Entering Unmasked Estep 
Score: -14887290.000000 Penalty: 5962.610352
	Iteration 25Q: 3 clusters Score -1.488729e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 160803 members 
Entering Unmasked Estep 
Score: -14887663.000000 Penalty: 5962.610352
	Iteration 26Q: 3 clusters Score -1.488766e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -14887956.000000 Penalty: 5962.610352
	Iteration 27Q: 3 clusters Score -1.488796e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 162042 members 
Entering Unmasked Estep 
Score: -14888204.000000 Penalty: 5962.610352
	Iteration 28Q: 3 clusters Score -1.48882e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -14888375.000000 Penalty: 5962.610352
	Iteration 29Q: 3 clusters Score -1.488838e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -14888595.000000 Penalty: 5962.610352
	Iteration 30Q: 3 clusters Score -1.48886e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -14888760.000000 Penalty: 5962.610352
	Iteration 31Q: 3 clusters Score -1.488876e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -14888862.000000 Penalty: 5962.610352
	Iteration 32Q: 3 clusters Score -1.488886e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 163711 members 
Entering Unmasked Estep 
Score: -14888987.000000 Penalty: 5962.610352
	Iteration 33Q: 3 clusters Score -1.488899e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 163893 members 
Entering Unmasked Estep 
Score: -14889029.000000 Penalty: 5962.610352
	Iteration 34Q: 3 clusters Score -1.488903e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 164049 members 
Entering Unmasked Estep 
Score: -14889134.000000 Penalty: 5962.610352
	Iteration 35Q: 3 clusters Score -1.488913e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -14889137.000000 Penalty: 5962.610352
	Iteration 36Q: 3 clusters Score -1.488914e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 164288 members 
Entering Unmasked Estep 
Score: -14889175.000000 Penalty: 5962.610352
	Iteration 37Q: 3 clusters Score -1.488918e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 164390 members 
Entering Unmasked Estep 
Score: -14889201.000000 Penalty: 5962.610352
	Iteration 38Q: 3 clusters Score -1.48892e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -14889267.000000 Penalty: 5962.610352
	Iteration 39Q: 3 clusters Score -1.488927e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 164538 members 
Entering Unmasked Estep 
Score: -14889267.000000 Penalty: 5962.610352
	Iteration 40F: 3 clusters Score -1.488927e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 164583 members 
Entering Unmasked Estep 
Score: -14889299.000000 Penalty: 5962.610352
	Iteration 41Q: 3 clusters Score -1.48893e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -14889325.000000 Penalty: 5962.610352
	Iteration 42Q: 3 clusters Score -1.488932e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 164647 members 
Entering Unmasked Estep 
Score: -14889327.000000 Penalty: 5962.610352
	Iteration 43Q: 3 clusters Score -1.488933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -14889323.000000 Penalty: 5962.610352
	Iteration 44Q: 3 clusters Score -1.488932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 164705 members 
Entering Unmasked Estep 
Score: -14889332.000000 Penalty: 5962.610352
	Iteration 45Q: 3 clusters Score -1.488933e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 164730 members 
Entering Unmasked Estep 
Score: -14889363.000000 Penalty: 5962.610352
	Iteration 46Q: 3 clusters Score -1.488936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 164745 members 
Entering Unmasked Estep 
Score: -14889337.000000 Penalty: 5962.610352
	Iteration 47Q: 3 clusters Score -1.488934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -14889378.000000 Penalty: 5962.610352
	Iteration 48Q: 3 clusters Score -1.488938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 164778 members 
Entering Unmasked Estep 
Score: -14889415.000000 Penalty: 5962.610352
	Iteration 49Q: 3 clusters Score -1.488942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -14889408.000000 Penalty: 5962.610352
	Iteration 50Q: 3 clusters Score -1.488941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 164807 members 
Entering Unmasked Estep 
Score: -14889402.000000 Penalty: 5962.610352
	Iteration 51Q: 3 clusters Score -1.48894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 164832 members 
Entering Unmasked Estep 
Score: -14889406.000000 Penalty: 5962.610352
	Iteration 52Q: 3 clusters Score -1.488941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -14889419.000000 Penalty: 5962.610352
	Iteration 53Q: 3 clusters Score -1.488942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 164857 members 
Entering Unmasked Estep 
Score: -14889430.000000 Penalty: 5962.610352
	Iteration 54Q: 3 clusters Score -1.488943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 164872 members 
Entering Unmasked Estep 
Score: -14889428.000000 Penalty: 5962.610352
	Iteration 55Q: 3 clusters Score -1.488943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 164879 members 
Entering Unmasked Estep 
Score: -14889442.000000 Penalty: 5962.610352
	Iteration 56Q: 3 clusters Score -1.488944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -14889426.000000 Penalty: 5962.610352
	Iteration 57Q: 3 clusters Score -1.488943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 164890 members 
Entering Unmasked Estep 
Score: -14889427.000000 Penalty: 5962.610352
	Iteration 58Q: 3 clusters Score -1.488943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -14889427.000000 Penalty: 5962.610352
	Iteration 59Q: 3 clusters Score -1.488943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 164893 members 
Entering Unmasked Estep 
Score: -14889420.000000 Penalty: 5962.610352
	Iteration 60F: 3 clusters Score -1.488942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 164895 members 
Entering Unmasked Estep 
Score: -14889418.000000 Penalty: 5962.610352
	Iteration 61Q: 3 clusters Score -1.488942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 164896 members 
Entering Unmasked Estep 
Score: -14889414.000000 Penalty: 5962.610352
	Iteration 62Q: 3 clusters Score -1.488941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 164896 members 
Entering Unmasked Estep 
Score: -14889414.000000 Penalty: 5962.610352
	Iteration 63F: 3 clusters Score -1.488941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -80281.937500 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -80281.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -78471.867188 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -78471.87 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -78999.398438 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -78999.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -79212.375000 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -79212.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -79321.593750 Penalty: 3428.720215
	Iteration 3F: 3 clusters Score -79321.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -79366.984375 Penalty: 3428.720215
	Iteration 4Q: 3 clusters Score -79366.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -79380.000000 Penalty: 3428.720215
	Iteration 5Q: 3 clusters Score -79380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -79395.804688 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -79395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -79409.039062 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -79409.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -79411.601562 Penalty: 3428.720215
	Iteration 8Q: 3 clusters Score -79411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -79416.242188 Penalty: 3428.720215
	Iteration 9Q: 3 clusters Score -79416.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -79417.828125 Penalty: 3428.720215
	Iteration 10Q: 3 clusters Score -79417.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -79419.140625 Penalty: 3428.720215
	Iteration 11Q: 3 clusters Score -79419.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -79425.375000 Penalty: 3428.720215
	Iteration 12Q: 3 clusters Score -79425.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -79431.851562 Penalty: 3428.720215
	Iteration 13Q: 3 clusters Score -79431.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -79440.296875 Penalty: 3428.720215
	Iteration 14Q: 3 clusters Score -79440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -79446.726562 Penalty: 3428.720215
	Iteration 15Q: 3 clusters Score -79446.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -79452.375000 Penalty: 3428.720215
	Iteration 16Q: 3 clusters Score -79452.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -79458.390625 Penalty: 3428.720215
	Iteration 17Q: 3 clusters Score -79458.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -79466.507812 Penalty: 3428.720215
	Iteration 18Q: 3 clusters Score -79466.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -79481.265625 Penalty: 3428.720215
	Iteration 19Q: 3 clusters Score -79481.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -79497.078125 Penalty: 3428.720215
	Iteration 20F: 3 clusters Score -79497.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -79529.296875 Penalty: 3428.720215
	Iteration 21Q: 3 clusters Score -79529.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -79549.109375 Penalty: 3428.720215
	Iteration 22Q: 3 clusters Score -79549.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -79562.968750 Penalty: 3428.720215
	Iteration 23Q: 3 clusters Score -79562.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -79573.968750 Penalty: 3428.720215
	Iteration 24Q: 3 clusters Score -79573.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -79580.492188 Penalty: 3428.720215
	Iteration 25Q: 3 clusters Score -79580.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -79586.882812 Penalty: 3428.720215
	Iteration 26Q: 3 clusters Score -79586.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -79590.210938 Penalty: 3428.720215
	Iteration 27Q: 3 clusters Score -79590.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -79591.539062 Penalty: 3428.720215
	Iteration 28Q: 3 clusters Score -79591.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -79591.539062 Penalty: 3428.720215
	Iteration 29F: 3 clusters Score -79591.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -26398.265625 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -26398.27 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 183 members 
Entering Unmasked Estep 
Score: -25097.126953 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -25097.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25273.916016 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -25273.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25307.902344 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -25307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25357.439453 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -25357.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25402.791016 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -25402.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25451.941406 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -25451.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25463.447266 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -25463.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25463.447266 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -25463.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (441442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441442 members 
Entering Unmasked Estep 
Score: -40542000.000000 Penalty: 3223.454834
	Iteration 0F: 2 clusters Score -4.0542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220687 members 
Mstep: Class 2 contains 220755 members 
Entering Unmasked Estep 
Score: -40244616.000000 Penalty: 6446.909668
	Iteration 0F: 3 clusters Score -4.024462e+07 nChanged 215018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220045 members 
Mstep: Class 2 contains 221397 members 
Entering Unmasked Estep 
Score: -40372584.000000 Penalty: 6446.909668
	Iteration 1F: 3 clusters Score -4.037258e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218557 members 
Mstep: Class 2 contains 222885 members 
Entering Unmasked Estep 
Score: -40374820.000000 Penalty: 6446.909668
	Iteration 2Q: 3 clusters Score -4.037482e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216049 members 
Mstep: Class 2 contains 225393 members 
Entering Unmasked Estep 
Score: -40377908.000000 Penalty: 6446.909668
	Iteration 3Q: 3 clusters Score -4.037791e+07 nChanged 14665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212060 members 
Mstep: Class 2 contains 229382 members 
Entering Unmasked Estep 
Score: -40382172.000000 Penalty: 6446.909668
	Iteration 4Q: 3 clusters Score -4.038217e+07 nChanged 18344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205550 members 
Mstep: Class 2 contains 235892 members 
Entering Unmasked Estep 
Score: -40389728.000000 Penalty: 6446.909668
	Iteration 5Q: 3 clusters Score -4.038973e+07 nChanged 23135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196043 members 
Mstep: Class 2 contains 245399 members 
Entering Unmasked Estep 
Score: -40400956.000000 Penalty: 6446.909668
	Iteration 6F: 3 clusters Score -4.040096e+07 nChanged 27511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 258210 members 
Entering Unmasked Estep 
Score: -40416440.000000 Penalty: 6446.909668
	Iteration 7F: 3 clusters Score -4.041644e+07 nChanged 29160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168088 members 
Mstep: Class 2 contains 273354 members 
Entering Unmasked Estep 
Score: -40432968.000000 Penalty: 6446.909668
	Iteration 8F: 3 clusters Score -4.043297e+07 nChanged 27300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152608 members 
Mstep: Class 2 contains 288834 members 
Entering Unmasked Estep 
Score: -40447440.000000 Penalty: 6446.909668
	Iteration 9F: 3 clusters Score -4.044744e+07 nChanged 22332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 303486 members 
Entering Unmasked Estep 
Score: -40457504.000000 Penalty: 6446.909668
	Iteration 10F: 3 clusters Score -4.04575e+07 nChanged 18106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123912 members 
Mstep: Class 2 contains 317530 members 
Entering Unmasked Estep 
Score: -40466140.000000 Penalty: 6446.909668
	Iteration 11Q: 3 clusters Score -4.046614e+07 nChanged 15499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 331275 members 
Entering Unmasked Estep 
Score: -40473912.000000 Penalty: 6446.909668
	Iteration 12Q: 3 clusters Score -4.047391e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 344755 members 
Entering Unmasked Estep 
Score: -40481684.000000 Penalty: 6446.909668
	Iteration 13Q: 3 clusters Score -4.048168e+07 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 357501 members 
Entering Unmasked Estep 
Score: -40490196.000000 Penalty: 6446.909668
	Iteration 14Q: 3 clusters Score -4.04902e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72338 members 
Mstep: Class 2 contains 369104 members 
Entering Unmasked Estep 
Score: -40497944.000000 Penalty: 6446.909668
	Iteration 15Q: 3 clusters Score -4.049794e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 379319 members 
Entering Unmasked Estep 
Score: -40504408.000000 Penalty: 6446.909668
	Iteration 16Q: 3 clusters Score -4.050441e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 388137 members 
Entering Unmasked Estep 
Score: -40510168.000000 Penalty: 6446.909668
	Iteration 17Q: 3 clusters Score -4.051017e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 395862 members 
Entering Unmasked Estep 
Score: -40514704.000000 Penalty: 6446.909668
	Iteration 18Q: 3 clusters Score -4.05147e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 402728 members 
Entering Unmasked Estep 
Score: -40518856.000000 Penalty: 6446.909668
	Iteration 19Q: 3 clusters Score -4.051886e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 408766 members 
Entering Unmasked Estep 
Score: -40522500.000000 Penalty: 6446.909668
	Iteration 20F: 3 clusters Score -4.05225e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 414181 members 
Entering Unmasked Estep 
Score: -40525876.000000 Penalty: 6446.909668
	Iteration 21Q: 3 clusters Score -4.052588e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 418825 members 
Entering Unmasked Estep 
Score: -40528688.000000 Penalty: 6446.909668
	Iteration 22Q: 3 clusters Score -4.052869e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 422694 members 
Entering Unmasked Estep 
Score: -40530784.000000 Penalty: 6446.909668
	Iteration 23Q: 3 clusters Score -4.053078e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 425812 members 
Entering Unmasked Estep 
Score: -40532608.000000 Penalty: 6446.909668
	Iteration 24Q: 3 clusters Score -4.053261e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 428363 members 
Entering Unmasked Estep 
Score: -40533880.000000 Penalty: 6446.909668
	Iteration 25Q: 3 clusters Score -4.053388e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 430441 members 
Entering Unmasked Estep 
Score: -40535064.000000 Penalty: 6446.909668
	Iteration 26Q: 3 clusters Score -4.053506e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 432226 members 
Entering Unmasked Estep 
Score: -40535864.000000 Penalty: 6446.909668
	Iteration 27Q: 3 clusters Score -4.053586e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 433646 members 
Entering Unmasked Estep 
Score: -40536672.000000 Penalty: 6446.909668
	Iteration 28Q: 3 clusters Score -4.053667e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 434776 members 
Entering Unmasked Estep 
Score: -40537420.000000 Penalty: 6446.909668
	Iteration 29Q: 3 clusters Score -4.053742e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 435656 members 
Entering Unmasked Estep 
Score: -40537944.000000 Penalty: 6446.909668
	Iteration 30Q: 3 clusters Score -4.053794e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 436317 members 
Entering Unmasked Estep 
Score: -40538352.000000 Penalty: 6446.909668
	Iteration 31Q: 3 clusters Score -4.053835e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 436847 members 
Entering Unmasked Estep 
Score: -40538716.000000 Penalty: 6446.909668
	Iteration 32Q: 3 clusters Score -4.053872e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 437250 members 
Entering Unmasked Estep 
Score: -40538844.000000 Penalty: 6446.909668
	Iteration 33Q: 3 clusters Score -4.053884e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 437560 members 
Entering Unmasked Estep 
Score: -40538912.000000 Penalty: 6446.909668
	Iteration 34Q: 3 clusters Score -4.053891e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 437793 members 
Entering Unmasked Estep 
Score: -40539004.000000 Penalty: 6446.909668
	Iteration 35Q: 3 clusters Score -4.0539e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 437994 members 
Entering Unmasked Estep 
Score: -40539104.000000 Penalty: 6446.909668
	Iteration 36Q: 3 clusters Score -4.05391e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 438145 members 
Entering Unmasked Estep 
Score: -40539232.000000 Penalty: 6446.909668
	Iteration 37Q: 3 clusters Score -4.053923e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 438274 members 
Entering Unmasked Estep 
Score: -40539280.000000 Penalty: 6446.909668
	Iteration 38Q: 3 clusters Score -4.053928e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 438419 members 
Entering Unmasked Estep 
Score: -40539296.000000 Penalty: 6446.909668
	Iteration 39Q: 3 clusters Score -4.05393e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 438537 members 
Entering Unmasked Estep 
Score: -40539300.000000 Penalty: 6446.909668
	Iteration 40F: 3 clusters Score -4.05393e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 438622 members 
Entering Unmasked Estep 
Score: -40539392.000000 Penalty: 6446.909668
	Iteration 41Q: 3 clusters Score -4.053939e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 438681 members 
Entering Unmasked Estep 
Score: -40539408.000000 Penalty: 6446.909668
	Iteration 42Q: 3 clusters Score -4.053941e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 438708 members 
Entering Unmasked Estep 
Score: -40539408.000000 Penalty: 6446.909668
	Iteration 43Q: 3 clusters Score -4.053941e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 438745 members 
Entering Unmasked Estep 
Score: -40539416.000000 Penalty: 6446.909668
	Iteration 44Q: 3 clusters Score -4.053942e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 438773 members 
Entering Unmasked Estep 
Score: -40539484.000000 Penalty: 6446.909668
	Iteration 45Q: 3 clusters Score -4.053948e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 438801 members 
Entering Unmasked Estep 
Score: -40539496.000000 Penalty: 6446.909668
	Iteration 46Q: 3 clusters Score -4.05395e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 438839 members 
Entering Unmasked Estep 
Score: -40539456.000000 Penalty: 6446.909668
	Iteration 47Q: 3 clusters Score -4.053946e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 438861 members 
Entering Unmasked Estep 
Score: -40539412.000000 Penalty: 6446.909668
	Iteration 48Q: 3 clusters Score -4.053941e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 438882 members 
Entering Unmasked Estep 
Score: -40539400.000000 Penalty: 6446.909668
	Iteration 49Q: 3 clusters Score -4.05394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 438903 members 
Entering Unmasked Estep 
Score: -40539452.000000 Penalty: 6446.909668
	Iteration 50Q: 3 clusters Score -4.053945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 438916 members 
Entering Unmasked Estep 
Score: -40539432.000000 Penalty: 6446.909668
	Iteration 51Q: 3 clusters Score -4.053943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 438925 members 
Entering Unmasked Estep 
Score: -40539460.000000 Penalty: 6446.909668
	Iteration 52Q: 3 clusters Score -4.053946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 438933 members 
Entering Unmasked Estep 
Score: -40539468.000000 Penalty: 6446.909668
	Iteration 53Q: 3 clusters Score -4.053947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 438948 members 
Entering Unmasked Estep 
Score: -40539480.000000 Penalty: 6446.909668
	Iteration 54Q: 3 clusters Score -4.053948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 438957 members 
Entering Unmasked Estep 
Score: -40539488.000000 Penalty: 6446.909668
	Iteration 55Q: 3 clusters Score -4.053949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 438969 members 
Entering Unmasked Estep 
Score: -40539508.000000 Penalty: 6446.909668
	Iteration 56Q: 3 clusters Score -4.053951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 438973 members 
Entering Unmasked Estep 
Score: -40539492.000000 Penalty: 6446.909668
	Iteration 57Q: 3 clusters Score -4.053949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 438977 members 
Entering Unmasked Estep 
Score: -40539484.000000 Penalty: 6446.909668
	Iteration 58Q: 3 clusters Score -4.053948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 438993 members 
Entering Unmasked Estep 
Score: -40539468.000000 Penalty: 6446.909668
	Iteration 59Q: 3 clusters Score -4.053947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 438996 members 
Entering Unmasked Estep 
Score: -40539520.000000 Penalty: 6446.909668
	Iteration 60F: 3 clusters Score -4.053952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 439000 members 
Entering Unmasked Estep 
Score: -40539532.000000 Penalty: 6446.909668
	Iteration 61Q: 3 clusters Score -4.053953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 438994 members 
Entering Unmasked Estep 
Score: -40539488.000000 Penalty: 6446.909668
	Iteration 62Q: 3 clusters Score -4.053949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 438991 members 
Entering Unmasked Estep 
Score: -40539504.000000 Penalty: 6446.909668
	Iteration 63Q: 3 clusters Score -4.05395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 438992 members 
Entering Unmasked Estep 
Score: -40539524.000000 Penalty: 6446.909668
	Iteration 64Q: 3 clusters Score -4.053952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 438997 members 
Entering Unmasked Estep 
Score: -40539516.000000 Penalty: 6446.909668
	Iteration 65Q: 3 clusters Score -4.053952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 439004 members 
Entering Unmasked Estep 
Score: -40539516.000000 Penalty: 6446.909668
	Iteration 66Q: 3 clusters Score -4.053952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 439002 members 
Entering Unmasked Estep 
Score: -40539544.000000 Penalty: 6446.909668
	Iteration 67Q: 3 clusters Score -4.053954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 439002 members 
Entering Unmasked Estep 
Score: -40539564.000000 Penalty: 6446.909668
	Iteration 68Q: 3 clusters Score -4.053956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 438998 members 
Entering Unmasked Estep 
Score: -40539560.000000 Penalty: 6446.909668
	Iteration 69Q: 3 clusters Score -4.053956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 438994 members 
Entering Unmasked Estep 
Score: -40539552.000000 Penalty: 6446.909668
	Iteration 70Q: 3 clusters Score -4.053955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 438997 members 
Entering Unmasked Estep 
Score: -40539544.000000 Penalty: 6446.909668
	Iteration 71Q: 3 clusters Score -4.053954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 438998 members 
Entering Unmasked Estep 
Score: -40539548.000000 Penalty: 6446.909668
	Iteration 72Q: 3 clusters Score -4.053955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 438998 members 
Entering Unmasked Estep 
Score: -40539552.000000 Penalty: 6446.909668
	Iteration 73Q: 3 clusters Score -4.053955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 439000 members 
Entering Unmasked Estep 
Score: -40539524.000000 Penalty: 6446.909668
	Iteration 74Q: 3 clusters Score -4.053952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 438999 members 
Entering Unmasked Estep 
Score: -40539544.000000 Penalty: 6446.909668
	Iteration 75Q: 3 clusters Score -4.053954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 439001 members 
Entering Unmasked Estep 
Score: -40539568.000000 Penalty: 6446.909668
	Iteration 76Q: 3 clusters Score -4.053957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 439003 members 
Entering Unmasked Estep 
Score: -40539572.000000 Penalty: 6446.909668
	Iteration 77Q: 3 clusters Score -4.053957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 439004 members 
Entering Unmasked Estep 
Score: -40539564.000000 Penalty: 6446.909668
	Iteration 78Q: 3 clusters Score -4.053956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 439007 members 
Entering Unmasked Estep 
Score: -40539592.000000 Penalty: 6446.909668
	Iteration 79Q: 3 clusters Score -4.053959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 439006 members 
Entering Unmasked Estep 
Score: -40539584.000000 Penalty: 6446.909668
	Iteration 80F: 3 clusters Score -4.053958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 439007 members 
Entering Unmasked Estep 
Score: -40539584.000000 Penalty: 6446.909668
	Iteration 81Q: 3 clusters Score -4.053958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 439008 members 
Entering Unmasked Estep 
Score: -40539576.000000 Penalty: 6446.909668
	Iteration 82Q: 3 clusters Score -4.053958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 439009 members 
Entering Unmasked Estep 
Score: -40539584.000000 Penalty: 6446.909668
	Iteration 83Q: 3 clusters Score -4.053958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 439009 members 
Entering Unmasked Estep 
Score: -40539584.000000 Penalty: 6446.909668
	Iteration 84F: 3 clusters Score -4.053958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (135589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135589 members 
Entering Unmasked Estep 
Score: -12408393.000000 Penalty: 2930.711182
	Iteration 0F: 2 clusters Score -1.240839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -12317540.000000 Penalty: 5861.422363
	Iteration 0F: 3 clusters Score -1.231754e+07 nChanged 64554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -12355342.000000 Penalty: 5861.422363
	Iteration 1F: 3 clusters Score -1.235534e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -12356271.000000 Penalty: 5861.422363
	Iteration 2Q: 3 clusters Score -1.235627e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -12357579.000000 Penalty: 5861.422363
	Iteration 3Q: 3 clusters Score -1.235758e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -12359327.000000 Penalty: 5861.422363
	Iteration 4Q: 3 clusters Score -1.235933e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -12362367.000000 Penalty: 5861.422363
	Iteration 5Q: 3 clusters Score -1.236237e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -12367066.000000 Penalty: 5861.422363
	Iteration 6F: 3 clusters Score -1.236707e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -12374006.000000 Penalty: 5861.422363
	Iteration 7F: 3 clusters Score -1.237401e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -12382578.000000 Penalty: 5861.422363
	Iteration 8F: 3 clusters Score -1.238258e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -12390802.000000 Penalty: 5861.422363
	Iteration 9F: 3 clusters Score -1.23908e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -12396839.000000 Penalty: 5861.422363
	Iteration 10F: 3 clusters Score -1.239684e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 128629 members 
Entering Unmasked Estep 
Score: -12400782.000000 Penalty: 5861.422363
	Iteration 11Q: 3 clusters Score -1.240078e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 131415 members 
Entering Unmasked Estep 
Score: -12403015.000000 Penalty: 5861.422363
	Iteration 12Q: 3 clusters Score -1.240302e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -12404211.000000 Penalty: 5861.422363
	Iteration 13Q: 3 clusters Score -1.240421e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 133864 members 
Entering Unmasked Estep 
Score: -12404904.000000 Penalty: 5861.422363
	Iteration 14Q: 3 clusters Score -1.24049e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 134359 members 
Entering Unmasked Estep 
Score: -12405314.000000 Penalty: 5861.422363
	Iteration 15Q: 3 clusters Score -1.240531e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 134605 members 
Entering Unmasked Estep 
Score: -12405484.000000 Penalty: 5861.422363
	Iteration 16Q: 3 clusters Score -1.240548e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 134744 members 
Entering Unmasked Estep 
Score: -12405614.000000 Penalty: 5861.422363
	Iteration 17Q: 3 clusters Score -1.240561e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 134833 members 
Entering Unmasked Estep 
Score: -12405678.000000 Penalty: 5861.422363
	Iteration 18Q: 3 clusters Score -1.240568e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -12405754.000000 Penalty: 5861.422363
	Iteration 19Q: 3 clusters Score -1.240575e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -12405787.000000 Penalty: 5861.422363
	Iteration 20F: 3 clusters Score -1.240579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 134974 members 
Entering Unmasked Estep 
Score: -12405831.000000 Penalty: 5861.422363
	Iteration 21Q: 3 clusters Score -1.240583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 134996 members 
Entering Unmasked Estep 
Score: -12405841.000000 Penalty: 5861.422363
	Iteration 22Q: 3 clusters Score -1.240584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 135016 members 
Entering Unmasked Estep 
Score: -12405869.000000 Penalty: 5861.422363
	Iteration 23Q: 3 clusters Score -1.240587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -12405873.000000 Penalty: 5861.422363
	Iteration 24Q: 3 clusters Score -1.240587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 135044 members 
Entering Unmasked Estep 
Score: -12405887.000000 Penalty: 5861.422363
	Iteration 25Q: 3 clusters Score -1.240589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
Score: -12405899.000000 Penalty: 5861.422363
	Iteration 26Q: 3 clusters Score -1.24059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 135053 members 
Entering Unmasked Estep 
Score: -12405902.000000 Penalty: 5861.422363
	Iteration 27Q: 3 clusters Score -1.24059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 135054 members 
Entering Unmasked Estep 
Score: -12405896.000000 Penalty: 5861.422363
	Iteration 28Q: 3 clusters Score -1.24059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 135055 members 
Entering Unmasked Estep 
Score: -12405904.000000 Penalty: 5861.422363
	Iteration 29Q: 3 clusters Score -1.24059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 135055 members 
Entering Unmasked Estep 
Score: -12405904.000000 Penalty: 5861.422363
	Iteration 30F: 3 clusters Score -1.24059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Entering Unmasked Estep 
Score: -2195614.500000 Penalty: 2508.300049
	Iteration 0F: 2 clusters Score -2195614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2178498.500000 Penalty: 5016.600098
	Iteration 0F: 3 clusters Score -2178498 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2184586.500000 Penalty: 5016.600098
	Iteration 1F: 3 clusters Score -2184586 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2185259.000000 Penalty: 5016.600098
	Iteration 2F: 3 clusters Score -2185259 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2186020.500000 Penalty: 5016.600098
	Iteration 3F: 3 clusters Score -2186020 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2186873.250000 Penalty: 5016.600098
	Iteration 4F: 3 clusters Score -2186873 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2187815.500000 Penalty: 5016.600098
	Iteration 5F: 3 clusters Score -2187816 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2188835.500000 Penalty: 5016.600098
	Iteration 6F: 3 clusters Score -2188836 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2189873.250000 Penalty: 5016.600098
	Iteration 7F: 3 clusters Score -2189873 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2190808.750000 Penalty: 5016.600098
	Iteration 8Q: 3 clusters Score -2190809 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2191559.750000 Penalty: 5016.600098
	Iteration 9Q: 3 clusters Score -2191560 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2192115.000000 Penalty: 5016.600098
	Iteration 10Q: 3 clusters Score -2192115 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2192464.250000 Penalty: 5016.600098
	Iteration 11Q: 3 clusters Score -2192464 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2192669.750000 Penalty: 5016.600098
	Iteration 12Q: 3 clusters Score -2192670 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2192826.250000 Penalty: 5016.600098
	Iteration 13Q: 3 clusters Score -2192826 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2192923.750000 Penalty: 5016.600098
	Iteration 14Q: 3 clusters Score -2192924 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2193010.500000 Penalty: 5016.600098
	Iteration 15Q: 3 clusters Score -2193010 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2193086.250000 Penalty: 5016.600098
	Iteration 16Q: 3 clusters Score -2193086 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2193149.000000 Penalty: 5016.600098
	Iteration 17Q: 3 clusters Score -2193149 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2193188.500000 Penalty: 5016.600098
	Iteration 18Q: 3 clusters Score -2193188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2193232.500000 Penalty: 5016.600098
	Iteration 19Q: 3 clusters Score -2193232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2193267.250000 Penalty: 5016.600098
	Iteration 20F: 3 clusters Score -2193267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2193296.000000 Penalty: 5016.600098
	Iteration 21Q: 3 clusters Score -2193296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2193332.250000 Penalty: 5016.600098
	Iteration 22Q: 3 clusters Score -2193332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2193358.750000 Penalty: 5016.600098
	Iteration 23Q: 3 clusters Score -2193359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2193372.250000 Penalty: 5016.600098
	Iteration 24Q: 3 clusters Score -2193372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2193388.250000 Penalty: 5016.600098
	Iteration 25Q: 3 clusters Score -2193388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2193392.250000 Penalty: 5016.600098
	Iteration 26Q: 3 clusters Score -2193392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2193408.250000 Penalty: 5016.600098
	Iteration 27Q: 3 clusters Score -2193408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2193418.500000 Penalty: 5016.600098
	Iteration 28Q: 3 clusters Score -2193418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2193420.500000 Penalty: 5016.600098
	Iteration 29Q: 3 clusters Score -2193420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2193423.750000 Penalty: 5016.600098
	Iteration 30Q: 3 clusters Score -2193424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2193430.500000 Penalty: 5016.600098
	Iteration 31Q: 3 clusters Score -2193430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2193435.750000 Penalty: 5016.600098
	Iteration 32Q: 3 clusters Score -2193436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2193436.250000 Penalty: 5016.600098
	Iteration 33Q: 3 clusters Score -2193436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2193437.250000 Penalty: 5016.600098
	Iteration 34Q: 3 clusters Score -2193437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2193438.500000 Penalty: 5016.600098
	Iteration 35Q: 3 clusters Score -2193438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2193444.500000 Penalty: 5016.600098
	Iteration 36Q: 3 clusters Score -2193444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2193445.000000 Penalty: 5016.600098
	Iteration 37Q: 3 clusters Score -2193445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2193449.250000 Penalty: 5016.600098
	Iteration 38Q: 3 clusters Score -2193449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2193449.500000 Penalty: 5016.600098
	Iteration 39Q: 3 clusters Score -2193450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2193453.000000 Penalty: 5016.600098
	Iteration 40F: 3 clusters Score -2193453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2193453.750000 Penalty: 5016.600098
	Iteration 41Q: 3 clusters Score -2193454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2193456.000000 Penalty: 5016.600098
	Iteration 42Q: 3 clusters Score -2193456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2193460.250000 Penalty: 5016.600098
	Iteration 43Q: 3 clusters Score -2193460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2193468.500000 Penalty: 5016.600098
	Iteration 44Q: 3 clusters Score -2193468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2193472.500000 Penalty: 5016.600098
	Iteration 45Q: 3 clusters Score -2193472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2193476.000000 Penalty: 5016.600098
	Iteration 46Q: 3 clusters Score -2193476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2193478.250000 Penalty: 5016.600098
	Iteration 47Q: 3 clusters Score -2193478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2193478.750000 Penalty: 5016.600098
	Iteration 48Q: 3 clusters Score -2193479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2193481.250000 Penalty: 5016.600098
	Iteration 49Q: 3 clusters Score -2193481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2193479.500000 Penalty: 5016.600098
	Iteration 50Q: 3 clusters Score -2193480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2193480.750000 Penalty: 5016.600098
	Iteration 51Q: 3 clusters Score -2193481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2193479.250000 Penalty: 5016.600098
	Iteration 52Q: 3 clusters Score -2193479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2193481.250000 Penalty: 5016.600098
	Iteration 53Q: 3 clusters Score -2193481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2193484.000000 Penalty: 5016.600098
	Iteration 54Q: 3 clusters Score -2193484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2193485.750000 Penalty: 5016.600098
	Iteration 55Q: 3 clusters Score -2193486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2193485.750000 Penalty: 5016.600098
	Iteration 56Q: 3 clusters Score -2193486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2193485.500000 Penalty: 5016.600098
	Iteration 57Q: 3 clusters Score -2193486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2193483.500000 Penalty: 5016.600098
	Iteration 58Q: 3 clusters Score -2193484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2193486.500000 Penalty: 5016.600098
	Iteration 59Q: 3 clusters Score -2193486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2193485.750000 Penalty: 5016.600098
	Iteration 60F: 3 clusters Score -2193486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2193483.250000 Penalty: 5016.600098
	Iteration 61Q: 3 clusters Score -2193483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2193484.750000 Penalty: 5016.600098
	Iteration 62Q: 3 clusters Score -2193485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2193483.500000 Penalty: 5016.600098
	Iteration 63Q: 3 clusters Score -2193484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2193488.250000 Penalty: 5016.600098
	Iteration 64Q: 3 clusters Score -2193488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2193488.500000 Penalty: 5016.600098
	Iteration 65Q: 3 clusters Score -2193488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2193490.000000 Penalty: 5016.600098
	Iteration 66Q: 3 clusters Score -2193490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2193491.750000 Penalty: 5016.600098
	Iteration 67Q: 3 clusters Score -2193492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2193493.250000 Penalty: 5016.600098
	Iteration 68Q: 3 clusters Score -2193493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2193495.250000 Penalty: 5016.600098
	Iteration 69Q: 3 clusters Score -2193495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2193492.000000 Penalty: 5016.600098
	Iteration 70Q: 3 clusters Score -2193492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2193490.250000 Penalty: 5016.600098
	Iteration 71Q: 3 clusters Score -2193490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2193491.250000 Penalty: 5016.600098
	Iteration 72Q: 3 clusters Score -2193491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2193495.250000 Penalty: 5016.600098
	Iteration 73Q: 3 clusters Score -2193495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2193496.250000 Penalty: 5016.600098
	Iteration 74Q: 3 clusters Score -2193496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2193494.000000 Penalty: 5016.600098
	Iteration 75Q: 3 clusters Score -2193494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2193494.000000 Penalty: 5016.600098
	Iteration 76F: 3 clusters Score -2193494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -602843.562500 Penalty: 2178.813721
	Iteration 0F: 2 clusters Score -602843.6 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 3269 members 
Entering Unmasked Estep 
Score: -597390.812500 Penalty: 4357.627441
	Iteration 0F: 3 clusters Score -597390.8 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -598791.250000 Penalty: 4357.627441
	Iteration 1F: 3 clusters Score -598791.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -599007.125000 Penalty: 4357.627441
	Iteration 2F: 3 clusters Score -599007.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -599157.687500 Penalty: 4357.627441
	Iteration 3Q: 3 clusters Score -599157.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -599253.625000 Penalty: 4357.627441
	Iteration 4Q: 3 clusters Score -599253.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -599317.000000 Penalty: 4357.627441
	Iteration 5Q: 3 clusters Score -599317 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -599361.687500 Penalty: 4357.627441
	Iteration 6Q: 3 clusters Score -599361.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -599392.812500 Penalty: 4357.627441
	Iteration 7Q: 3 clusters Score -599392.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -599419.812500 Penalty: 4357.627441
	Iteration 8Q: 3 clusters Score -599419.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -599450.687500 Penalty: 4357.627441
	Iteration 9Q: 3 clusters Score -599450.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -599475.250000 Penalty: 4357.627441
	Iteration 10Q: 3 clusters Score -599475.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -599498.375000 Penalty: 4357.627441
	Iteration 11Q: 3 clusters Score -599498.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -599525.062500 Penalty: 4357.627441
	Iteration 12Q: 3 clusters Score -599525.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -599551.875000 Penalty: 4357.627441
	Iteration 13Q: 3 clusters Score -599551.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -599579.250000 Penalty: 4357.627441
	Iteration 14Q: 3 clusters Score -599579.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -599607.625000 Penalty: 4357.627441
	Iteration 15Q: 3 clusters Score -599607.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -599635.937500 Penalty: 4357.627441
	Iteration 16Q: 3 clusters Score -599635.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -599675.937500 Penalty: 4357.627441
	Iteration 17Q: 3 clusters Score -599675.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -599726.125000 Penalty: 4357.627441
	Iteration 18Q: 3 clusters Score -599726.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -599782.875000 Penalty: 4357.627441
	Iteration 19Q: 3 clusters Score -599782.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -599846.312500 Penalty: 4357.627441
	Iteration 20F: 3 clusters Score -599846.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -599935.125000 Penalty: 4357.627441
	Iteration 21Q: 3 clusters Score -599935.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -600046.687500 Penalty: 4357.627441
	Iteration 22Q: 3 clusters Score -600046.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -600174.250000 Penalty: 4357.627441
	Iteration 23Q: 3 clusters Score -600174.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -600295.500000 Penalty: 4357.627441
	Iteration 24Q: 3 clusters Score -600295.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -600392.750000 Penalty: 4357.627441
	Iteration 25Q: 3 clusters Score -600392.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -600482.250000 Penalty: 4357.627441
	Iteration 26Q: 3 clusters Score -600482.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -600559.687500 Penalty: 4357.627441
	Iteration 27Q: 3 clusters Score -600559.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -600624.375000 Penalty: 4357.627441
	Iteration 28Q: 3 clusters Score -600624.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -600687.375000 Penalty: 4357.627441
	Iteration 29Q: 3 clusters Score -600687.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -600735.812500 Penalty: 4357.627441
	Iteration 30Q: 3 clusters Score -600735.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -600776.625000 Penalty: 4357.627441
	Iteration 31Q: 3 clusters Score -600776.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -600801.187500 Penalty: 4357.627441
	Iteration 32Q: 3 clusters Score -600801.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -600819.687500 Penalty: 4357.627441
	Iteration 33Q: 3 clusters Score -600819.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -600828.937500 Penalty: 4357.627441
	Iteration 34Q: 3 clusters Score -600828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -600837.750000 Penalty: 4357.627441
	Iteration 35Q: 3 clusters Score -600837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -600848.250000 Penalty: 4357.627441
	Iteration 36Q: 3 clusters Score -600848.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -600862.625000 Penalty: 4357.627441
	Iteration 37Q: 3 clusters Score -600862.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -600880.500000 Penalty: 4357.627441
	Iteration 38Q: 3 clusters Score -600880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -600888.062500 Penalty: 4357.627441
	Iteration 39Q: 3 clusters Score -600888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -600893.312500 Penalty: 4357.627441
	Iteration 40F: 3 clusters Score -600893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -600896.125000 Penalty: 4357.627441
	Iteration 41Q: 3 clusters Score -600896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -600899.000000 Penalty: 4357.627441
	Iteration 42Q: 3 clusters Score -600899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -600901.500000 Penalty: 4357.627441
	Iteration 43Q: 3 clusters Score -600901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -600901.500000 Penalty: 4357.627441
	Iteration 44Q: 3 clusters Score -600901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -600904.187500 Penalty: 4357.627441
	Iteration 45Q: 3 clusters Score -600904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -600907.187500 Penalty: 4357.627441
	Iteration 46Q: 3 clusters Score -600907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -600909.625000 Penalty: 4357.627441
	Iteration 47Q: 3 clusters Score -600909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -600911.500000 Penalty: 4357.627441
	Iteration 48Q: 3 clusters Score -600911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -600912.625000 Penalty: 4357.627441
	Iteration 49Q: 3 clusters Score -600912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -600912.750000 Penalty: 4357.627441
	Iteration 50Q: 3 clusters Score -600912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -600912.750000 Penalty: 4357.627441
	Iteration 51F: 3 clusters Score -600912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -124237.117188 Penalty: 1813.182129
	Iteration 0F: 2 clusters Score -124237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -121968.718750 Penalty: 3626.364258
	Iteration 0F: 3 clusters Score -121968.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -122414.648438 Penalty: 3626.364258
	Iteration 1F: 3 clusters Score -122414.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -122613.273438 Penalty: 3626.364258
	Iteration 2F: 3 clusters Score -122613.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -122749.960938 Penalty: 3626.364258
	Iteration 3F: 3 clusters Score -122750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -122849.460938 Penalty: 3626.364258
	Iteration 4F: 3 clusters Score -122849.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -122900.671875 Penalty: 3626.364258
	Iteration 5Q: 3 clusters Score -122900.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122932.500000 Penalty: 3626.364258
	Iteration 6Q: 3 clusters Score -122932.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122965.390625 Penalty: 3626.364258
	Iteration 7Q: 3 clusters Score -122965.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122994.679688 Penalty: 3626.364258
	Iteration 8Q: 3 clusters Score -122994.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -123016.835938 Penalty: 3626.364258
	Iteration 9Q: 3 clusters Score -123016.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -123029.687500 Penalty: 3626.364258
	Iteration 10Q: 3 clusters Score -123029.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -123049.015625 Penalty: 3626.364258
	Iteration 11Q: 3 clusters Score -123049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -123064.148438 Penalty: 3626.364258
	Iteration 12Q: 3 clusters Score -123064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -123068.156250 Penalty: 3626.364258
	Iteration 13Q: 3 clusters Score -123068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -123069.453125 Penalty: 3626.364258
	Iteration 14Q: 3 clusters Score -123069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -123072.843750 Penalty: 3626.364258
	Iteration 15Q: 3 clusters Score -123072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -123074.640625 Penalty: 3626.364258
	Iteration 16Q: 3 clusters Score -123074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123077.093750 Penalty: 3626.364258
	Iteration 17Q: 3 clusters Score -123077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -123081.000000 Penalty: 3626.364258
	Iteration 18Q: 3 clusters Score -123081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -123081.000000 Penalty: 3626.364258
	Iteration 19F: 3 clusters Score -123081 nChanged 0
25->27 Clusters: Score -93623416.000000, best is -93631744.000000

Main iterations: 1504 (time per=22499.220828ms)
Total iterations: 45430 (time per=744.856441ms)
Iterations metric 2: 3664709156864.000000 (time per=9.233701ns)
Iterations metric 3: 109940224032768.000000 (time per=307.792970ps)

That took 33838.828125 seconds.
